Personal Profile

Dr.Umamaheswari K

Academic Title: Professor
Dept. of Information Technology,
PSG College of Technology, Coimbatore, Tamilnadu, India.
Date of Joining: 06/08/2001
Educational Qualification(s): B.E ( Computer Science ) - Bharathidasan University - 1989
M.E ( Computer Science ) - Bharathiar university - 2000
Ph.D ( Computer Science ) - PSG College of Technology/Anna University - 02/25/2010
Supervisor: Dr.S.Sumathi
Ph.D ( Information and Communica )

Contact Information: hod.it@psgtech.ac.in
Google Scholar URL: https://scholar.google.co.in/citations?hl=en&user=kkzFx-gAAAAJ
Research Scholar URL: https://www.scopus.com/authid/detail.uri?authorId=19934459600

Skills

In Brief


Dr. K. Umamaheswari is the Professor and Head of the department of Information Technology,PSG College of Technology. She has completed her Bachelor’s and master’s degree in Computer Science and Engineering during 1989 and 2000 respectively. She received her doctorate degree, PhD in Information and Communication Engineering from Anna University- Chennai in 2010. She has a rich experience in teaching for about 25 years. Her area of research includes classification of various types of data like text, image using data mining. The applications are related to gene expression analysis, review analysis in social media, multimodal biometrics and cognitive networks. Applying data mining methods and evolutionary algorithms for mining the opinions recorded are for effective decision making. She is also interested into the research areas of distributed scheduling, mobile communication, soft computing and cellular automata. She has more than 100 papers published in international, national journals. She is a recognized supervisor of Anna University. She is currently guiding four research scholars for Ph.D and seven of her research scholars had completed their Ph.D degree. She is a life member in ISTE, ACS and Fellow member in IE. She is the editor for National Journal of Technology, PSG College of Technology and reviewer for many National and International Journals.

Subject Expertise


Compiler Design
Data Analytics
Data Mining
Machine Learning
Theory of Computing
Artificial Intelligence
Neural Networks
Operating Systems
Personalized Information Retrieval
Unix System Programming
software engineering

Research Area


Social Network Analytics
Data Mining
Machine Learning
Neural Networks
Big Data Analytics
cognitive radio
Evolutionary Algorithms
Information Retrieval
Swarm Intelligence


Professional Experience:

Academic

Lecturer, Tamilnadu College of Engineering, Coimbatore, during ( 28/12/1995 - 05/08/2001 )
Lecturer, PSG College of Technology, Coimbatore, during ( 06/08/2001 - 31/05/2005 )
Professor, PSG College of Technology, Coimbatore, during ( 01/06/2010 - 28/01/2020 )
Professor and Head, PSG College of Technology, Coimbatore, during ( 01/10/2017 - 28/01/2020 )

Research

Assistant Professor, PSG College of Technology, Coimbatore, during ( 01/06/2005 - 31/05/2010 )


Membership:

Fellow - The Institution of Engineers, Kolkata
Life Member - Indian Society for Technical Education, New Delhi
Life Member - Advanced Computing and Communications Society, Bangalore
Member - The Institute of Electrical and Electronics Engineers , USA

Patents

S.No. Role Patent ID Patent Title Patent Level Registered with Year Status
1 Co Investigator 201941040131 System and method for notifying an arrival of an emergency vehicle to automotive vehicles National 2019 Published
2 Co Investigator 201841010334 SYSTEM AND METHOD FOR EXTRACTING FEATURES FROM E-COMMERCE PLATFORM National 2019 Published
3 Co Investigator TEMP/E- 1/40738/2018-CHE SYSTEM AND METHOD FOR CLASSIFYING SPAM E- MAIL UTILIZING HYBRID CLASSIFIER National -0001 Applied


International & National Journals

S.No. Journal Paper Title Year Role Volume
1 WIRELESS NETWORKS Optimization techniques for spectrum handoff in Optimization techniques for cognitive radio networks using cluster based cooperative spectrum sensing 2021 Co Author 27
2 Modified Artificial Bee Colony with firefly algorithm based spectrum handoff in cognitive radio network 2020 Co Author 01
3 Breast Cancer Classification using Deep Neural Network 2020 Co Author 16
4 Intelligent process of spectrum handoff for dynamic spectrum access in cognitive radio network using swarm intelligence 2019 Co Author 01
5 Cryptographic Algorithm based Feature Level Fusion of Fingerprint and Iris in a Multi-Biometric Recognition System 2019 Co Author 09
6 International Journal of Enterprise Network Management A document similarity approach using grammatical linkages with graph databases 2019 Co Author 3
7 Australian Journal of Basic & Applied Sciences Identification of Efficient Cellular Automata Rules in Generating pseudo Random numbers 2019 Co Author 08
8 HONEY/SUGAR TEMPLATE BASED ON BIOMETRIC PROTECTION USING BLOOM FILTER 2019 Co Author 53
9 JOURNAL OF INFORMATION SCIENCE Aspect-based summarisation using distributed clustering and single-objective optimisation 2019 Co Author 01
10 Sadhana Academy Proceedings in Engineering Sciences Multiprocessor task scheduling problem using hybrid discrete particle swarm optimization 2018 Co Author 43
11 American Scientific Research Journal for Engineering, Technology, and Sciences (ASRJETS) Type 2 Diabetic Prediction Using Machine Learning Algorithm 2018 Co Author 45
12 CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS Enhanced continuous and discrete multi objective particle swarm optimization for text summarization 2018 Co Author
13 Predictive Data Mining Comparisons in Health Care 2018 Main Author 14
14 The Computer Journal Multi-objective optimization techniques for task scheduling problem in distributed systems 2018 Co Author 1
15 Computers & Electrical Engineering Hybrid approach of improved binary particle swarm optimization and shuffled frog leaping for feature selection 2018 Co Author 67
16 DOCTOR REVIEW CLASSIFICATION USING DEEP LEARNING TECHNIQUES 2018 Co Author 14
17 JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE Microarray Analysis Using Advanced Particle Swarm Optimization 2018 Co Author 15
18 National Journal of Technology Path Planning by Swarm Robots Using Swarm Intelligence 2018 Main Author 14
19 Comput. Theor. Nanosci. Microarray Analysis Using Advanced Particle Swarm Optimization 2018 Main Author
20 American Scientific Research Journal for Engineering, Technology, and Sciences (ASRJETS) (2018) Type2 Diabetic Prediction Using Machine Learning Algorithm 2018 Main Author 45
21 The Computer Journal Multi-objective optimization techniques for task scheduling problem in distributed systems 2018 Main Author 61
22 COMPUTERS & ELECTRICAL ENGINEERING A bio-inspired swarm intelligence technique for social aware cognitive radio handovers 2017 Co Author 71
23 Proceedings of9th International Conference on Machine Learning and Computing (ICMLC 2017) ,ACM digital library,2017 HYBRID OPTIMIZATION ALGORITHM OF IMPROVED BINARY PARTICLE SWARM OPTIMIZATION (iBPSO) AND CUCKOO SEARCH FOR REVIEW SPAM DETECTION 2017 Co Author ISBN: 978-
24 Proceedings of Third International Conference on Advances in Electrical, Electronics, Information, Communication and Bio-Informatics (AEEICB)IEEE DIGITAL LIBRARY AN EFFECTIVE HYBRID CUCKOO SEARCH WITH HARMONY SEARCH FOR REVIEW SPAM DETECTION 2017 Co Author
25 Proceedings of International Conference on Innovations in Green Energy and Healthcare Technologies (IGEHT),IEEE DIGITAL LIBRARY,2017 ADAPTIVE BINARY FLOWER POLLINATION ALGORITHM FOR FEATURE SELECTION IN REVIEW SPAM DETECTION 2017 Co Author
26 Proceedings of International Conference on Innovations in Green Energy and Healthcare Technologies (IGEHT),IEEE DIGITAL LIBRARY,2017 A SURVEY ON ONLINE REVIEW SPAM DETECTION TECHNIQUES 2017 Co Author
27 International Journal of Advanced Intelligence Paradigms Performance comparison of discrete particle swarm optimisation and shuffled frog leaping algorithm in multiprocessor task scheduling problem 2017 Co Author 9
28 International Journal of Computational Intelligence Task Scheduling in Distributed Systems using Heap Intelligent Discrete Particle Swarm Optimization 2017 Co Author 1
29 Journal of Computing and Informatics Task Scheduling using Hamming Particle Swarm Optimization in Distributed Systems 2017 Co Author 36
30 AMIS Performance Analysis of iBPSO and BFPA Based Feature Selection Techniques for Improving Classification Accuracy in Review Spam Detection 2017 Co Author DOI:10.18
31 AMIS A Hybrid Approach to Optimize Feature Selection Process Using iBPSO- BFPA for Review Spam Detection, 2017 Co Author DOI:10.185
32 Proceedings of the 2nd International Conference on Inventive Computation Technologies ( ICICT 2017), SENTIMENT CLASSIFICATION USING DEEP LEARNING TECHNIQUES-A SURVEY 2017 Co Author Proceeding
33 Elsevier Computers and Electrical Engineering A Bio Inspired Swarm Intelligence Technique for Social Aware Cognitive Radio Handovers 2017 Co Author
34 Taylor and Francis - Intelligent Automation & Soft Computing An Efficient Optimized Handover in Cognitive Radio Networks using Cooperative Spectrum sensing 2017 Co Author
35 Cluster computing The Journal of Networks, Software Tools and Applications Supervised machine learning techniques in cognitive radio networks during cooperative spectrum handovers 2017 Co Author ISSN 1386-
36 Asian Journal of Research in Social Sciences and Humanities Performance Enhancement in Image Encryption using Parallel Non Uniform Cellular Automata based PRN Generation 2017 Co Author Vol. 7, No
37 Journal of Scientific & Industrial Research Aspect Ranking Based on Author Specific Information Aggregation 2016 Main Author Vol. 75
38 National Journal of Technology Swarm Intelligence Technique for Automating Traffic Cycle Program 2016 Co Author 12
39 International Journal of Computer Application SENTIMENT CLASSIFICATION BASED ON LATENT DIRICHLET ALLOCATION 2016 Co Author ISSN 0975
40 International Research Journal of Engineering and Technology FEATURE SELECTION USING BINARY ARTIFICIAL BEE COLONY FOR SENTIMENT CLASSIFICATION 2016 Co Author Vol.3, Iss
41 Advances in Natural and Applied Sciences AN INTEGRATED EVOLUTIONARY ALGORITHM FOR REVIEW SPAM DETECTION ON ONLINE REVIEWS 2016 Co Author ISSN: 1995
42 Journal of Algorithms & Computational Technology Intelligent Discrete Particle Swarm Optimization for Multiprocessor task Scheduling problem 2016 Co Author 1
43 Springer: Advances in Intelligent Systems and Computing Task scheduling using Multi-objective Particle Swarm Optimization with Hamming Inertia Weight 2016 Co Author 2
44 International Journal of Swarm Intelligence Task scheduling using multi-objective hamming discrete particle swarm optimisation in distributed systems 2016 Co Author 2
45 International Journal of Advanced Research in Computer Science and Software Engineering(IJARCSSE) International Journal of Advanced Research in Computer Science and Software Engineering(IJARCSSE) 2016 Co Author Volume 6
46 Asian Journal of Information Technology Attempting to Preserve Energy During Private Data Delivery Using Various Encryption Techniques 2016 Co Author DOI:10.392
47 Circuits and Systems Optimized Features Extraction of IRIS Recognition by Using MADLA to Ensure Secure Authentication 2016 Co Author http://dx.
48 Journal of Medical Imaging and Health Informatics Multimodal Biometric System Recognition Using Fuzzy RCE Network 2016 Co Author Vol. 6, No
49 International Journal of Applied Engineering Research SENTIMENT CLASSIFICATION BASED ON LDA USING SMO CLASSIFIER 2015 Co Author ISSN 0973-
50 ”, International Journal of Computer Application OPINION MINING USING HYBRID METHODS 2015 Co Author ISSN 0975
51 International Journal of Computer Application Shuffled frog leaping algorithm in distributed system 2015 Co Author 3
52 Proceedings of the 6th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2015) held in Kochi D-MBPSO: An Unsupervised Feature Selection Algorithm Based on PSO 2015 Co Author PP 359-369
53 IJCA Proceedings on International Conference on Innovations in Computing Techniques (ICICT 2015) ICICT 2015(2):33-37 Article: Cryptosystem for Personal Health Records in Cloud 2015 Co Author
54 IJCA Proceedings on International Conference on Innovations in Computing Techniques (ICICT 2015) ICICT 2015(3):30-36 Article: Certain Investigations on Continuous User Authentication System using Biometrics 2015 Co Author
55 Australian Journal of Basic and Applied Sciences Identification of Efficient Cellular Automata Rules in Generating Psuedo Random Numbers 2014 Co Author Pages: 182
56 Australian Journal of Basic and Applied Sciences Improving the Performance and Security of Multimedia Data Using Stream Ciphers 2014 Co Author Pages:196-
57 International Journal of Applied Engineering Research Analysis on Continuous Authentication System Using multimodal Biometrics 2014 Co Author ISSN 0973-
58 International Journal of Applied Engineering Research Investigations on Finger Nail Plates Authentication 2014 Co Author ISSN 0973-
59 Aust. J. Basic & Appl. Sci., 8(10): 31-37 Type 2 Diabetes Prediction Using Multinomial Logistic Regression 2014 Co Author ISSN: 1991
60 Journal of Computer Science 10 (5): 745-754 Energy Efficient Network Selection using 802.16g based GSM Technology 2014 Co Author ISSN: 1549
61 International Journal of Computer Applications A Combined Genetic Programming for Microarray Data Analysis 2013 Main Author 80
62 International Journal of Computer Applications 80(14):13-17 Article: A Combined Genetic Programming for Microarray Data Analysis 2013 Main Author DOI:10.512
63 International Journal of Engineering & Technology Research Volume 1, Issue 2 A Survey on Multimodal Biometrics 2013 Main Author ISSN Onlin
64 International Journal of Advances in Image Processing Multimodal Biometrics for Improving Automatic Teller Machine SecurityBonfring 2013 Main Author pp 19-25
65 National Journal of Technology, PSG College of Technology Social Mining through Web Opinions using Clustering 2013 Main Author Vol. 9, N
66 Procedia Engineering Task Scheduling Using Constriction Weighted Particle Swarm Optimization for Multi-Objectives 2012 Co Author 38
67 Procedia Engineering Task Scheduling Using Adaptive Weighted Particle Swarm Optimization with Adaptive Weighted Sum 2012 Co Author 38
68 National Journal of Technology, PSG College of Technology Randomness evaluation of cellular automata based on non-cellular automata based PRNGS 2012 Main Author Vol. 8 No
69 International Journal of Advances in Computer Science and Engineering Weighted K Nearest Neighbor Classification using Optimized Genetic algorithm 2009 Main Author Vol. 3, No
70 International Journal of Computer Applications in Engineering, Technology and Sciences Weight Adapted k- Nearest Neighbor Algorithm with Genetic Approach for Data Classification 2009 Main Author Vol. 1, No
71 International Journal of Computer Applications in Engineering, Technology and Sciences Text Classification using Enhanced Naive Bayes with Genetic algorithm 2009 Main Author Vol. 1, No
72 International Journal of Artificial Intelligence and Soft Computing Classification in data mining for face images using neuro: genetic approaches 2009 Main Author Vol. 1, No
73 National Journal of Computer Science, Coimbatore A Hybrid Data Mining Technique for Face Recognition System using Enhanced Independent Component Analysis 2009 Main Author Vol. 3, No
74 ICGST International Journal on Graphics, Vision and Image Processing Neuro Genetic Nearest Neighbor Based Data Mining Techniques for Fingerprint Classification and recognition System 2007 Main Author Vol. 7, No
75 International Journal of Soft Computing Applications Artificial Neural Network Based Image Data Mining with Hybrid Recognizer 2007 Main Author No. 1, Vie
76 Technology Journal, PSG College of Technology, Coimbatore Data Mining Techniques for Image Classification and Recognition System in Finger Print Images 2007 Main Author Vol. 3, No


International & National Conferences

S.No. Conference Title Paper Title Date Role Organized By
1 2nd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing Dynamic Spectrum Access for Spectrum Handoff in Cognitive Radio Networks Using Optimization Techniques 01-10-2020 Co Author Outside India
2 ICDMAI Analysis of Classification Algorithms for Breast Cancer Prediction 22-01-2019 Co Author Outside India
3 International Conference on Data Management, Analytics & Innovation 2019 Modified DFA minimization with Artificial Bee Colony Optimization in Vehicular Routing problem with Time Windows 18-01-2019 Main Author
4 11th International Conference on Human System Interaction HSI 2018 ANALYSIS OF NEURAL NETWORKS BASED HEART DISEASE PREDICTION SYSTEM 04-07-2018 Co Author
5 international conference on Advancements in Automation, Robotics & Sensing (ICAARS-2016) Automated traffic control system using swarm intelligence 23-06-2016 Main Author
6 International Conference on Computing Technologies and Intelligent Data Engineering (ICCTIDE) International Conference on Computing Technologies and Intelligent Data Engineering (ICCTIDE'16) 07-01-2016 Co Author National Engineering College, Kovilpatti, Tamilnadu
7 Sixth National conference on Innovations in Information and Communication Technology Social Mining through Web Opinions using Clustering 26-04-2013 Main Author
8 Sixth National conference on Innovations in Information and Communication Technology Identifying Gene Expression Data using Meta Genetic Programming combined with MVGPC 26-04-2013 Main Author
9 International Conference on Cloud and Big Data Analytics Identifying Gene Expression Data using Evolutionary Computing 08-02-2013 Main Author
10 International Conference on Cloud and Big Data Analytics Social Mining through Web Opinions using Classification 08-02-2013 Main Author
11 International Conference on Frontiers of Computer Science ( ICFoCS 2011) Randomness Analysis of PRNs Generated by Uniform and Non-Uniform CA 08-06-2011 Main Author
12 Proceedings of the Second National Conference in Emerging Trends in Engineering and Technology, SNCETET -2009 Structured Data Classification using Weighted k-Nearest Neighbor with Genetic Algorithm 02-04-2009 Main Author
13 Proceedings of Third National Conference on Innovations in Information and Communication Technology Consistency based Feature Selection Approach for Improving Text Classification Performance 21-09-2007 Main Author
14 International Conference on Advanced Computing and Communications (ADCOM) Neuro - Genetic approaches to classification of Face Images with effective feature selection using hybrid classifiers 13-08-2007 Main Author NIT
15 Proceedings of the International Conference on Signal Processing, Communications and Networking (ICSCN) Efficient Finger Print Image Classification and Recognition using Neural Network Data Mining 22-02-2007 Main Author
16 Proceedings of the International Conference on iconADELCO Image Data Mining Technique for Face Recognition System using Hybrid Recognizer 01-02-2007 Main Author
17 Proceedings of the International Conference on iconADELCO Finger Print Classification and recognition System using Neural Network and Nearest Neighbor Algorithm 01-02-2007 Main Author
18 Proceedings of the 14th International Conference on Advanced Computing and Communications Neuro Genetic approaches to classification of Face Images with effective feature selection using hybrid classifiers 20-12-2006 Main Author
19 Proceedings of the National Conference on Recent Trends in Data Mining and its Applications Improving Classification performance of unstructured text using Incremental Latent Semantic Indexing Technique 11-03-2006 Main Author
20 Proceedings of the International Conference on Resource Utilization and Intelligent Systems Mining Frequent Itemsets in Incremental Mining using Depth First SEarch (DEFSEM) algorithm 04-01-2006 Main Author



Books Published

S.No. Publisher Title Year Role Edition
1 Springer, EAI/Springer Innovations in Communication and Computing book series Intelligent Spectrum Handovers in Cognitive Radio Networks 2019 Co Author 1



Contributions

S.No. Title Author Nature Date
1 Real-Time Cardiovascular Health Monitoring System Using IoT and Machine Learning Algorithms
Dr.Vairam T
Dr.Sarathambekai S
Dr.Umamaheswari K
Chapter 17-12-2020
2 Swarm Intelligence Based Multi-Objective Optimization Algorithm for Task Scheduling Problem in Distributed Systems
Dr.Sarathambekai S
Dr.Umamaheswari K
Dr.Vairam T
Chapter 19-10-2020
3 Task Scheduling in Heterogeneous Computing Systems Using Swarm Intelligence
Dr.Sarathambekai S
Dr.Umamaheswari K
Chapter 17-04-2020
4 Machine Learning Techniques for Healthcare Applications: Early Autism Detection Using Ensemble Approach and Breast Cancer Prediction Using SMO and IBK Machine Learning Techniques for Healthcare Applications: Early Autism Detection Using Ensemble App
Dr.RajaMohana S P
Dr.Umamaheswari K
Chapter 26-12-2018
5 Aspect-Based Text Summarization Using MapReduce Optimization
V.Priya, Assistant Professor
Dr.Umamaheswari K
Chapter 15-12-2018
6 A Study on Mobile IPv6 Handover in Cognitive Radio Networks
H.Anandakumar, Associate Professor
Dr.Umamaheswari K
R. Arulmurugan Bannari Amman Institute of Technology, Associate Professor
Chapter 01-10-2018
7 Cognitive Radio, Mobile Communications and Wireless Networks
Anandakumar H, Assistant Professor
Dr.Umamaheswari K
Chapter 01-09-2018


Special Lectures Delivered

S.No. Event Topic Organizer From To
1 Techniques in Research and Innovation Effective Survey on Research Karpagam Engineering College, Coimbatore 05/07/2021 05/07/2021
2 ATAL AICTE FDP on Artificial Intelligence, Machine Learning and Deep Learning Machine Learning Approaches for Predictive Analytics of Health Care Karpagam Engineering College, Coimbatore 02/02/2021 02/02/2021
3 Innovations and best practices for Engineering Institutions Ideas to Innovative Laboratory Learning Hindusthan Institute of Technology 29/07/2020 29/07/2020
4 CSIR sponsored Two Days National Seminar on Research Trends on IOT With Cloud Based Cancer Diagnosis System for Healthcare Cancer Prediction using Machine Learning Techniques Hindusthan College of Engineering and Technology 20/12/2019 20/12/2019
5 Computer Vision and Deep Learning: A Research Perspective Computer Vision: Recent Trends and Applications TEQIP - PSGCT 26/08/2019 01/09/2019
6 Faculty Development Programme on Theory of Computing Normal Forms for CFG - TOC Dr.NGP Institute of Technology 11/06/2019 11/06/2019
7 Data Analytics – a Journey towards Data Mining to Artificial Intelligence Data Analytics – a Journey towards Data Mining to Artificial Intelligence HKBK College of Engineering Bengaluru-560 045 15/04/2019 15/04/2021
8 Research Convention - Sustenance of Quality and Innovation in Research Quality Research paper writing Avinashilingam Institute for Home Science and Higher Education for Women 01/02/2019 02/02/2019
9 International Conference on Big Data Innovation for Sustainable Cognitive Computing Big Data Analytics for Health Care EAI – European Alliance for Innovation, UK 13/12/2018 15/12/2018
10 ICMR Sponsored Empowering Oncology Research using Deep Learning Techniques Microarray Analysis using Machine Learning Techniques PSGCT, ICMR 09/07/2018 10/07/2018



Programmes Organised

S.No. Title of the Programme From To Sponsoring Agency No. of Audience
1 Online Five Days Summer School on Deep Learning for Computer Vision, Speech and NLP: Research and Application perspective 27-06-2022 01-07-2022 - 53
2 FULL STACK WEB DEVELOPMENT 07-04-2022 09-04-2022 - 40
3 Accelerated AI for Computer Vision, Speech and NLP 04-03-2022 05-03-2022 - 53
4 Starry Eyes, Soaring High 20-01-2022 20-01-2022 - 18
5 One Day National E-Workshop on “Information Storage Security Practices (ISSP)” In Association with Society for Electronic Transactions and Security (SETS) 26-11-2021 26-11-2021 - 74
6 Introduction to Machine Learning in Natural Language Computing 14-08-2021 14-08-2021 - 95
7 Three day online webinar on “Scientific communication for Research paper and Proposal writing” 01-07-2021 03-07-2021 - 45
8 Career options after under-graduation 21-06-2021 21-06-2021 - 115
9 How to boost your career after Engineering? 18-06-2021 18-06-2021 - 74
10 IT Alumni Association Webinar Series 2021 (Webinar 1 to Webinar 7) 16-06-2021 21-06-2021 - 50
11 Virtual National Conference on Computational and Information Science (NCCIS - 2021) 23-04-2021 24-04-2021 - 100
12 Online Training on Machine Learning using Python 20-02-2021 23-02-2021 - 118
13 Online webinar on "Overleaf - Cloud Based Online Research Paper Writing Tool" 26-12-2020 26-12-2020 - 45
14 Webinar on “Overleaf – cloud based Online Research Paper Writing tool” 26-12-2020 26-12-2020 - 45
15 Overleaf Cloud Based Research paper Writing Tool 26-12-2020 26-12-2020 - 25
16 Webinar on “Stepping Stone – Career Advancement Program” 19-12-2020 19-12-2020 - 115
17 Conference on Data Science & Cyber Security(CDSCS - 2020) 28-11-2020 28-11-2020 - 45
18 How different coding skills help to crack the interview and how to take advantage of ongoing COVID situation - Online 24-10-2020 24-10-2020 - 75
19 Webinar on “Research Paper Writing using Latex” 12-09-2020 12-09-2020 - 40
20 Research Paper Writing using LATEX 12-09-2020 12-09-2020 -
21 “Vulnerability Approach and Methodology” 29-08-2020 29-08-2020 - 50
22 IT Alumni Association Webinar Series (Webinar Series 1 to Webinar Series 16) 03-07-2020 30-07-2020 - 135
23 An awareness on cyber security architecture 10-12-2019 10-12-2019 - 92
24 Seminar on Soft Skills for Success 27-09-2019 27-09-2019 - 102
25 COMPUTER VISION AND DEEP LEARNING: A RESEARCH PERSPECTIVE 26-08-2019 01-09-2019 TEQIP 21
26 An Awareness on Higher Education Studies 12-07-2019 12-07-2019 - 130
27 Information System Security Association (ISSA) Student Chapter Inaugaration 27-06-2019 27-06-2019 , 30
28 C Programming for Beginners 02-05-2019 10-05-2019 , 7
29 Computer Vision and Deep Learning: A Research Perspective 26-02-2019 01-09-2019 TEQIP 24
30 Blockchain Technology 13-10-2018 13-10-2018 - 20
31 TEQIP-III Sponsored Induction Programme for I BTECH IT 06-08-2018 25-08-2018 , 126
32 RAPID DEVELOPMENT OF ENTERPRISE APPLICATIONS 06-08-2016 07-08-2016 , 28
33 International Conference on Innovations in Computing Techniques(ICICT-2015) 22-01-2015 24-01-2015 Dept of IT, PSG College of Technology
34 Hands on Training in PL/SQL Practice 15-09-2012 15-09-2012 , 48
35 Conference on Research Trends in Information Technlogy & Biometrics and Cyber 28-04-2012 Dept of IT, PSG College of Technology
36 International conference on Innovations in Computers,Information and Communications 05-01-2012 07-01-2012 Motorola-India,DRDO -Delhi,EMC 2-Bangalore Juniper Networks -Chennai
37 Soft Skill Development 08-08-2004 09-08-2004 , 79
38 Conference on Data Science & Cyber Security (CDSCS - 2020) 01-01-1970 01-01-1970 PSG CARE 34



Programmes Attended

S.No. Title of the Programme From To Organized by Sponsoring Agency
1 International workshop on “Data sharing for open innovation in community-based rehabilitation" - Hackathon 15/03/2019 17/03/2019 University of LEEDS and BITS, Goa TEQIP
2 Indo-Taiwan Joint workshop on Artificial Intelligence 01/11/2018 02/11/2019 IIT, Chennai TEQIP
3 International workshop on “Data sharing for open innovation in community-based rehabilitation 28/09/2018 29/09/2018 University of LEEDS and BITS, Goa TEQIP
4 51st CSI National Convention -Pre-convention Tutorial 22/01/2017 25/01/2017 CSI, Coimbatore Chapter
5 TEQIP II sponsored Two day Workshop on Outcome Based Education 19/01/2017 20/01/2017 Educational Technology Centre, PSGCT
6 TEQIP II sponsored Research Workshop on Deep Learning 07/10/2016 07/10/2016 Dept. of CSE PSGCT
7 TEQIP II sponsored Research Workshop on Data Analytics using R 10/09/2016 11/09/2016 Dept. of IT, PSGCT
8 TEQIP II sponsored Pedagogical Programme on Enhancement of Academic process 13/08/2016 13/08/2016 PSGCT
9 Workshop on Mentoring 11/06/2016 30/07/2016 PSG Center for Academic Research and Excellence (PSG CARE)
10 Workshop on Best Practices on Info Security for Corporates 22/04/2016 22/04/2016 Confederation of Indian Industry, Chennai
11 IEP on Linux PSG College of Technology PSG College of Technology
12 International conference on Advanced computing and communication PSG College of Technology Advanced Computing Society
13 Recent trends on Data warehousing and Data Mining REC, Warangal AICTE andISTE
14 Voice over IP BANGALORE Indian Institute of Science
15 National conference on Advanced computing PSG College of Technology PSG College of Technology
16 Third National Conference on Information and Communication Technology - NCIICT 2007 PSG College of Technology
17 Service oriented architecture PSG College of Technology
18 Improving Classification performance of unstructured text using Incremental Latent Semantic Indexing Technique Chidambaram Annamalai University
19 14th International Conference on Advanced Computing & Communications NIT, Surathkal
20 Image Data Mining Classification of Face Images using Kohonen SOM Network with Hybrid classifier Coimbatore CSE dept., PSG College of Technology
21 Image Data Mining Technique for Face Recognition System using Hybrid Recognizer Kovilpatti National Engg. College
22 Finger Print Classification and Recognition System using Neural Network and Nearest Neighbour Algorithm Kovilpatti National Engg. College
23 Stress Management for Women Coimbatore PSG Polytechnic College
24 Efficient Finger Print Image Classification and Recognition using Neural Network Data Mining Chromepet, Chennai Madras Institute of Technology, Anna University
25 Consistency based Feature Selection Approach for Improving Text Classification Performance Coimbatore IT Dept, PSG College of Technology
26 Be your own Doctor - Acupressure course Coimbatore Devendra Vora
27 Theory of Computation PSG College of Technology
28 International Conference on Resource utilisation and Information System Perundurai Kongu Engineering College
29 Swarm and Evolutionary Algorithms PSG College of Technology
30 Financial Planning and Management Coimbatore PSG Polytechnic College
31 FDP on Software Testing Coimbatore CTS
32 International Conference on Global Challenges in Engineering Education and Research Coimbatore PSG College of Technology
33 HP Students Conference + Chair meeting Bangalore HP, Bangalore
34 Open source - Solaris Operating System Bangalore Sun Microsystems
35 Mission 10X - High Impact Teaching Skills PSG College of Technology Mission 10X
36 IBM's Service Oriented Architecture PSG College of Technology, Coimbatore MCA
37 Software Pattern PSG College of Technology, Coimbatore MCA
38 NPTEL PSG College of Technology IIT and PSGCT
39 Financial Planning and Management Coimbatore PSG Polytechnic College
40 Leadership Programme PSG IM PSGCT - IM
41 GATE Coaching - Theory of Computation PSG College of Technology
42 Mission10x - Advanced Course PSG College of Technology Mission10X - Wipro
43 Current Trends in Information Retrieval with Research Perspective PSG College of Technology
44 Aakash for Education PSG College of Technology IIT Bombay
45 Student Counseling PSG College of Technology PSGCT and PSG Polytechnic college
46 Intelligent Systems and its Applications PSG College of Technology PSGCT, MCA Department
47 Next Generation Internet Protocol (IPv6) PSG College of Technology
48 Hands on Training in PL/SQL Practice PSG College of Technology
49 Faculty Development Programme on Technology Enhanced Learning: Innovations and Trends PSGCT PSG College of Technology
50 New Outcome Based Accreditation PSG College of Technology PSG CT, NBA
51 FDP on Testing Services Cognizant Technology Solutions, Coimbatore Cognizant Technology Solutions, Coimbatore
52 One day Hands on Training on, "Rapid Miner - A Data Mining Tool" PSG College of Technology
53 Management Capacity Enhancement Programme under TEQIP TIMELESS LEADERSHIP PSG Institute of Management PSGIM by Prof. Debashis Chatterjee, IIM, Kozhikode
54 Next Generation Internet Protocol PSG College of Technology
55 MTA workshop on .NET PSG College of Technology
56 System Engineering PSGIM, coimbatore PSGIAS and University of South Australia
57 NPTEL Coimbatore Sri Krishna College of Engineering and Technology
58 International Conference on Innovations in Computers, Information and Communications (ICICIC - 2012) PSG College of Technology
59 Current Trends in Automation Testing PSG College of Technology



Awards and Achievements

S.No. Title of the Award Awarded By Date of Achievement
1 Women Researcher Award Science Father 13/11/2020



Doctoral Guidance / Supervision : Completed

S.No. Name of the Candidate Title of the Thesis Date of Completion
1 V.Priya
Certain Investigations on Machine Learning Techniques for Text Summarization 04-10-2019
2 D.Maya
Optimal Energy Consumption in MANET with Cluster based Routing Approaches 19-08-2019
3 Dr.RajaMohana S P
Investigations on Bio-Inspired Feature Selection Techniques for Spam Review Classification 22-02-2019
4 H.Anandakumar
Investigations on Cooperative Spectrum Handovers in Cognitive Radio Networks 12-10-2018
5 G.Selvavinayagan
Certain Investigations on enhancing security using cellular automata based cryptosystems 07-09-2018
6 PRAVINTHRAJA S
INVESTIGATIONS ON MULTI MODAL BIOMETRICS FOR HUMAN RECOGNITION SYSTEM 27-04-2018
7 Ms.S.Sarathambekai
Meta-task Scheduling in Distributed Systems using DPSO Variants 12-02-2018



Doctoral Guidance / Supervision : In Progress

S.No. Name of the Candidate Area of Research
1 V.Chrystal Amutha
Artificial Intelligence
2 G.Vidya
Artificial Intelligence
3 Ms.Sindhu G
Artificial Intelligence
4 Mrs.Logeswari Saranya R
Image Processing
5 Ms. G.Niranjani
vehicle Routing
6 Ms.M.Kalpana Devi
cognitive radio
7 Ms.P.Jayapriya
Image and Video Processing



Sponsored Research Projects

S.No. Title of the Project Sponsoring Agency Role
1 Design and Development of AI powered Cognitive Remediation Therapy through Gaming for Schizophrenia patients DST Co Investigator
2 Data Analysis with High Performance Analytics AICTE Principal Investigator