Official website - www.avinuty.ac.in/

ORCID - 0000-0002-3009-7363

SCOPUS - 35933032500

Microsoft Academic id - 2136887473

Google Scholar - DM9PgnwAAAAJ

Web of Science researcher id - ABF-8562-2020

LinkedIn - https://www.linkedin.com/in/sivakumari-s-16856213a

Vidwan ID - 192886

Books : (2)

1.P.Amudha, S.Sivakumari, Classification Techniques for Intrusion Detection, Notion Press, 2 ISBN: 9781648285820, 2020

2.P.Amudha, S.Sivakumari, Data Leakage Detection System, Lambert Academic Publishing, ISBN: 978-613-9-99886-9, 2019.

Books Chapters: (6)

1. P.Amudha, S.Sivakumari, Intrusion Detection Using Modified Artificial Bee Colony with Feature Subsets , Handbook on Information Technology, ISBN: 978-93-84443-46-7, pp. 173-182 , Research India Publications, Delhi, India, 2016

2. R.Praveena Priyadarsini S.Sivakumari, “Privacy Preserving Data Mining using Random perturbation Technique”, Advance in Applied Computing,Bharathiar University, pp: 63 – 68,ISBN : 978-93-80769-17-2

3.R.Praveena Priyadarsini S.Sivakumari, “Privacy preserving data mining: A Survey of Approaches” , Advanced research in computer applications, Bharathiar University pp:89-95,ISBN : 978-93-80769-18-9.

4. P.Amudha, S.Sivakumari, Hybridization of Machine Learning Algorithm in Intrusion Detection System, Handbook of Research on Machine and Deep Learning Applications for Cyber Security, E-ISBN13: 9781522596134, pp.150-175, IGI Global Publisher, July, 2019 , DOI: 10.4018/978-1-5225-9611-0

5.P.Amudha, S.Sivakumari, Hybridized Swarm optimization Classifiers with Ensemble Feature Ranking Techniques: Recent Study, Emerging Trends in Engineering research and Technology, E-ISBN: 978-93-90149-34-6, pp.98-108,vol.6 , Book Publisher International, July 2020

6.Amitha Mathew, P.Amudha, S.Sivakumari, Deep Learning Techniques: An Overview , Advanced Machine Learning Technologies and Applications - Part of Advances in Intelligent Systems and Computing, ISBN 978-981-15-3383-9PP: 599-608, Vol.1141, Springer, May 2020

International Journal Publications:(69)

1. S.Sivakumari, R.Praveena Priyadarsini, P.Amudha,” Evaluation of Various Kernels of Support Vector Machines For The Classification of Unbalanced Datasets” ,International Engineering and Technology Journal of Information Systems, PP.209-212,Vol.2, No.4 .(ISSN: 0973-8096), 2008.

2. S.Sivakumari, R.Praveena Priyadarsini, P.Amudha ,”A Novel Approach for Selecting Feature Subsets for Classification”, International Journal of Emerging Technologies and Applications in Engineering Technology and Sciences, PP.594-597, Vol.2, Issue 2 (ISSN: 0974-3588),July-December 2009.

3. S.Sivakumari, R.Praveena Priyadarsini, P.Amudha , “Selecting Informative Feature – A Novel Approach for the Classification of Breast Cancer Dataset”, International Journal of Emerging Technologies and Applications in Engineering Technology and Sciences, PP.626-630, Vol.2, Issue 2,(ISSN: 0974-3588),July-December 2009

4. S.Sivakumari, R.Praveena Priyadarsini, P.Amudha , “Performance Comparison of Feature Selection Methods for Classification of Large Dataset” , International Journal of Computer Application in Engineering, PP.377-381, Vol.1, Issue 2, (ISSN: 0974-3596), April – September 2009.

5. R.Praveena Priyadarsini,M.L.Valarmathi,S.Sivakumari ,”Gain Ratio Based Feature Selection Method for Privacy Preservation”, ICTACT Journal on Soft Computing, April 2011, PP.201-205,Volume:01,Issue:04,ISSN : 2229-6956.

6. R.Praveena Priyadarsini,M.L.Valarmathi,S.Sivakumari ,”Hybrid Perturbation Techniques using Feature Selection Method for Privacy Preservation in Data Mining”, International Journal of Computer Applications , PP.34-41,Vol:58 No:2 (ISSN:0975- 8887),November 2012 ,Impact Factor: 0.85

7. P.Amudha, S.Karthik, S.Sivakumari, ” Classification Techniques for Intrusion Detection-An Overview”, International Journal of Computer Applications, PP 33-40,ISSN No.0975-8887, Vol.76,No.16 ,August, 2013,Impact Factor:0.835

8.R.Praveena Priyadarsini,M.L.Valarmathi, S.Sivakumari ,”Multilevel Privacy Preservation using Rotation Perturbation”, International Journal of Engineering and Technology, PP: 278-293,Vol. No:6, Issue No.1, ISSN :0975-4024, Feb-March 2014

9.P.Amudha, S.Karthik, S.Sivakumari, ”Classifier Model for Intrusion Detection using Bio-inspired Meta-heuristic Approach”, International Journal of Computer Science and Information Technologies, Vol.5, Issue:6, PP:7637-7642 ,ISSN:0975-9646 ,Nov-Dec 2014.

10. P.Amudha, S.Karthik,S.Sivakumari,” Feature Significance Based Ranking method using Fuzzy Rule Based classifier”, International Journal of Computer Science and Technology,PP: 405-413, Vol.No; 5, Issue No.2, ISSN: 0976-8491, April – June 2014

11.M.Aasha,S.Sivakumari,” An Overview on Model Free Approach of Gait Recognition”, International Journal of Applied Engineering Research, Vol: 9, No.23 ,PP. 21713-21722. ISSN 0973 – 4562, November 2014

12. S.Sivaranjani,S.Sivakumari ,”A Novel Approach for Serial Crime detection with the Consideration of class Imbalance problem”, Indian Journal of science and Technology,PP:1-9,Vol. 8, No.34,ISSN:0974-5645, December 2015

13. M.Aasha, S.Sivakumari ,”An Efficient Gait based Recognition using Bat Algorithm”, International Journal of Computer Applications, PP. 41-45,Vol. 123, No.9, ISSN.0975 – 8887, December 2015

14. P.Amudha, S.Karthik,S.Sivakumari ,”A Hybrid Swarm Intelligence Algorithm for Intrusion Detection using Significant Feature”, The scientific world journal, Vol.2015, Article ID:574589 ,PP.1-15, ISSN No:1537-744,(2015),Impact Factor:1.219

15.P.Amudha, S.Karthik, S.Sivakumari ,”Swarm Based Classifier Model Using Ensemble Feature Ranking Methods”, ARPN Journal of Engineering and Applied Sciences, PP:8052-8059,Vol.10, No.18, ISSN: 1819-6608,October-2015,H.Index:7

16.M.Aasha, S.Sivakumari ,”An Optimized Part based Gait Recognition using Multi-Objectice Particle Swarm Optimization”, International Journal of Performability Engineering, PP:481-489,Vol:11,No.5,ISSN:097313,September, 2015

17. R.Praveena Priyadarsini, M.L.Valarmathi, S.Sivakumari , “Attribute Segregation based on Feature Ranking Framework for Privacy Preserving Data Mining “,Indian Journal of Science and Technology, pp.1-9,Vol. 8(17), 59772, August-2015,ISSN:0974-5645.

18.P.Amudha, S.Karthik, S.Sivakumari ,”Intrusion Detection using Artificial Bee Colony with Reduced Features”, International Journal of Applied Engineering Research, PP.21125-21138,Vol.10, No,8 ,ISSN:0973-4562, (2015), Impact Factor :1.8233.

19. P.Amudha, S.Karthik, S.Sivakumari ,”Intrusion Detection based on Core Vector Machine and Ensemble Classification Methods”, International Journal of Applied Engineering Research,pp:30306-30310,Vol-10, No:41,ISSN:0973-4562, (2015), Impact factor:1.8233

20. S.Sivaranjani, S.Sivakumari,” Crime Hot Spot Analysis and Prediction using Spatial Data Mining Approaches - A Review”, International Journal of Applied Engineering Research, pp.7099-7108,Vol. 10, No. 3,ISSN 0973-4562, (2015)

21.R.Praveena Priyadarsini,M.L.Valarmathi, S.Sivakumari ,”Correlation Based Dependent, Independent and Reduced Slicing Algorithms for Privacy Preserving Data Mining”, International Journal of Applied Engineering Research, pp.30580-30595,Volume 10, Number 41,ISSN 0973-4562, (2015)

22. S.Sivaranjani, S.Sivakumari ,”Mitigating Serial Hotspots on Crime Data using Interpolation Method and Graph Measures”, International Journal of Computer Applications, PP.17-25,Vol. 126, September-2015, ISSN: 0975-8887.

23. S.Sivaranjani, S.Sivakumari ,”GIS Based Crime Hotspot Mapping and Analysis Using Radial Basis Function (RBF ) and Interpolation Method”,International Journal of Remote Sensing and Geoscience,PP.43-49,Vol.4, Issue 5, September 2015,ISSN: 2319-3484.

24.P.Amudha, S.Karthik, S.Sivakumari , “Intrusion Detection using Artificial Bee colony with Reduced Features.”, International Journal of Applied Engineering Research,pp:,Vol-10, PP.21125-21138No:41,ISSN:0973-4562, (2015), Impact factor:1.8233

25. R.Praveena Priyadarsini,M.L.Valarmathi, S.Sivakumari ,”Attribute Association Based Privacy Preservation for Multi Trust Level Environment”, Sadhana - Academy Proceedings in Engineering Science, PP.1-15.,Vol. 41,ISSN: 0256-2499.

26. M.Aasha, S.Sivakumari ,”A study on Technologies used for Implementation of Internet of Things”, World Scientific News, PP.41, Vol.41, ISSN: 2392-2192 ,2016.

27. M.Aasha, S.Sivakumari ,”Efficient Gait Recognition of Individuals by Utilizing Shape Features using Particle Swarm Optimization”, International Journal of Data Mining and Knowledge Engineering,PP:35-39,Vol: 8, No: 2, ISSN : 0974-9683,Feb 2016.

28. S.Sangeetha , S.Sivakumari , “Ontology based Effective Semantic Information Retrieval for Big Data “, Data Mining & Knowledge Engineering , Vol.8, Issue:4, pp: 115-119 , ISSN:0974-9683,

29. R.Praveena Priyadarsini, S.Sivakumari,P.Amudha,” Enhanced L-Diversity Algorithm for Privacy Preserving Data Mining”, Communications in Computer and Information Science, PP 14-23,Vol. 674, ISSN:1865-0929,Springer

30. S.Sivaranjani, S.Sivakumari, “Crime Prediction and Forecasting in Tamilnadu using Clustering Approaches”, IEEE Xplore Digital Library, Doi:10.1109/ICETT, 2016.7873764

31. Vishnu priya,S.Sivaranjani, S.Sivakumari, “A Survey on Crime Hotspot Analysis – Techniques and Tools “, International Journal of Innovative Research in Engineering Science and Technologies,Vol.4, Issue 2, pp: 153-158,May 2016,ISSN:2320-981X

32. M.Aasha, S.Sivakumari , “The Internet of Things – A Survey”, World Scientific News, Vol. 41,pp : 150-158,ISSN : 2392-2192, 2016

33. Vishnu Priya, S.Sivaranjani, S.Sivakumari , “GIS Enabled Internet of Things Applications : An Overview “,World Scientific News, Vol. 41,pp : 143-149,ISSN 2392-2192, 2016

34. P.Amudha, S.Karthik, S.Sivakumari,” An Experimental Analysis of Hybrid Classification approach for Intrusion Detection”, Indian Journal of Science and Technology, PP.1-8, Vol.9, Issue:13,ISSN:0974-5645 , April 2016,Impact factor :1.002

35. P.Amudha, S.Sivakumari, R.Praveena Priyadarsini, Technology Transfer: An effective approach to improve Health Industries, Intercontinental Journal of Marketing Research Review, ISSN: 2347-1670, Vol.5,issue:5,pp.160-67,Special Edition II, 2016

36. M.Thenmozhi, S.Sivakumari, “Wireless Adhoc Networks:A Survey of MAC based Routing Mechanism”, International Journal of Computer Applications , ISSN: 0975-8887,Vol.167, No.3. June 2017

37. D.Nithya, S.Sivakumari , “State of the Art of Web News Mining”, International Journal of Computer Engineering & Applications ,Vol: XI, Issue: VII, July 2017, Impact Factor:4.382

38. M. Thenmozhi, S. Sivakumari , “Wireless Ad hoc Networks: A Survey of MAC based Routing Mechanisms “, International Journal of Computer Applications, ISSN:0975 – 8887,Vol. 167 , No.3, June 2017.

39. D.Nithya, S.Sivakumari , “A Study on Web Mining Tools”, International journal of Research in Electronics and Computer Engineering, ISSN:2348-2281, Vol.5, Issue:2, pp. 135 – 137, April-June 2017.

40. P.Vigneswari, S.Sivakumari , “Study on Forward Error Correction Codes for Optical Networks” , International Journal of Research in Electronics and Computer Engineering, ISSN:2348-2281, Vol.5, Issue : 2, pp. 130 – 134, April – June, 2017.

41. R.Ahila, S.Sivakumari , “ A Survey on Security Issues in Cloud Environment”, International of Research in Electronics and Computer Engineering ,ISSN:2348-2281, Vol.5, Issue : 2, pp.138 - 140, April-June, 2017.

42. S.Sivaranjani, M.Aasha, S.Sivakumari,” Hot Spot Identification using Kernel Density Estimation for Serial Crime Detection, Advances in Intelligent Systems and Computing” vol.837, pp.253 - 265, 2018– Springer

43. A.Snegaa, S.Sivakumari, R.Praveena Priyadarsini, “Study on Swarm Intelligence on Medical Field”, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, Vol.3,Issue : 1,(ISSN : 2456-3307),2018.

44. G.Bhavani,S.Sivakumari, “A Survey on Anonymizing Data in Graph based Multifold Model”,International Journal of Innovative Research in Engineering Science and Technology, Vol.6,Issue :1, pp.14 - 21 (ISSN2320- 981X), April,2018.

45. K.E.Preethiga, G.Bhavani,S.Sivakumari, “A Survey on Preserving Data in Association Rule Hiding”,International Journal of Innovative Research in Engineering Science and Technology, Vol.6,Issue :1, pp.22 - 28 (ISSN2320- 981X), April,2018.

46. M.Thenmozhi, S.Sivakumari,”Adaptive MAC Based Location Aware On- Demand Energy Efficient Routing Protocol (AMAC-LAODEERP) for Wireless Adhoc Networks”,International Journal ofPure and Applied Mathematics,Vol.119,No.12,pp.14213 - 14223 (ISSN :1314-3395),2018,scopus indexed

47. Sinduja, D.Nithya, S.Sivakumari, “Review Technique on Web Content Mining- Tools and Algorithms”,International Journal of Innovative Research in Engineering and Technology,Vol:6,Issue :I,Pp.1 - 5,ISSN :2320 -981X, April, 2018.

48. D.Nithya, S.Sivakumari,”Categorizing Online News Articles using Penguin Search Optimization Algorithm” , International Journal of Engineering & Technology,Vol.7,Issue : 4, pp. 2565 - 2568 (ISSN No :2227-524X) Scopus Journal, 2018.

49. P.Amudha, S.Sivakumari,”Disambiguating Technique for Protecting Data in Social Network” International Journal of Management Technology & Engineering,Vol.8,Issue : 9, pp. 2024-2029 (ISSN No :2249-7455) UGC Approved Journal, 2018

50. D.Nithya, S.Sivakumari,”Categorizing the Significance of News Articles by Applying the Decision Stream” International Journal of Management Technology & Engineering,Vol.8,Issue : 9, pp. 2195 - 2203 (ISSN No :2249-7455) UGC Approved Journal, 2018.

51. B.Marappa, M.S.Rudresha, R.B.BasavarajG.P.Darshan, B. DarukaPrasad, S.C.Sharma, S.Sivakumari, P.Amudha, H.Nagabhushana, EGCG assisted Y2O3 :Eu 3+ nanopowders with 3D micro-architecture assemblies useful for latent finger print recognition and anti-counterfeiting applications, Sensors and Actuators B: Chemical, ISSN: 0925-4005, vol.264,PP. 426-439, July 2018, https://doi.org/10.1016/j.snb.2018.02.133

52 .Nitha,K.P, S.Sivakumari, “Survey on Factors Determining the Share price Movement in Indian Stock Market- A Bigdata Approach”,Indian Journal of Scientific Research in Computer Science,Engineering and Information Technology,Vol.5,Issue :1,pp.63 - 69, January - February,2019,(ISSN : 2456- 3307)

53. G.Tamilmani and Dr.S.Sivakumari (2019) “Early detection of brain cancer using association allotment hierarchical clustering”, International Journal of Imaging Systems and Technology, Volume 29, Issue 4, pp. 617–632.

54.Bhavani, G. and Sivakumari, S. (2019). Quality Preserving ICOA for ARH. International Journal on Emerging Technologies, 10(4): 472–477

55. G. Bhavani, S. Sivakumari,” Improved Cuckoo Optimization Algorithm for Association Rule Hiding”, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-8 Issue-10, August 2019

56.P.Amudha, S.Sivaranjani,S.Sivakumari,”Sentiment Analysis using Data Mining echnique’Journal of Applied Science and Computations, Volume VI, Issue V, May/2019, pp. 3659- 3665, ISSN NO: 1076-5131(UGCapproved Journal- 41238)

57. Bhavani, G., & Sivakumari, S. (June 2019). Survey on Association Rule Hiding Techniques. International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET),6(3), 300-305.Print ISSN :2395-1990 Online ISSN: 2394-4099.(Google Scholar)

58.B.Sabeena,S.Sivakumari,P.Amudha,”Kernel based Principal Component Analysis based Dimensionality Reduction and Fuzzy Convolution Long Short-term Memory based Convolutional Neural Network (FCLSTM-CNN) for Parkinson’s Disease Classification”,Journal of Advanced Research in Dynamical & Control Systems, vol.12,07 - Special issue, pp.269-283, June 2020, ISSN 1943-023X

59.Vanitha.G,P.Amudha,S.Sivakumari,”Congestion Control in wireless Sensor Networks using Artificial intelligence Techniques “nternational Journal of Innovative Technology and Exploring Engineering , ISSN: 2278-3075, pp: 1697-1699,Vol: 9; Issue 5, March-2020.

60. P.Shree nandhini,P.Amudha, S.Sivakumari,”Air Quality Prediction using Artificial Intelligence” International Journal of Innovative Technology and Exploring Engineering,ISSN: 2278-3075, pp: 1417-1420,Vol: 9; Issue 5; March-2020.

61.Nitha.K.P , Dr. S. Sivakumari , and Dr.Suraj.E.S, Does Valuation Models Work well for Sensex stocks in Indian Stock Market? – An Empirical Analysis,TEST Engineering & Management,The Mattingley Publishing Co., Inc.Volume 83, Pp: 18360 - 18368, ISSN: 0193-4120,Publication Issue: March - April 2020

62. Nitha.K.P , Dr. S. Sivakumari , and Dr.Suraj.E.S, Revising and Refining Equity Valuation Models for Sensex Stocks in Indian Stock Market – An Empirical Analysis using Machine Learning Approach,Psycology and Education (2020) 57(9): 4881-4894, ISSN: 00333077

63. B.Sabeena, S.Sivakumari, P.Amudha, A technical survey on various machine learning approaches for Parkinson’s disease classification, Materials Today: Proceedings, Science Direct, Elsevier, ISSN 2214 7853, Nov 2020.

64.G.Tamilmani and Dr.S.Sivakumari (2020) “Safe Engineering Application for Detecting the Brain Tumor Using Grey Wolf Optimization Technique”, Journal of Green Engineering, Volume 10, Issue 5, pp.1971-1983.

65. Bhavani, G., & Sivakumari, S. (April 2020). BSE-QP-ICOA for Association Rule Hiding. International Journal of Applied Engineering Research (IJAER), 15(4), pp.425-430, ISSN 0973-4562.(Google Scholar)

66. P.ShreeNandhini, P.Amudha, S.Sivakumari, Air Quality Forecasting System using Improved Sparse Auto Encoder with Deep Learning Approach, Journal of Huazhong University of Science and Technology (Natural Science Edition),ISSN:1671-4512,Vol. 50, Issue 4, pp. 1-14, April 2021

67. K.Divya, S.Sivakumari, P.Amudha , Assisting System for Paralyzed Patients Using Eye Gesture, International Journal of Scientific Research in Computer Science, Engineering and Information Technology, Volume 7, Issue 2, pp. 655-660, ISSN 2456-3307, March-April 2021, UGC Journal No : 64718. https://www.irjet.net/archives/V8/i5/IRJET-V8I5139.

68. Sreedevi R. Krishnan, P.Amudha, S.Sivakumari, Automatic Detection of Anomalies in Video Surveillance using Artificial Intelligence, IOP Conference Series: Materials Science and Engineering, vol. 1085, pp.1-8, 2021, ISSN 1757-899X, https://iopscience.iop.org/article/10.1088/1757-899X/1085/1/012020

69. Nitha.K.P , Dr. S. Sivakumari , and Dr.Suraj.E.S, The Upshot Of Covid -19 On Sensex & Sectoral Indices In Indian Stock Market – A Comparative Analysis During Pre Covid & Covid Period,Turkish Journal of Computer and Mathematics Education Vol.12 No.8(2021),pp. 2081-2089

National Journals : (6)

1.S. Sivakumari, S.Maragatham, S.C.Sharma,” Faculty Development : An Effective Performance Enhancement in Teaching”, Journal of Higher Education - University News, PP : 3-5,Vol.55 No.45,Nov 06-12, 2017, ISSN-0566-2257

2.S.Sivaranjani ,S.Sivakumari , “Edge Adaptive Image Steganography based on LSB Matching Revisited”, Journal of Computer Applications

3.S.Sivakumari, R.Praveena Priyadarsini ,P.Amudha , “Ant Colony Optimization For Discovering Classification Rules “, Journal of Computer Science, PP.1101-1107, Vol.3, Issue 4,(ISSN: 0973-2926), May – June 2009.

4.S.Sivakumari , R.Praveena Priyadarsini ,S.Chandralekha , “An Empirical comparison of induction learning algorithms on large dataset”, Journal of Computer Science, PP. 881-885, Vol.3, Issue 1,(ISSN:0973-2926), Nov-Dec 2008.

5. S.Sivakumari ,” K-means Clustering Algorithm for Discovering Clusters in Breast Cancer Database “Journal of Research Highlights,PP.221-228, Vol.18, No.4, October 2008.

6.S.Sivakumari , R.Praveena Priyadarsini ,P.Amudha .” Indian Journal of Engineering, Science, and Technology”, PP.39-42,Vol.2, No.2,(ISSN: 0973-6255), July-Dec 2008

International Conferences: (33)

1. S.Sivakumari, R.Praveena Priyadarsini, P.Amudha, Women in ICT :A strategy for National development, International Conference on Gender issues in E-Society on 19-12-05 & 20-12-05

2. S.Sivakumari, S.Chandralekha, R.Sabitha,” Data Cleaning Techniques Preemptive Data Cleaning and the post data cleaning”,In Proceedings of International conference on Soft computing Techniques in Engineering,pp.126-133, Jan.2007

3. S.Sivakumari,S Angel Latha Mary,” Performance Analysis of Frequent item sets Algorithms in Association Rule”, In Proceedings of International conference on Soft computing Techniques in Engineering, pp.417-421,Jan.2007.

4. S.Sivakumari, R.Praveena Priyadarsini , “Mining Technique for prediction of Breast cancer survivability”, In Proceedings of International conference on Computer,Communication Control & Instrumentation, pp.78-81,Nov.2007

5. S.Sivakumari, R.Sabitha,” Implementation and comparison of frequent set mining algorithms”,In Proceedings of International conference on Intelligent systems & control,Feb.2008.

6. S.Sivakumari, R.Praveena Priyadarsini,” An Empirical comparison of inductive learning algorithms on large dataset”, In Proceedings of International conference on Intelligent systems & control,pp.1-7,Feb.2008

7. R.Praveena Priyadarsini,M.L.Valarmathi,S.Sivakumari,” Task Independent Privacy Presentation using attribute Ranking Method”, In Proceedings of International conference, Jan.2012.

8. P.Amudha, S.Karthik, S.Sivakumari, Intrusion Detection Based on Core Vector Machine and Ensemble Classification Methods, IEEE International Conference on Soft-computing and Network Security, SNS College of Technology on 25th to 27th, February, 2015. pp. 1-5, doi: 10.1109/ICSNS.2015.7292408

9. R.Praveena Priyadarsini,M.L.Valarmathi,S.Sivakumari,” Feature Creation based Slicing for Privacy Preserving data mining “,In Proceedings of ACM IKDD Conference on Data Science,Pune, March.2016.

10. M.Aasha., S.Sivakumari , “An Effective reduction of Gait Recognition Time by using Gender Classification”, In Proceedings of International Conference on Advances in Information Communication Technology & Computing, ISBN NO: 978-1-4503-4213-1, August 2016.

11. S.Sivaranjani,S.Sivakumari,”Crime Prediction and Forecasting in Tamilnadu using Clustering approaches”, In Proceedings of Intl Conference on Emerging Technological Trends ,Archived in IEEE Xplore Digital Library, Oct.2016.

12. M.Aasha,S.Sivakumari,” Multi-Objective Effective Enhanced Adaptive Fusion Technique using BAT Algorithm for Effective Gait-based Recognition “,IEEE Digital Explore Library,ISBN NO: 978-1-5090-4558-7, Dec.2016.

13. S.Sivakumari.P.Amudha R.Praveena Priyadarsini, “Technolgy Transfer :An Effective Approach to Improve Health Industries”, In Proceedings of UGC sponsored 7th International Conference on Development Policy Leveraging Investment,Infrastructure and Intellectual Capital for Economic Development, Dec.2016.

14. S.Sivakumari,” An Intelligent Livestock Habinant Monitoring System with Multi-Objective Inference using IoT”, International Conference March 2017.

15. M.Thenmozhi, S.Sivakumari ,” Adaptive Energy Efficient and Rate Adaptation based Medium Access Control Routing Protocol (AEERA – MACRP) for Fully Connected Wireless Ad hoc Networks”, In Proceedings of IEEE 8th International Conference on Computing Communication and Networking Technologies .July 2017.

16. G.Tamilmani and Dr.S.Sivakumari (2017) “A survey on various data mining methods for detecting cancer cells”, ”, International Conference on Smart Technologies and Management for Computing, Communication, Controls, Energy and Materials, ICSTM - (IEEE), Volume 8, Number 11, pp. 242-245.

17. D.Nithya,S.Sivakumari ,” A Review Technique on Web Content Mining- Tools and Algorithms” In Proceedings of International Conference on Intelligent Computing,Nano Science and Renewable Energy Sources, March 2018.

18. P.Amudha, S.Sivakumari, Disambiguating Technique for protecting data in social networks, 2nd International Conference on Emerging Trends in Science, Engineering & Management, pp.23-28, 2018, ISBN:978-93-87433

19. P.Amudha, S.Sivakumari, Big data Analytics Using Support Vector Machine, IEEE International Conference of Soft Computing and Network Security (ICSNS) 14th -16th February 2018

20. P.Amudha, S.Sivakumari, Impact of Social Media in Music Industry, International Conference on Dance, Music and Media in the 20th and 21st Centuries, on 6th& 7th February, 2018

21. P.Amudha, S.Sivaranjani, S.Sivakumari, Sentimental analysis using data mining technique, Intl. conference on “Emerging Trends in Wireless communications, signal processing and Networking, 07.03.19 and 08.03.19, pp.18, ISBN: 978-93-88570-07-7

22. G.Vanitha, P.Amudha, S.Sivakumari, Working of Wireless and Mobile Networks-Survey, International Conference on Innovations in Computer Science and Information Technology, 3rd&4th October,2019, ISBN:978-93-89105-21-6

23. P.ShreeNandhini, P.Amudha, S.Sivakumari, A Survey Paper on Spatial And Temporal Networks Model for Analysis Air Quality, International Conference on Innovations in Computer Science and Information Technology, 3rd&4th October,2019, ISBN:978-93-89105-21-6

24. Sreedevi R. Krishnan, P.Amudha, S.Sivakumari, Study on Automatic Detection of Anomalies in Video Surveillance using Artificial Intelligence, Annual International Conference on Emerging Areas (AICERA 2020) - AICTE Sponsored International E- Conference on Computing & Communication Systems for a Fourth Industrial Revolution, Amal Jyothi College of Engineering, Kottayam, Kerala (14.12.2020 to 16.12.2020).

25. Sabeena, S.Sivakumari, P.Amudha, Technical Review on Various Approaches for Parkinson’s Disease Classification, Intl. Conference on Modern Engineering Science and Technology, organized by Dr.Kalam Institute of Engineering Research at Ooty (17.02.2020)

26. G.Vanitha, P.Amudha, S.Sivakumari, Congestion Control in Wireless Sensor Network using AI Techniques – A survey, Intl. Conference on Modern Engineering Science and Technology, organized by Dr.Kalam Institute of Engineering Research at Ooty 17.02.2020

27. P.ShreeNandhini, P.Amudha, S.Sivakumari, Air Quality Prediction using Artificial Intelligence –A survey, Intl. Conference on Modern Engineering Science and Technology, organized by Dr.Kalam Institute of Engineering Research at Ooty 17.02.2020

28. Amitha Mathew, P.Amudha, S.Sivakumari, Deep Learning : An Overview, International Conference on Advanced Machine Learning Technologies and Applications (AMLTA-2020), February 13-15, 2020, Manipal University, Jaipur

29. B.Sabeena, S.Sivakumari, P.Amudha, Kernel based Principal Component Analysis based Dimensionality Reduction and Convolution Long Short-term Memory based Convolution Neural Network(FCLSTM-CNN) for Parkinson’s Disease Classification, International E-Conference on Information, Communication & Networking, Easwari Engineering College, Chennai on 9.04.2021 & 10.04.2021

30. G.Vanitha, P.Amudha, S.Sivakumari, Energy-Aware Proficient Control Scheme for Congestion Control in WSN, International E-Conference on Information, Communication & Networking, Easwari Engineering College, Chennai on 9.04.2021 & 10.04.2021

31. P.ShreeNandhini, P.Amudha, S.Sivakumari, Air Quality Forecasting System using Improved Sparse Auto Encoder with Deep Learning Approach, International E-Conference on Information, Communication & Networking, Easwari Engineering College, Chennai on 9.04.2021 & 10.04.2021.

32. K.Divya, S.Sivakumari, P.Amudha , Assisting System for Paralyzed Patients Using Eye Gesture, International Conference on Advanced Computing & Communication Systems, Sri Eshwar College of Engineering, Coimbatore, 19.03.2021 & 20.03.2021.

33. G.Tamilmani and Dr.S.Sivakumari (2021) “Detection of Brain Tumor using Neuro Fuzzy Classifier”, International Conference on Technological Advancement in Computer and Communication, Volume 12, NO. 1, pp. 27701-27715

National Conferences : (20)

1. S.Sivakumari,R.Sabitha,” Efficient Implementation of dÉclat Algorithm”, In Proceedings of National Conference on Recent Trends in Advanced Computing, Oct.2007.

2.S.Sivakumari, Dr.S.C.Sharma,”Frequent itemset Generation for a large dataset”, In Proceedings of National Conference on Information Systems and Computer Engineering,Oct.2007

3.S.Sivakumari,” Survey of Association rule mining algorithms”, In Proceedings of National Conference on Software Engineering and Application,Nov 2007.

4.S.Sivakumari,R.Sabitha,” Implementation of Dynamic Item set Counting Algorithm an Large Dataset”, In Proceedings of National Conference on “Recent Trends in Information and Communication Technology, March 2008

5.S.Sivakumari, R.Praveena Priyadarsini, S.Chandraleka,” Support Vector Machine for the Classification of Large Dataset”, In Proceedings of National Conference on Computing & Communication, April 2008

6.S.Sivakumari,R.Sabitha, “Discovering Frequent Patterns in Large Dataset using Hyper-Structure Mining”, In Proceedings of National Conference on Recent Advances in Computer Technologies, March 2008

7.S.Sivakumari, R.Praveena Priyadarsini, S.Chandraleka,” Study of Kernel Functions of Support Vector Machines for the Classification of Large Dataset”, In Proceedings of National Conference on Communication, Computation Control and Automation, April 2008

8.P.Gouthami, S.Sivakumari,” Hybrid Classification Based on Support vector Machine Trained by Glow warm Swarm Optimization”, National Level conference on Service Oriented Computing, March ,2011

9. R.Praveena Priyadarsini , M.L.Valarmathi,S.Sivakumari,” Privacy preserving data mining : A survey of approach”, In Proceedings of National Conference on Advance in Computer Application, March 2012.

10.R.Praveena Priyadarsini , M.L.Valarmathi,S.Sivakumari,” Privacy preserving data mining using Random perturbation Techniques”, In Proceedings of National Conference on Advance in Computer Application, March 2012.

11.S.C.Sharma, S.Maragatham,S.Sivakumari ,Udaya Kiran, M.Thenmozhi ,” Impact of Music and Technology”,In Proceedings of National Conference on Mutual Influence of Music and Technology, Dec.2017

12.P.Amudha, S.Sivakumari ,”The Role of Computer Technology in Music : A Review”, In Proceedings of National Conference on Mutual Influence of Music and Technology, Dec.2017.

13.P.Amudha, S.Sivakumari,” The Role of Dr.B.R.Ambedkar for Women Emancipation and Empowerment in India”, In Proceedings of National Conference on Thoughts of DR. B.R.Ambedkar and its Relevance to Contemporary Society, March .2018

14.Sheethal M.S, P.Amudha, S.Sivakumari, A Survey on Optimal Path Selection And Passenger Load Estimation, Two day National Conference on Machine Learning and Its Applications, 21st & 22nd February 2020, pp.51-53, ISBN: 978-81-945147-6-3

15.Sreedevi R. Krishnan, P.Amudha, S.Sivakumari, A Study on Machine Learning Techniques For Anomaly Detection, Two day National Conference on Machine Learning and Its Applications, 21st & 22nd February 2020, pp. 46-50, ISBN: 978-81-945147-6-3

16.Devi. V, P.Amudha, S.Sivakumari, Analysis on Block Chain Based Electronic Health Records, Two day National Conference on Machine Learning and Its Applications, 21st & 22nd February 2020, pp.42-45, ISBN: 978-81-945147-6-3

17.B.Sabeena, S.Sivakumari, P.Amudha, Prediction of Parkinson’s Disease Using Machine Learning Algorithms – Survey, Two day National Conference on Machine Learning and Its Applications, 21st & 22nd February 2020, pp.30-32, ISBN: 978-81-945147-6-3

18. G.Vanitha, P.Amudha, S.Sivakumari, Wireless Sensor Network Using Artificial Intelligence Techniques – An Overview, Two day National Conference on Machine Learning and Its Applications, 21st & 22nd February 2020, pp.25-29, ISBN: 978-81-945147-6-3

19.P.ShreeNandhini, P.Amudha, S.Sivakumari, Air Quality Prediction Using Artificial Intelligence – A Review, Two day National Conference on Machine Learning and Its Applications, 21st & 22nd February 2020, pp.22-24, ISBN: 978-81-945147-6-3

20.Amitha Mathew, P.Amudha, S.Sivakumari, A Review on Finger Vein Recognition Using Deep Learning Techniques, Two day National Conference on Machine Learning and Its Applications, 21st & 22nd February 2020, pp. 12-15 , ISBN: 978-81-945147-6-3 .

National Seminar/Workshop: (19)

1. P.Amudha, S.Sivakumari, Data Mining Based Intrusion Detection in wireless Sensor Networks, AICTE sponsored national Seminar on recent Trends in wireless sensor Networks on 6th and 7th December 2013

2.R.Praveena Priyadarsini, S.Sivakumari, P.Amudha, Cyber-attacks, Its Threats and Challenges: A Study, TNSCST sponsored National Seminar on Emerging issues and challenges in cyber security, pp.4-5, September 6th & 7th, 2017, ISBN: 978-93-84-234-089

3.P.Amudha, R.Praveena Priyadarsini, S.Sivakumari, Email Security Using Spam Filtering: An Overview, TNSCST sponsored National Seminar on Emerging issues and challenges in cyber security, pp.1-3, September 6th & 7th, 2017, ISBN: 978-93-84-234-089

4. P.Amudha, R.Praveena Priyadarsini, S.Sivakumari, Cyber Security: An Analysis of Email Spam Classification, National Seminar on Cyber Security: Contemporary Issues and Challenges,pp.28-30, 28th August, 2017, ISBN : 978-93-84234-87-4

5.P.Amudha, R.Praveena Priyadarsini, S.Sivakumari, Encryption Technique on Cloud Data: an Overview, TNSCST sponsored National Seminar on Privacy and Data Security Issues in Cloud Computing, pp.1-3, August 10th, 2017, ISBN: 978-93-84-234-35-5

6. G.Bhavani, S.Sivakumari, R.Praveena Priyadharshini,”Comparative Study of PrivacyPreservation Strategies in Data Mining”,In Proceedings of TNSCST Sponsored National level Seminar on Privacy and Data Security Issues in Cloud Computing. August 2017

7. D.Nithya, S.Sivakumari, “Spooling Attacks in Web Services”, In Proceedings of National Seminar on Cyber Security : Contemporary Issues and Challenges, August 2017

8. R.Ahila, S.Sivakumari,” Securing Logging Profile in Cloud by Preserving User’s Privacy and Integrity of Logs”, In Proceedings of National Seminar on Cyber Security : Contemporary Issues and Challenges, August 2017

9.M.Aasha, S.Sivakumari,S.Maragatham,” Overview of Cyber-Attack Detection Strategies”,In Proceedings of National Seminar on Cyber Security : Contemporary Issues and Challenges, August 2017

10.D.Nithya, S.Sivakumari,” Overview of Web Mining Tools”, In Proceedings of TNSCST Sponsored National level Seminar on Privacy and Data Security Issues in Cloud Computing, August 2017

11.G.Bhavani, S.Sivakumari,” Cyber Crime Prevention Techniques”,In Proceedings of TNSCST Sponsored National level Seminar on Emerging Issues and Challenges in Cyber Security, Sep.2017

12.P.Amudha, R.Praveena Priyadarsini, S.Sivakumari, Decision Tree in Rapid Miner, TNSCST sponsored National Workshop on Rapid Miner – A Tool for Research in Data Mining, pp.1-6,July 25th, 2017, ISBN: 978-93-84-234-63-8

13. G.Bhavani, S.Sivakumari,” Security and Privacy Issues in IoT”, In Proceedings of TNSCST Sponsored State Level Seminar on Privacy and Security in the Era of Big Data and Internet of Things, Sep.2017

14.Sangeetha.K.S,Aasha,M., S.Sivakumari,” Internet of Things-Applications,Privacy and Security”, In Proceedings of TNSCST Sponsored State Level Seminar on Privacy and Security in the Era of Big Data and Internet of Things, Sep.2017

15.Sindhuja.P,D.Nithya, S.Sivakumari,” A survey on Big Data”, In Proceedings of TNSCST Sponsored State Level Seminar on Privacy and Security in the Era of Big Data and Internet of Things, Sep.2017

16. Jamuna Haseen.K,K.P.Nitha, S.Sivakumari,” A Study on Privacy Preserving Data Mining Algorithms in Health care Big Data”, In Proceedings of TNSCST Sponsored State Level Seminar on Privacy and Security in the Era of Big Data and Internet of Things, Sep.2017

17.K.P.Nitha,S.Sivakumari,” Is Big Data Analytics suitable for Stock Price Prediction in Indian Stock Market”,In Proceedings of TNSCST Sponsored State Level Seminar on Privacy and Security in the Era of Big Data and Internet of Things, Sep.2017

18.R.Ahila, S.Sivakumari,” A Study on Security Issues in Cloud Computing”, In Proceedings of TNSCST Sponsored National level Seminar on Privacy and Data Security Issues in Cloud Computing, August 2017.

19. P.Amudha, S.Sivakumari, Safe and Responsible Use of Internet, National Seminar on EDU TECH JAMBOREE on 17th & 18th January, 2018

Onsite Assignment :

Visiting Faculty for the course M.Sc IT and Management, Institute of Finance Management (IFM), Dar-Es-Salaam, Tanzania

Duration : 26.06.2011 to 17.07.2011, 13.08.2012 to 31.08.2012, 11.03.2013 to 29.03.2013, 24.02.2014 to 14.03.2014, 31.01.2015 to 21.02.2015, 19.12.2015 to 10.01.2016 and 11.02.2017 to 10.03.2017

Subjects Handled : Web Technology, Multimedia, Computing programming Laboratory (Linux), System and network Administration Laboratory (Linux)

Awards and Recognition :

1. Inspection Committee member for Bharathiar University to course approval in Sree Jeyandra Saraswathy Thiagaraja College, Pollachi(2006)

2. External Examinership in valuing/question paper setting/for theory/practical/UG & PG project viva voce examinations in Anna University Chennai, Karunya University Coimbatore, Vinayaka Mission University Salem, Government college of Technology Coimbatore, Madras University Chennai, Bharathiar university Coimbatore. and Kumaraguru College of Technology, Coimbatore.

3. Profiled in Marquis Who's Who in Science and Engineering Book published in America in the year December 2010 edition.

4. Acted as Chief Superintendent of Bharathiar University Examinations.

5. Reviewer of International Journal of Computational Intelligence Research(ISSN: 1875 - 6891) and IEEE transactions on Knowledge and Data Engineering.

6. External Jury for ICTACT Youth Talk and Youth Presentation competition on 09.08.2016

7. NPTEL - Appreciation by IIT Madras as active SPOC for the local chapter during the period July-December,2017

8.Expert member for Computer Sciences Board, SNS College of Technology,Coimbatore , 2016 and 2017.

9. Doctoral Committee member, Anna University

10. Indian Examiner for Phd Viva Voce Exams(3 scholars) of MGR University, Manonmaniam Sundaranar University and Anna university

11. Presiding Officer, LokShaba Election, 2019

12. Reviewer for the book titled “Machine and Deep Learning Applications for Cyber Security” published by IGI Global Publishers,USA.January 2020

13. Awarded prestigious “Longest Continuous SBC” under CSI Academic Award for the year 2017.

14. Co-opted member for M.Sc IT and Management Course (Tanzania) for syllabus preparation

15. Evaluator for assessing proposals under AICTE AQIS Schemes

16. Expert committee member of AICTE Approval process.

17. Certificate of Appreciation for the translating the files (10.25 hours) of the course “Operating System Fundamentals” in Tamil Language,August 2020

18. Letter of Appreciation from IFM, Tanzania for conducting the courses to the highest professional standard.

19. Certificate of Appreciation from Texas Instruments and AICTE for coordiation of TI Embedded SYSTEM DESIGN using MSP430 MCU- MOOC

20. TNSCST grant of Rs 15,000/ for organizing National workshop on Rapid Miner- A tool for Research in Data Mining, Rs.15,000/ for organizing National Seminar on Privacy and Data Security Issues in Cloud Computing , Rs.20,000/ for organizing National Seminar on Emerging Issues and Challenges in Cyber Security, 2017.

21. Chair Person for International conference on Intelligent Systems and Control organized by Karpagam College of Engineering on 07.01.2011, National Level conference on Service Oriented Computing organized by Kumaraguru College of Technology on 24.03.2011, AICTE sponsored National Conference on Frontiers of Computrt Science and Computation Technologies organized by Sri Ramakrishna Engineering College, Coimbatore on 15.03.2012 Chairperson in the UGC & DST - CURIE sponsored International Conference on SMAC - reshaping the Future, organised by Department of Computer Science,Faculty of Science, on 9 , February 2018

Funded Events Organized :

1. DST CURIE - AI sponsored workshop on Machine Learning using Python, 22.1.2020 & 23.01.2020

2. TNSCST sponsored State Level Seminar on Privacy and Security in the Era of Big Data and Internet of Things, September 26^th and 27^th, 2017

3. TNSCST sponsored National Seminar on Privacy and Data Security Issues in Cloud Computing, August 10th, 2017

4. TNSCST sponsored Two days National Seminar on Emerging Issues and Challenges in Cyber Security, 6.9.2017 & 7.9.2017

5. TNSCST sponsored One day National Workshop on RAPID MINER – A Tool for Research in Data Mining, 12.07.2017

6. AICTE sponsored National Seminar on Recent Trends in Wireless Sensor Networks, 06.12.2013 & 07.12.2013

Other Major events Organized:

1. Webinar on Image Classification using Deep Learning during 1.12.2020 and 2.12.2020

2. Online Webinar on Deep Learning and its ApplicationsOnline Workshop on Cloud Computing 27.11.2020

3. Webinar on Angular JS on 16.10.2020

4. Tamil Nadu Skill Development Corporation (TNSDC), Govt.of Tamil Nadu in association with ICT Academy supported Skill training programme on Advanced IT & ITES from 12.03.2019 to 12.4.2019

5. Workshop on IoT Application Development jointly with CISCO Centre of excellence in IoT, R.V College of Engineering, Bangalore,13.03.2019 to 15.03.2019

6. National Seminar on Cyber Security: Contemporary Issues and Challenges, 28.08.2017

7. National Conference on Internet of Things, 03.04.2017

8. National Seminar on Cyber Citizenship: Ethics, Limits and Responsibilities,7.12.2017 & 8.12.2017

9. National Conference on Music and Technology - NCMT ’17- 13.12.2017 & 14.12.2017

10. National Conference on Thoughts of DR. B.R.Ambedkar and its Relevance to Contemporary Society- 3.3.2018

11. National Network Security Workshop (NetSec-2014) in association with IIT Roorkee and Revert Technologies, 19.02.2014 & 20.02.2014

12. National Conference on Intelligent Computing, 03.02.2010

13. Villgro MyIdea Programme jointly with PSG-STEP and IIT, Madras, Department of Science and Technology, Government of India and Villgro

14. International Conference on Soft Computing Techniques and Engineering, 24.01.2007 and 5.01.2007, CSI Student Branch.

Conference/Workshops/Seminars/FDP Attended:

1. Online workshop on Universal Human Value on the theme “Inculcating Universal Human Values in Technical Education”during 11-15 May, 2020 as organized by All India Council for Technical Education(AICTE)

2. DST sponsored training programme on "Managing Technology Value Chains for Directors and Divisional heads" from 2nd to 6th November 2020, which is organised by Acdemic Staff college of India, Hyderabad.

3. DST- Curie Sponsored FDP on Innovations and Research Trends in Artificial Intelligence, 16-21 October 2019, Banasthali Vidyapith, Banasthali.

4. Workshop on NPTEL NoC-SPOC on 26.7.2019 at IIT Madras

5. MHRD sponsored Two Day Colloquium for Higher Education Leaders- Planning and Administration for Sustainable Institutional development 02.08.2019 and 03.08.2019 at Coimbatore Institute of Technology.

6. Seminar on AWS - “Blockchain on campus” on 14.8.2019.

7. Recent Advances in computing NCRAC-2019 from19.09.2019 to 20.09.2019 at Sri Krishna College of Engineering and Technology,Coimbatore

8. International Workshop on “Innovative Research in Pedagogy for mini MOOC blended with Instruction Strategies to enhance Quality of Higher Education” organized by Royal Academy of Engineering,Uk and Thappar University, Patiala at Amrita University, Coimbatore during 23.9.2017 & 24.9.2017.

9. Seminar on “AICTE Initiatives” organized by AICTE Southern Regional Office, Chennai,at Sri Ramakrishna Engineering College,Coimbatore on 29.07.2017.

10. Seminar on “Interactive Meeting with AICTE chairman”, organized by Sri Krishna College of Engineering & Technology Coimbatore on 18.06. 2017.

11. UGC sponsored International Conference on Development Policy Leveraging Investment, Infrastructure and Intellectual Capital for Economic Development organized by Organized by IFM, Tanzania and Avinashilingam School of Management Technology in association with Madras Chamber of Commerce during 15.12.2016 and 16.12.2016

12. Training Programme on “Stress Management” Organized by Internal Quality Assurance Cell , Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore on 20.10.2016

13. DST-SERB sponsored National Seminar on “ Opportunities in Assistive Technology”, organized by Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore on 26.10.2016.

14. Special Lecture on “ Value Education for Women “,organized by Internal Quality Assurance Cell , Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore on 18.10.2016.

15. Faculty Orientation Programme on “Digitization of Documents “,organized by Internal Quality Assurance Cell , Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore on 18.10.2016.

16. “ICTACT Youth Leadership Summit – 2016” organized by ICT Academy of Tamilnadu on 24.08.2016 at Coimbatore.

17. Power Seminar on “ Big Data and Business Analytics” organized by ICT Academy of Tamilnadu and Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore on 12.12.2014 .

18. National Workshop on 11th Edition Regional Summit on Quality in Education 2014-Technology: Changing Dynamics of Higher Education, organized by Confederation of Indian Industries during 14.11.2014 and 15.11.2014

19. National Workshop on National Cyber Safety and Security Standards Summit – 2014 organized by National Cyber Safety and Security standards during 19.9.2014 and 20.9.2014 at PSG College of Arts and Science, Coimbatore.

20. Faculty Development Program on Cloud Infrastructure and Services organized by EMC Academic Associate, Bangalore and ICT Academy of Tamilnadu during 28.04.2014 to 03.05.2014.

21. National Conference on Enhancing Business Efficiency through Information Security organized by Confederation of Indian Industries on 18.12.2013.

22. “ICTACT BRIDGE - 2013” organized by ICT Academy of Tamilnadu on 26.06.2013 at Coimbatore

23. Orientation Programme and One to One Meeting on Design Clinic Scheme for MSME organized by Confederation of Indian Industries on 08.05.2013 at Coimbatore.

24. MHRD,Govt of India sponsored National Workshop on “Aakash for Education”organized by IIT Bombay and Avinashilingam University for Women, Coimbatore during 10.11.2012 and 11.11.2012.

25. National Workshop on New outcome Based Accreditation organized by National Board of Accreditation on 09.07.2012 at PSG College of Technology, Coimbatore.

26. “ICTACT BRIDGE –Coimbatore Edition 2012” organized by ICT Academy of Tamilnadu on 27.06.2012 at Coimbatore.

27. AICTE sponsored National Seminar on Mechanism to Map Industry Linkage of Institution organized by Confederation of Indian Industries on 23.06.2012 at PSG College of Technology, Coimbatore.

28. Faculty Development Program on OFC System Design & Performance Evaluation organized by National Institute of Technical Teachers Training & Research,Chandigarh during 21.11.2011 to 25.11.2011

29. Faculty Development Program on Open Source in Cloud Applications Organized by Computer Society of India during 23.9.2011 and 24.09.2011 at Karpagam University, Coimbatore.

30. National Seminar on Leveraging Accreditation for assuring Quality in HEI organized by Confederation of Indian Industries on 09.09.2011.

31. International Conference on Accrediation –ICA 2011, (Washilington Accord & ABET imperatives) organized by Indian Society for Technical Education (ISTE) during 18.05. 2011 and 19.05.2011 at Chennai.

32. Workshop on Sensitization of UGC norms, PBAS and Academic Performance Indicator Scores organized by Internal Quality Assurance Cell , Avinashilingam University for Women, Coimbatore on 30.11.2010.

33. National Seminar on Quality Enhancement in Higher Education organized by Internal Quality Assurance Cell , Avinashilingam University for Women, Coimbatore on18.03.2010.

34. National Symposium on Research Methodologies and Techniques organized by Avinashilingam University for Women, Coimbatore and R.V. College of Engineering Bangalore during 02.06.2008 and 03.06.2008 at Bangalore.

35. National Seminar on Emerging trends in Nanotechnology organized by Avinashilingam University for Women, Coimbatore on 23.02.2007

36. National Seminar on Grid Computing organized by Avinashilingam University for Women, Coimbatore on 27.10.2005.

37. National Workshop on Computing and Communication organized by Dr.Mahalingam College of Engineering and Technology, Pollachi on 12.03.2005.

38. AICTE-ISTE sponsored Two Weeks Summer School on Soft Computing Models for Engineering Applications organized by PSG College of Technology, Coimbatore during 28.03.2004 to 10.04.2004.

39. National Seminar on Reaching the Unreached: A Challenge to Technical Education, organized by Kumaraguru College of Technology, Coimbatore during 12.03.2003 and 13.03.2003.

40. National Seminar on Technology trends present and Future organized by AvinashilingamUniversity, Coimbatore on 19.12.2002.

41. National Workshop on DSP Processor and its Applications organized VI Micro Systems Pvt Ltd,Chennai on 25.02.2002 at SNR Sons College ,Coimbatore

42. AICTE-ISTE sponsored Two Weeks Winter School on VLSI Design and Embedded Systems organized by Kongu Engineering College ,Perundurai, during 29.10.2001 to 10.11.2001.

43. National Symposium on Future computing organized by Avinashilingam University for Women, Coimbatore on 28.09.2001

44. AICTE-ISTE sponsored Two Weeks Summer School on Virtual and Intelligent Instrumentation organized byKarunya Institute of Technology , Coimbatore during 21.05.2001 to 02.06.2001

45. National Symposium on Advanced computing and Networking Technologies organized by Avinashilingam University for Women, Coimbatore during 28.01.2000 and 29.01.2000.

46. National Seminar on Recent Trends in Electrical Sciences organized by PSG College of Technology, Coimbatore on 21.06.1997.

47. ISTE sponsored Two Weeks Winter School on Winter School on wind and solar based Electric power generation and conversion organized by PSG College of Technology , Coimbatore during 14.09.1994 to 26.09.1994.

48. ISTE Sponsored State Level Induction Training Program for NEW Teachers organized by V.L.B.Janaki Ammal College of Engineering and Technology, Coimbatore during 05.03.1993 to 07.03.1993

Responsibilities :

1. Head of the Department, CSE since 2002.

2. Co-ordinator –University Institution Membership Activities of ICT Academy of Tamilnadu since 2010.

3. University Instituition Membership activities and Student branch Co-ordinator for the professional body CSI (Computer Society of India) since 2004

4. Significant Contributions for MOU with ICTACT for the University as Associate Nodal Centre – 2012

5. Significant Contributions for achieving Academic Partner Excellence award of ICTACT for the University – 2015

6. Significant Contributions for achieving EMC Academic Leader Award for the University – 2015

7. Significant Contributions for MOU with ORACLE Academy for the University – 2016

8. Member, AICTE committee, Faculty of Engineering(2012-2017)

9. Member, University Examination Committee (from 2012)

10. Member, Examination appeal Committee (from 2011)

11. Chair person of Central Valuation of CSE board (from 2012)

12. Member, Result Passing Board(from 2012)

13. Member, Purchase committee – CSE- establishment of laboratories (from 2002)

14. Member, Research Advisory committee (from 2010)

15. Member, Academic Council member(from 2002)

16. Member, computer related and e-Governance purchase committee (from 2010)

17. Member, Scrutinizing Committee for PBAS Academic Audit and DST – Curie Phase – II (2012)

18. Member, Standing Committee for academic affairs (from 2010)

19. Member, QEEE Committee (2012-2015)

20. Member, Anti Ragging Squad and Disciplinary Committee (from 2010)

21. BoS chairperson – CSE Board(UG,PG & Ph.D) and Staff Selection Committee-CSE (from 2002)

22. BoS member –ECE Board (UG) (2001)

23. Member, Admission process of UG,PG and Ph.D courses in CSE(from 2002)

24. Member, NSS(1998-1999)

25. Committee member NBA/ NAAC /UGC visit activities in Faculty of Engineering

26. Member, AIEEE Entrance Exam (2005,2006)

27. Committee Convener, Kalaivizha,2002

28. Member, Lighting Ceremony(2012,2013)

29. Significant contribution in the course approval and establishment of Electronic Devices and DSP laboratories - Department of ECE

30. Student Election In-charge,2006

31. Member, Committee for the purchase of equipment for preparation of e content

32. Contributions in Website development, Faculty of Engineering (2011)

33. Acting as one of the incharge for monitoring Faculty of engineering during the absence of Dean ((2007 to 2015)

34. Member, disposal of condemned computers committee(2016)

35. NPTEL - Local Chapter, Single Point of Contact ( from 2016)

36. Member, MoU incharge, Faculty of Engineering (2017)

37. member, Centre for Artificial Intelligence and Robotics (from 2021)

38. Member in NBA Document Preparation and peer team visit , School of Engineering- 2018

39. Member in NAAC Document Preparation and peer team visit - 2019

40. Convener for Lighting Ceremony - 2019

41. Research Coordinator for School of Engineering (2016 - 2018)

42. Admission Coordinator for CSE,School of Engineering

43. Alumnae Coordinator, School of Engineering (from 2021)

44. Faculty coordinator of CIMC cell.School of Engineering (from 2021)

1. From 1992 - Life member of Indian Society for Technical Education.(LM18702)

2. From 2005- Computer Society of India (Associate Member)

3. From 2016- Life member in International Association of Engineers (IAENG)

AWARDED Ph.D. (4)

1. S.Sivaranjani - Certain Investigations on Serial Crime Analysis Using Spatial Data mining Approaches (http://hdl.handle.net/10603/184788)

Year of Completion : 2017

2. M.Aasha - Certain Investigations on Gait Recognition using Efficient Data Mining Algorithms (http://hdl.handle.net/10603/195657)

Year of Completion : 2017

3. M.Thenmozhi - Certain Investigations on Performance Analysis of Wireless Ad hoc Network using Energy Efficient Reactive Routing Protocols (http://hdl.handle.net/10603/266701)

Year of Completion : 2019

4. G.Tamilmani - Brain Tumor Detection using Association Allotment Hierarchical Clustering

Year of Completion : 2021

5.D.Nithya - Study on Exploitation of optimization and topic modeling approaches for web news mining

Year of Completion : 2022

6. K.P.Nitha - Study on Developing integrated model for investment decision in Indian Stock Market using Hybrid Techniques

Year of Completion : 2022

7. R.Ahila - Study on cloud storage integrity checking with Auditing Techniques

Year of Completion : 2022

ONGOING Ph.D. (7)

1. 5. G. Bhavani - Self Adaptive methods for Evolutionary based Sensitive Rule Hiding

2. B. Sabeena - Analysis of deep learning Techniques for Medical Dataset

3. . S.Shanmugapriya - Data Analytics in health care environment using deep learning Techniques