Dr. S. N. Geethalakshmi

Professor 

Department of Computer Science

School of Physical Sciences & Computational Sciences


Contact: 9789774236

Qualification 

MCA, M.Phil.,Ph.D.

Experience

30Years,  5 months

Specialization 

Software Project Management, Image Processing

Research Guidance

AWARDED: 14

Ph.D - 4, M.Phil - 10

Ph.D: 

Detection of epileptic seizures based on electroencephalogram using enhanced signal processing and soft computing techniques

https://shodhganga.inflibnet.ac.in/jspui/handle/10603/29172

 

 

Detection of Tibia Diaphysis Fractures in X Ray Images using Combined Features and Ensemble Classifiers

https://shodhganga.inflibnet.ac.in/jspui/handle/10603/208447

 

 

Computer aided plant identification through leaf recognition using enhanced image processing and machine learning algorithms

https://shodhganga.inflibnet.ac.in/jspui/handle/10603/29171

 

 

Automated External Skin Defect Detection System for Mangoes using Computational Intelligence and Machine Learning Techniques

https://shodhganga.inflibnet.ac.in/jspui/handle/10603/134224

ONGOING

An Efficient frame work for drug ADR effect analysis on Twitter data using opinion mining and AI techniques

Research Profile

Official website - www.avinuty.ac.in/

Website          -       https://avinuty.ac.in/maincampus/uploads/dept/science/computer/staff/cs_geethalakshmi.pdf

ORCID          -       https://orcid.org/0000-0001-5468-0871

ResearcherID    -       ABF-7656-2020

Scopus           -    https://www.scopus.com/authid/detail.uri?authorId=36642630000 

Google Scholar -    1jvAweIAAAAJ&hl=en  

Funded Projects

Sanctioned by Navel Research Board (DRDO) for a period of 2 years (April 2011-March 2013) and the amount sanctioned for the project is Rs. 1991800

Publications

Journal Publications : 41

Details of International Journal:

1.      Geethalakshmi, S.N., Shanmugam, A., Subbarayan, V. (January 2007). “Critical Success and Failure Factors of Software Projects”, The International Journal of Technology, Knowledge & Society, 3(1) pp. 103-106, ISSN: 1832-3669.

2.      Geethalakshmi, S.N., (March 2009). “Impact of Non-Technical Components on Success and Failure of Software Development”, Journal of Convergence Information Technology, 4(1), pp. 33 – 38, ISSN: 1975-9320.

3.      Geethalakshmi, S.N., (April 2009). “Organizations’ Perspective on Success and Failure of In- House Software Development” . CiiT International Journal of Software Engineering,. 1(1), pp. 1-6. ISSN: 0974-9748.

4.      S.N Geethalakshmi  and J.Suguna (November 2010), “Hybrid models for denoising ultrasonic images”,  Journal of Global Research in Computer Science, Volume 1, No. 4, pp: 38-45, November 2010, ISSN-2229-371X.

5.      Dr. S.N Geethalakshmi and T.Jothi (November 2010), “Segmentation based on enhanced morphological watershed algorithm”, Journal of Global Research in Computer Science, Volume 1, No. 4, pp: 75-82, November 2010, ISSN-2229-371X.

6.      P. Deepa and Dr. S.N.Geethalakshmi (August 2011). “Comparison of Image Processing Techniques for Fruit Grading”, CiiT International Journal of Digital Image Processing, ISSN 0974 – 9691.

7.      S.N Geethalakshmi, P.Subashini, P.Geetha,  (October 2011), “A study on detecting and classifying under water mine like objects using image processing techniques”,  International Journal on Computer Science and Engineering, Volume 3, No. 10, pp: 3359-3366.  ISSN-0975-3397.

8.      S.N Geethalakshmi, P.Subashini, S.Ramya (November 2011), “A study on classification of Underwater Mines Using Neural Networks”,  International Journal of Soft Computing and Engineering, Volume 1, No. 5, pp: 150-157. ISSN-2231-2307.

9.      N. Valliammal, S.N.Geethalakshmi,(2013), Technique  “An Efficient Segmentation and Classification Technique for Automatic Plant Identification”, International Journal of Computer Science and Information Technology & Security, vol. 3, No. 5, pp: 374 – 379, ISSN:2249-955.

10.  N. Valliammal, S.N.Geethalakshmi,(2014), “ An Optimal Feature Subset Selection Using GA for Leaf Classification”, The International Arab Journal of Information Technology, Vol. 11, No. 5, ISSN:1683-3198.

11.  N.Valliammal, S.N.Geethalakshmi,(2012), “An Optimal Feature Subset Selection for Leaf Analysis”, International Journal of Computer and Communication Engineering, Vol.6, Pp152-157,ISSN No:2010-3743,Scopus Indexed.

12.  N.Valliammal, S.N.Geethalakshmi,(2012), “Leaf Image Segmentation Based On the Combination of Wavelet Transform and Kmeans Clustering”, International Journal of Advanced Research in Artificial Intelligence ,Vol. 1, No. 3, Pp 37-43,  ISSN No: 2165-4050.

13.  N.Valliammal, S.N.Geethalakshmi,(2012) , ” Plant Leaf Segmentation Using Non Linear K means Clustering”,  International Journal of Computer Science Issues,Vol. 9, Issue.3, Pp 212-218, ISSN No : 1694-0784,Elsevier Indexed.

14.  N.Valliammal, S.N.Geethalakshmi (2011), “An Optimal Feature Subset Selection for Leaf Classification”, International Arab Journal of Information Technology, Vol. 1, No. 9, ISSN No:  1683-3198, Impact Factor 0.127, Thomson Reuters, Elsevier Indexed.

15.  N.Valliammal, S.N.Geethalakshmi, (2011), “Automatic Recognition System Using Preferential Image Segmentation For Leaf and Flower Images”, Computer Science & Engineering: An International Journal, Vol.1, No.4, Pp13-25, ISSN No: 2231- 3583, Scopus Indexed.

16.  N.Valliammal, S.N.Geethalakshmi,(2012), “A Novel Approach for Plant Leaf Image Segmentation using Fuzzy Clustering”, International Journal of Computer Applications,  Vol. 44, No. 13, Pp10-20, ISSN No:  0975 – 8887,Impact Factor : 0.814.

17.  N.Valliammal,S.N.Geethalakshmi,(2011),”Enhancement Technique for Leaf Images”, International Journal of Computer Science and Information Security, Vol. 9, No. 11, Pp109-112, ISSN No: 1947-5500, Impact Factor : 0.04.

18.  N.Valliammal, S.N.Geethalakshmi,(2011),“A Hybrid Method for Enhancement of Plant Leaf Recognition”, World of Computer Science and Information Technology Journal,Vol.1, No. 9,  Pg No:370-375, ISSN No 2221-0741.

19.  N.Valliammal and Dr.S.N.Geethalakshmi(2009),”Analysis of the Classification Techniques for Plant Identification through Leaf Recognition”, CIIT, International Journal of Data Mining and Knowledge Engineering, Vol.1, No.5, PP.239-243,ISSN 0974-9683.

 

20.  N.Valliammal and Dr.S.N.Geethalakshmi,(2009),”Leaf Recognition for Plant Classification”,IETECH, International Engineering and Technology Journal of Advanced Computations,Vol.3,November 3,,PP 106-110, ISSN:0973-807.

 

21.  Geetha, G. and Geethalakshmi, S.N. (2011), “Scrutinizing different techniques for artifact removal from EEG signals”, International Journal of Engineering, Science and Technology, Vol 3,  No. 2,Pp. 1167-1172 (Scopus Indexed)

 

22.  Geetha, G. and Geethalakshmi, S.N. (2011), “EEG De-noising using SURE thresholding based on Wavelet Transforms”, International Journal of Computers and Their Applications, Vol 24, No.6, Pp.29-33.

 

23.  Geetha, G. and Geethalakshmi, S.N. (2012), “ Noise Cancellation of ocular and muscular artifacts from EEG signals based on Adaptive filtering”, IJCEE International Journal of Computer and Electrical Engineering, Vol.4, No.5, Pp. 785-788.

 

24.  Geetha, G. and Geethalakshmi, S.N. (2012), “ Artifact Removal from EEG using Spatially Constrained FastICA and Fuzzy Shrink Thresholding Technique”, International Journal of Applied Information Systems (IJAIS) – ISSN : 2249-0868 Foundation of Computer Science FCS, New York, USA Vol 4,No.11, Pp.25-29

 

25.  Geetha, G. and Geethalakshmi, S.N. (2013), “Feature Extraction for Epileptic Seizure Detection in EEG Signals using Fast Walsh Hadamard Transform (FWHT) and  Welch power estimator”, International Journal of Advanced Networking and Applications, Vol. 4, Issue 6, pp:39-42, ISSN: 0975-0209.

 

 

26.  Umadevi .N. and Geethalakshmi, S.N. (2011), “Analysis of the application of Bi-Orthogonal Wavelet Transform, Bayesthresholding and Independent Component Analysis (ICA) on Poisson Noise Removal from X-Ray Images”, CiiT International Journal of Digital Image Processing, Volume 3, No.6,pp. 353-358, ISSN 0974 – 9691,PP:353-359, Online: ISSN 0974 – 9586, DOI: DIP032011036

 

27.  Umadevi .N. and Geethalakshmi, S.N. (2011), “Improved Hybrid Model for Denoising Poisson Corrupted X- Ray  images”, International Journal of Computer Science and Engineering, . Volume 3, Issue 7, Print:ISSN 2229-5631 PP:1491-1500, Online:ISSN: 0975–3397 PP:2610-2619

 

28.  Umadevi .N. and Geethalakshmi, S.N. (2012), “Enhanced Segmentation Method for bone structure and diaphysis extraction from x- ray   images”,  International Journal of Computer Applications. Vol. 37,No.3, pp 30-36. ISSN 0975 -8887.

 

29.  Umadevi .N. and Geethalakshmi, S.N. (2011), “A Brief study on human bone anatomy and bone fractures”. International Journal of Computer Engineering Science, Volume 1 Issue 3,pp 93-104. ISSN 2250-3439.

30.  Umadevi .N. and Geethalakshmi, S.N. (2012), “Bone Structure and diaphysis extraction algorithm for X-ray Images”, IJARCSSE, Vol2. No. 2, pp 1-3. ISSN: 2277 128X.

31.  P. Deepa and Dr. S.N.Geethalakshmi (2012).“A Comparative Analysis of Watershed and Color based segmentation for Fruit Grading”, International Journal of Soft Computing and Engineering (IJSCE), ISSN: 2231-2307, Volume-2, Issue-3.

32.  R.Indu priya and S.N. Geethalakshmi, (Sept. 2015), “Exudate Detection from Retinal Images using Image Processing Technniques”, IJSRD, Vol 3. Issue 07 , pp 233-237. ISSN: 2321-  10631.

33.  G.Geetha, S.N.Geethalakshmi, D. Mathivadhini (February 2016), “Brewing Hetrogeneous Devices for Monitoring Cerebrovascular Oxygenation”, World Scientific News, 41(2016)1-315, pp 302-306. EISSN 2392-2192.

34.  P. Deepa and Dr. S.N.Geethalakshmi (December 2013),“An Efficient Denoising Method for Mango Images Using an Adaptive Fuzzy Switching Filter Based On Trapezoidal Rule”, Australian Journal of Basic and Applied Sciences, 7(14), Pages: 77-82,ISSN- 1991-8178.

35.  P. Deepa and Dr. S.N.Geethalakshmi (2013). “A Comparative Analysis of Feature Extraction Methods for Fruit Grading Classifications”, International Association of Scientific Innovation and Research (IASIR) ISSN (Print): 2279-0047. Pp 77-80. 

36.  Saranya Vijayan and Dr. S.N.Geethalakshmi(Jan 2018), “A Survey on Crack Detection Using Image Processing Techniques and Deep Learning Algorithms”,  International Journal of Pure and Applied Mathematics, Volume 118, No. 8, 2018, Pp 215-220. ISSN: 1311-8080. UGC list No: 23425. 

37.  P.Deepa and Dr. S.N.Geethalakshmi(Jan 2018), “An optimized Adaptive Fuzzy Switching Filter using Particle Swarm Optimization Technique for Mango”,  International Journal of Pure and Applied Mathematics, Volume 118, No. 18, 2018, Pp 2855-2860. ISSN: 1311-8080. UGC list No: 23425. 

38.  Saranya Vijayan and Dr. S.N.Geethalakshmi (Feb 2018), “A Review on Emotional Intelligence and its Impact”, International Journal of Theoritical & Applied Sciences, Special Issue 10(1), Pp 68-71. ISSN No. 2249-3247. UGC list No :63302.

39.  Soumya Haridas and Dr. S.N.Geethalakshmi (Feb 2018), “Fabric defect detection techniques: A Review”, International Journal of Theoritical & Applied Sciences, Special Issue 10(1), Pp 58-61. ISSN No. 2249-3247. UGC list No: 63302.


 

Details of National Journal:

 

1. Geethalakshmi, S.N., (March 2009). “Prediction of Success and Failure of Software Development Process - An empirical study”, PRERANA Journal of Management Thought and Practice, 1(1), pp. 39 – 50, ISSN: 0974-908.

 

2. Geethalakshmi, S.N., Ramani, A.V. (July 2005). “Improving the Predictive Ability of COCOCMO II Estimation Model”, Research Highlights 15(3), pp.142-146.

 

3. Geethalakshmi, S.N., Gowri, M. ( January2003). “Multipurpose active X grid control creation”, Research Highlights 13(1), pp.32-35.


Conference Publications:  39

International Conference Proceedings:

 

1.  P.Deepa and Dr. S.N.Geethalakshmi (June 2011). “Fruit Grading by Computer Vision – A Review”, Second World Conference on International Business & Computer Applications, Nehru College of Management, Coimbatore. ISSN NO. 1947-8321.

 

2.  P.Deepa and Dr. S.N.Geethalakshmi (July 2011). “Improved Watershed Segmentation for Apple Fruit Grading”, International Conference on Process Automation Control and Computing(IEEE). ISBN NO. 978-1-61284-765-8. (IEEE). (Scopus Indexed)

 

 

3.  G.Geetha and S.N.Geethalakshmi (October 2010), “Noise Cancellation of ocular and muscular artifacts from EEG signals based on Adaptive filtering”, 2010 3rd International Conference on Computer and Electrical Engineering (ICCEE 2010), v9, pp:109-112. ISBN 978-4224-7224-6.

 

4.  Geethalakshmi, S.N. (December 2009). “Non-Technical components of Software Development and their influence on Success and Failure of Software Development “,  Proceedings of the International Conference on Software Engineering (CONSEG 09), Computer Society of India, Chennai Chapter, pp. 33-39.

 

5.  T. Dhapti, S.N.Geethalakshmi, N. Umadevi,  N. Valliammal, (December 2009), “ Wavelets for Compression and Secured Transmission of Medical Images: An Evolutionary Approach”. Proceedings of the International Conference on Global Computing and Communications (ICOGCAC 09)”, Hindustan University for Women, 182-186. ISBN: 978-81-8424-543-1.

 

6.  Geethalakshmi, S.N., Shanmugam, A. (March 2008). “Success and Failure of Software Development: Practitioners’ Perspective”, International Multiconference of Engineers and Computer Scientists, International Association of Engineers, Hong Kong pp. 915-921, ISBN: 978-988-98671-8-8.

 

7.  Geethalakshmi, S.N., Sumitha, K., (February 2008). “Multimedia Datamining”, First International Conference on Data Engineering and Management, Tiruchirappalli, pp. 78-82.

 

 

8.  Geethalakshmi, S.N., Shanmugam, A. (March 2007). “Why do Software Projects fail”, Global Conference on Production and Industrial Engineering, Dr. B.R.Ambedkar National Institute of Technology, Jalandhar, pp. 94. ISBN: 81-9030 47-4-7.

 

9.  Geethalakshmi, S.N., Shanmugam, A. (January 2007). “Success Factors of Software Projects”, First International Conference on Knowledge Management for Productivity and Competitiveness, National Productivity Council, India, pp. 1-5.

 

10.  Geethalakshmi, S.N., Subbarayan, V. (January 2007). “User Involvement in Software Development”, International Conference on Softcomputing Techniques in Engineering Conf. Proc., Avinashilingam Deemed University, India,  pp. 22-23.

 

11.  Geethalakshmi, S.N., Shanmugam, A. (January 2007). “The Role of Project Manager in delivery of successful projects”, International Conference on Softcomputing Techniques in Engineering Conf. Proc.  Avinashilingam Deemed University, pp. 84-86.

 

12.  S.N.Geethalakshmi, V.Subbarayan, S.N.Padmadevi, (December 2003). “Women in IT Idustry”, WIT-2003, Annamalai University, Chithambaram, pp. 1049-1052.

 

13.  S.N.Geethalakshmi, Deepa  Damodaran, Kodali kalyani, (December 2003). “Digital Technology and Women’s Empowerment: Evaluation of Gender Sensitive ICT Development Programmes”, WIT-2003, Annamalai University, Chithambaram, pp. 438-450.

 

14.  N.Valliammal, S.N.Geethalakshmi,(2012), “Efficient Feature Selection and Classification Technique for Plant Leaf Image Retrieval System”, ACM International Conference on Computational Science Engineering and Information Technology (CCSEIT 2012), Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore, Pp 132-137.

 

15.  N.Valliammal, S.N.Geethalakshmi,(2012), “An Amalgam Approach for Feature Extraction and Classification of Leaves using Support Vector Machine”, Second International Conference in Computer Science, Engineering and applications(ICSEA) Advances in Computer Science Engineering and Applications, Springer verlog, New Delhi, Vol.1, Pp 847-856, ISSN 1867-5662.

 

16.  N.Valliammal, S.N.Geethalakshmi,(2012), “Multiple Noise Reduction using Hybrid Method for Leaf Recognition”, IEEE International Conference on Devices, Circuits and Systems-ICDCS 2012,  Karunya University, Coimbatore, Pp 707-711.

 

17.  N.Valliammal, S.N.Geethalakshmi, ”An Optimal Feature Subset Selection for Leaf Analysis”, International Conference on Machine Vision, Pattern Recognition and Image Processing, (2012),World Academy of Science, Kuala Lumpur, Malaysia, Issue 62 January 2012, Pp 440-445, ISSN 2010-3778.

 

18.  N.Valliammal, S.N.Geethalakshmi,(2011), “Hybrid Image Segmentation Algorithm for Leaf Recognition and Characterization”, IEEE International Conference on Process Automation, Control and Computing, Coimbatore Institute of Technology, Coimbatore.

 

19.  N.Valliammal, S.N.Geethalakshmi,(2011), ”Leaf and Flower Recognition Using Preferential Image Segmentation”, International Conference on Computer Science, Engineering and Information Technology(CCSEIT 2011), Springer-Verlog, Berlin Heidelberg held at ManonmaniamSundaranar University, Tirunelveli, ISSN 1865-0929.

 

20.  N.Valliammal, S.N.Geethalakshmi,(2010),  ”Performance Analysis of Various Leaf Boundary Edge Detection Algorithms”, Amrita-ACM-W Celebration of Women in Computing(A2WIC), First Conference on Women in Computing in India with International Participation Conference Theme:”Emerging Trends in Computing”, Amrita Vishwa Vidyapeetham,Coimbatore,ISBN:978-1-4503-0194-7.

 

21.  Geetha, G. and Geethalakshmi, S.N. (2010), “Noise Cancellation of ocular and muscular artifacts from EEG signals based on Adaptive filtering”, ICEEE China, Vol. 9, Pp. 109. 

 

22.  Geetha, G. and Geethalakshmi, S.N.(2011), “ Detecting Epileptic Seizures Using Electroencephalogram: A New and Optimized Method for Seizure Classification using Hybrid Extreme Learning Machine”, International Conference on Process, Automation and Computing ,CIT, Coimbatore. (IEEE)

 

23.  Geetha, G. and Geethalakshmi, S.N. (2011), “ De-Noising of EEG signals using Bayes Shrink based on Coiflet Transform” ,Third International Conference on Advances in Recent Technologies in Communication and Computing, ARTCom 2011, Bangalore. (IET and IEEE)

 

24.  Geetha, G. and Geethalakshmi, S.N. (2011) , “Artifact Removal from EEG using Spatially Constrained Independent Component Analysis and Wavelet Denoising with Otsu Thresholding Technique”, International Conference on Communication Technology and System Design, Amrita University, Coimbatore. (Elsevier)

 

25.  Geetha, G. and Geethalakshmi, S.N. (2012), “Removing EEG Artifacts Using Spatially Constrained Independent Component Analysis and Daubechies Wavelet Based Denoising with Otsu' Thresholding Technique”, The first Indo-Japan Conference on Perception and Machine Intelligence, LNCS 7143 proceedings. (Springer)

 

26.  Geetha, G. and Geethalakshmi, S.N. (2012), “ Detecting Epileptic Seizures Using Electroencephalogram: An Optimized Method for Seizure Classification using Support Vector Machine”, International Conference on Machine Vision, Image Processing, and Pattern Analysis, Waset 2012

 

27.  Geetha, G. and Geethalakshmi, S.N. (2012), “Detecting Epileptic Seizures Using Electroencephalogram: A Novel Frequency Domain Feature Extraction Technique for Seizure Classification Using Fast ANFIS”, International Conference on Advances in Computing, Communication and Informatics (ICACCI 2012), Chennai (ACM).

 

28.  Geetha, G. and Geethalakshmi, S.N. (2012), “ Detecting Epileptic Seizures Using Using Electroencephalogram: A Novel Technique for Seizure Classification using Fast Walsh Hadamard Transform and Hybrid Extreme Learning Machine”, International Conference on Computational Science, Engineering and Information Technology (CCSEIT-2012), Coimbatore (ACM).

 

 

29.  N.Umadevi and S.N.Geethalakshmi (December 2011), “Enhanced Segmentation Method for bone structure and diaphysis extraction from x- ray   images”, International Conference on Advanced Computing, Networking and Security ADCONS 2011. National Institute of Technology, Surathkal,Mangalore,Karnataka.

 

30.  N.Umadevi and S.N.Geethalakshmi (January 2011), “An Enhanced Hybrid Technique on Poison Removal From X-Ray Images”, International conference on Computer Communication and Informatics, Sri Shakthi Institute of Engineering and Technology, Volume 2, pp 300-306, ISBN 978-1-4507-5679-2.

 

31.  N.Umadevi and S.N.Geethalakshmi (July 2012), “Multiple Classification for Fracture Detection in Huma Bone X-ray Images”, International conference on Computing Communication and networking Technologies, S.N.S. Rajalakshmi college of Engineering and Technology, Tamil Nadu.

 

32.K.Mirunalaini, S.N.Geethalakshmi and Vasantha Kalyani David (January 2017), “Enhanced Interpolation Methods for Enlargement of Mammogram Images”, 4th International Conference on Advanced Computing and Communications System, Sri Eshwar College of Engineering, ISBN.978-5090-4558-7.

 

33.M.Krishnaveni,S.N.Geethalakshmi, P.Subashini, T.T.Dhivyaprapha, S.Lakshmi (October 2019) “Optimized Backpropagation Neural Network Model For Brain Computer Interface System”, 5th IEEE International Smart Cities Conference (ICS2 2019), Casablanca: IEEE, pp. 420-425. E-ISBN: 978-1-7281-0846-9, USB ISBN: 978-1-7281-0845-2.

        

National Conference Proceeding:

 

1. S.N.Geethalakshmi, (March 2010), “Influence of Nontechnical Components of Software Development”, Proceedings of the National Conference on Advanced Computing Technologies” (NCACT-2010), ISBN: 978-93-80381-02-2.

 

2. S.N.Geethalakshmi, Sumitha, K., (2008). “Decision Tree Algorith based on Sampling”, One Day National Conference on Data Mining and Warehousing, Udumalpet, pp. 6.

 

3. N.Valliammal, S.N.Geethalakshmi,(2010), ”Digital Image Processing Methods and Applications”, National Conference on Advanced Computing Technologies(NCACT 2010),Avinashilingam University for Women,Pp.241-244,ISBN:978-93-803811-02-2

 

4.  Sandra Anandarajan and  Geethalakshmi, S.N., (August 2002) “Changing Educational Environment”, WIT-2002, Annamalai University, Chithambaram, pp. 325-331.

 

5. Krithika, S.N.Geethalakshmi, P.Subashini (October 2012), “Image enhancement for automated Target recognition in underwater electro optic imagery”, National Conference on Computing and Intelligence Systems, D.G.Vaishnava College, Chennai, 12th & 13th October 2012 Pg. 13-16, ISBN – 978-81- 905709 -3-0.

 

6. U.Deepika, S.N.Geethalakshmi, P.Subashini (October 2012), “A Preprocessing framework for automatic underwater images denoising”, National Conference on Computing and Intelligence Systems, D.G.Vaishnava College, Chennai, 12th & 13th October 2012 Pg. 1-4, ISBN – 978-81- 905709 -3-0. 

Academic and other responsibilities


Attended:

  Attended Online Faculty Development Webinar –Analytics Series on 27th and 28th May 2020 by A.V.P. College of Arts and Science Tirupur.

 Attended Webinar on “Introduction to Deep learning” on 17th June 2020 by Dept. of Information technology, Avinashiligam Institute for Home Science and Higher Education for Women,Coimbatore.

 Attended International Webinar on “Big Data – Hadoop Framework” on 25th June 2020 by Dept. of Information technology, Avinashiligam Institute for Home Science and Higher Education for Women,Coimbatore.

Attended Online Faculty Development Programme on Internet of Things, Robotics and Data Science conducted by Dept. of Sc. And Eng. In association with CSI from 10th to 12 July 2020

 Attended Webinar on “Advanced Concepts in IoT” on 17th  July 2020 by Dept. of Computer Science, Avinashiligam Institute for Home Science and Higher Education for Women, Coimbatore.

 Attended Webinar on “Deep learning Techniques for detecting Pandemic Diseases” on 20th  July 2020 by Dept. of Information technology, Avinashiligam Institute for Home Science and Higher Education for Women, Coimbatore.



Memberships