AWARDED M.Phil. (8) , Ph. D. (6)

• Devi aruna D., 2014, ‘Layerwise Security Framework with SNAuth-SPMAODV to defend Denial of Service attack for Mobile adhoc Networks in Hostile Environment’

• Sri Devi N., 2015, ‘Optimized Complex Extreme Learning Machine for Classification of 11^th Century handwritten Tamil Scripts’

• P.T.Bharathi, 2016, ‘Optimized feature selection methods for classification of river ice types from aerial images’

• Jansi S., 2016, ‘Hybrid Fuzzy Clustering technique using Random based optimization for segmenting MRI brain images’

• T.T.Dhivyaprabha, 2019, ‘Synergistic Fibroblast Optimization – a novel nature inspired computing algorithm’

• M.Rajalakshmi, 2020, ‘Improved Segmentation Techniques for Toxin Detection in Chili Pepper X-Ray images’

ONGOING Ph.D. (6)

Official website – http://avinuty.ac.in/maincampus/uploads/dept/science/computer/staff/

Website - www.sfoalgorithm.info

ORCID - orcid.org/0000-0002-5786-4497

ResearcherID - G-2858-2010

Scopus - https://www.scopus.com/authid/detail.uri?authorId=36069850000

Research Gate - https://www.researchgate.net/profile/Parthasarathy_Subashini

Google Scholar - https://scholar.google.pt/citations?user=subashini, aB94MjcAAAAJ

LinkedIn - https://www.linkedin.com/in/p-subashini-14a72119/

Vidwan - https://avinuty.irins.org/profile/192811

International Collaborations

1. Title : ‘Investigating Global warming effect based on texture of icy lake surface condition from Satellite imagery’

Collaborator : University of Stuttgart, Germany

Sponsor : DST-DAAD(PPP 2011)

Amount: Rs. 4,41,000/-,

Duration: August 2011 – July 2013, 2 years

2. Title : International program for Solar powered houses SOLAR DECATHLON AFRICA 2019 – International Collegiate Competition for Green Buildings

Collaborator : University of HASSAN II, Casablanca, Morocco

Sponsor : IRESEN, RABAT, Morocco

Amount: USD 50,000/- for entire consortium

Duration: April 2018 – Oct 2019

Sponsored Research and Development Projects (as Principal Investigator / Coordinator / Mentor)

1. Core Research Grant for Artificial Intelligence under CURIE Programme (DST-CURIE-AI Phase-II) - Coordinator

Sponsor : Department of Science and Technology, Govt. of India

Amount: Rs. 2,42,10,200/-

Duration: March 2021 – March 2023

2. Detection of Emotions from Physiological Signals using AI

Mentor : Dr. P.Subashini, Mentee : S.Tamilarasi, III MCA

Sponsor : DST-CURIE-AI

Amount: Rs. 18,000/-

Duration: 4 months, Dec 2019 - March 2020

3. Centre for Machine Learning and Intelligence, DST-CURIE-AI (Phase – I) - Coordinator

Sponsor : Department of Science and Technology, Govt. of India

Amount: Rs. 70,00,000/-,

Duration: April 2019 – June 2020, 11/2 years

4. Title : ‘An algorithm for the demarcation of ocean wakes from SAR imagery of rough sea condition’

Sponsor : Contract for Acquisition of Research Services (CARS),

Naval Physical and Oceanographic Lab (NPOL), DRDO, Cochin

Amount: Rs. 9,73,500/-,

Duration: August 2017 – August 2018, 1 year

5. Title : ‘Design and Development of Computer Assistive Technology system for Differently abled students’

Sponsor : Science and Engineering Research Board, Department of Science and Technology, New Delhi

Amount: Rs. 34,36,000/-,

Duration: August 2013 – July 2017, 4 years

6. Title : ‘Study on Impact of Technology use on Minority Student’s Academic Achievement’

Sponsor : Dr.Ambedkar Study Center, Avinashilingam University for Women, Coimbatore

Amount: Rs. 8,000/-,

Duration: April 2011 – Sept 2011, 6 months

7. Title : ‘Tracking and recognition of ship targets in SAR data for coastal maritime surveillance system’

Sponsor : Naval Research Board (NRB), DRDO

Amount: Rs. 19,32,000/-,

Duration: March 2011 – March 2013, 2 years

8. Title : ‘Classification and Recognition of Tamil handwritten characters using Self organizing Maps’

Sponsor : UGC – University Grants Commission.

Amount: Rs. 55,000/-,

Duration: April 2008 – March 2010, 2 years

9. Title : ‘A Study on defining maneuvering parameters of ship model by analyzing wakes using image processing techniques’

Sponsor : Naval research Board, DRDO

Amount: Rs. 27,34,000/-,

Duration: March 2007 – July 2010, 3 years and 3 months

Sponsored Research & Development Projects (as Co-Investigator)

10. Title : ‘Developing a system for the identification of fresh water algal community using image processing and neural network in lakes at Coimbatore,TamilNadu’

Sponsor : University Grants Commission (UGC)

Amount: Rs. 12,16,300/-,

Duration: June 2012 – May 2015, 3 years

11. Title : ‘Detection and Classification of under water mines using Image processing techniques and Neural networks’

Sponsor : Naval Research Board (NRB), DRDO

Amount: Rs. 19,91,800/-,

Duration: March 2011 – March 2013, 2 years

12. Title : ‘Design and Development of Landmine detection system using Wireless sensor networks for Military applications’

Sponsor : Armament research Board, DRDO

Amount: Rs. 13,24,800/-,

Duration: 2008 – 2010, 2 years

13. Title : ‘Adaptable key management system for mobile adhoc networks’

Sponsor : University Grants Commission (UGC)

Amount: Rs. 7,21,800/-,

Duration: 2008 – 2011, 2 years

• KIDBOT 1.0, Application no. - 202241029718 – Published, May 2022

• Cervical Cancer Self Test Kit, Application No. - 202241020392 – Published, May 2022

• Artificial Intelligence based Mosquito Trap to Control Vector- Borne Diseases, Application No. - 202241021066 – Published, May 2022

Books / Monograph published

• Edited Book – ‘Smart Innovation, Systems and Technologies’, Proceedings of Networking, Intelligent Systems and Security, NISS 2021, Springer, eBook ISBN 978-981-16-3637-0, Print ISBN 978-981-16-3636-3

• ‘Prototype Experiments for Beginners – Embedded Systems’, 6^th Oct 2021, Notion Press, Chennai, ISBN – 9781685638054

• ‘Nature Inspired Computing (NIC): Research and its Applications’, 16^th Oct 2020, Notion Press, Chennai, ISBN – 9781636691015

• “I am your Android – Volume I, Simple Concepts”, Sept 2020, Xpress Publishing, Chennai, ISBN - ISBN-10 : 1636330010, ISBN-13 : 978-1636330013

• “I am your Android – Volume II, Advanced Concepts”, 17^th Sept 2020, Xpress Publishing, Chennai, ISBN-10 : 1636330118, ISBN-13 : 978-1636330112

• ‘Off-line recognition of handwritten Tamil sentences using Hybrid Hidden Markov Model’, LAP LAMBERT Academic Publishing GmbH & Co., KG Heinrich-Böcking-Str.6-8, 66121, Saarbrücken, Germany, ISBN: 978-3-8484-0633-3

• ‘தமிழ் சொல் செயலிகளின் செய்முறை விளக்கம்– தமிழில்’ (‘Tamil Word Processors – a practical approach (in Tamil)), December 2011, IRIS Publications, Coimbatore, ISBN – 938054313-1

Book Chapters published(9)

1. M., Mohana, Nandhini K., Subashini.P., "Review on Artificial Intelligence and Robots in STEAM Education for Early Childhood Development: The State-of-the-Art Tools and Applications." Handbook of Research on Innovative Approaches to Early Childhood Development and School Readiness, edited by Anastasia Lynn Betts and Khanh-Phuong Thai, IGI Global, 2022, pp. 468-498. https://doi.org/10.4018/978-1-7998-8649-5.ch019

2. Subashini, P., Krishnaveni, M., ‘Artificial Intelligence Based Assistive Technology’, ARTIFICIAL INTELLIGENCE THEORY, MODELS, AND APPLICATIONS, Taylor & Francis Group, CRC Press, 2022, ISBN: 978-1-032-00809-7, DOI: 10.1201/9781003175865, Pg. 217 – 240.

3. Dhivyaprabha, T.T., Subashini, P., Krishnaveni, M., Santhi, N., Ramesh Sivanpillai and Jayashree, G. (2020). ‘An Intelligent Estimation Model for Water Quality Parameters Assessment at Periyakulam Lake, South India’. In: Fatos Xhafa, Siddhartha Bhattacharyya, Naba Kumar Mondal, Jan Platos, Vaclav Snasel, Pavel Kromer, ed., Elsevier Intelligent Environmental Data Monitoring for Pollution Management, pp. 161-193. ISBN 978-0-12-819671-7. DOI: https://doi.org/10.1016/B978-0-12-819671-7.00007-5.

4. Subashini, P., Krishnaveni, M., Dhivyaprabha, T.T. and Shanmugavalli, R. (2019). Review on Intelligent Algorithms for Cyber Security. In: Padmavathi Ganapathi, Shanmugapriya, D., ed., Handbook of Research on Machine and Deep Learning Applications for Cyber Security, pp. 1-22. ISSN: 1948-9730, eISSN: 1948-9749, DOI: https://dx.doi.org/10.4018/978-1-5225-9611-0.ch001.

5. Krishnaveni, M., Subashini, P. and Dhivyaprabha, T.T. (2018). An Assertive Framework for Automatic Tamil Sign Language Recognition System using Computational Intelligence. In: Hemanth, Jude, Balas, Valentina Emilia, ed., Springer Nature Inspired Optimization Techniques for Image Processing Applications, volume 150, pp. 55-87. E-ISSN: 978-3-319-96002-9, print ISBN: 978-3-319-96002-9, DOI: https://dx.doi.org/10.1007/978-3-319-96002-9.

6. ‘Optimized weighted median filter using M-CPSO for efficient removal of impulse noise in Tamil sign language digital images’, Book Chapter in Advanced Engineering Research and Applications, Chapter 28, Vol. II, April 2017, Research India Publications, ISBN 978-93-86138-58-3, Pg. No. 415 – 430

7. ‘Computational Intelligence Based Cell Nuclei Segmentation from Pap Smear Images’, Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes, a Volume in IGI Global book series Advances in Bioinformatics and Biomedical Engineering (ABBE), Hershey, USA, November 2015, Chapter 13, ISSN: 2327-7033; eISSN: 2327-7041. Pg. No. 262 – 284.

8. ‘Image denoising based on wavelet analysis for Satellite imagery’, Wavelet Transform / Book 2, ISBN 979-953-307-385-8, INTECH publishers, Rijeka, Croatia, Chapter 19, pg. 449 – 474, March 2012.

9. ‘Intelligent Classifiers Fusion for enhancing recognition of genes and protein pattern of inheritance diseases’, Systemic Approaches in Bio informatics and Computational systems Biology, IGI Global Publishers, Hershey, USA, December 2011, Chapter 10, pg. no. 220 – 248, DOI: 10.4018/978-1-61350-435-2, ISBN13: 9781613504352, ISBN10: 1613504357, EISBN13: 9781613504369.

Publications in International Journals (74)

1. Jennyfer Susan M. B, Subashini P, Krishnaveni M (2022), "Comparison of Various Deep Learning Inpainting Methods in Smart Colposcopy Images", International Journal of Computational Intelligence Studies. DOI: 10.1504/IJCISTUDIES.2022.10045492 (UGC CARE List) (under printing process)

2. Soumya Haridas, P. Subashini, (2021), ‘A survey of different methods for automated diagnosis of cervical cancer in pap-smear image’, Journal of Mathematical and Computational Sciences, Vol. 11 (2021), Pp. 6829-6856, ISSN: 1927-5307, DOI: 10.28919/jmcs/6264

3. M. Manjutha, P.Subashini, M.Krishnaveni, (2019),”Vocal Tone Analysis for Identification of Stuttering Levels based on Tamil Syllable”, International Journal of Recent Technology and Engineering (IJRTE), Vol.8, No.2, ISSN:2277-3878, Pp.4472- 4483. DOI: 10.35940/ijrte.B3211.078219.

4. B. Preethi, P.Subashini, M. Krishnaveni. (2019), Wireless Based CO₂ Monitoring System for Mushroom Cultivation. IJRAR – International Journal of Research and Analytical Reviews (IJRAR), Vol. 6, Issue 1, March 2019, pp. 552-557. E-ISSN: 2348-1269, P-ISSN: 2349-5138.

5. P.Subashini, T.T. Dhivyaprabha, M. Krishnaveni, G. Vedha Viyas. (2019), Motility Factor Based Optimized Q-learning Algorithm for Intelligent Walking Cane. IJRAR – International Journal of Research and Analytical Reviews (IJRAR), Vol. 6, Issue 1, March 2019, pp. 532-539. E-ISSN: 2348-1269, P-ISSN: 2349-5138.

6. Dhivyaprabha,T.T., Subashini,P. and Krishnaveni,M.(2018). Synergistic Fibroblast Optimization:A Novel Nature Inspired Computing Algorithm. Springer Frontiers of Information Technology & Electronic Engineering, vol.19, no.7, pp.815-833. ISSN:2095 9184(print),2095 9230(online), DOI: http://dx.doi.org/10.1631/FITEE.1601553,indexed in SCI, Impact factor: 0.910.

7. R. Shanmugavalli, P.Subashini, (2018), “Energy Consumption Analysis in WSN Based on Node Placement Strategies”, International Journal of Engineering and Technology, vol. 7, no. 3.12, July 2018, pp. 531-535. ISSN: 2227-524X, DOI : 10.14419/.v7i3.12.16173.

8. T.T. Dhivyaprabha, P.Subashini, M. Krishnaveni, N. Santhi, Ramesh Sivanpillai, G. Jayashree. (2018), A novel synergistic fibroblast optimization based Kalman estimation model for forecasting time-series data. Springer Evolving Systems, 2018, pp. 1-16. DOI: https://doi.org/10.1007/s12530-018-9217-0. Print ISSN: 1868-6478, Online ISSN: 1868-6486, Publisher Name: Springer Berlin Heidelberg.

9. P.Subashini, T.T. Dhivyaprabha, M. Krishnaveni, (2017), Cellular Organism based Particle Swarm Optimization Algorithm for Complex Non-linear Problems. MATTER: International Journal of Science and Technology, Vol. 3, No. 2, September 2017, pp. 209-229. ISSN 2454-5880.

10. M. Krishnaveni, P.Subashini , T.T. Dhivyaprabha, (2017), Synergistic Fibroblast Optimization Based Boundary Detection in Tamil Sign Language Images. MATTER: International Journal of Science and Technology, Vol. 3, No.2, September 2017, pp. 193-208. ISSN 2454-5880.

11. M. Manjutha, Dr. P.Subashini, (2017), “Particle Swarm Optimization based Voice Activity Detection for Stuttered Tamil Speech”, International Journal of Computer Engineering and Applications, September 2017, ISSN 2321-3469, Volume XI, Issue IX,pp.1-14 .

12. Manjutha M, Gracy J, Dr P Subashini, Dr M Krishnaveni, (2017), “Automated Speech Recognition System – A Literature Review (Extended Version)”, International Journal of Engineering Trends and Applications (IJETA),ISSN: 2393-9516 Vol.4 Issue.2, Pp.42-49, Mar-Apr 2017.

13. Dr. Krishnaveni, M, Dr. Subashini, P, Ms.Dhivyaprabha, T T. (2016). Improved Canny Edges using Cellular based Particle Swarm Optimization technique for Tamil Sign Digital Images. International Journal of Electrical and Computer Engineering (IJECE), Vol 6 No. 5, Pg. 2158-2166, ISSN: 2088-8708. Oct 2016, Scopus Indexed. (SJR – 0.16), Impact factor – 0.223.

14. Dr M Krishnaveni, Dr P Subashini, TT Dhivyaprabha, “PSO-based Optimized Canny Technique for Efficient Boundary Detection in Tamil Sign Language Digital Images,” International Journal of Advanced Computer Science and Applications (IJACSA), ISSN : 2156-5570(Online), ISSN : 2158-107X(Print), Vol. 7, June 2016, pp. 312-318, Impact factor – 1.324.

15. Dr. M. Krishnaveni , Dr. P.Subashini , Ms. T.T.Dhivyaprabha, 2015, ‘Efficient Removal of Impulse Noise in Tamil Sign Language Digital Images using PSO Based Weighted Median Filter ‘, International Journal of Applied Engineering Research, (IJAER), ISSN 0973-4562 Volume 10, Number 19 (2015), November 2015, pp 40474-40480, Scopus Indexed.

14. Jansi S, Subashini P., 2014, “Modified FCM using Firefly Algorithm for MRI Brain Tissue Segmentation”, International Journal of Applied Engineering Research (IJAER), ISSN Print: 0973-4562, Online:1087-1090, pp. 23755-23764, Volume 9, Number 24 (2014), Dec 2014, Indexed by Scopus.

15. Jansi S, Subashini P., 2014, “A Novel Fuzzy Clustering based Modified Firefly Algorithm with Chaotic Map for MRI Brain Tissue Segmentation”, MAGNT Research Report, ISSN No: 1444-8939, Volume 3, No:1, Pages: 52-58, Dec 2014. Indexed by ISI Thomson Reuters

16. Jansi S, Subashini P., 2014, “Optimized Fuzzy C Means Segmentation in MRI Brain Images”, Proceedings of GASCIAN Journal of Science & Applications (GJSA), ISSN No: 2348-0440, Volume 2, N0.1, Pages: 1-10, Jan-June 2014.

17. B.Savitha, Dr.P.Subashini, Dr.M.Krishnaveni, 2014,”Two phase holistic approach for Overlapping cells separation in 2D Pap smear images”, Journal of Theoretical and Applied Information Technology, Vol. 67 Issue 1, ISSN: 1992-8645, pg:129-135, September 2014, SCOPUS INDEXED, Impact Factor:1.71.

18. Bharathi P.T, Dr.P.Subashini, 2014, “Differential Evolution and Genetic Algorithm based Feature Subset Selection for Recognition of River Ice types”, Journal of Applied and Theoretical Information Technology (JATIT), ISSN: 1992-8645 (Print), E-ISSN: 1817-3195 (Online), Vol. 67 No.1, Pp. 254 – 262, September 2014. Scopus Indexed, Impact Factor- 0.19.

19. Bharathi P.T, Dr.P.Subashini, (2014), “Optimal Feature Subset Selection Using Differential Evolution and Extreme Learning Machine”, International Journal of Science and Research (IJSR), ISSN (Online): 2319-7064, Volume 3 Issue 7, Pp. 1898 – 1905, July 2014. Impact Factor –3.358.

20. Dr.M.Krishnaveni, Dr.P.Subashini, M.Poovizhi, 2014, “Mapping of Lake Surface Covers using Pixel Intensities for Monitoring Seasonal Ice Development”, Journal of Theoretical and Applied Information Technology, Vol. 66 No.3, ISSN: 1992-8645, Pg.No:839-843, August 2014. (Scopus Indexed)

21. M.Krishnaveni, P.Subashini and A.Vanitha, 2014, “A Bayes fusion method based ensemble classification approach for Brown cloud application”, International Journal of Advanced Computer Research, (ISSN (print): 2249-7277 ISSN (online): 2277-7970), Vol-4 No.-1 Issue-14, PP-299-304, March 2014, Impact factor: 1.863.

22. M.Rajalakshmi, P.Subashini, 2014, ‘Texture based Image Segmentation of Chili Pepper X-Ray images using Gabor Filter’, International Journal of Advanced Studies in Computer Science & Engineering (IJASCSE), March 2014, ISSN - 2278 7917 , Vol. 3, Issue 3, pg. no. 44-51.

23. B.Savitha, P.Subashini, M.Krishnanveni, 2014, ‘Selection of Optimal combinational features for identification of Cervical Cancer cells using Support Vector Machine’, Australian Journal of Basic and Applied Sciences, ISSN: 1991-8178, January 2014, pg:583-589.(Thomson Reuters), Impact factor – 0.32.

24. Natchimuthu Santhi, Chinnaraj Pradeepa, Parthasarathy Subashini and Senthil Kalaiselvi, 2013, ‘Automatic Identification of Algal Community from Microscopic Images’, Journal of Bioinformatics and Biology Insights 2013:7, Libertas Academica, USA, Oct 2013, ISSN: 1177-9322, pg. 327-334.

25. B.Savitha, P.Subashini, 2013, ‘Cell Nuclei segmentation in Pap smear images using Optimized Binarization technique with Adaptive Wiener Filter’, The International Journal of Computer Science & Applications (TIJCSA), Sept 2013, ISSN – 2278-1080, pg. 28 – 39.

26. M.Rajalakshmi, P.Subashini, 2013, ‘Removal of Noise in Chili Pepper images using Weighted 4-Connected Median Filter’, International Journal of Computer Science Engineering and Information Technology Research (IJCSETTR), August 2013, ISSN – 2249-6831, Vol. 3, Issue 3, pg. no. 109-118.

27. N.Sridevi, P.Subashini, 2013, ‘Optimized Framework for Classification of 11^th Century Handwritten Ancient Tamil Scripts using Computational Intelligence Technique’, The International Journal of Computer Science & Applications (TIJCSA), Volume 2, No. 02, April 2013, ISSN – 2278-1080, pg. 14-23, Impact factor –

28. P.T.Bharathi, Dr.P.Subashini, 2013, ‘Decision Based Median Filter using Particle Swarm Optimization for Impulsive Noise’, International Journal of Emerging Technologies in Computational and Applied Sciences (IJETCAS), Issue 4, Vol. 1 & 2, ISSN (Print): 2279-0047 ISSN (Online): 2279-0055 March, 2013-May, 2013, pg. 109 – 115, Impact factor – 1.237.

29. M.Rajalakshmi, Dr.P.Subashini, 2013, ‘Noise removal methods of chili pepper images for detecting Toxin using Neural Networks’, International Journal of Emerging Technologies in Computational and Applied Sciences (IJETCAS), Issue 3, Vol. 1 & 2, ISSN (Print): 2279-0047 ISSN (Online): 2279-0055 December, 2012-February, 2013, pg. 155-162, Impact factor 1.237.

30. S.Jansi, P.Subashini, 2013, “Partial Differential Equation Based Denoising Technique for MRI Brain Images”, Australian Journal of Basic and Applied Sciences, ISSN: 1991-8178, Vol 7 Issue 11, September 2013, pg. 201-205, Thomson Reuters indexed, Citation – 2.

31. S.Jansi, P.Subashini, 2013, “Particle Swarm Optimization based total variation filter for image denoising”, Journal of Theoritical and Applied Information Technology, ISSN: 1992-8645, September 2013, pg. 201-205, Scopus Indexed, Impact Factor: 1.71, Cited by 2.

32. Dr.P.Subashini, M.Krishnaveni, A.Vanitha, 2012, ‘Classification of ship targets using neural classifiers on simulated SAR images’, International Journal of emerging trends in engineering and development (IJETED), Issue 2 Vol 7, Nov 2012 , ISSN No.:2249-6149, pg. 543 – 550.

33. P.Subashini, M.Krishnaveni, 2012, ‘Classification of ship targets using differential evolutionary algorithm in Extreme learning machine’, International Journal of emerging trends in engineering and development (IJETED), Issue 2 Vol 7, Nov 2012 , ISSN No.:2249-6149, pg. 424 – 429.

34. N.Sridevi, P.Subashini, 2012, ‘Moment Based Feature Extraction for Classification of Handwritten Ancient Tamil Scripts’, International Journal of emerging trends in engineering and development (IJETED), Issue 2 Vol 7, Nov 2012 , ISSN No.:2249-6149, pg. 106 – 115.

35. S.Jansi, P.Subashini, 2012, ‘Optimized Adaptive Thresholding based Edge Detection Method for MRI Brain Images’, International Journal of Computer Applications (IJCA), ISSN : (0975 – 8887) Volume 51– No.20, August 2012, pg. 1-8, Impact factor – 0.821, citation – 6.

36. N.Sridevi, P.Subashini, 2012, ‘Segmentation of Text Lines and Characters in Ancient Tamil Script Documents using Computational Intelligence Techniques’, International Journal of Computer Applications (IJCA), ISSN : (0975 – 8887) Volume 52– No.14, August 2012, pg. 7-11, Impact factor – 0.814.

37. M.Rajalakshmi, Dr.P.Subashini, 2012, ‘A study on non-destructive method for detecting toxin in pepper using Neural Networks’, International Journal of Artificial Intelligence & Applications (IJAIA), Vol.3, No.4, July 2012, ISSN : 0975 – 900X[Online]; 0976 – 2191[Print], pg. 180-202, citation – 1.

38. D.Devi Aruna, P.Subashini, 2012, ‘SNAuth-SPMAODV with IPSec to secure network layer for Mobile adhoc networks in Military Scenario’, International Journal of Engineering Research & Technology (IJERT), Vol. 1 Issue 5, July – 2012, ISSN: 2278-0181, pg. 1-8.

39. D.Devi Aruna, Dr.P.Subashini, 2012, ‘Securing Physical and network layer using SNAuth-SPMAODV with DSSS for Mobile adhoc networks in Military Scenario’, International Journal of Electronics and Computer Science Engineering (IJECSE), ISSN 2277-1956/V1N3-1840-1849, July 2012, pg. 1840-1849, citation – 2.

40. D.Devi Aruna, P.Subashini, 2012, ‘SNAuth-SPMAODV: Secure Neighbor Authentication Strict Priority Multipath AODV against Denial of Service attack for MANET in Military Scenario’, International Journal of Computer Applications (IJCA), ISSN : 0975 – 888, Volume 48– No.4, June 2012, pg. 1-6. Impact Factor-0.814

41. D.Devi Aruna, P.Subashini, 2012, ‘Securing Transport and Network layer using SNAuth-SPMAODV with WTLS in Mobile adhoc networks for Military Scenario’, IRACST – International Journal of Computer Networks and Wireless Communications (IJCNWC), ISSN: 2250-3501, Vol.2, No.2, April 2012, pg. 260 – 269, Impact factor – 0.274.

42. D.Devi Aruna, P.Subashini, 2012, ‘CCMP-AES Model with SNAuth-SPMAODV Routing Potocol to Secure Link and Network Layer for Mobile Adhoc Networks in Military Scenario’, International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Volume-1, Issue-4, April 2012, pg. 230 – 236, Impact factor – 1.0, citation – 1.

43. D.Devi Aruna, P.Subashini, 2012, ‘SNAuth-SPMAODV with SIP to secure application and network layer in Mobile adhoc network for Military Scenario’, IRACST – International Journal of Computer Science and Information Technology & Security (IJCSITS), ISSN: 2249-9555, Vol. 2, No.2, April 2012, pg. 446 – 454.

44. Bharathi P. T, Dr. P.Subashini, 2012, ‘Optimization of Image Processing Techniques using Neural Networks–A Review’, WSEAS Transactions on Information Science and Applications, ISSN: 1790-0832 300 Issue 8, Volume 8, March 2012, Pg. 300-328, Citation – 1.

45. Dr.G.Padmavathi, Dr.P.Subashini, Ms.D.Devi Aruna, (2012), ‘ZRP with WTLS Key Management Technique to Secure Transport and Network Layers in Mobile Adhoc Networks’, International Journal of Wireless & Mobile Networks (IJWMN), Vol.4, No.1, February 2012, ISSN: 0975-3834 (Online); 0975-4679 (Print), pg.129-138.

46. S. N. Geethalakshmi, P.Subashini, S. Ramya, 2012, ‘Recognition of Side Scan Sonar under water mine using One Step secant Back Propagation Neural Network’, International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-1 Issue-5, November 2011, Pg.150-157.

47. Dr.S.N.Geethalakshmi, Dr.P.Subashini, Mrs.P.Geetha, 2012, ‘Normalization of Side Scan Sonar Underwater Mine Images Using Serpentine Forward Backward Filter’, World of Computer Science and Information Technology Journal, WCSIT Vol. 1, No. 7(communicated).

48. Dr.G.Padmavathi, Dr.P.Subashini, Ms.D.Devi Aruna, (2012), ‘DSSS with ISAKMP key Management Protocol to secure physical layer for Mobile Adhoc network’, International Journal of Network Security & Its Applications (IJNSA), Vol.4, No.1, January 2012, ISSN no. ISSN: Online – 0974 – 9330, print – 0975 – 2307, pg. 69 – 76.

49. Dr.G.Padmavathi, Dr.P.Subashini, Ms.D.Devi Aruna , (2012), ‘ANODR-ECC Key Management protocol with TELNET to secure Application and Network layer for Mobile Adhoc Networks’, International Journal of Distributed and Parallel Systems (IJDPS) Vol 3., No. 1, January 2012, ISSN No. 0976 – 9757 online, 2229 – 3957 print), pg. 331 – 339.

50. Dr. P.Subashini, (2011), ‘Impact of Technology use on Minority student’s academic achievement’, Asian Journal of Business, Economics and Management, Asian Research Consortium, Dec 2011, ISSN 2249-7307, pg. 118-125.

51. S. N. Geethalakshmi, P.Subashini, S. Ramya, (2011), ‘A Study on Detection and Classification of Underwater Mines Using Neural Networks’, International Journal of Soft Computing and Engineering (IJSCE), Oct 2011, Volume-1, Issue-5, November 2011, ISSN: 2231-2307 (Online), pg. 150-157, Impact factor – 1.0.

52. Dr.S.N.Geethalakshmi, Dr.P.Subashini, Mrs.P.Geetha, (2011), ‘A Study on Detecting and Classifying underwater Mine like objects using Image processing techniques’ International Journal of Computer Science and Engineering (IJCSE), Vol. 3 No. 10 October 2011, ISSN : 0975-3397, pg. 3359 – 3366, citation – 1.

53. D.Devi Aruna, Dr.P.Subashini, (2011), ‘Analysis of different propagation model for IPSec-LANMAR routing protocol to secure network layer for MANET in emergency area environment’, International Journal of Computer Science and Technology (IJCST), IJCST Vol. 2 Issue 4 .OCT – DEC, 2011 – ISSN: 0976-8491 (online), 2229-4333 (Print), pg. 295-298, Impact factor – 0.656.

54. Dr.P.Subashini, S.Jansi, (2011), ‘Optimal Thinning Algorithm for detection of FCD in MRI Images’, International Journal of Scientific and Engineering Research (IJSER), September 2011, Vol 2, Issue 9, ISSN 2229-5518, pg. 1-7, Impact factor – 1.4, citation – 4.

55. Dr. P.Subashini, Bharathi.P. T, (2011), ‘Automatic Noise Identification in Images using Statistical Features’, International Journal for Computer Science and Technology, IJCST Vol. 2 Issue 3 ,September, 2011 – ISSN: 0976-8491 (online), 2229-4333 (Print), pg. 467-471, Index Copernicus Value: 5.09, Impact factor – 0.491.

56. P.Subashini, N.Sridevi, (2011), ‘An optimal binarization algorithm based on Particle Swarm Optimization’, International Journal on Soft Computing and Engineering (IJSCE), Sept 2011, ISSN: 2231-2307, Volume 1, Issue 4, pg. 32 – 37, Impact Factor – 1.

57. P.Subashini and M. Krishnaveni, Mr. VijaySingh, (2011), ‘Implementation of object tracking system using region filtering algorithm based on Simulink blocksets’, International Journal of Engineering Science and Technology (IJEST), August 2011, ISSN : 0975-5462 Vol. 3 No. 8, Pg. No. 6744 – 6750, citation – 2.

58. P.Subashini and M. Krishnaveni, Mr. Vijaysingh, (2011), ‘Image Deblurring Using Back Propagation Neural Network’, World of Computer Science and Information Technology Journal, WCSIT, August 2011, ISSN: 2221-0741 Vol 1, No. 6, Pg. No. 277 – 282, Impact factor - 1.

59. P.Subashini and M. Krishnaveni, (2011), ‘Estimation of ship velocity by fusion of radon transformation with wavelet filters using SAR images’. International Journal of Computer Science and Engineering Technology, IJCSET, March 2011, ISSN 2229-3345, Vol 2 No 4, pg. 117-125, citation – 1.

60. Dr. P.Subashini, Ms. M.Krishnaveni, 2011, ‘Segmentation based multilevel wide band Compression for SAR images using coiflet wavelet’, International Journal for Image Processing (IJIP), Volume (5), Issue (2), February 2011, pg. 177-184, ISSN : 1985-2304, Impact Factor – 1.5.

61. Dr.G.Padmavathi, Dr.P.Subashini, Ms. M. Krishnaveni, (2010), ‘A generic Framework for Landmine detection using statistical classifier based on IR images’, International Journal on Computer Science and Engineering (IJCSE), Vol. 3 No. 1 Jan 2011, pg. 254-261, ISSN : 0975-3397, Impact Factor – 0.583, citation -1.

62. Dr.G.Padmavathi, Dr.P.Subashini, Ms. M. Krishnaveni, (2010), ‘A suitable segmentation methodology based on pixel similarities for landmine’, International Journal of Advanced Computer Science and Applications (IJACSA), Volume 1 No. 5 November 2010, pg. 88-92, ISSN- 2158-107X(Print), ISSN – 2156-5570(Online), Impact factor- 1.187, citation – 1.

63. Dr. G.Padmavathi, Dr. P.Subashini, Mrs.A.Sumi, (2010), ‘Empirical evaluation of suitable segmentation algorithms for IR images’, International Journal on Computer Science Issues(IJCSI), July 2010, Vol. 07, issue 04, No. 02, pg. 22-29, ISSN No. 1694-0784, 1694-0814, Impact Factor - 0.423, citation – 3 .

64. Dr.G.Padmavathi, Dr.P.Subashini, Ms.D.Devi Aruna, (2010), ‘CCMP-AES Model with DSR routing protocol to secure Link layer and Network layer in Mobile Adhoc Networks’, International Journal on Computer Science and Engineering(IJCSE), July 2010, Vol. 02, No. 05, pg. 1524-1531, ISSN No. 0975–3397, Impact Factor – 1.433 .

65. Dr.G.Padmavathi, Dr.P.Subashini, M.Muthukumar, Mr.Suresh kumar Thakur, (2010), ‘Comparison of Filters used for Underwater Image Pre-processing’, International Journal of Computer Science and Network Security (IJCSNS), January 2010, Vol 10, No. 01, pg. 58 – 65, ISSN No. 1738-7906, Impact Factor 0.37, citation – 18.

66. Dr. G. Padmavathi, Dr. P.Subashini, Mr. M. Muthu Kumar, Mr.Suresh Kumar Thakur, (2009), ‘Performance analysis of non-linear filtering algorithms for under water images’, Journal of Computer Science and Information security (IJCSIS), December 2009, pg. no. 232-238, ISSN No. 1947-5500, Impact Factor 0.423, citation – 3.

67. Ms.M.Krishnaveni, Mrs.P.Subashini, (2009), ‘Classification of ship images by using Back propagation neural networks’ – UPA International Journal of Image Processing and Network Techniques, Volume 1, No.2 , pg.23-29, December 2009, ISSN No. 0973 – 7650.

68. Ms. M.Krishnaveni, Mr.Suresh Kumar Thakur, Dr. P.Subashini, (2009), ‘An optimal method for Wake detection in SAR images using Radon Transformation combined with Wavelet Filters’, Journal of Computer Science and Information security (IJCSIS), November 2009, pg. no. 60-66, ISSN No. 1947-5500, Impact Factor 0.423, citation – 2.

69. Dr. G. Padmavathi, Dr. P.Subashini, Ms.D.Devi Aruna, (2009), ‘Impact of Worm-hole attacks and performance study of different Routing Protocols in Mobile Adhoc Networks’, Journal of Information Assurance and Security (JIAS), October 2009, pg. no. 94-101, ISSN No. 1554-1010, Impact Factor 1.071, citation – 2.

70. Dr. G. Padmavathi, Dr. P.Subashini, Ms.D.Devi Aruna, (2009), ‘An Evaluation of Suitable Key Management schemes in Mobile adhoc Networks’, CiiT journal of Networking and Communication Engineering, Vol. 1, No. 5, August 2009, pg. no. 188-192, ISSN No. 0974-9713, Impact factor – 0.569.

71. S.Santhosh Baboo, P.Subashini, M.Krishnaveni, (2009), ‘Combining Self-Organizing Maps and Radial Basis Function Networks for Tamil handwritten Character Recognition’ – International Journal of ICGST-GVIP 2009, Egypt, ISSN : 1687-398X-print, 1687-3998-online, Volume-9, August 2009, Impact factor – 1.608, citation – 5.

72. M.Krishnaveni, P.Subashini, (2009), ‘BPN Classification of Ship images by extracting Geometric features’ – International Journal of Image Processing and Networking Techniques, ISSN No. 0973 – 7650, Vol 2, No 1, June 2009, pg. No. 23-29.

73. Dr. P.Subashini, N.Valliammal, (2007), ‘An efficient Thinning algorithm for Tamil handwritten Characters’ – IETECH International Journal of Advanced Computations, vol1-2, pp 56-62, September 2007, vol. 1, no. 2, pg. 56-62, ISSN : 0973-8096.

74. Lt.S.Santhosh Baboo, P.Subashini, K.S.Easwarakumar, B.Senthilkumar, (2006), ‘Digital Water-marking for Mobile and PDA Devices based Images(Extended Version)’ – in the special issue on ‘Image Coding and Security’ of International Journal of ICGST 2006, Egypt, pg. 25-30, ISSN : 1687-398X-print, 1687-3998-online. Impact factor – 1.608, citation – 1.

Publications in National Journals (4)

1. Dr.P.Subashini, S.Jansi , (2011), ‘A Study on Detection of Focal Cortical Dysplasia using MRI Brain Images’, Journal of Computer Applications, JCA Jan-Mar 2011, Vol 4, Issue 2, ISSN Number: 0974-1925, pg no. 23-28, Cited by 1.

2. Dr. U.Jerinabi, Mrs P.Subashini, Mrs.P.Santhi, (2006), ‘A Business Process model for e-Publishing industry’ – National Journal of Management Science, Durgapur , Oct-Dec 2006, pg. 18-23.

3. RamakanthKumar.P, Manjaiah, P.Subashini, Dr.S.C.Sharma, (2006), ‘On-line Handwritten Kannada Character Recognition using Feed Forward Network with Back-propagation’ – National Journal of Computer Science, Coimbatore, June 2006, pg. 524-530.

4. P.Subashini, Dr.S.C.Sharma, (2006), ‘Holistic Tamil Handwritten Character Recognition’, National Journal of Computer Science, Coimbatore , March 2006, vol.1, no. 5, pg. 454-460 .

Publications in International Conferences (65)

1. Subashini, P., Hareesh Kumar, P.V., Lekshmi, S., Krishnaveni, M. and Dhivyaprabha, T.T. (2021). Improved Noise Filtering Technique for Wake Detection in SAR Image Under Rough Sea Condition. 2021 IEEE World AIIoT Congress (AIIoT). Seattle: IEEE, pp. 0174-0180. ISBN: 978-1-6654-3568-0.

2. Jennyfer Susan M B., & Dr.P.Subashini (2021). ‘Specular Reflection Detection on Medical Images- A Review’, Proceedings of the International Conference on Artificial Intelligence and Soft Computing (ICAISC-2021), Vijayapura, Karnataka, ISBN: 978-93-88929-53-0, pp. 506-515 (UGC-CARE listed).

3. M. Manjutha, P. Subashini and M. Krishnaveni, (2019), "Analysis on Regularity of Speech Energy based on Optimal Thresholding for Tamil Stuttering Dataset," IEEE International Smart Cities Conference (ISC2), Casablanca, Morocco, 2019, Electronic ISBN: 978-1-7281-0846-9 , USB ISBN: 978-1-7281-0845-2, Print on Demand(PoD) ISBN: 978-1-7281-0847-6 , Electronic ISSN: 2687-8860, Print on Demand(PoD) ISSN: 2687-8852, pp. 143-149, DOI: 10.1109/ISC246665.2019.9071726, https://ieeexplore.ieee.org/document/9071726

4. M. Manjutha, P. Subashini, M. Krishnaveni and V. Narmadha, "An Optimized Cepstral Feature Selection method for Dysfluencies Classification using Tamil Speech Dataset, "IEEE International Smart Cities Conference (ISC2), Casablanca, Morocco, 2019, Electronic ISBN: 978-1-7281-0846-9, USB ISBN: 978-1-7281-0845-2, Print on Demand(PoD) ISBN: 978-1-7281-0847-6, Electronic ISSN: 2687-8860, Print on Demand(PoD) ISSN: 2687-8852, pp. 671-677, DOI: 10.1109/ISC246665.2019.9071756 https://ieeexplore.ieee.org/document/9071756

5. Sangeetha, N., Dhivyaprabha, T.T., Subashini, P., and Udaya Chandrika, K. (2020). Cost Analysis of the Optimized Two Phase Retrial Queueing System in Call Centers. In: Proceedings of the International Conference on Data Analytics & Computational Mathematics. Coimbatore, 29^th Feb 2020, pp. 168-174. ISBN: 978-93-89105-40-7.

6. Subashini, P., Krishnaveni, M., Dhivyaprabha, T.T., Preethi, B., Aawatif Hayar, ElAlaoui ElHanafi, M., Joundi and Elm. Kheddioui. (2019). Personalized Elearning Open Platform for Alphabetization Awareness in Rural Areas of Morocco. In: IEEE International Smart Cities Conference. Casablanca: IEEE, pp. 22-29. E-ISBN: 978-1-7281-0846-9, USB ISBN: 978-1-7281-0845-2, Print on Demand (PoD) ISBN: 978-1-7281-0847-6, E-ISSN: 2687-8860, Print on Demand (PoD) ISSN: 2687-8852, DOI: 10.1109/ISC246665.2019.9071720. Link: https://ieeexplore.ieee.org/document/9071720.

7. Krishnaveni, M., Geethalakshmi, S.N., Subashini, P., Dhivyaprabha, T.T. and Lakshmi, S. (2019). Optimized Backpropagation Neural Network Model for Brain Computer Interface System. In: IEEE International Smart Cities Conference. Casablanca: IEEE, pp. 420-425. E-ISBN: 978-1-7281-0846-9, USB ISBN: 978-1-7281-0845-2, Print on Demand (PoD) ISBN: 978-1-7281-0847-6, E-ISSN: 2687-8860, Print on Demand (PoD) ISSN: 2687-8852, DOI: 10.1109/ISC246665.2019.9071784. Link: https://ieeexplore.ieee.org/document/9071784

8. B.Preethi, P.Subashini, M.Krishnaveni, (2019), Wireless based CO₂ Monitoring system for Mushroom Cultivation, International Conference on Research and Innovations in Computational Intelligence (RICI 2019), 4^th Feb 2019, Ramakrishna Women’s college, Coimbatore, ISBN: 978-81-939960-1-0, pp. 145-148.

9. P.Subashini, T.T.Dhivyaprabha, M.Krishnaveni, G.Vedha Viyas, (2019), Motility Factor based Optimized Q-Learning Algorithm for intelligent Walking Cane, International Conference on Research and Innovations in Computational Intelligence (RICI 2019), 4^th Feb 2019, Ramakrishna Women’s college, Coimbatore, ISBN: 978-81-939960-1-0, pp. 149-155.

10. Dhivyaprabha, T.T., and Subashini, P. (2018). Multi-Objective Optimization for Smart Energy Grids Using Synergistic Fibroblast Optimization Algorithm. In: Renewable Energies, Power Systems & Green Inclusive Economy. Casablanca: IEEE, pp. 1-6. Electronic ISBN: 978-1-5386-8515-0,USB ISBN: 978-1-5386-8514-3, Print on Demand (PoD) ISBN: 978-1-5386-8516-7, DOI: https://dx.doi.org/ 10.1109/REPSGIE.2018.8488801.

11. M. Krishnaveni, P.Subashini, J. Gracy, and M. Manjutha, “An Optimal Speech Recognition Module for Patient’s Voice Monitoring System in Smart Healthcare Applications”, The IEEE 3^th International Conference on:Renewable Energies, Power Systems and Green Inclusive Economy (REPS & GIE-2018), 23-24 April 2018, Casablanca, Morocco. Pp. 1-6, EISBN: 978-1-5386-8515-0, USB ISBN: 978-1-5386-8514-3, Print on Demand(PoD) ISBN: 978-1-5386-8516-7, DOI:10.1109/REPSGIE.2018.8488841.

12. R. Shanmugavalli, P.Subashini, “A Study on Node Placement Strategies in Wireless Sensor Networks”, International conference on Social Mobile Analytics Cloud, International Journal of Theoretical & Applied Science, Special Issue released for International Conference on SMAC – Reshaping the future, Avinashilingam University for Women, Coimbatore, Feb 9^th 2018, ISSN: 0975-1718, V(10)1, pp. 135-142.

13. R. Shanmugavalli, P.Subashini, “Energy Consumption Analysis in WSN Based on Node Placement Strategies” (Abstract only), 1^st International Conference on Information Security Risks – Techno Legal Management TeLIMISR-2018, Vivekanandha Institute of professional Studies, New Delhi, May 21^st & 22^nd 2018.

14. Dhivyaprabha, T.T., Jayashree, G., and Subashini, P. (2018). Medical Image Denoising Using Synergistic Fibroblast Optimization Based Weighted Median Filter. In: International Conference on Advances in Electronics, Computer and Communications. Bengaluru: IEEE, pp. 1-6. Electronic ISBN: 978-1-5386-3785-2, Print on Demand (PoD) ISBN: 978-1-5386-3786-9, DOI: https://dx.doi.org/10.1109/ICAECC.2018.8479516.

15. P.Subashini, T.T. Dhivyaprabha, M. Krishnaveni, G. Vedha Viyas. (2017), Synergistic fibroblast optimization based improved reinforcement learning for intelligent assistive device. IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, Hawaii, USA, 27^th Nov – 1^st Dec 2017, pp. 2015-2022. ISBN: 978-1-5386-4058-6, DOI: 10.1109/SSCI.2017.8280942.

16. T.T. Dhivyaprabha, M. Manjutha, P.Subashini, (2018), Survey on nature inspired algorithm for smart city applications. Proceedings of the ACM Mediterranean Symposium in Smart City Application, Tangier, Morocco, 25-27 October 2017, pp. 1-13. ISBN: 978-1-4503-5211-6, DOI: https://doi.org/10.1145/3175628.3175642.

17. P.Subashini, T.T.Dhivyaprabha, M.Krishnaveni, (2017), A Hybrid Particle Swarm Optimization Algorithm Based on Cellular Organism Behavior for Solving Complex Non Linear Problems in Dynamic Environments (Abstract), 18^th International Conference on Researches in Science & Technology (ICRST), 09^th -10^th June 2017, Rome, Italy, pp. 36-37.

18. M.Krishnaveni, P.Subashini, T.T. Dhivyaprabha, (2017), A Novel Approach for Boundary Detection in Tamil Sign Language Hand Pose Noisy Images Using Synergistic Fibroblast Optimization Algorithm (Abstract), 18^th International Conference on Researches in Science & Technology (ICRST), 09^th -10^th June 2017, Rome, Italy, pp. 37-38.

19. Ms. T.T. Dhivyaprabha, Dr. P.Subashini , ‘Performance Analysis of Synergistic Fibroblast Optimization(SFO) Algorithm’, IEEE sponsored International conference on current trends in advanced computing (ICCTAC), Bangalore, India, 2^nd – 3^rd March 2017, DOI: 10.1109/ICCTAC.2017.8249988 .

20. Ms. T.T. Dhivyaprabha, Dr. P.Subashini, Dr. M. Krishnaveni. ‘Computational Intelligence Based Machine Learning Methods for Rule-Based Reasoning In Computer Vision Applications’. IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 6^th – 9^th December 2016, ISBN: 978-1-5090-4239-5, E-ISBN: 978-1-5090-4240-1, Print on Demand (PoD) ISBN: 978-1-5090-4241-8, DOI: 10.1109/SSCI.2016.7850050.

21. Ms. G.Jayashree, Dr. P.Subashini, Dr. M. Krishnaveni, Ms. T.T.Dhivyaprabha, ‘Investigation on Data Analytics in Neonatal Intensive Care Unit(NICU)’ (Abstract only), 21^st International Conference on Engineering & Technology, Computer, Basic & Applied Sciences (ECBA 2016), Academic Fora, Dubai, 7^th – 8^th Oct 2016, Vol 318, Issue 21, pg. 3, ISBN 978-969-670-966-4.

22. Ms. G.Jayashree, Dr. P.Subashini, Dr. M. Krishnaveni, Ms. T.T.Dhivyaprabha, ‘Investigation on Data Analytics in Neonatal Intensive Care Unit(NICU)’, 3^rd International Conference on Electronics, Computer and Manufacturing Engineering (ICECME 2016), Universal Researchers in Science and Technology, Dubai, 9^th – 10^th Oct 2016 pg. 19-25, ISBN 978-93-84468-74-3.

23. Dr. P.Subashini , Dr. M. Krishnaveni, M. Manjutha, ‘Optimized boundary detection algorithm for postal signs recognition system using variant based particle swarm intelligence’. IEEE International Conference on Computational Systems & Information Technology for sustainable Solution (CSITSS 2016), R V College, Bengaluru, 6^th-8^th Oct 2016, pg. 162-168, ISBN 978-1-5090-1022-6/16. DOI: 10.1109/CSITSS.2016.777916

24. Dr. M. Krishnaveni, Dr. P.Subashini , Ms. T.T.Dhivyaprabha, A New Optimization Approach – SFO for Denoising Digital Images, IEEE International Conference on Computational Systems & Information Technology for sustainable Solution (CSITSS 2016), R V College, Bengaluru, 6^th-8^th Oct 2016, pg. 34-39, ISBN 978-1-5090-1022-6/16. DOI: 10.1109/CSITSS.2016.7779436

25. Dr. M. Krishnaveni, Dr. P.Subashini , Ms. T.T.Dhivyaprabha, A Sathya riya. Optimized Classification Based on Particle Swarm Optimization Algorithm for Tamil Sign Language Digital Images. IEEE International Conference on Computational Systems & Information Technology for sustainable Solution (CSITSS 2016), R V College, Bengaluru, 6^th-8^th Oct 2016, pg 53-57, ISBN 978-1-5090-1022-6/16. DOI: 10.1109/CSITSS.2016.7779439

26. Dr. P.Subashini , Ms. T.T.Dhivyaprabha, Dr. M. Krishnaveni , 2016, ‘Synergistic Fibroblast Optimization‘, Proceedings of Joint International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (ICAIECES-2016) and Power, Circuit and Information Technologies (ICPCIT-2016), SRM UNIVERSITY, CHENNAI, 19-21^ST MAY 2016, Published in Springer Artificial Intelligence and Evolutionary Computations in Engineering Systems, Vol. 517, Edition 1, Chapter 26, 2017, pp. 293-302. ISBN: 978-981-10-3174-8, DOI: http://dx.doi.org/10.1007/978-981-10-3174-8.

27. P.T.Bharathi, P.Subashini, 2015, “Optimal feature subset selection using Differential Evolution with Sequential Extreme Learning Machine for River ice images”, Proceedings of the IEEE TENCON 2015, University of Macau, ISBN:978-1-4799-8639-2, 1^st – 4^th Nov 2015, DOI: 10.1109/TENCON.2015.7372861 .

28. Subashini P., Jansi S, 2015, ‘Optimized Segmentation for MRI brain images’, Proceedings of IEEE TENCON 2015, Region 10 and University of Macau, Macau, IEEE Xplore Digital Library, ISBN:978-1-4799-8639-2, 1^st – 4^th Nov 2015, DOI: 10.1109/TENCON.2015.7372743 .

29. B.Savitha, Dr.P.Subashini, Dr.M.Krishnaveni, 2014,” An Experimental Study on Cervical Cancer Cell Detection using Computer Vision Based techniques”, Proceedings of the IEEE Sponsored 9^th International Conference on Intelligent Systems and Control (ISCO)2015, Volume-2, ISBN:978-1-4799-6479-6, Karpagam College of Engineering, 9^th-10^th January 2015, pg:1236-1244.

30. Jansi S, Subashini P., 2014, “ Modified FCM using Genetic Algorithm for segmentation of MRI Brain Images”, Proceedings of International Conference on Computational Intelligence and Computing Research (ICCIC), IEEE Xplore Digital Library, ISBN No: 978-1-4799-3974-9, Pages: 1381-1385, Dec 2014.Indexed by Scopus, Thomson Reuters, DOI: 10.1109/ICCIC.2014.7238461 .

31. S.Jansi, Dr.P.Subashini, 2014, ‘Partial Differential equation based ROF filter for MRI brain images’, IEEE International Conference on Computer Communication and Informatics, Sri Shakthi College, Coimbatore, 3^rd-5^th Jan 2014, ISBN : 978-1-4799-2353-3, Indexed by Scopus, Cited by 1.

32. Dr.P.Subashini, Dr.M.Krishnaveni, Dr.Bernadetta Kwintiana Ane, Dr.Deiter Roller, 2013 “SVM based classification for identification of ice types in SAR images based on color perception phenomena”, IBICA 2013, Ostrava, Czech Republic, 22^nd – 24^th August 2013, pg 285-293, ISSN no 2194-5357.

33. A.Vanitha, P.Subashini, 2013, ‘SAR ice image classification using parallelepiped classifier based on Gram-Schmidt spectral technique’, International Conference on Computer Science, Engineering and Applications, ICCSEA 2013, New Delhi, May 24^th -26^th, 2013, pp. 385–392, ISBN: 978-1-921987-13-7.

34. B.Savitha, P.Subashini, 2013, ‘An Adaptive Threshold Segmentation for Detection of Nuclei in Cervical Cells using Wavelet Shrinkage algorithms’, International Conference on Computer Science, Engineering and Applications, ICCSEA 2013, New Delhi, May 24^th -26^th, 2013, pp. 321–327, ISBN: 978-1-921987-13-7.

35. P.T.Bharathi, P.Subashini, 2013, “Texture Feature Extraction of Infrared River Ice Images using Second-order Spatial Statistics”, International Conference on Computer Vision, Image and Signal Processing, ICCVISP 2013, World Academy of Science, Engineering and Technology, WASET, Barcelona, Spain, Feb 27^th -28^th , 2013, pp 747-757, Issue 74, ISSN – 2010-376X, 2010-3778.

36. SriDevi. N, P.Subashini, (2013), ‘Combining Zernike Moments with Regional features for Classification of Handwritten Ancient Tamil Scripts using Extreme Learning Machine’, International Conference in Emerging Trends in computing, communication and Nanotechnology, ICE-CCN 2013, Tirunelveli, Mar 25^th -26^th, 2013, pp 158 – 162, ISBN – 978-1-4673-5036-5, DOI: 10.1109/ICE-CCN.2013.6528483 .

37. P.T.Bharathi, P.Subashini, 2012, ‘Texture Based Color Segmentation of Infrared River Ice Images Using K-Means Clustering’, International Conference on Signal Processing, Image Processing and Pattern Recognition, ICSIPR 2013, Karunya University, Coimbatore, Feb 7^th -8^th, 2013, pp 298-302, DOI: 10.1109/ICSIPR.2013.6497944 .

38. P.Subashini, Krishnaveni.M, Bernadetta Kwintiana Ane, (2012), ‘Wavelet-based Image Denoising using Ant Colony Optimization for Identifying Ice Classes in SAR Imagery’, 7^th International Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2012, 5^th-8^th September, 2012, Ostrava, Czech Republic. Soft Computing Models in Industrial and Environmental Applications, Springer Berlin Heidelberg, Advances in Intelligent Systems and Computing Volume 188, 2013, Online ISBN 978-3-642-32922-7, pp 399-407.

39. Janet Light, Subashini Parthasarathy, William McIver, (2012), ‘Monitoring winter ice conditions using thermal imaging cameras equipped with infrared microbolometer sensors’, 3^rd International Conference on Ambient Systems, Networks and Technologies, ANT 2012, August 27-29, 2012, Niagara Falls, Ontario, Canada, https://doi.org/10.1016/j.procs.2012.06.166 .

40. Bharathi.P.T, P.Subashini (2012), ‘De-noising filter for impulse noise in Glacier ice Infrared images’, Proc. Of the International Conference on Advances in Image Processing and Computation Techniques – PCT 2012, July 14^th – 15^th, 2012, Singapore, ISBN: 978-981-07-2969-1 doi:10.3850/ 978-981-07-2969-1 PCT-140, pg. 12-16.

41. SriDevi. N, P.Subashini, (2012), ‘Skew Detection and Correction of Ancient Tamil Documents using Particle Swarm Optimization’ – International Conference on Digital Image Processing (ICDIP 2012), April 07-08, 2012, Kuala Lumpur, Malaysia, SPIE Digital library 8334, 83340U (2012).

42. Bharathi.P. T, Dr. P.Subashini, (2012), ‘Automatic identification of noise in ice images using statistical features’ – International Conference on Digital Image Processing (ICDIP 2012), April 07-08, 2012, Kuala Lumpur, Malaysia, SPIE Digital library 8334, 83340U (2012), citation – 2.

43. P.Subashini and M. Krishnaveni, (2011), ‘A linear framework for identification of ship and its velocity estimation using SAR images’ – International Conference on Computer Science, Engineering and Information Technology, CCSEIT 2011, 23^rd – 25^th Sept 2011, M.S.University, Tirunelveli, pg. 211-224, ISSN 1865-0929, Springer Verlog 2011.

44. Dr.P.Subashini Ms.M.Krishnaveni, (2011), ‘Imputation of missing data using Bayesian Principle Component Analysis on TEC Ionospheric Satellite Dataset’ – IEEE International workshop on Sensor Networks for Intelligent Gathering and Monitoring, SNIGM 2011, Niagara Falls, Ontario, 8^th – 11^th May 2011, pg. 1540-1543, ISSN 978-1-4244-9789-8/11, DOI: 10.1109/CCECE.2011.6030724 .

45. Dr.P.Subashini, M.Krishnaveni, N.Sridevi, (2011), ‘Period Prediction System for Tamil Epigraphical Scripts Based on Support Vector Machine’ – Proceedings of International Conference on Information systems for Indian Languages, ICISIL 2011, CCIS Volume 139, part 1, pg. 23-30, Springer Verlog Berlin Heidelberg 201, Punjab University, Patiala, ISSN 978-3-642-19403-0-4, March 9-11, 2011, citation – 1.

46. Dr. P.Subashini, M.Krishnaveni, N.Sridevi, (2011), ‘A suitable framework for recognition of Epigraphical Tamil scripts using Unsupervised learning algorithm’ – Proceedings of International Conference on Mathematics and Computer Science, ICMCS 2011, Loyola college, Chennai, 7^th – 9^th January, 2011, pg. 394-398, ISBN – 978-81-920490-0-7

47. P.Subashini , A.Parameswari, (2011), ‘Data Fusion by Intelligent Classifier Combination-A Review’ – Proceedings of International Conference on Mathematices and Computer Science, ICMCS 2011, Loyola college, Chennai, 7^th – 9^th January, 2011, pg. 177-184, ISBN – 978-81-920490-0-7.

48. Dr.G.Padmavathi, Dr.P.Subashini, Ms.D.Devi Aruna, 2010, ‘Hybrid Routing Protocols to Secure Network Layer for Mobile Ad hoc Networks’ – Proceedings of IEEE International Conference in Computational intelligence and Computing research, ICCIC 2010, Dec 28^th – 29^th 2010, Vol 2, ISBN 97881 8371 362-7, Pg: 1 – 4, citation – 1.

49. Dr.G.Padmavathi, Dr.P.Subashini, Ms.D.Devi Aruna, 2010, ‘A robust key management scheme for wormhole attacks in Mobile Adhoc Networks’ , Proceedings of International Conference on Computing, ICC 2010, New Delhi, Dec 27^th – 28^th , 2010, pg., ISBN:978-81-920305-1-7.

50. Dr. G.Padmavathi, Dr. P.Subashini, Mrs. A.Sumi, Ms. A.Shanthi, 2010, ‘Detection and Classification of Landmines in Infra red images’ – Proceedings of International Conference on Computing, ICC 2010, New Delhi, Dec 27^th – 28^th , 2010, pg. 207-213, ISBN:978-81-920305-1-7.

51. P.Subashini, M.Krishnaveni, Bernadetta Kwintiana Ane, 2010, ‘An optimum threshold based segmentation for ice detection in SAR images using Gabor filter’ – Proceedings of International Conference on Computing, ICC 2010, New Delhi, Dec 27^th – 28^th , 2010, pg. 71-75, ISBN:978-81-920305-1-7.

52. Dr.P.Subashini, Ms.M.Krishnaveni, Bernadetta Kwintiana Ane. Dieter Roller, Gerald Schaefer, 2010, ‘A combined preprocessing scheme for texture based Ice classification from SAR images’ – Proceedings of ACM, Amrita ACM-W Celebration of Women in Computing, A2CwiC’10, Amrita University, Coimbatore, Sept 16^th – 17^th, 2010, pg. 161-166, ISBN:978-1-4503-0194-7, https://doi.org/10.1145/1858378.1858411 .

53. Dr. P.Subashini, Ms. M.Krishnaveni Mr.Suresh Kumar Thakur, , 2010, ‘Performance measures of wavelet families on SAR images for compression hypothesis’ – Proceedings of International Conference on Computer Design and Applications, ICCDA 2010, Qinhuangdao, China, June 25-27, 2010, pg. V1 377- 381, ISBN: 978-1-4244-7164-5, DOI: 10.1109/ICCDA.2010.5540841 .

54. Dr. P.Subashini, Ms. M.Krishnaveni Mr.Suresh Kumar Thakur, 2010, ‘Coupling optimal method of Segmentation with Restoration for Target detection in SAR images’ – Proceedings of 2^nd International Conference on Computer and Automation Engineering, ICCAE 2010, Singapore, 26^th – 28^th February 2010, pg. 761-764, IEEE catalog number : CFP1096F-PRT, ISBN: 978-1-4244-5585-0, Library of Congress: 2009938876, DOI: 10.1109/ICCAE.2010.5451786 .

55. P.Subashini, M.Krishnaveni, 2010, ‘Prediction of Period for Tamil handwritten Epigraphical scripts using Support Vector Machine’ – Proceedings of International Conference on Mathematices and Computer Science, ICMCS 2010, Loyola college, Chennai, 5^th – 6^th February, 2010, pg. 222 – 226, ISBN: 978-81-908234-2-5, cited by – 1.

56. Dr. P.Subashini, Ms. M.Krishnaveni Mr.Suresh Kumar Thakur, 2010, ‘Quantitative performance evaluation on segmentation methods for SAR ship images’ – Proceedings of International Conference of ACM Bangalore chapter, COMPUTE 2010, 22^nd – 23^rd January 2010, pg-23-25, ISBN: 978-1-4503-0001-8, citation – 2.

57. Dr.G.Padmavathi, Dr.P.Subashini, M.Muthukumar, (2009), ‘Comparison of Speckle reduction filters for denoising Under water images’ – Proceedings of International Conference on Machine Vision, Image processing and Pattern Analysis, Bangkok, 25^th – 27^th December 2009, ISSN – 2070 3724, pg 1055 – 1061, cited by – 1.

58. Dr.G.Padmavathi, Dr.P.Subashini, P.K.Lavanya, (2009), ‘Performance evaluation of the various edge detectors and filter for the noisy IR images’ – Proceedings of 2^nd International Conference on Sensors, Signals, Visualization, Imaging, Simulation and Materials (SENSIG 2009), Baltimore, USA, 7^th Nov 2009, ISSN – 1790-5117, ISBN – 978-960-474-135-9, pg. 199 – 203, Scopus indexed, citation – 1.

59. Dr.P.Subashini, Ms.M.Krishnaveni, (2009), ‘Texture based Segmentation for BRAIN MRI using Range filters’ – Proceedings of International conference on Advanced Computing, ICAC 2009, Cauvery College for Women and Bharathidasan University Technology park, 6^th -8^th August 2009, pg. 360-366.

60. P.Subashini, N.Valliammal, (2007), ‘Optical Character Recognition using Artificial Neural Networks’– Proceedings of International conference on Computers, Communications, Controls and Instrumentations, 3CI-2007, R V College of Engineering, Bangalore, 21^st – 23^rd Nov 2007, pg.28-31.

61. N.Valliammal, M.Krishnaveni, P.Subashini, (2007), ‘A hybrid model for feature selection in mining Text Documents’ –Proceedings of International Conference on software computing Techniques, Softech 2007, Avinashilingam university for Women, Coimbatore, January 2007.

62. P.Subashini, N.Valliammal, (2006), ‘A Character recognition system for Tamil handwritten characters using Back propagation Neural network’, International Conference on Artificial Intelligence in Engineering and Technology 2006-ICAIET 2006, University Malaysia Sabah, Malaysia, November 2006, pg. 219-223.

63. Lt.S.Santhosh Baboo, P.Subashini, K.S.Easwarakumar , (2006), ‘MCCV based image retrieval for Astronomical images’,Proceedings of International Conference on Web Information Systems and Technologies, WEBIST 2006, Portugal, April 2006.

64. Lt.S.Santhosh Baboo, P.Subashini, K.S.Easwarakumar , (2006), ‘Parallel query processing using Warp Edged Bushy trees in Multimedia Databases’,Proceedings of International Conference on Enterprise Information System 2006(ICEIS-2006), Cyprus, Europe, May 2006, cited by – 1.

65. Lt.S.Santhosh Baboo, P.Subashini, K.S.Easwarakumar, B.Senthilkumar, 2005, ‘Digital Water-marking for Mobile and PDA Devices based Images’–Proceedings of International conference on GVIP 2005, Egypt, pg.401-406.

Publications in National Conferences (31)

1. M.Manjutha, J.Gracy, P.Subashini, M.Krishnaveni, (2017), ‘Automated Speech recognition system – a literature review’, National Conference on Computational methods, Communication Techniques and Informatics- NCCCI 2017, Gandhigram Rural Institute, Gandhigram, 27^th Jan 2017, pg. 205-212, ISBN – 978-81-933316-1-3.

2. A.Vanitha, Dr.P.Subashini, Ms.Krishnaveni, (2012), ‘Performance Evaluation of supervised classification algorithm on SAR ice imagery’, National Conference on Computing and Intelligence Systems, D.G.Vaishnav College, Chennai, 12^th – 13^th Oct 2012, pg.102-106. ISBN – 978-81-905709-3-0.

3. S.Krithika, Dr.S.N.Geethalakshmi, Dr.P.Subashini, (2012), ‘Image enhancement for automated target recognition in underwater electro optic imagery’, National Conference on Computing and Intelligence Systems, D.G.Vaishnav College, Chennai, 12^th – 13^th Oct 2012, pg.13-16. ISBN – 978-81-905709-3-0.

4. M.Poovizhi, Dr.P.Subashini, Ms.Krishnaveni, (2012), ‘Fusion based edge detection on SAR images by combining Wavelet transform and Canny operator’, National Conference on Computing and Intelligence Systems, D.G.Vaishnav College, Chennai, 12th – 13th Oct 2012, pg.9-12. ISBN – 978-81-905709-3-0.

5. S.Saranya, Dr.P.Subashini, Ms.Krishnaveni, (2012), ‘Filtering Speckle Noise in SAR images using Fuzzy Median Filters’, National Conference on Computing and Intelligence Systems, D.G.Vaishnav College, Chennai, 12th – 13th Oct 2012, pg.5-8. ISBN – 978-81-905709-3-0.

6. U.Deepika, Dr.S.N.Geethalakshmi, Dr.P.Subashini, (2012), ‘A preprocessing framework for automatic underwater images denoising’, National Conference on Computing and Intelligence Systems, D.G.Vaishnav College, Chennai, 12^th – 13^th Oct 2012, pg.1-4. ISBN – 978-81-905709-3-0.

7. Dr. P.Subashini, S.Priya, (2011), ‘A Study on Predictive models for Total Electron Content in Ionosphere’, National Conference on Data Warehousing and Data Mining, Gobi Arts College, Gobichettipalayam, 4^th – 5^th March 2011, pg. 145-153, ISBN – 078-81-910200-1-4.

8. Dr. P.Subashini, S.Jansi, (2011), ‘A Study on Detection of Focal Cortical Dysplasia using MRI Brain Images, National Conference on Emerging Issues in Computer Applications (EICA’11), KSR College of Engineering, Thiruchengodu, 10^th Feb 2011, pg.50.

9. Dr.P.Subashini, N.Sridevi, (2010), ‘A Study on offline recognition of Handwritten Tamil Characters using Computational Intelligence techniques’, National Conference on Advanced Computing, NCAC 2010, DJ Academy for Managerial Excellence, Coimbatore, 24^th – 25^th Sept 2010, pg. 257-263, ISSN – 0975-0290.

10. Dr.G.Padmavathi, Dr.P.Subashini, Ms.D.Devi Aruna, (2010), ‘LANMAR with IPSec to Secure Network Layer for Mobile Adhoc Networks’ – Proceedings of National Conference on Advanced Computing Technologies (NCACT 2010), Avinashilingam University for Women, Coimbatore, 19^th Feb 2010, Pg. 49 – 52, ISBN – 978-93-80381-02-2.

11. Dr.G.Padmavathi, Dr.P.Subashini, Ms.D.Devi Aruna, (2009). ‘Comparison of Routing Protocols OLSR and ZRP with IPSec to Secure Network Layer for Mobile Adhoc Networks’ – Proceedings of National Conference on Network Security and Information Retrieval, RV College of Engineering, Bangalore, 14^th December 2009, pg. 40 – 43.

12. Dr.G.Padmavathi, Dr.P.Subashini, M.Muthukumar, Mr.Suresh kumar Thakur, (2009). ‘Performance Comparison of Median Filters for Impulse Noise removal in Underwater images’ – Proceedings of National Conference on Network Security and Information Retrieval, RV College of Engineering, Bangalore, 14^th December 2009, pg. 24 – 31.

13. R.Ushadevi, Dr.P.Subashini, (2009).‘SAR image classification using Stationary Wavelet Transformation’ – Proceedings of National Conference on ‘Emerging trends in Computer Science’, Avinashilingam University for Women, Coimbatore, 13^th March 2009, pg. 12.

14. M.Muthukumar, Dr.P.Subashini, Dr.G.Padmavathi, (2009) ‘Enhancement of Sonar images using Piecewise stretching technique’ – Proceedings of National Conference on ‘Emerging trends in Computer Science’, Avinashilingam University for Women, Coimbatore, 13^th March 2009, pg. 15.

15. S.Angel, Dr.P.Subashini, Dr.G.Padmavathi, (2009), ‘Edge Detection using LOG method for IR images’ – Proceedings of National Conference on ‘Emerging trends in Computer Science’, Avinashilingam University for Women, Coimbatore, 13^th March 2009, pg. 14.

16. P.Krishnaveni, P.Subashini, (2008), ‘Skew Correction using Wigner-Ville Distribution’ – Proceedings of National Conference on Research Areas in Computer Science, SRM University, Chennai, 24^th-25^th April, (2008), pg.9-10.

17. R.Vijayabhanu, S.Uma Maheswari, P.Subashini, (2008), ‘Tamil Handwritten Character Recognition using Multi-layer Perceptron Neural network’ – Proceedings of National Conference on Soft Computing, Image Processing and Network Management((2008)), Karpagam college of engineering, Coimbatore, 27^th-28^th March (2008), pg. 21-22.

18. T.Dhapati, P.Subashini (2008), ‘Hierarchical Clustering in Web Mining’ – Proceedings of national conference on “Recent Research Trends in Information Technology”(NCRIT-(2008)), RV College of Engineering, Bangalore, 7^th-8^th March (2008), pg.121-126.

19. P.Thangamani, P.Subashini, (2008), ‘Comparative study of Edge detection methods for Vehicle detection and Recognition’ – Proceedings of national conference on “Recent Research Trends in Information Technology”(NCRIT-(2008)), RV College of Engineering, Bangalore, 7^th-8^th March (2008), pg. 139-143.

20. Divya Baradwaj, P.Subashini, (2008), ‘Web Mining using Self-Organizing Maps’ – Proceedings of national conference on “Recent Research Trends in Information Technology”(NCRIT-(2008)), RV College of Engineering, Bangalore, 7^th-8^th March (2008), pg.11-15.

21. C.Vimala, P.Subashini, ((2008)), ‘A modified Edge Detection Algorithm for Object Recognition” – Proceedings of national conference on “Recent Research Trends in Information Technology”(NCRIT-(2008)), RV College of Engineering, Bangalore, 7^th-8^th March (2008), pg.134-139.

22. P.Subashini, M.Krishnaveni, ((2008)), ‘Image decomposition using Stationary Wavelet Transformation’ – Proceedings of national conference on “Recent Research Trends in Information Technology”(NCRIT-(2008)), RV College of Engineering, Bangalore, 7^th-8^th March (2008), pg. 111-112.

23. P.Krishnaveni, P.Subashini, (2007), ‘Thinning of Tamil Characters for Feature Extraction’ – Proceedings of National Conference on Information Systems and Computer Engineering-NICE 2007, RV College of Engg, Bangalore, 5^th-6^th Oct 2007, pg. 137-143.

24. M.Krishnaveni, P.Subashini, (2007), ‘Image enhancement using Radon transformation’ – Proceedings of National Conference on Information Systems and Computer Engineering-NICE 2007, RV College of Engineering, Bangalore, 5^th-6^th Oct 2007, pg. 75-81.

25. M.Krishnaveni, P.Subashini, (2007), ‘Classification of Tamil Handwritten Characters using modified RBF Networks’-Proceedings of National Conference on Data Mining & Its Applications, Gobi Arts College, Gobichettipalayam, March 2007.

26. P.Subashini N.Valliammal, K.Meenakshisundaram, (2007), ‘A study on performance evaluation for Fractal image compression using Genetic Algorithm’, Proceedings of National Conference on Data Mining and its applications, Gobi arts college, Gobichettipalayam, March 2007.

27. G.T.Prabavathi, P.Subashini, (2006), ‘Mining of Documents in Digital Library using Self-Organizing Map’, National Conference on Computing and Communication 2006, Dr.Mahalingam College of Technology, Pollachi, September 2006.

28. P.Subashini, N.Valliammal, Dr.S.C.Sharma, (2006), ‘Secured Tamil handwritten Digital Contents using Watermarking Technique’, Proceedings of National Symposium on Computer Vision and Image Processing 2006, SFR College for Women, Sivakasi, August 2006, pg. 13-22.

29. P.Subashini, N.Valliammal, (2006), ‘Securing images using Watermarking Techniques’, Proceedings of National Conference on Advanced development in Network and Intelligent Computing, ADNIC 2006, Adhiyaman College of Engineering, Hosur, March 2006.

30. Lt.S.Santhosh Baboo, P.Subashini, (2005), ‘Content Based Image Retrieval’ –Proceedings of National Conference on Emerging trends in Information Technology, 29^th, 30^th April 2005, Bishop Heber College, Trichy.

31. P.Subashini, (2003), Women and IT- Proceedings of National level Seminar on Accessibility of IT for rural community on 24^th Jan’03, Karpagam Polytechnic College, Coimbatore.

Articles published (20)

1. ‘இந்தியாவில் கர்ப்பப்பை வாய் புற்று நோய்’ - விஞ்ஞான சுடர், Scientific monthly magazine, Saradalaya Press, Avinashilingam Education trust institutions, Coimbatore, September – October 2012, Reg. No. CB/017/2012-2014.

2. ‘உருகும் பனியும் அதன் அபாயமும்’ – Series of articles in விஞ்ஞான சுடர், Scientific monthly magazine, Saradalaya Press, Avinashilingam Education trust institutions, Coimbatore from January 2011, Reg. No. CB/017/2009-2011.

3. ‘நீர் வாழ் நுண்ணியிரிகள் ’ – விஞ்ஞான சுடர், Scientific monthly magazine, Saradalaya Press, Avinashilingam Education trust institutions, Coimbatore from January 2011, Reg. No. CB/017/2009-2011.

4. ‘Water Pollution’ – Series of articles in விஞ்ஞான சுடர், Scientific monthly magazine, Saradalaya Press, Avinashilingam Education trust institutions, Coimbatore from September 2010 to January 2011, Reg. No. CB/017/2009-2011.

5. ‘படர்ந்து வரும் பாசிகள்’ – Series of articles in விஞ்ஞான சுடர், Scientific monthly magazine, Saradalaya Press, Avinashilingam Education trust institutions, Coimbatore from November 2009 to September 2010, Reg. No. CB/017/2009-2011.

• ‘பாரதி கண்ட புதுமைப் பெண்’, Award by Women Development Cell, Gobi Arts College, Gobichettiplayam, 8^th March 2022.

• Best paper Award for ‘Improved Noise Filtering Technique for Wake Detection in SAR Image Under Rough Sea Condition’, IEEE World AIIoT Congress (AIIoT), Seattle, 12^th May 2021

• Best paper award for 'Cost Analysis of the Optimized Two Phase Retrial Queueing System in Call Centers', International Conference on Data Analytics & Computational Mathematics. Coimbatore, 29^th Feb 2020

• Best paper Award (Mobile Computing Track) for ‘Wireless based CO₂ Monitoring system for Mushroom Cultivation’, International Conference on Research and Innovations in Computational Intelligence (RICI 2019), 4^th Feb 2019, Ramakrishna Women’s college, Coimbatore

• Best paper Award (Machine Learning Track) for ‘Motility Factor based Optimized Q-Learning Algorithm for intelligent Walking Cane’, International Conference on Research and Innovations in Computational Intelligence (RICI 2019), 4^th Feb 2019, Ramakrishna Women’s college, Coimbatore

• Best Paper Award for Paper Presentation, “A Study on Node Placement Strategies in Wireless Sensor Networks”, International conference on Social Mobile Analytics Cloud, International Journal of Theoretical & Applied Science, Special Issue released for International Conference on SMAC – Reshaping the future, Avinashilingam University for Women, Coimbatore, Feb 9^th 2018

• First prize for Paper Presentation, “Energy Consumption Analysis in WSN Based on Node Placement Strategies”, 1^st International Conference on Information Security Risks – Techno Legal Management TeLIMISR-2018, Vivekanandha Institute of professional Studies, New Delhi, May 21^st & 22^nd 2018

• ‘Special Award – Technology for Social Applications – Computer Assistive Technology for Differently abled students’, by Integrated Intelligent Research Group, Chennai, 18^th Jan 2018

• ‘ஆசிரியர் செம்மல்’, Award bestowed by ‘ராதாகிருஷ்ணன் அறக்கட்டளை’, Chennai, 5^th Sept 2017

• Best paper award for the paper titled ‘Hierarchical Clustering in Web Mining’ – in National conference on “Recent Research Trends in Information Technology”(NCRIT-2008), RV College of Engineering, Bangalore, 7^th-8^th March 2008

• Best poster presentation award for the paper titled ‘Thinning of Tamil Characters for Feature Extraction’ in National Conference on Information Systems and Computer Engineering-NICE 2007, RV College of Engineering, Bangalore, 5^th-6^th Oct 2007

Additional Responsibilities

• Coordinator, DST-CURIE-AI

• Coordinator, Centre for Machine Learning and Intelligence, DST Sponsored

• Coordinator, Avinashilingam Artificial Intelligence (A2I) Club

• Director, GREENTic India Chapter, Academic Collaboration with University of HASSAN II, Casablanca, Morocco

• Consultant (Research & Development), Kristu Jayanti College, Bengaluru

• IEEE Women in Computing, Computer Society of INDIA Council, 2015

• Advisory Committee member, Nirmala College for Women, Coimbatore, 2019-2021.

• Programme Committee member, The 2nd International Conference on Artificial Intelligence and Computer Vision (AICV’2021), Morocco. (Online)

• Organizing Secretary, 15 Day training on ‘Mobile App Development using ANDROID’, Centre for Machine Learning and Intelligence, 25^th Jan 2021, Avinashilingam University, Coimbatore.

• Organizing Secretary, ‘Synopsys simpleware software for 3D image processingand model generation’, Centre for Machine Learning and Intelligence, 4^th – 8^th Jan 2021, Avinashilingam University, Coimbatore.

• Organizing Secretary, 5 Day training on ‘Google Certification in GSuite for Education’, Centre for Machine Learning and Intelligence, 4^th – 8^th Jan 2021, Avinashilingam University, Coimbatore.

• Session Chair, 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 12^th – 18^th Dec, 2020, Online.

• Publication Chair, 2^nd International Conference on Artificial Intelligence and Computer Vision (AICV2021), June 28-30, 2021, Morocco

• Organizing Secretary, Webinar on ‘GSuite for Education – a Research Perspective’, 27^th Oct 2020, Avinashilingam University, Coimbatore.

• Organizing Secretary, Webinar on ‘Insights into GSuite for Education’, 22^nd Oct 2020, Avinashilingam University, Coimbatore.

• TPC and Session Chair, Fifth International Conference on Smart City Applications 2020, (SCA 2020), Oct 7^th – 9^th, 2020 at Tangier, Morocco (Virtual due to COVID).

• Technical Programme Committee Member, 2nd International Conference on Machine Learning & Applications (CMLA 2020), 26^th – 27^th Sept, 2020, Copenhagen, Denmark.

• Technical Programme Committee Member, 1st International conference on Artificial Intelligence: Advanced Topics and Social Issues: AIATSI 2020, April 13^th - 16^th, 2020, Marrakesh, Morocco.

• Programme Committee member (Track 6. Big Data in Education and Learning Analytics), 19th IEEE International Conference on Advanced Learning Technologies, IEEEICALT2019, 15^th – 18^th July, 2019, Brazil.

• Selection Committee member, DST-BDTD project, Feb 2019, Department of Computer Applications, Bharathiar University, Coimbatore.

• Board of Studies member, 2019, Department of Computer Applications, Sri Ramakrishna Mission Vidyalaya College of Arts and Science, Coimbatore.

• General Chair, 5^th IEEE International Smart Cities Conference, ISC2 2019, 14^th – 17^th Oct 2019, Casablanca, Morocco.

• Chair, Keynotes and Panel Committee, International Conference on Networking, Information Systems & Security (NISS 2019), Mediterranean Association of Sciences and Technologies and the Faculty of Sciences and Techniques of Tangier at Rabat, Morocco, 27^th – 28^th March 2019.

• Technical Programme Committee Member, International Conference on Networking, Information Systems & Security (NISS 2018), Mediterranean Association of Sciences and Technologies and the Faculty of Sciences and Techniques of Tangier, Morocco, 27^th – 28^th April 2018.

• Advisory Committee Member, International Conference on Information Security Risks – Techno Legal Management, Vivekananda Institute of Professional Studies (VIPS), New Delhi, 21^st - 22^nd May 2018.

• Reviewer and Organizing Member, International Conference on SMAC, Avinashilingam University for Women, 9^th Feb 2018.

• Technical Programme Committee Member, IEEE International Conference on current trends in Advanced Computing, ICCTAC 2018, Kristu Jayanti College, Bangalore, March, 2018.

• Chief Guest - Inaugural Address, National Conference on Image processing and Pattern Recognition, Department of Computer Science and Applications, Adhiparasakthi College of Arts and Science, Vellore on 30^th Aug 2017.

• Session Chair, National Conference on Computational methods, Communication Techniques and Informatics- NCCCI 2017, 27^th Jan 2017 , Gandhigram Rural Institute, Gandhigram.

• Organizing Secretary, Three day Workshop on Geographical Information System using Open Source Software, Department of Computer Science, Avinashilingam University, 16^th – 18^th Jan 2017.

• Advisory Committee Member, IEEE International Conference on current trends in Advanced Computing, ICCTAC 2017, Kristu Jayanti College, Bangalore, 2^nd – 3^rd March, 2017.

• Convener, SERB sponsored one day Seminar on ‘Opportunities in Assistive Technology’, 26^th Oct 2016.

• Program committee member, IEEE Symposium Series on Computational Intelligence (SSCI 2016), Athens, Greece, 6^th to 9^th Dec 2016.

• Member of Advisory Board and member of Technical Program Committee (TPC), ACM/IEEE sponsored International Conference On Soft Computing in Engineering during 2^nd to 4^th March 2017 organized by Department of Information Technology, Jaipur Engineering College and Research Centre .

• Chief Guest - Inaugural address, UGC sponsored workshop on "Research Directions in Data mining", Gobi Arts and Science College, Gobichettipalayam, 22^nd Jan 2016.

• Session chair, Technical track on Applications of Image Processing, IEEE TENCON 2015, Region 10 and University of Macau, Macau, November 1^st – 4^th, 2015.

• Program committee member / Reviewer, "Third International Conference on Foundations of Computer Science & Technology (CST-2016) " to be held in February 6~7, 2016, Sydney, Australia

• Program committee member / Reviewer, "International conference on Advanced Computing (ADCOM-2015)", June 27~28, 2015, Bangalore, India

• Organizing Secretary, Power seminar organized by Department of Computer Science and ICTACT, Tamilnadu on 12^th Dec 2014.

• Convener, 26^th Convocation and Graduation day celebrations, 9^th Dec 2014.

• Member in the Sub-committee to decide in the seniority of teachers in the Departments, 2014-2015.

• Member in Internal Review committee – 2014-2017.

• Member in the committee to frame procedures, recommendations and process to be framed to the follow the UGC guidelines on strict implementation of SC/ST reservation policies, 2014.

• Screening committee member year April, June 2014.

• Chairperson, Cybroz’14, technical symposium organized by Department of Computer Science, Avinashilingam University for Women, Coimbatore, Jan 21^st 2014.

• Judge for the Exhibition conducted on the 150^th Birthday of Swami Vivekananda on 28^th Jan 2014.

• Joint Secretary, Avinashilingam Alumnae Association, 2014

• Member in the committee to prepare details of recruitment/promotion of non-teaching staff vacancies, 23^rd-24^th Dec 2013.

• Screening committee member for the selection of Professor, Associate Professor, Assistant Professors- Nov 2013.

• Advisory Committee member for Dr.Ambedkar’s Study Center during 12^th five year plan, 2013

• Member of DST-CURIE Phase-II Committee.

• Member of Board of Studies, 2013, 2014, 2015, 2016.

• Member of the Committee to study UGC Regulations, 2012 for promotion and maintenance of standards of Academic collaboration between Indian and Foreign educational Institutions, October 2013.

• Member in the University Anti-sexual harassment committee, 2012-2013.

• Member in the Committee for scrutinizing ready reckoner of UGC regulations on minimum qualifications of teachers and other academic staff in Universities both direct recruitment, CAS - Amendment June 2013, October 2013.

• Program committee member / Reviewer, ITCSE 2013, Bangalore, India.

• Session Chair, Fourth International Conference on Innovations in Bio-inspired Computing and Application held on 22nd-24th August 2013 by Faculty of Electrical Engineering and Computer Science, VSB-Technical University, Ostrava, Czech Republic.

• Program committee member, "The Second International Conference on Control, Modelling, Computing and Applications” (CMCA-2013), Dubai, UAE.

• Program committee member, "International Conference on Soft Computing, Artificial Intelligence” (SAI 2013), Dubai, UAE.

• Organizer, Instructor in the mini symposia on Bio-inspired computing for the Cybernetics summer school(CSS 2013), 19th-22nd August 2013 by Faculty of Electrical Engineering and Computer Science, VSB-Technical University, Ostrava, Czech Republic.

• Organizer, ‘Emotional Intelligence for IT Professionals’ – Valedictory of Student’s Association meeting on 18^th March 2013.

• Session Chair in the International Conference on Computer Vision, Image and Signal Processing, ICCVISP 2013, World Academy of Science, Engineering and Technology, WASET, Barcelona, Spain, Feb 27^th -28^th 2013.

• Co-ordinator, ‘Cybroz – 2013’, Cybroz’12, technical symposium organized by Department of Computer Science, Avinashilingam University for Women, Coimbatore, January 24^th 2013.

• Session Chair, Second International Conference on Computational Science, Engineering and Technology, CCSEIT 2012, Avinashilingam University for Women, Coimbatore, 26^th -28^th Oct 2012.

• Special session organizer, “Advanced Mobile networking”, International Congress on Image and Signal Processing, CISP 2012, 16^th – 18^th Oct 2012 at Chongqing, China.

• Chairperson, National Conference on Computing and Intelligence Systems, D.G.Vaishnav College, Chennai, 12th – 13th Oct 2012.

• Organizer, ‘Lab on Cloud’ – Student’s Association meeting on 21^st Sept 2012.

• Organizer, ’Mobile applications using Open source software’ – Student’s Association meeting on 6^th August 2012.

• International Program committee member, 4^th International Conference on Computer and Communication Engineering ICCCE 2012 held during 3^rd – 5^th July 2012 at Kualalumpur, Malaysia.

• International Program committee member, 13th WSEAS International Conference on Neural Networks (NN '12), G. Enescu University, Iasi, Romania, June 13-15 , 2012.

• International Program committee member, 11th WSEAS Int. Conf. on Computational Intelligence, Man-Machine Systems And Cybernetics (CIMMACS '12), Singapore, May 11-13, 2012.

• Chief Guest - Inaugural address, National seminar on “Intuitionistic Fuzzy in Image Processing” sponsored by CSIR conducted by Department of Mathematics, Kong Engineering College, Perundurai on 02.03.2012.

• Advisory Committee member, National Conference on Computer Vision and Communication Systems, Kathir College of Engineering, Coimbatore held on 27^th April 2012.

• Organizer, ‘Project Meet 2012’ during 20^th Feb 2012.

• Co – Chairman, session ‘Systems Biology and Computational Biology’ in the Indo-Korean Conference on Integartive BioScience Research for the Era of Genomics, Avinashilingam University, Coimbatore during 11^th Feb 2012.

• Executive Committee member, Indo-Korean Conference on Integartive BioScience Research for the Era of Genomics, Avinashilingam University, Coimbatore held during 10^th – 11^th Feb 2012.

• Academic Consultant, ‘Certificate Course in Tamil Computing’ to be conducted by Department of Tamil, DG Vaishnav College, Chennai during Jan – Feb 2012.

• Chairperson, Technical session on ‘Topology and Fuzzy Topology’ in the International Conference on Mathematics and its applications – a new wave (ICMANW 2011) on 21^st – 22^nd Dec 2011, Avinashilingam University for Women, Coimbatore.

• Member, University Examination Committee, 2011-2012, 2012-2013.

• Extrenal Examiner, D.Sc. Viva Voce examination conducted by Tumkur University, Tumkur on 28^th Sept 2011.

• Chairperson, International Conference on First International Conference on Computer Science, Engineering and Information Technology (CCSEIT-2011) during September 23~25, 2011 organized by M.S. University, Tirunelveli.

• Member, Technical committee for the University IT Infrastructure Maintenance.

• PG project co-ordinator for the year 2011-2012.

• Advisory Committee member, International Conference on Computing, ICC 2011, New Delhi, 28^th – 29^th Dec 2011.

• Technical committee member, International Conference on Mechanical and Electrical Engineering ICMET 2011 held in August 26-27, 2011 at Dalian, China.

• Organizer, Special session on “Advanced Mobile networking”, International Conference on Software Engineering and Computer Systems ICSECS 2011, Malaysia during 27^th – 29^th June 2011 at Pehang, Malaysia.

• Program committee member, IEEE International Conference on Communication systems and Network Technologies, CSNT 2011 held in June 3-5, 2011 at Katra, Jammu& Kashmir, India.

• Program committee member, First IEEE International Workshop on Sensor Networks for Intelligence Gathering and Monitoring, SNIGM 2011 to be held in May 8-11, 2011 at Niagara falls, Canada.

• Visiting Researcher to University of New Brunswick, Saint John, Canada for collaborative Research discussions with Department of Computer Science and Applied Statistics, University of New Brunswick, St.John, Canada, 2^nd – 6^th May 2011.

• University nominee for Board of Studies, MCA Department, VLB Janaki Ammal College of Engineering, Coimbatore, 9^th April 2011.

• Chairperson, Cybroz’11, technical symposium organized by Department of Computer Science, Avinashilingam University for Women, Coimbatore, March 7^th 2011.

• Board member for Board of Studies, Gobi Arts College, Gobichettipalayam, 6^th March 2011.

• Chairperson, International Conference on Computing, ICC 2010, New Delhi, Dec 27^th – 28^th , 2010.

• Chairperson, UGC sponsored National Conference on Data Warehousing and Data Mining, Gobi Arts College, Gobichettipalayam, 4^th – 5^th March 2011.

• Organizer, Special session in International Conference on Computing, ICC 2010, New Delhi, Dec 27^th – 28^th , 2010.

• Organizer, Seminar on ‘Cyber Security’ on 20^th Dec, 2010.

• Organizer, four day workshop on ‘Personality Development’ on 27^th Sept – 1^st Oct 2010.

• Chairperson, National Conference on Artifical Neural Networks jointly organized by DRDO and Dept. of Mathemetics, Kongu Engineering College, Perundurai, 17^th – 18^th Sept, 2010.

• Organizer, NRB-DRDO sponsored two day seminar on ‘Emerging Technologies in Satellite Imagery’ on 29^th – 30^th April 2010.

• Organizer, two day Workshop on ‘Open Source Software’ on 28^th – 29^th January 2010.

• Organizing Secretary, two day International Workshop on Bio-inspired Computing on 21^st – 22^nd December 2009.

• Organizing Secretary, one day International Seminar on Information Security on 14^th December 2009.

• Co-convener, seven day workshop on ‘Ethical Hacking and Information Security’ organized during 30^th Sept-8^th Oct 2009.

• Co-convener, two days International Workshop on ‘Research Methodologies and Techniques’ organized during 18^th-19^th July 2008.

• Organizer, one week workshop on ‘J2EE/PHP’ from 28.08.2007 to 03.09.2007.

• Organizer, one day seminar on ‘Multimedia’ on 23.08.2007.

• Organizer, three days Workshop on VC++ from 25.10.2006 to 27.10.2006.

• Organizer, one week Workshop on ‘VB.Net Framework’ from 25.8.2006 to 31.8.2006.

• Co-convener, Seminar on ‘ePublishing’ organized during Dec 2005.

• Placement Advisor, 2003 to 2005.

• Member and Chief Coordinator in Linux Campus Club of the University registered under IBM university programme.

• Assisted in designing TamilNadu Universities websites for TANSCHE, Chennai.

• Assisted in Computer Education Programme for School Children – ELCOT project.

• NSS Programme Officer, 1994-1995, 1995-96, 1998-1999, 2006-2007.

• Associated in designing Curriculum for UG level Courses in the TamilNadu Universities for TANSCHE, Chennai.

• Associated in designing Curriculum for various courses in Avinashilingam University.

Invited Talks (63)

• ‘ICT based Exercises’, Faculty Improvement Programme, Avinashilingam University for Women, Coimbatore, 5^th April 2022.

• ‘e-Content Development’, Airforce School, Coimbatore, 29^th March, 2022.

• ‘Artificial Intelligence meets other Disciplines’, AI Awareness programme for Faculty Members, Avinashilingam University for Women, Coimbatore, 8^th Nov 2021.

• ‘Artificial Intelligence in Tamil Computing’, International Workshop on ‘Artificial Intelligence in Tamil’, Avinashilingam University for Women, Coimbatore, 26^th Oct 2021.

• ‘Digital Literacy & Effective use of Social Media’, Capacity Building & Personality Development Program (PDP), Kongu Arts and Science College, Erode, 20^th – 23^rd Oct 2021.

• Keynote Address on ‘Reinforcement Learning for Intelligent Devices’, The 2nd International Conference on Artificial Intelligence and Computer Vision (AICV’2021), Morocco. (Online)

• ‘Optimized Machine Learning approaches for Brain Computer Interface’, two-day international Conference on Current Trends in Advanced Computing (ICCTAC 2021), Kristu Jeyanti College, Bengaluru, June 4^th,2021.

• ‘Art of writing a Research Proposal’, Faculty Development Programme on "Trends and Challenges in Current Research", Department of Software Systems and Computer Science (PG), KG College of Arts and Science from 19^th April 2021 to 23^rd April 2021.

• ‘Basics of Artificial Intelligence Applications’, Virtual National Workshop on Artificial Intelligence and its Multi-Disciplinary Stances (AIMS-2021), Gandhigram Rural Institute, 22^nd – 27^th March, 2021.

• ‘Research Project proposal – a 360^. View’, Kongu Arts and Science College, Erode on 12^th March 2021.

• ‘Research projects and Funding agencies’ in three days Faculty Orientation Programme by D.G.Vaishnav College, Chennai on 12^th February 2021.

• ‘Funding opportunities to promote innovative Research in Music’, UGC-STRIDE sponsored 5 day training programme on Environmental Sustainability and Research Ethics Research Scholars, Avinshilingam University for Women, Coimbatore on 4^th Feb 2021.

• ‘Application of Artificial Intelligence in Home Science’, UGC-STRIDE sponsored 5 day training programme on Environmental Sustainability and Research Ethics Research Scholars, Avinshilingam University for Women, Coimbatore on 4^th Feb 2021.

• ‘Research / Project Proposals preparation’, IQAC Cell, Avinshilingam University for Women, Coimbatore on 9^th Nov 2020.

• ‘Nuances of Research Proposals’, Resource Person, Hindusthan college of Arts and Science, Coimbatore on 14^th Oct 2020.

• ‘Artificial Intelligence based water management’, Regional Training Programme on “Change you water, Change your Life through Artificial Intelligence (AI)’, Avinashilingam University for Women, 26^th Feb 2020.

• ‘Artificial Intelligence – A Research perspective’, International Conference on Recent Advances in Communications and Computing Techniques, Women’s Christian College, Chennai, 25^th Jan 2020.

• ‘Significance of Artificial Intelligence for children with special needs’, Guest Lecture at Department of Special Education, Avinashilingam University for Women, Coimbatore on 07^th Jan 2020.

• ‘Art of Research Proposals writing’, Resource Person, SDNB Vaishnav college for Women, Chennai on 30^th Nov 2019.

• ‘Research / Project Proposals writing’, Guest Speaker at Nirmala Annual Research Congress, Nirmala college for Women, Coimbatore on 27^th Nov 2019.

• ‘Optimization using Computational Intelligence’, Refresher Course on Computer Applications, Bharathiar University, Coimbatore, 23^rd Sept 2019.

• ‘Research Funding Proposals in Computer Science’, Guest Speaker at Faculty Development Programme, Sri Krishna Arts and Science College, Coimbatore, 29^th Dec 2018.

• ‘Smart inclusive city projects and achievements in INDIA’, Invited talk in Session CT2: Inclusive cities and the digital divide, Smart City Expo Casablanca, (SCE 28), Casablanca, Morocco, 19^th April 2018.

• ‘Defining accessible Smart cities based on closed and open source mobile apps’, Opening talk in CREATHON Smart City Connect, SCE 2018, Casablanca, Morocco, 20^th April 2018.

• ‘Applications of Computational Intelligence for Energy Optimization’, Key note talk at International Conference on Renewable Energies Power Systems and Green Inclusive Economy 2018(REPS & GIE), University of Hassan II Casablanca, Morocco on 24^th April 2018.

• 'Inclusive Smart Cities for Specially abled people’, Keynote Address in Mediterranean Symposium on Smart City Applications’, (SCAMS 2017), Tangier, Morocco, 25^th – 27^th Oct 2017.

• ‘Computational Intelligence in Image Processing ’, National Conference on Image processing and Pattern Recognition, Department of Computer Science and Applications, Adhiparasakthi College of Arts and Science, Vellore on 30^th Aug 2017.

• ‘Opportunities in Computer Science’, Association function of PG and Research Department of Computer Science, Government Arts College, Coimbatore on 3^rd March 2017.

• ‘eWaste Management’, NSS Special camp Unit X, Avinashilingam University for Women, Theenampalayam, Thondamuthur, 20^th Feb 2017.

• ‘Research Funding Proposals in Computer Science’, Faculty Development Programme, Centre for Research and PG and Research Department of Computer Science, Dr. N.G.P. Arts and Science College, Coimbatore, 30^th Jan 2017.

• ‘Nature Inspired Computing’, Key Note Address in National Conference on Computational methods, Communication Techniques and Informatics- NCCCI 2017, 27^th Jan 2017 , Gandhigram Rural Institute, Gandhigram.

• ‘Research proposal writing and Funding Agencies’, Research Colloquium, Department of Computer Science, Kristu Jayanti College, Bangalore, 26^th Nov 2016.

• ‘Big Data – an introduction’, One day Seminar on Big Data and Data Analytics, Department of Information Technology, Sankara College of Science and Commerce, Coimbatore, 12^th Aug 2016.

• ‘Research/Project proposal writing’, Quality Improvement Program, Department of Computer Science, Christ University, Bangalore, 4^th May 2016.

• ‘Eservices’, NSS Special camp Unit X, Avinashilingam University for Women, Theenampalayam, Thondamuthur, 23^rd March 2016.

• ‘Optimization using Particle Swarm Intelligence’, AICTE sponsored short term course on "Soft Computing and its Applications", Coimbatore Institute of Technology, Coimbatore, 15^th Feb 2016.

• ‘Data mining – Future Directions’, UGC sponsored workshop on "Research Directions in Data mining", Gobi Arts and Science College, Gobichettipalayam, 22^nd Jan 2016.

• ‘Women Empowerment through research’, Workshop on Women in Engineering, IEEE TENCON 2015, Region 10 and University of Macau, Macau, November 1^st – 4^th, 2015.

• ‘Optimized Segmentation for MRI brain images’, Technical track on Applications of Image Processing, IEEE TENCON 2015, Region 10 and University of Macau, Macau, November 1^st – 4^th, 2015.

• ‘Interdisciplinary Research project writing’ in two days National Seminar on Interdisciplinary and Transdisciplinary Approach in Research by D.G.Vaishnav College, Chennai on 14^th March 2015.

• ‘Research/Project proposal writing’, Shrimathi Devkunvar Nanalal Bhatt Viashnav College for Women, Chennai on 24^th Jan 2015.

• ‘Research proposal preparation’, Sri Ramakrishna College of Arts and Science for Women, Coimbatore on 20^th March 2014.

• ‘Research proposal preparation’ in two days National Seminar on Technical report writing by D.G.Vaishnav College, Chennai on 27^th – 28^th Sept 2013.

• ‘Applications using Bio Inspired Computing’ – Mini Symposia on ‘Bio inspired Computing’ in 2^nd IEEE sponsored Cybernetics Summer School, CSS 2013 organized by VSB Technical University, Ostrava, Czech Republic on 19^th – 22^nd August 2013.

• ‘Advancements in Medical Engineering’ – National level workshop on Research issues in Image processing organized by Department of Computer Applications, KSR College of Technology, Tiruchengodu on 05^th Jan 2013.

• ‘Fuzzy Image processing’ – National level workshop on Research issues in Image processing organized by Department of Computer Applications, KSR College of Technology, Tiruchengodu, 05^th Jan 2013.

• ‘Web based Research databases and software’ – Research Convention 2012, Avinashilingam University, Coimbatore, 15^th Sept 2012.

• Cooperation between IRIS, University of Stuttgart and Department of Computer Science, Avinashilingam University for Women, Coimbatore in the DST-DAAD PPP program, ‘Investigating Global Warming effect based on texture of icy lake surface condition from Satellite Imagery’, IRIS Colloquium, 16^th May 2012.

• ‘Current projects, co operations and future developments on SAR’, TerraSAR-X presentation, Corporate Astrium GEO-Information Services, Immenstaad, Germany, 15^th May 2012.

• ‘Fuzzy Image Processing’ – in the National seminar on “Intuitionistic Fuzzy in Image Processing” sponsored by CSIR conducted by Department of Mathematics, Kongu Engineering College, Perundurai on 02.03.2012.

• ‘Tools and Programming in Matlab’ in two day Faculty Development programme to be organized by Kathir College of Engineering, Coimbatore during 17^th – 18^th Feb 2012.

• ‘Shakthi Office Show – an introduction’ in Certificate Course on Tamil Computing organized by Department of Tamil, D.G.Vaishnav College, Chennai on 28^th Jan 2012.

• ‘Shakthi Office Write – an introduction’ in Certificate Course on Tamil Computing organized by Department of Tamil, D.G.Vaishnav College, Chennai on 27^th Jan 2012.

• ‘Shakthi Office – an introduction’ in Certificate Course on Tamil Computing organized by Department of Tamil, D.G.Vaishnav College, Chennai on 22^nd Jan 2012.

• ‘Tamil websites and Tamil software – an introduction’ in Certificate Course on Tamil Computing organized by Department of Tamil, D.G.Vaishnav College, Chennai on 21^st Jan 2012.

• ‘Tamil websites – an introduction’ in Certificate Course on Tamil Computing organized by Department of Tamil, D.G.Vaishnav College, Chennai on 20^th Jan 2012.

• ‘Introduction to Funding Organizations’ in two days National Seminar on Research methodology and project proposal preparation by D.G.Vaishnav College, Chennai on 14th – 15th Oct 2011.

• ‘Research proposal preparation’ in two days National Seminar on Research methodology and project proposal preparation by D.G.Vaishnav College, Chennai on 14th – 15th Oct 2011.

• ‘Research Projects in Computer Science’ in Refresher course in Computer Science organized by the Academic Staff College, Bharathiar University, Coimbatore on 24^th May 2011.

• ‘Wavelet based Image denoising using Ant colony optimization technique for identifying ice class in SAR imagery’ in IEEE UNB Chapter, University of New Brunswick, Saint John, Canada on 3^rd May 2011.

• 'MATLAB in Research’ in the one day Research Development programme organized by Department of Computer Science, Gobi Arts and Science College, Gobichettipalayam on 2^nd April 2011.

• ‘W5H of Research’ in the Valedictory function of Student’s Association organized by Saraswathi Thiagaraja College, Pollachi, 21^st March 2011.

• “A PIP into MATLAB Image Processing toolbox” in the ‘Faculty Development Program’ organized by MCA Department, Siddhaganga Institute of Technology, Tumkur, 21^st – 22^nd January, 2011.

• “Preparation of Research Proposals” in the ‘Faculty Development Program’ organized by MCA Department, Siddhaganga Institute of Technology, Tumkur, 23^rd - 24^th October, 2010.

• “Neural Networks in Image Processing” in the National Conference on Artifical Neural Networks jointly organized by DRDO and Dept. of Mathemetics, Kongu Engineering College, Perundurai, 17^th – 18^th Sept, 2010.

• “Image Processing using MATLAB” in the ‘Faculty Development Program’ organized by MCA Department, Siddhaganga Institute of Technology, Tumkur, 28^th - 29^th June, 2010.

• 'Cognitive Radios” in the ‘Continuous Education Program for Scientists’ organized by National Physical and Oceanographic Laboratory, Kochi, 12^th August, 2009.

• “Ship and Wake detection in SAR images” in the ‘Continuous Education Program for Scientists’ organized by National Physical and Oceanographic Laboratory, Kochi, 12^th August, 2009.

• “Image Processing using MATLAB” in the one day National workshop on MATLAB, DG Vaishnav college, 30^th January, 2009.

• “Virtual Reality” in a Seminar on 14^th Sep’ 01, Dr. SNS Rajalakshmi college of Arts and Science, Coimbatore.

Papers Presented at National / International Conferences (19)

• ‘Synergistic Fibroblast Optimization Based Improved Reinforcement Learning For Intelligent Assistive Device’, 2017 IEEE Symposium Series on Computational Intelligence (SSCI 2017), Honolulu, Hawaii, USA, 27^th – 29^th Nov 2017.

• ‘Survey on Nature Inspired Algorithms for Smart city Applications’, Mediterranean Symposium on Smart City Applications’, (SCAMS 2017), Tangier, Morocco, 25^th – 27^th Oct 2017.

• ‘Hybrid Particle Swarm Optimization Algorithm Based on Cellular Organism Behavior for Solving Complex Non Linear Problems in Dynamic Environments’, 18^th International Conference on Researches in Science & Technology (ICRST) organized by World Association for Scientific Research and Technical Innovation, Rome, Italy, 9^th- 10^th June 2017.

• ‘Texture Feature Extraction of Infrared River Ice Images using Second-order Spatial Statistics’, International Conference on Computer Vision, Image and Signal Processing, ICCVISP 2013, World Academy of Science, Engineering and Technology, WASET, Barcelona, Spain, Feb 27^th -28^th 2013.

• ‘Impact of Technology use on Minority student’s academic achievement’, UGC sponsored National Seminar on India’s Infrastructure-Challenges, Initiatives and Perspectives, Avinashilingam University for Women, Coimbatore, 15^th – 16^th Dec 2011.

• ‘A linear framework for identification of ship and its velocity estimation using SAR images’ – International Conference on Computer Science, Engineering and Information Technology, CCSEIT 2011, 23^rd – 25^th Sept 2011 at M.S.University, Tirunelveli.

• ‘Imputation of missing data using Bayesian principal component analysis on TEC ionospheric satellite dataset’ – IEEE international workshop on Sensor networks for Intelligent monitoring and Gathering, SNIGM 2011, Niagara falls, Ontario, Canada, May 8^th – 11^th, 2011.

• ‘Data Fusion by Intelligent Classifier Combination-A Review’ – International Conference on Mathematics and Computer Science, ICMCS 2011, Loyola college, Chennai, 7^th – 9^th January, 2011.

• ‘A combined preprocessing scheme for texture based Ice classification from SAR images’ – ACM-W Conference on Women in Computing, A2CWiC’10, Amrita University, Coimbatore, 16^th-17^th Sept 2010.

• ‘Coupling optimal method of segmentation with restoration for target detection in SAR images’ – IEEE International Conference on Computer and Automation Engineering, ICCAE 2010, Singapore, 26^th Feb – 28^th Feb 2010.

• ‘Quantitative performance evaluation on segmentation methods for SAR ship images’ – International Conference of ACM Bangalore chapter, COMPUTE 2010, 22^nd – 23^rd January 2010.

• Presentation of the ongoing research work during the National Symposium on Research Methodologies and Techniques, RV College of Engineering, Bangalore, 2^nd-3^rd June 2008.

• ‘Thinning of Tamil Characters for Feature Extraction’ - – Poster presentation in National Conference on Information Systems and Computer Engineering-NICE 2007, RV College of Engineering, Bangalore, 5^th-6^th Oct 2007.

• 'Secured Tamil handwritten Digital Contents using Watermarking Technique', National Symposium on Computer Vision and Image Processing 2006, SFR College for Women, Sivakasi.

• Content Based Image Retrieval – National Conference on Emerging trends in Information Technology, 29^th, 30^th April 2005, Bishop Heber College, Trichy.

• Women and IT- National level Seminar on Accessibility of IT for rural community on 24^th Jan’03, Karpagam Polytechnic College, Coimbatore.

• Geographic Information System – Refresher Course in Computer Science – Bharathiar University, Coimbatore.

• Technology and the Environment – Need based Refresher Course on Environment Education – Bharathiar University, Coimbatore.

• Computer Aided Teaching – 35^th Orientation Course – Bharathiar University, Coimbatore.

Abroad Visits

• Casablanca, Morocco, 5^th – 18^th Oct 2019 to participate IEEE ISC2, 2019.

o Contribute as General co-chair of IEEE ISC2 2019 to the preparation of the event and take part, as General co-chair representing Avinashilingham University at the opening of IEEE ISC2 2019

o Participate as an expert on machine learning and IoT to the development of part of the testbed of End to End Energy Efficiency Living lab project (E4 Living Lab) funded by the National Centre for Science and Technology Research (CNRST.ma)

o Work together on the preparation of a book on Frugal Inclusive Smart Cities.

• Casablanca, Morocco, 6^th – 14^th Sept 2019 to participate in Solar Decathlon Africa (SDA), 2019.

o Assist E- Co Dar team for the development of IoT/Machine learning based solution of monitoring E- Dar Smart home appliances and preparation of the final prototype of E- Co Dar.

o Participate to Solar Decathlon Africa as representative of Avinashilingham University within E Co Dar consortium and participate to SDA international competition event.

o Participate as an expert on machine learning and IoT to the development of part of the testbed of End to End Energy Efficiency Living lab project (E4 Living Lab) funded by the National Centre for Science and Technology Research (CNRST.ma)

o Work together on the preparation of a book on Frugal Inclusive Smart Cities.

• Singapore, 16^th – 21^st June 2019

• Boston, USA during 13^th May – 12^th June 2019

• Dubai, UAE during 22^nd – 23^rd Nov 2018 to visit Solar Decathlon Middle East (SDME) 2018.

• Casablanca, Morocco during 16^th – 26^th April 2018 for

o Invited talk at Smart city expo Casablanca 2018 on “Smart Inclusive City projects and achievements in India” at International event Smart City Expo Casablanca on 18^th 19^th April, 2018

o Opening talk at Creathon/Hackathon on “Open source mobile apps and platformsfor inclusive smart city” in the program of Smart City Connect Casablanca, 20^th April, 2018

o Keynote talk on “Machine Learning and Energy Production-Consumption Profiling” in the opening ceremony session at the International Conference on Renewable Energies Power Systems and Green Inclusive Economy 2018 (REPS & GIE) on 23th – 24^th April 2018

o Participation at IEEE Women In Engineering panel on Women Leadership in Promoting Societal Development, International Conference on Renewable Energies Power Systems and Green Inclusive Economy 2018 (REPS & GIE) on 23^rd April 2018

o Presentation of joint work of “e-learning platform” with Pr. Aawatif Hayar at the live demo in e-douar living lab: smart inclusive ecological village on 23^rd April, 2018

• Hawaii, Honolulu, USA during 27^th – 29^th Nov2017 – Paper presentation in IEEE International Symposium Series on Computational Intelligence (IEEE SSCI 2017)

• Tangier, Morocco during 25^th – 27^th Oct 2017 to give Keynote Speech in Mediterranean Symposium on Smart City Applications’, (SCAMS 2017)

1. • 1. • Zurich, Switzerland during 2^nd – 5^th June 2017

        • Florence, Italy during 6^th – 8^th July 2017.

        • Rome, Italy to participate and present paper in 18^th International Conference on Researches in Science & Technology (ICRST), 2017, 9^th – 14^th June 2017

        • Dubai, UAE during 5^th – 10^th Oct 2016.

        • Macau, China to participate in IEEE TENCON 2015 organized by Region 10 and University of Macau, 1^st – 4^th Nov 2015.

        • Singapore, Malaysia during April 10^th – 20^th 2014.

        • Ostrava, Czech Republic

          • to participate in 2^nd IEEE sponsored fourth International Conference on Innovations in Bio-Inspired Computing and its Applications, IBICA 2013 organized by VSB Technical University, Ostrava, Czech Republic during 23^rd – 24^th August 2013.

          • to participate in 2^nd IEEE sponsored Cybernetics Summer School, CSS 2013 organized by VSB Technical University, Ostrava, Czech Republic during 19^th – 22^nd August 2013.

        • Prague, Czech Republic during 16^th – 18^th August 2013.

        • Barcelona, Spain for presenting paper in the International Conference on Computer Vision, Image and Signal Processing, ICCVISP 2013, World Academy of Science, Engineering and Technology, WASET during 27^th Feb – 28^th March 2013.

        • University of Stuttgart, Germany under DST-DAAD Project based personnel exchange program during 4^th Feb – 6^th March 2013.

        • ‘Computer Museum’, University of Stuttgart, 22^nd May 2012.

        • Venice, Italy during 18^th – 19^th May 2012.

        • Corporate Astrium GEO-Information Services, Immenstaad, Germany, 15th May 2012.

        • Paris, France during 11^th – 13^th May 2012.

        • Interlaken, Switzerland during 5^th – 6^th May 2012.

        • Cell Biology and Immunology lab, Institute for Biology, University of Stuttgart, 2^nd May 2012.

        • University of Stuttgart, Germany under DST-DAAD Project based personnel exchange program during 24^th April – 23^rd May 2012.

        • Niagara Falls, Ontario, Canada for attending IEEE Canadian Conference on Electrical and Computer Engineering, CCECE 2011, 9^th -11^th May 2011.

        • Niagara Falls, Ontario, Canada for attending and presenting a paper in First IEEE International Workshop on Sensor Networks for Intelligence Gathering and Monitoring, SNIGM 2011, 8^th May 2011.

        • University of New Brunswick, Fredericton, Canada for discussion about collaborative programs, 7^th May 2011.

        • University of New Brunswick, Saint John, Canada for giving an invited talk in the UNB IEEE Chapter, 2^nd – 6^th May 2011.

        • Singapore for attending and presenting a paper in IEEE International Conference on Computer and Automation Engineering, ICCAE 2010, Singapore, 26^th Feb – 28^th Feb 2010.

        • Nanyang Technological University, Singapore for a Joint Research work with Prof. Sundararajan, School of Electrical and Electronics Engineering from March 1^st to March 8^th, 2009.

Membership in professional bodies

1. IEEE Member – Membership number : 92588501

2. IEEE Computational Intelligence Society Member

3. IEEE Computer Society of India Member

4. IEEE Green ICT Community Member

5. Indian Academy of Social Sciences.

6. Indian Science Congress

7. Forum for Women IT Professionals

8. Universal Professional Association

9. International Association of Computer Science and Information Technology-IACSIT

10. World Scientific and Engineering Academy and Society – WSEAS

11. Advanced Computing Research Society – ACRS

12. International Association for Engineers, Hong Kong – IAENG

13. Senior Member in Universal Association of Computer and Electronics Engineers and Universal Association of Mechanical and Aeronautical Engineers, UACEE/UAMAE, Institute of Research Engineers and Doctors (Membership-Id SNM1002635)

14. Life member, Center for Education Growth and Research, Newdelhi

15. Member in Indo US Collaborative for Engineering Education (IUCEE), Research Cluster – Image Processing and Machine Learning, University of Massachusetts Lowell, USA

16. Life member – Advanced Computing and Communications Society. India. Membership Id – L31194A1623495.

17. Life member - World Association for Scientific Research and Technical Innovation (WASRTI).

18. Member - Association of Scientists, Developers and Faculties (ASDF), Membership ID – 7637666591054004.

Editorial ship

• Co-Editor, Springer publication in the Smart Innovation, Systems and Technologies Book series, 2020 (In press)

• Editor, NOVA Science Publishers, New York, USA.

• Editor, GASCIAN Journal of Science and Applications.

• Editorial board member in International Journal of Information Technology, Control and Automation (IJITCA).

• Editorial board member in International Journal of Engineering and Advanced Technology (IJEAT).

• Co-Editor for the Special issue on ‘Advanced Multimedia Networking’ in WSEAS Transactions on Systems to be published in August 2012, Print ISSN: 1109-2777, E-ISSN: 2224-2678

• Editorial board member in Journal of Computational Intelligence And Electronic Systems, American Scientific Publishers, USA

• Editorial board member of Machine Learning and Applications: An International Journal (MLAIJ)

Reviewer of Journals

• International Journal SPIE – Optical Engineering, USA.

• International Journal of Advanced Computing, India

• Defense Science Journal, India

• IST Press, Canada

• Educational Research and Reviews(ERR), Academic Journals, Victoria Island, Lagos

• World Scientific and Engineering Academy and Society – WSEAS

• EURASIP Journal on Advances in Signal Processing, Springer

• International Conference on Soft Computing, Artificial Intelligence - (SAI 2013), Dubai, UAE.

• British Journal of Mathematics & Computer Science, Sciencedomain International, UK.

• Journal of Neuro Computing, Elsevier.

• Elsevier Journal of Computer Methods and Programs in Biomedicine