Faculty

Profile

Dr JAYAPRIYA J

MSc, MPhil, PhD
ASSISTANT PROFESSOR

SCHOOL OF SCIENCES
BANGALORE CAMPUS
 Print Profile

Sl.No. Title Name of Periodical Periodicity Date
Sl.No. Title Name of Journal Date of Publication Volume No/Issue No/Page No
1 Deep Convolutional Neural Networks Network with Transfer Learning for Image-Based Malware Analysis Lecture Notes in Networks and Systems 02-Aug-2023 / / 39-51

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JAYAPRIYA J,VS JEYALAKSHMI,KRISHNAN N
Title of Article Deep Convolutional Neural Networks Network with Transfer Learning for Image-Based Malware Analysis
Name of Journal Lecture Notes in Networks and Systems
Volume No
Issue No
Page No 39-51
URL https://link.springer.com/chapter/10.1007/978-981-99-3010-4_4
Indexing Agency Scopus
Date of Publication 02-Aug-2023
2 Aligning molecular sequences using hybrid bioinspired algorithm in GPU International Journal of Computational Science and Engineering 11-Feb-2020 / / 125-136

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JAYAPRIYA J,MICHAEL AROCK
Title of Article Aligning molecular sequences using hybrid bioinspired algorithm in GPU
Name of Journal International Journal of Computational Science and Engineering
Volume No
Issue No
Page No 125-136
URL https://www.inderscience.com/jhome.php?jcode=ijcse
Indexing Agency Scopus
Date of Publication 11-Feb-2020
3 Aligning Molecular Sequences by Wavelet Transform using Cross Correlation Similarity Metric International Journal of Intelligent Systems and Applications (IJISA) 07-Nov-2017 / / 62-70

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JAYAPRIYA J,MICHAEL AROCK, NITT
Title of Article Aligning Molecular Sequences by Wavelet Transform using Cross Correlation Similarity Metric
Name of Journal International Journal of Intelligent Systems and Applications (IJISA)
Volume No
Issue No
Page No 62-70
URL https://www.mecs-press.org/ijisa/ijisa-v9-n11/v9n11-8.html
Indexing Agency Scopus
Date of Publication 07-Nov-2017
4 A Novel Distance Metric for Aligning Multiple Sequences Using DNA Hybridization Process International Journal of Intelligent Systems and Applications (IJISA) 08-Jun-2016 / / 40-47

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JAYAPRIYA J,MICHAEL AROCK, NITT
Title of Article A Novel Distance Metric for Aligning Multiple Sequences Using DNA Hybridization Process
Name of Journal International Journal of Intelligent Systems and Applications (IJISA)
Volume No
Issue No
Page No 40-47
URL https://www.mecs-press.org/ijisa/ijisa-v8-n6/v8n6-5.html
Indexing Agency Scopus
Date of Publication 08-Jun-2016
5 Aligning two molecular sequences using genetic operators in grey wolf optimiser technique Int. J. Data Mining and Bioinformatics 01-Jan-2016 15 / 4 / 328-349

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) JAYAPRIYA J,MICHAEL AROCK
Title of Article Aligning two molecular sequences using genetic operators in grey wolf optimiser technique
Name of Journal Int. J. Data Mining and Bioinformatics
Volume No 15
Issue No 4
Page No 328-349
URL https://www.inderscience.com/jhome.php?jcode=ijdmb
Indexing Agency Web of Science
Date of Publication 01-Jan-2016
Sl.No. Title URL Subject Month Year
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 Conference Proceedings Probing the Role of Information and Communication Technology (ICT) in Enhancing Research: An Epilogue of Accessible Research Tools 978-981-99-4931-1 Nov 2023

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M,SHYAM AKASHE,AMIT JOSHI
Title of Book Lecture Notes in Networks and Systems 754
Title of Book/Chapter/Article/Case Study) Probing the Role of Information and Communication Technology (ICT) in Enhancing Research: An Epilogue of Accessible Research Tools
Month/Year Nov/2023
ISBN 978-981-99-4931-1
Pages
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
2 Conference Proceedings Unraveling Women's Involvement in the Digital Realm: An Empirical Investigation 979-8-3503-3509-5 Nov 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M,INDIAN INSTITUTE OF TECHNOLOGY - DELHI
Title of Book 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)
Title of Book/Chapter/Article/Case Study) Unraveling Women's Involvement in the Digital Realm: An Empirical Investigation
Month/Year Nov/2023
ISBN 979-8-3503-3509-5
Pages
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
3 Conference Proceedings Comparative Performance Analysis of Machine Learning and Deep Learning Techniques in Pneumonia Detection: A Study 979-8-3503-3509-5 Nov 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M,DEEPA S,INDIAN INSTITUTE OF TECHNOLOGY - DELHI
Title of Book 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)
Title of Book/Chapter/Article/Case Study) Comparative Performance Analysis of Machine Learning and Deep Learning Techniques in Pneumonia Detection: A Study
Month/Year Nov/2023
ISBN 979-8-3503-3509-5
Pages
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
4 Conference Proceedings Performance Analysis of YOLOv7 and YOLOv8 Models for Drone Detection 979-8-3503-0082-6 Oct 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,VINAY M,JAYAPRIYA J,IEEE
Title of Book Network, Multimedia and Information Technology (NMITCON) International Conference
Title of Book/Chapter/Article/Case Study) Performance Analysis of YOLOv7 and YOLOv8 Models for Drone Detection
Month/Year Oct/2023
ISBN 979-8-3503-0082-6
Pages 1 - 7
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
5 Reference book Improving Maternal Health by Predicting Various Pregnancy-Related Abnormalities Using Machine Learning Algorithms 9798369317181 Oct 2023

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M,D. SATISHKUMAR, P. MANIIARASAN
Title of Book Technological Tools for Predicting Pregnancy Complications
Title of Book/Chapter/Article/Case Study) Improving Maternal Health by Predicting Various Pregnancy-Related Abnormalities Using Machine Learning Algorithms
Month/Year Oct/2023
ISBN 9798369317181
Pages
Publishing Company/Institution IGI Global
Indexing Agency Scopus
Level International publisher
6 Conference Proceedings Intelligent Course Recommendation for Higher Education based on Learner Proficiency 979-8-3503-3800-3 Sep 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) VINAY M,IEEE,JAYAPRIYA J
Title of Book 2023 International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3)
Title of Book/Chapter/Article/Case Study) Intelligent Course Recommendation for Higher Education based on Learner Proficiency
Month/Year Sep/2023
ISBN 979-8-3503-3800-3
Pages
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
7 Reference book Equitable and inclusive online learning: A framework for supporting students with disabilities 9781668490891 Aug 2023

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M,PATRICIA ORDÓÑEZ DE PABLOS, MOHAMMAD NABIL ALMUNAW
Title of Book Developing Skills and Competencies for Digital and Green Transitions
Title of Book/Chapter/Article/Case Study) Equitable and inclusive online learning: A framework for supporting students with disabilities
Month/Year Aug/2023
ISBN 9781668490891
Pages 29 - 54
Publishing Company/Institution IGI Global
Indexing Agency Scopus
Level International publisher
8 Conference Proceedings Deep Learning Algorithms Comparison for Multiple Biological Sequences Alignment 978-981-99-3760-8 Aug 2023

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M, JYOTI CHOUDRIE, PARIKSHIT N. MAHALLE, THINAGARAN
Title of Book IOT with Smart Systems ICTIS 2023, Volume 2
Title of Book/Chapter/Article/Case Study) Deep Learning Algorithms Comparison for Multiple Biological Sequences Alignment
Month/Year Aug/2023
ISBN 978-981-99-3760-8
Pages
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
9 Conference Proceedings Deep Convolutional Neural Networks Network with Transfer Learning for Image-Based Malware Analysis 9789819930104 Aug 2023

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VS JEYALAKSHMI,N KRISHNAN, ABOUL ELLA HASSANIEN, OSCAR CASTILLO, SAMEER ANAN
Title of Book ICICC 2023: International Conference on Innovative Computing and Communications
Title of Book/Chapter/Article/Case Study) Deep Convolutional Neural Networks Network with Transfer Learning for Image-Based Malware Analysis
Month/Year Aug/2023
ISBN 9789819930104
Pages
Publishing Company/Institution Springer
Indexing Agency Scopus
Level International publisher
10 Conference Proceedings Performance Evaluation of Convolutional Neural Networks for Stellar Image Classification: A Comparative Study 979-8-3503-0159-5 Jul 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,JAYAPRIYA J,VINAY M,IEEE
Title of Book International Conference on Data Science and Network Security (ICDSNS)
Title of Book/Chapter/Article/Case Study) Performance Evaluation of Convolutional Neural Networks for Stellar Image Classification: A Comparative Study
Month/Year Jul/2023
ISBN 979-8-3503-0159-5
Pages 1 - 6
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
11 Conference Proceedings Brain Tumor Classification: A Comparison Study CNN, VGG 16 and ResNet50 Model 979-8-3503-0159-5 Jul 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,JAYAPRIYA J,VINAY M,IEEE
Title of Book International Conference on Data Science and Network Security (ICDSNS)
Title of Book/Chapter/Article/Case Study) Brain Tumor Classification: A Comparison Study CNN, VGG 16 and ResNet50 Model
Month/Year Jul/2023
ISBN 979-8-3503-0159-5
Pages 1 - 7
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
12 Reference book Ensembled Convolutional Neural Network for Multi-Class Skin Cancer Detection Under processing Mar 2023

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) BALAKRISHNAN C ,SIVA BALAN R V ,JAYAPRIYA J,SENTHILNATHAN T,DR. POONAM TANWAR
Title of Book Predictive Data Modeling for Biomedical Data and Imaging
Title of Book/Chapter/Article/Case Study) Ensembled Convolutional Neural Network for Multi-Class Skin Cancer Detection
Month/Year Mar/2023
ISBN Under processing
Pages
Publishing Company/Institution CRC Press, Taylor & Francis
Indexing Agency Scopus
Level International publisher
13 Text book "Equitable and Inclusive Online Learning: A Framework for Supporting Students with Disabilities In progress Mar 2023

Additional information

Type of Book Text book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M,PATRICIA ORDÓÑEZ DE PABLOS
Title of Book Developing Skills and Competencies for Digital and Green Transitions
Title of Book/Chapter/Article/Case Study) "Equitable and Inclusive Online Learning: A Framework for Supporting Students with Disabilities
Month/Year Mar/2023
ISBN In progress
Pages
Publishing Company/Institution IGI Global
Indexing Agency Scopus
Level International publisher
14 Conference Proceedings Deep Learning Algorithms Comparison for Multiple Bilogical Sequences Alignment In process Mar 2023

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) VINAY M,JAYAPRIYA J,ROBERT J. HOWLETT, LAKHMI C. JAIN
Title of Book Smart Innovation, Systems and Technologies
Title of Book/Chapter/Article/Case Study) Deep Learning Algorithms Comparison for Multiple Bilogical Sequences Alignment
Month/Year Mar/2023
ISBN In process
Pages
Publishing Company/Institution Springer Science and Business Media Deutschland Gm
Indexing Agency Scopus
Level International publisher
15 Reference book Ensembled Convolutional Neural Network for Multi-Class Skin Cancer Detection Accepted, In Progress Mar 2023

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) SIVA BALAN R V ,SENTHILNATHAN T,JAYAPRIYA J,BALAKRISHNAN C ,DR. POONAM TANWAR
Title of Book Predictive Data Modeling for Biomedical Data and Imaging
Title of Book/Chapter/Article/Case Study) Ensembled Convolutional Neural Network for Multi-Class Skin Cancer Detection
Month/Year Mar/2023
ISBN Accepted, In Progress
Pages
Publishing Company/Institution River Publications
Indexing Agency Scopus
Level International publisher
16 Reference book Deep Learning for Arrhythmia Classification: A Comparative Study on Different Deep Learning Models 979-8-3503-1646-9 Mar 2023

Additional information

Type of Book Reference book
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M,DEEPA S,IEEE
Title of Book 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE)
Title of Book/Chapter/Article/Case Study) Deep Learning for Arrhythmia Classification: A Comparative Study on Different Deep Learning Models
Month/Year Mar/2023
ISBN 979-8-3503-1646-9
Pages
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
17 Conference Proceedings Pairwise local alignment using wavelet transform 978-1-4673-7399-9 Dec 2015

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,IEEE
Title of Book 12th IEEE International Conference Electronics, Energy, Environment, Communication, Computer, Control: (E3-C3), INDICON 2015,
Title of Book/Chapter/Article/Case Study) Pairwise local alignment using wavelet transform
Month/Year Dec/2015
ISBN 978-1-4673-7399-9
Pages 1 - 5
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
18 Conference Proceedings A parallel GWO technique for aligning multiple molecular sequences 978-1-4799-8792-4 Aug 2015

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,MICHAEL AROCK, NITT,IEEE
Title of Book 2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI)
Title of Book/Chapter/Article/Case Study) A parallel GWO technique for aligning multiple molecular sequences
Month/Year Aug/2015
ISBN 978-1-4799-8792-4
Pages 210 - 215
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 Presenter 8th International Conference on Information and Communication Technology for Competitive Strategies (ICTCS-2023) Artificial Intelligence based L&E-Refiner for Blind Learners 08/12/2023 Global Knowledge Research Foundation and GR Scholastic LLP International
2 Conference Presenter IEEE INTERNATIONAL CONFERENCE Deep Learning for Arrhythmia Classification: A Comparative Study on Different Deep Learning Models 02/11/2023 Rao Bahadur Y. Mahabaleswarappa Engineering College International
3 Conference Presenter IEEE INTERNATIONAL CONFERENCE Election Forecasting with machine learning and Sentiment analysis: Karnataka 02/11/2023 Rao Bahadur Y. Mahabaleswarappa Engineering College International
4 Conference Co-presenter Ieee International Conference 01/09/2023 Nitte Meenakshi Institute of Technology International
5 Conference Co-presenter International Conference on ICT for Sustainable Development 03/08/2023 Global Knowledge Research Foundation and GR Scholastic LLP International
6 Conference Co-presenter First IEEE International Conference on Data Science and Network Security(ICDSNS-2023) 28/07/2023 Kalpataru Institute of Technology, Tiptur International
7 Conference Co-presenter First IEEE International Conference on Data Science and Network Security(ICDSNS-2023) 28/07/2023 Kalpataru Institute of Technology, Tiptur International
8 Conference Co-presenter International Conference on Computing, Communication and Networking Technologies(ICCCNT 06/07/2023 IIT-Delhi International
9 Conference Co-presenter International Conference on Computing, Communication and Networking Technologies(ICCCNT) 06/07/2023 IIT-Delhi International
10 Conference Co-presenter International Conference on Computer, Electronics and Electrical Engineering and Their Applications, 2023 08/06/2023 IEEE - UP, NIT UTTARAKHAND International
11 Conference Presenter IRST 2023 Vulnerability Analysis Framework for AI-Based IoT Medical Device Data 23/05/2023 Shobhit Institute of Engineering & Technology, Meerut, sponsored by All India Council for Technical Education (AICTE), A Statutory body under Ministry of HRD, Govt. of India International
12 Conference Presenter 7th International Congresson Information and Communication Technologoy for Intelligent Systems Deep learning Algorithms Comparison for Multiple Biological Sequences Alignment 27/04/2023 Global Knowledge Research Foundation and GR Scholastic LLP International
13 Conference Presenter International Conference on Innovative Computing and Communication (ICICC-2023) Deep Convolutıonal Neural Networks Network with Transfer Learning for Image-Based Malware Analysıs 17/02/2023 Shaheed Sukhdev College of Business Studies, University of Delhi, New Delhi, India in association with the National Institute of Technology Patna, India and the University of Valladolid, Spain International
14 Conference Presenter 15th International Conference on Bioinformatics (InCoB) GPU based Hybrid Bioinspired Algorithm for  Aligning Multiple Sequences 21/09/2016 AMBIS, APBIONET International
15 Conference Presenter International Conference on Research in Engineering, Computers and Technology Dynamic Programming for Pair-wise alignment using Compressed Sequences 08/09/2016 National Institute of Technology, Tiruchirappalli International
16 Conference Presenter 12th IEEE INDICON Pairwise Local Alignment using Wavelet Transform 17/12/2015 Jamia Milla Islamia, New Delhi International
17 Conference Presenter 4th International Conference on Advances in Computing, Communications & Informatics A parallel GWO Technique for Aligning Multiple Molecular Sequences 10/08/2015 SCMS School of Engineering & Technology, Kochi, Kerala International
Sl.No. Title of the Program Name of the Program Date Name of the Institution
Sl.No. Title Genre Producer Copyrights
Sl.No. Title Guide Name Institution Month Year
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 DIGITAL WORLD COGNIZANCE FOR WOMEN CIVILIZATION JAYAPRIYA J, VINAY M Australian Consulate General Chennai External
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
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
Sl.No. Faculties Theme of Consultancy Type
Sl.No. Applicants Title Date Published

CHRIST

(Deemed to be University)

Dharmaram College Post, Hosur Road, Bengaluru - 560029,
Karnataka, India

Tel: +91 804012 9100 / 9600

Fax: 40129000

Email: mail@christuniversity.in

Web: http://www. christuniversity.in

Vision

EXCELLENCE AND SERVICE

Mission

CHRIST (Deemed to be University) is a nurturing ground for an individual's holistic development to make effective contribution to the society in a dynamic environment.

Copyright © CHRIST (Deemed to be University) 2020 | Privacy Policy