Faculty

Profile

Dr NISHA VARGHESE

MSc, MPhil, PhD
ASSISTANT PROFESSOR

SCHOOL OF SCIENCES
BANGALORE CAMPUS
 Print Profile

Sl.No. Title Name of Periodical Periodicity Date
1 Capturing The Void: First Photograph Of A Blackhole Infobahn Biannual 07/12/2023
Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 A Comprehensive Survey on Machine Reading Comprehension: Models, Benchmarked Datasets, Evaluation Metrics, and Trends Lecture Notes on Data Engineering and Communications Technologies 01-Jul-2022 2 / / 1-15

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) NISHA VARGHESE,M PUNITHAVALLI
Title of Article A Comprehensive Survey on Machine Reading Comprehension: Models, Benchmarked Datasets, Evaluation Metrics, and Trends
Name of Journal Lecture Notes on Data Engineering and Communications Technologies
Volume No 2
Issue No
Page No 1-15
URL https://link.springer.com/chapter/10.1007/978-981-16-9113-3_1
Indexing Agency Scopus
Date of Publication 01-Jul-2022
2 Lexical And Semantic Analysis Of Sacred Texts Using Machine Learning And Natural Language Processing International Journal of Scientific & Technology Research 20-Dec-2019 8 / 12 / 3133-3140

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) NISHA VARGHESE,M PUNITHAVALLI
Title of Article Lexical And Semantic Analysis Of Sacred Texts Using Machine Learning And Natural Language Processing
Name of Journal International Journal of Scientific & Technology Research
Volume No 8
Issue No 12
Page No 3133-3140
URL https://www.ijstr.org/
Indexing Agency Scopus
Date of Publication 20-Dec-2019
Sl.No. Title URL Subject Month Year
1 Large Language Models and Transformers https://medium.com/@nisha.varghese/large-language-model-and-transformers-c90094bb63ba Computer Science
2 AI - The Artist https://medium.com/@nisha.varghese/ai-the-artist-%EF%B8%8F-92632ab8478c Artificial Intelligence Image Generator
Sl.No. Type of Book Title Title of Book ISBN Month Year
Sl.No. Type of Book Title of Chapter/Article ISBN Month Year
1 Text book Question-answering versus machine reading comprehension Neural machine reading comprehension using transformer models 9781003244332 Nov 2023

Additional information

Type of Book Text book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) NISHA VARGHESE,M PUNITHAVALLI, MUSKAN GARG,SANDEEP KUMAR,ABDUL KHADER JILANI SAUDAGAR
Title of Book Natural Language Processing and Information Retrieval
Title of Book/Chapter/Article/Case Study) Question-answering versus machine reading comprehension Neural machine reading comprehension using transformer models
Month/Year Nov/2023
ISBN 9781003244332
Pages 209 - 229
Publishing Company/Institution CRC Press
Indexing Agency Scopus
Level International publisher
2 Conference Proceedings The Efficiency of Ensemble Machine Learning Models on Network Intrusion Detection using KDDCup 99 Dataset 979-8-3503-3577-4 Sep 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NISHA VARGHESE,VIVEK R,SANDEEP KUMAR
Title of Book Contemporary Computing and Communications
Title of Book/Chapter/Article/Case Study) The Efficiency of Ensemble Machine Learning Models on Network Intrusion Detection using KDDCup 99 Dataset
Month/Year Sep/2023
ISBN 979-8-3503-3577-4
Pages 1 - 5
Publishing Company/Institution IEEE Xplore
Indexing Agency Scopus
Level International publisher
3 Conference Proceedings Neural Machine Reading Comprehension on COVID Dataset using Bi-directional Encoder Representations from Transformers 978-1-6654-3877-3 Sep 2021

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) NISHA VARGHESE,IEEE EDITORS
Title of Book Neural Machine Reading Comprehension on COVID Dataset using Bi-directional Encoder Representations from Transformers
Title of Book/Chapter/Article/Case Study) Neural Machine Reading Comprehension on COVID Dataset using Bi-directional Encoder Representations from Transformers
Month/Year Sep/2021
ISBN 978-1-6654-3877-3
Pages 1597 - 1602
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
Sl.No. Type of Book Title Title of Case Study ISBN Month Year
Sl.No. Title Abstract Objectives Type Sponsors
Sl.No. Title Place of Publication ISBN No. Month Year
Sl.No. Type of Program Role Name of Program Title of Paper Date Organising Institution Level
1 Conference Moderator/Chair World Congress on Smart Computing 08/06/2024 Soft Computing Research Society International
2 Conference Moderator/Chair International Conference on Computer Vision and Robotics 25/05/2024 Symbiosis Skills and Professional University International
3 Conference Participant International Conference 14/05/2024 SKM International
4 Conference Moderator/Chair International Conference on Paradigms of Communication, Computing and Data Analytics 20/04/2024 Uttarakhand University International
5 Conference Participant International Conference 30/03/2024 Jaikranthi College of Education, Latur International
6 Conference Moderator/Chair International Conference on Sustainable Advanced Computing 22/03/2024 Christ University International
7 Conference Presenter International Conference on FOSS Approaches towards Computational Intelligence and Language Technology Domain-Specific Token Recognition using Bidirectional Encoder Representations from Transformers and SciBERT 21/03/2024 International Centre for Free and Open Source Solutions International
8 Conference Moderator/Chair International Conference on FOSS Approaches towards Computational Intelligence and Language Technology 21/03/2024 International Centre for Free and Open Source Solutions (ICFOSS) International
9 Conference Moderator/Chair International Conference on Power Engineering and Intelligent Systems 16/03/2024 NIT, Uttarakhand International
10 Conference Moderator/Chair INC4 15/03/2024 Christ University International
11 Conference Moderator/Chair Second Congress on Control, Robotics and Mechatronics 03/02/2024 SR University International
12 Conference Participant International Conference on AI in Teaching and Learning 02/02/2024 Srikumar swami Mahavidyalaya International
13 Conference Participant International Conference on Digital Marketing 31/01/2024 Srikumarswami Mahavidhyalaya International
14 Conference Participant International Conference 29/01/2024 Shri Kumarswami Mahavidyala International
15 Conference Participant International Conference on Neuroleadership 24/01/2024 Sri Kumarswami Maha Vudhyalaya Ausa International
16 Conference Participant International Conference 14/01/2024 Shri KumarSwamy Mahavidyalaya International
17 Conference Moderator/Chair International Conference on Communication and Computational Technologies 08/01/2024 Rajasthan Institute of Engineering and Technology International
18 Conference Participant International Conference in Multi-disciplinary Approach in Education 04/01/2024 Shri Kumarswami Mahavidyalaya and Govt. College of Education International
19 Seminar Participant Research Webinar on Generative AI in Healthcare 21/12/2023 Christ University Institutional
20 Conference Presenter International Conference on Business Analytics and Intelligence An Efficient Context Minimization for Machine Reading Comprehension Span Extraction Tasks 18/12/2023 IISc Bangalore International
21 Conference Moderator/Chair International conference on Communication and Intelligent Systems 16/12/2023 Malavya NIT, Jaipur International
22 Conference Moderator/Chair Congress on Smart Computing Technologies 02/12/2023 South Asian University International
23 Conference Moderator/Chair International conference on Intelligent vision and computing 25/11/2023 NIT Agrathala International
24 Seminar Participant Advancements in Pedagogical Sciences and Research 21/11/2023 ICERT International
25 Conference Participant International Conference on Computational Sciences and Sustainable Technologies 25/08/2023 Christ University International
26 Conference Participant Java Fest 15/07/2023 Christ University Institutional
27 Conference Panelist International Conference on data science and Applications 14/07/2023 Malavya National Institute of Technology International
28 Seminar Moderator/Chair Mimamsa Student National Seminar 23/06/2023 St. Francis De Sales College National
29 Conference Presenter Fourth International Conference on Internet of Things Smart Security Surveillance System for Agriculture and Livestock Monitoring Using the Internet of Things and Computer vision 26/04/2023 SRM Univeristy International
30 Conference Moderator/Chair IEEE International Conference on Contemporary Computing and Communincations 21/04/2023 Christ University International
31 Conference Presenter IEEE International Conference on Cotemporary Computing and Communications Efficiency of Machine Learning and Ensembled Models on Network Intrusion Detection Using KDDCup 99 Dataset 21/04/2023 Christ University International
32 Conference Presenter International Conference on Recent Advances in Computer Sciences and Information Technology Impact of Game Addiction to emotional Physical Distress and academic Performance on College Students: Prediction Using Machine Learning and Ensemble Algorithms 10/03/2023 St.Francis De Sales College International
33 Conference Moderator/Chair International Conference on Challenges and strategies to Revolutionize Global Business Standards 03/06/2022 Krupanidhi Group of Institutions International
34 Conference Coordinator International Conference on Challenges and Strategies to revolutionize Global Business Standards 03/06/2022 Krupanidhi Group of Institutions International
35 Conference Participant International Conference on Sustainable Advanced Computing 05/03/2021 Christ University International
36 Seminar Participant International Seminar on " Research in Computers: Why, What and How?"--> Industry 4.0 03/03/2020 Bharathiar University International
37 Conference Participant Tenth National Conference on Machine Learning and Smart technology 20/02/2020 Sree Krishna Arts and Science College National
38 Conference Presenter International Conference on Computational Sciences Machine Learning Techniques for Analyzing the Quality of Red Blood Cells due to Smoking 23/10/2019 Algappa University International
39 Conference Participant First National Conference on Computational Intelligence and Data Analytics 26/02/2019 University of Calicut National
Sl.No. Title of the Program Name of the Program Date Name of the Institution
1 Pre-trained Models and Large Language Models 12 Day training Summer School 04/06/2024 ICFOSS, Govt. of Kerala, Trivandrum
2 Advanced Natural Language Processing 12 Day training Summer School 03/06/2024 ICFOSS, Govt. of Kerala, Trivandrum
3 Deep Learning for NLP 06/03/2024 Acharya Institute of Technology
4 Deep Dive in to NLP: NLP Fundamentals and LSTM Short Term Training Programme 19/02/2024 Govt. Model Engineering College, Ernakulam
5 Revolutionizing Communication: Exploring the Frontiers of Language Technology National Symposium 23/01/2024 Mar Ivanios College
6 Hands-On Session On Natural Language Processing Industry Readiness Programme 13/12/2023 Bharathiar University
7 Recent Development in Industry 4.0 and 5.0 MIMAMSA National Seminar on Tech Trends 23/06/2023 St. Francis De Sales College
8 Deep Learning Models For Cyber Attack Detection DRDO Sponsored Three Days National Level Workshop 30/11/2022 Dayananda Sagar College Of Engineering
9 Frontiers of Cyber Security Research in recent era 5 days FDP 22/08/2022 VIT, Vellore
10 Transition from Industry 4.0 - 5.0 International/National Webinar Series 29/06/2022 Sri Kumarswamy Mahavidyalala Ausa
11 Human Computer Interaction International/National Webinar Series 29/05/2022 Sri Kumarswamy Mahavidyalala Ausa
Sl.No. Title Genre Producer Copyrights
Sl.No. Title Guide Name Institution Month Year
1 Privacy Preserving in Datamining using Bi-Party Data Releasing Method Noel Binny Bharathiar University
2 Design and Development of Neural Machine Reading Comprehension Using Deep learning Transformer Models Prof. Dr. M. Punithavalli Bharathiar University
Sl.No. Title Name of Student Institution Month Year
Sl.No. Title of Invention Inventor(s) Filing Date
Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
1 Fostering Social Science: Empowering Access Control with Deep Learning and Chaos Algorithm in Biometrics SRIDEVI R, RAJESH KANNA R,CYNTHIA T,HELEN K JOY,NISHA VARGHESE Internal
2 QR Code Integration for Incentivized plastic Bottle collection system CYNTHIA T, RAJESH KANNA R,SRIDEVI R,HELEN K JOY,NISHA VARGHESE Internal
3 Empowering Women : Bridging the silence through a chatbot for Health, Safety and Rights HELEN K JOY, NISHA VARGHESE,RAJESH KANNA R,GOBI R,SRIDEVI R,CYNTHIA T Internal
4 Knowledge Extractions System from documents for blinds and visually impaired using Neural Machine Reading Comprehension and Transformers NISHA VARGHESE, RAJESH KANNA R,GOBI R,HELEN K JOY,SRIDEVI R,CYNTHIA T Internal
Sl.No. Name of the Conference/Seminar Name of Organiser Level Date
Sl.No. Name of the Workshop/FDP/Training programme Name of Oraganiser Level Role Date
1 Introduction to OpenAI GPT Models Infosys Spring Board International Participant 01/03/2024
2 Scaffolding Adult Learning Through Learner-Centered Approach CHRIST (Deemed to be University) Institutional Participant 28/02/2024
3 Natural Language Processing using Python Infosys Spring Board International Participant 01/02/2024
4 Introduction to Natural Language Processing Infosys Spring Board International Participant 29/01/2024
5 Latest Trends and Techniques in Software Engineering Department of Computer Science International Participant 20/01/2024
6 Mastering Innovative Online Course Development Centre for Digital Learning Institutional Participant 08/01/2024
7 Enhancing IoT use cases with AR/VR technologies for smart applications with security aspects Vellore Institute of Technology Institutional Participant 18/10/2023
8 Faculty Orientation Programme Staff Development College Institutional Participant 19/09/2023
9 Innovative Research Opportunities and Applications of Data Science in the Industry 5.0 Paradigm Ministry of Education International Participant 18/08/2023
10 Fundamentals of Sequence Model: Artificial Neural Network & Sequence Modeling Infosys Spring Board International Participant 16/08/2023
11 Python Fundamentals Infosys Spring Board International Participant 15/08/2023
12 Faculty Induction Programme Staff Development College Institutional Participant 21/07/2023
13 Faculty Development Programme Centre for Education Beyond Curriculum and Staff Development College Institutional Participant 26/06/2023
14 Nine Days National Level Work Shop on DevOps SRM Science and Technology National Participant 16/06/2023
15 Eight Days National Level Work Shop on Cybersecurity and Hacking SRM Science and Technology Institutional Participant 16/06/2023
16 Cyber Security Workshop Taylors University International Participant 04/10/2022
17 Digital Analytics and Regression IBM Developer Skills Network International Participant 20/09/2022
18 Machine Learning with Python IBM Developer Skills Network International Participant 12/09/2022
19 Chat Bot Development IBM Developer Skills Network International Participant 01/06/2022
20 Data Science Methodology IBM Developer Skills Network International Participant 16/05/2022
21 Python 101 for Data Science IBM Developer Skills Network International Participant 16/05/2022
22 Truecaller Optimization using Trie Tech Learn Institutional Participant 03/03/2022
23 Introduction to Data Science IBM International Participant 19/01/2022
24 Deep Learning Fundamentals IBM Developer Skills Network International Participant 12/01/2022
25 Python Classes and Inheritance university of Michigan International Participant 10/10/2020
26 Positive Psychology The university of North Carolina International Participant 08/10/2020
27 Write Professional Emails in English Coursera International Participant 01/10/2020
28 ?Is Blockchain and AI - solution for Cybersecurity?? Kyungpook National University International Participant 01/10/2020
29 Project: C++ Coursera Project Network International Participant 30/09/2020
30 International Workshop on Cyber Attacks and Attack Handling Methods Kyungpook National University International Participant 30/09/2020
31 Class Creation in Object Oriented Python Coursera Project Network International Participant 29/09/2020
32 Introduction to Python Coursera Project Network International Participant 29/09/2020
33 Class Creation in Object Oriented Python Coursera Project Network International Participant 29/09/2020
34 Introduction to Psycology Yale University International Participant 25/09/2020
35 Take Your English Communication Skills to the Next Level Georgia Institute of Technology International Participant 25/09/2020
36 Python Functions, Files, and Dictionaries university of Michigan International Participant 12/09/2020
37 Data Collection and Processing with Python university of Michigan International Participant 12/09/2020
38 Create Your First Python Program Coursera Project Network International Participant 09/09/2020
39 Improve Your English Communication Skills Georgia Institute of Technology International Participant 01/09/2020
40 Python Basics university of Michigan International Participant 01/09/2020
41 Meditation: A way to achieve your goals in your life Korea Advanced Institute of Science and Technology International Participant 24/08/2020
42 Build Your Professional ePortfolio in English Georgia Institute of Technology International Participant 24/08/2020
43 peak English Professionally: In Person, Online & On the Phone Coursera International Participant 20/08/2020
44 Meditation Korea Advanced Institute of Science and Technologygy International Participant 20/08/2020
45 Python for Everybody university of Michigan International Participant 17/08/2020
46 Data Analysis With Python IBM Developer Skills Network International Participant 10/08/2020
47 Using Databases with Python university of Michigan International Participant 07/08/2020
48 Data Visualization with Python IBM Developer Skills Network International Participant 01/08/2020
49 Natioanl Webinar Angappa College National Participant 29/07/2020
50 Python Data Structures university of Michigan International Participant 26/07/2020
51 Using Python to Access Web Data university of Michigan International Participant 24/07/2020
52 Programming for Everybody university of Michigan International Participant 23/07/2020
53 NLP and Related Technologies NMAM Institute of Technology Institutional Participant 09/07/2020
54 Capstone: Retrieving, Processing, and Visualizing Data with Python university of Michigan International Participant 08/07/2020
55 Complete Python Programming 2020:Beginer to Advanced Udemy International Participant 01/07/2020
56 Text Retrieval and Search Engines University of Illinois International Participant 01/07/2020
57 SCIENTIFIC COMMUNICATION FOR RESEARCH PAPER AND PROPOSAL WRITING PSG College of Technology Institutional Participant 01/07/2020
58 International Webinar Avinashilingam Institute for Home Science and Higher Education for Women Institutional Participant 25/06/2020
59 Introduction to Deep Learning Avinashilingam Institute for Home Science and Higher Education for Women Institutional Participant 17/06/2020
60 Text Mining and Analytics University of Illinois International Participant 16/06/2020
61 CYBER WARFARE AND SAFE MOBILE USAGE Angappa College of Arts and Science Institutional Participant 16/06/2020
62 Training on Academical and Technical Writing RUSA Institutional Participant 15/06/2020
63 Data Visualization using Tableau Computer Society of India Institutional Participant 05/06/2020
64 5 days Online Faculty Development Program Government Arts College for Women, Salem Institutional Participant 02/06/2020
65 Neural Network and Deep Learning using Python Reva University Institutional Participant 01/06/2020
66 Recent Trends in Clod Computing SAFI Institute of Advanced Study Institutional Participant 29/05/2020
67 Tips for Effective Research in Computer Science from a Beginners Perspective MES College Institutional Participant 26/05/2020
68 Exploring Machine Learning Algorithms and Applications Kongu Engineering College Institutional Participant 21/05/2020
69 Knowledge 4.0 - Technical Webinar Series Chennai Institute of Technology Institutional Participant 06/05/2020
70 The Science of Well-Being Yale University International Participant 01/05/2020
71 Support Vector Machine in Python Udemy International Participant 01/05/2020
72 Deep Learning with Tenson flow and Keras using Python and R Udemy International Participant 01/05/2020
73 First step in to NLP starter Guide Udemy International Participant 27/04/2020
74 Neural Networks using Keras Tensorflow in Python Udemy International Participant 27/04/2020
75 Modern Natural Language Processing in Python Udemy International Participant 13/04/2020
76 Value Added Programme Vellore Institute of Technology Institutional Participant 15/02/2020
77 Building Smart Business Assistants with IBM Watson Coursera Project Network International Participant 09/02/2020
78 Create Your First Chatbot with Rasa and Python Coursera Project Network International Participant 09/02/2020
79 Computer Vision and Deep Learning : A research Perspective TEQIP Institutional Participant 26/08/2019
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
1 IPR Award Intellectual Property Rights Award for the written book "Ethical hacking" Reg. No. L-117872/2022 Bharathiar University 26 April 2023
2 Best Paper Award Best Paper Award for International Conference 2023 SRM University 28 April 2023
3 Edu-Excellence Award Ed-Vision 05 September 2023
4 Global Peace Award Ed-Vision 05 September 2022
5 Asia Book of records, India Book of Records, International Book of Records Human Computer Interaction Webinar Series Talk Shri KumarSwami Mahavidyalaya, Ausa 29 May 2022
6 Asia Book of records, India Book of Records, International Book of Records Shri KumarSwami Mahavidyalaya, Ausa 29 June 2022
7 Coordination Twenty Days Webinar Series on Cyber Security Bharathiar University 02 November 2021
8 Programme Committee Member and Reviewer Third International Conference on Intelligent Vision and Computing NIT and Soft Computing Research Society 26 November 2023
9 Programme Committee Member and Reviewer Congress on Smart Computing Technologies South Asian University 03 December 2023
10 Technical Program Committee Member and Reviewer Soft Computing Research Society 17 December 2023
11 Technical Program Committee Member and Reviewer Soft Computing Research Society 09 January 2024
12 Technical Program Committee Member and Reviewer Soft Computing Research Society 04 February 2024
13 Reviewer IEEE International Conference Christ University 16 March 2024
14 Technical Program Committee Member and Reviewer of International Conference PEIS NIT Utharakhand 17 March 2024
15 Member of Technical Program Committee IEEE Conference CHRIST (Deemed to be University) 16 March 2024
16 Reviewer of International Conference FOSS CiL24 ICFOSS 22 March 2024
Sl.No. Faculties Theme of Consultancy Type
Sl.No. Applicants Title Date Published

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