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Dr DEEPA S

MSc, MPhil, PhD
ASSOCIATE 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 Exploratory Architectures Analysis of Various Pre-trained Image Classification Models for Deep Learning Journal of Advances in Information Technology 18-Jan-2024 15 / 1 / 66-78

Additional information

Category Article in Research Journal
Sole Authored /Co Authored Co-Author
Author Name (s) DEEPA S,LOVELINE ZEEMA J
Title of Article Exploratory Architectures Analysis of Various Pre-trained Image Classification Models for Deep Learning
Name of Journal Journal of Advances in Information Technology
Volume No 15
Issue No 1
Page No 66-78
URL https://www.jait.us/show-235-1472-1.html
Indexing Agency Web of Science and Scopus
Date of Publication 18-Jan-2024
Sl.No. Title URL Subject Month Year
1 Understanding Text Preprocessing in Deep Learning: Tokenization, Padding, and Word Embeddings in Keras https://medium.com/@sdeepa369/understanding-text-preprocessing-in-deep-learning-tokenization-padding-and-word-embeddings-in-f805cb71caae Data Science
2 Data Augmentation in image processing https://medium.com/@sdeepa369/data-augmentation-in-image-processing-1c41bab3492a computer Science
3 Navigating Mental Health in the Digital Age: Finding Balance in a Hyperconnected World Navigating Mental Health in the Digital Age: Finding Balance in a Hyperconnected World computer Science
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 Reference book Explainable AI for Healthcare 5.0?Enhancing Transparency and Trus 978-104031209-4 Jun 2025

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M,DEEPA S,CRC PRESS
Title of Book Edge AI for Industry . and Healthcare . Applications
Title of Book/Chapter/Article/Case Study) Explainable AI for Healthcare 5.0?Enhancing Transparency and Trus
Month/Year Jun/2025
ISBN 978-104031209-4
Pages
Publishing Company/Institution CRC press
Indexing Agency Scopus
Level International publisher
2 Reference book Explainable AI for Healthcare 5.0?Enhancing Transparency and Trust 9781003442066 Jun 2025

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,VINAY M,JAYAPRIYA J,PETHURU RAJ, B. SUNDARAVADIVAZHAGAN, MARIYA OUAISS
Title of Book Edge AI for Industry 5.0 and Healthcare 5.0 Applications
Title of Book/Chapter/Article/Case Study) Explainable AI for Healthcare 5.0?Enhancing Transparency and Trust
Month/Year Jun/2025
ISBN 9781003442066
Pages
Publishing Company/Institution Taylor & Francis Group
Indexing Agency Scopus
Level International publisher
3 Conference Proceedings Revolutionizing Legal Intelligence: Advances in Neural Networks and Language Models for Legal NLP 979-833152389-3 May 2025

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,IEEE
Title of Book 3 rd International Conference on Intelligent Systems, Advanced Computing, and Communication
Title of Book/Chapter/Article/Case Study) Revolutionizing Legal Intelligence: Advances in Neural Networks and Language Models for Legal NLP
Month/Year May/2025
ISBN 979-833152389-3
Pages
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
4 Reference book The Establishment of Quantum Networks 978-1-394-24236-8 Apr 2025

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M,DEEPA S,LOVELINE ZEEMA J,WILEY
Title of Book Quantum Computing and Artificial Intelligence: The Industry Use Cases
Title of Book/Chapter/Article/Case Study) The Establishment of Quantum Networks
Month/Year Apr/2025
ISBN 978-1-394-24236-8
Pages
Publishing Company/Institution wiley
Indexing Agency Scopus
Level International publisher
5 Reference book Implementing learning analytics in educational systems to effectively integrate and cater to different learning styles 979-8369938595-1 Apr 2025

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M,DEEPA S,IGI-GLOBAL
Title of Book Revolutionizing Education With Remote Experimentation and Learning Analytics
Title of Book/Chapter/Article/Case Study) Implementing learning analytics in educational systems to effectively integrate and cater to different learning styles
Month/Year Apr/2025
ISBN 979-8369938595-1
Pages
Publishing Company/Institution IGI GLOBAL
Indexing Agency Scopus
Level International publisher
6 Reference book Non-orthogonal multiple access wireless systems using deep learning 9781003514336 Mar 2025

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,MAIYAM QUAISSA
Title of Book Machine Learning for Radio Resource Management and Optimization in 5G and Beyond
Title of Book/Chapter/Article/Case Study) Non-orthogonal multiple access wireless systems using deep learning
Month/Year Mar/2025
ISBN 9781003514336
Pages 95 - 115
Publishing Company/Institution CRC TAYLOR AND FRANCIS
Indexing Agency Scopus
Level International publisher
7 Text book Exploring Quantum Computing in Weather Forecasting: Leveraging Optimization Algorithms for Long-Term Accuracy 0 Mar 2025

Additional information

Type of Book Text book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) KIRUBANAND V B,LOVELINE ZEEMA J,DEEPA S,TEENA JOSE,KALPANA P,PETHURU RAJ, B. SUNDARAVADIVAZHAGAN, MARIYA OUAISS
Title of Book Quantum Computing and Artificial Intelligence: The Industry Use Cases
Title of Book/Chapter/Article/Case Study) Exploring Quantum Computing in Weather Forecasting: Leveraging Optimization Algorithms for Long-Term Accuracy
Month/Year Mar/2025
ISBN 0
Pages 1 - 16
Publishing Company/Institution Wiley
Indexing Agency Scopus
Level International publisher
8 Text book The Establishment of Quantum Networks 978-1-394-24236-8 Mar 2025

Additional information

Type of Book Text book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,LOVELINE ZEEMA J,VINAY M,JAYAPRIYA J,PETHURU RAJ, B. SUNDARAVADIVAZHAGAN, MARIYA OUAISS
Title of Book Quantum Computing and Artificial Intelligence: The Industry Use Cases
Title of Book/Chapter/Article/Case Study) The Establishment of Quantum Networks
Month/Year Mar/2025
ISBN 978-1-394-24236-8
Pages 207 - 224
Publishing Company/Institution Wiley
Indexing Agency Scopus
Level International publisher
9 Conference Proceedings Comprehensive Large Language Model for Bathymetry Data 979-833152963-5 Mar 2025

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,IEEE
Title of Book Proceedings of the 4th International Conference on Ubiquitous Computing and Intelligent Information Systems
Title of Book/Chapter/Article/Case Study) Comprehensive Large Language Model for Bathymetry Data
Month/Year Mar/2025
ISBN 979-833152963-5
Pages
Publishing Company/Institution Institute of Electrical and Electronics Engineers
Indexing Agency Scopus
Level International publisher
10 Conference Proceedings Enhanced Hill Cipher Algorithm with Novel Encoding and Key Generation 979-8-3315-0496-0 Feb 2025

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) KALPANA P,SUMATHI P,TEENA JOSE,DEEPA S,PRIYA STELLA MARY I,MANIMEKALA B,IEEE
Title of Book 2024 International Conference on Integrated Intelligence and Communication Systems
Title of Book/Chapter/Article/Case Study) Enhanced Hill Cipher Algorithm with Novel Encoding and Key Generation
Month/Year Feb/2025
ISBN 979-8-3315-0496-0
Pages
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
11 Conference Proceedings Comparative Study on GANs and VAEs in Credit Card Fraud Detection 979-8-3503-5293-1 Dec 2024

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,IEEE
Title of Book 2024 First International Conference on Software, Systems and Information Technology (SSITCON)
Title of Book/Chapter/Article/Case Study) Comparative Study on GANs and VAEs in Credit Card Fraud Detection
Month/Year Dec/2024
ISBN 979-8-3503-5293-1
Pages
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
12 Conference Proceedings Smart Forest Guardians: Advances in Fire Detection using Machine Learning 979-833151809-7 Dec 2024

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
Title of Book Control Networks and Intelligent Systems(ICICNIS 2024)
Title of Book/Chapter/Article/Case Study) Smart Forest Guardians: Advances in Fire Detection using Machine Learning
Month/Year Dec/2024
ISBN 979-833151809-7
Pages 1019 - 1025
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
13 Conference Proceedings Specialized CNN Architectures for Enhanced Image Classification Performance 979-8-3503-7289-2 Nov 2024

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,KALPANA P,SUGANTHI J,LOVELINE ZEEMA J,IEEE
Title of Book 2nd IEEE International Conference on Networks, Multimedia and Information Technology,
Title of Book/Chapter/Article/Case Study) Specialized CNN Architectures for Enhanced Image Classification Performance
Month/Year Nov/2024
ISBN 979-8-3503-7289-2
Pages
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
14 Conference Proceedings Analysing the Influence of Activation Functions in CNN models for Effective Malware Classification 979-8-3503-7311-0 Oct 2024

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,MAHALAKSHMI J,IEEE
Title of Book 2nd IEEE International Conference on Data Science and Network Security,
Title of Book/Chapter/Article/Case Study) Analysing the Influence of Activation Functions in CNN models for Effective Malware Classification
Month/Year Oct/2024
ISBN 979-8-3503-7311-0
Pages
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
15 Reference book Securing Her Digital Footprint: AI for Women's Safety 9798369334065 May 2024

Additional information

Type of Book Reference book
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) JAYAPRIYA J,VINAY M,DEEPA S,SIVARAM PONNUSAMY, VIBHA BORA, PREMA M. DAIGAVANE
Title of Book Wearable Devices, Surveillance Systems, and AI for Women's Wellbeing
Title of Book/Chapter/Article/Case Study) Securing Her Digital Footprint: AI for Women's Safety
Month/Year May/2024
ISBN 9798369334065
Pages
Publishing Company/Institution IGI Global
Indexing Agency Scopus
Level International publisher
16 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
17 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) 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
18 Conference Proceedings Performance analysis of deep learning pretrained image classification models 979-8-3503-1646-9 Nov 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) 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) Performance analysis of deep learning pretrained image classification models
Month/Year Nov/2023
ISBN 979-8-3503-1646-9
Pages 1 - 5
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
19 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
20 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
21 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
22 Conference Proceedings Optimization-Based Cash Management Model for Microfinance Applications Using GSA and PSO 978-981975080-1 Jun 2023

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,BANSAL J.C., SHARMA H., CHAKRAVORTY A
Title of Book Smart Innovation, Systems and Technologies
Title of Book/Chapter/Article/Case Study) Optimization-Based Cash Management Model for Microfinance Applications Using GSA and PSO
Month/Year Jun/2023
ISBN 978-981975080-1
Pages
Publishing Company/Institution SPRINGER
Indexing Agency Scopus
Level International publisher
23 Conference Proceedings Machine learning regression model for material synthesis prices prediction in agriculture 2214-7853 May 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,DR. SANKAR SEKAR,DR. A.V BALAN
Title of Book Materials Today proceedings
Title of Book/Chapter/Article/Case Study) Machine learning regression model for material synthesis prices prediction in agriculture
Month/Year May/2023
ISBN 2214-7853
Pages 989 - 993
Publishing Company/Institution science direct
Indexing Agency Scopus
Level International publisher
24 Conference Proceedings TAMIL- NLP: Roles and Impact of Machine Learning and Deep Learning with Natural Language Processing for Tamil 979-8-3503-4779-1 Apr 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,IEEE
Title of Book 8th IEEE International Conference on Science, Technology, Engineering and Mathematics
Title of Book/Chapter/Article/Case Study) TAMIL- NLP: Roles and Impact of Machine Learning and Deep Learning with Natural Language Processing for Tamil
Month/Year Apr/2023
ISBN 979-8-3503-4779-1
Pages 1 - 9
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
25 Conference Proceedings Transforming towards 6G: Critical Review of Key Performance Indicators 979-8-3503-9747-5 Mar 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) BALAKRISHNAN C ,SIVA BALAN R V ,DEEPA S,DR. PRADIPKUMAR DIXIT
Title of Book Circuits, Control, Communication and Computing
Title of Book/Chapter/Article/Case Study) Transforming towards 6G: Critical Review of Key Performance Indicators
Month/Year Mar/2023
ISBN 979-8-3503-9747-5
Pages 341 - 346
Publishing Company/Institution IEEE Xplore
Indexing Agency Scopus
Level International publisher
26 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
27 Conference Proceedings Performance Analysis Of Various Machine Learning Classification Models Using Twitter Data: ational Education Policy 978-1-6654-9260-7 Jan 2023

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,SIVA BALAN R V ,BALAKRISHNAN C ,DR P.A VIJAYA,DR JYOTI R MUNAVALLI,DR. BINDU, DR Y
Title of Book International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE)
Title of Book/Chapter/Article/Case Study) Performance Analysis Of Various Machine Learning Classification Models Using Twitter Data: ational Education Policy
Month/Year Jan/2023
ISBN 978-1-6654-9260-7
Pages 862 - 870
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
28 Conference Proceedings Election Forecasting with Machine Learning and Sentiment Analysis: Karnataka 2023 979-8-3503-1646-9 Jan 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,IEEE
Title of Book 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE)
Title of Book/Chapter/Article/Case Study) Election Forecasting with Machine Learning and Sentiment Analysis: Karnataka 2023
Month/Year Jan/2023
ISBN 979-8-3503-1646-9
Pages
Publishing Company/Institution IEEE
Indexing Agency Scopus
Level International publisher
29 Conference Proceedings Comparative Analysis of Different Machine Learning Prediction Models for Seasonal Rainfall and Crop Production in Cultivation 978-981-19-3015-7 Sep 2022

Additional information

Type of Book Conference Proceedings
Type of Work Chapter
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,GOKILA S,VIJAYAN K. ASARI,VIJENDRA SINGH,RAJKUMAR RAJASEKARAN,R.B PATEL
Title of Book Computational Methods and Data Engineering
Title of Book/Chapter/Article/Case Study) Comparative Analysis of Different Machine Learning Prediction Models for Seasonal Rainfall and Crop Production in Cultivation
Month/Year Sep/2022
ISBN 978-981-19-3015-7
Pages 277 - 289
Publishing Company/Institution Springer Nature
Indexing Agency Scopus
Level International publisher
30 Conference Proceedings One-Dimensional Chaotic Function for Financial Applications Using Soft Computing Techniques 978-981-15-4218-3_45 Jun 2020

Additional information

Type of Book Conference Proceedings
Type of Work Article
Sole Authored/Co Authored Co-Authored
Author Name (s) DEEPA S,SPRINGER
Title of Book Advances in Distributed Computing and Machine Learning
Title of Book/Chapter/Article/Case Study) One-Dimensional Chaotic Function for Financial Applications Using Soft Computing Techniques
Month/Year Jun/2020
ISBN 978-981-15-4218-3_45
Pages 463 - 468
Publishing Company/Institution SPRINGER
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 ICETI4T 2025 Comparative Analysis of Machine Learning Models and Interpolation Techniques for Seasonal Rainfall prediction in Tamilnadu 06/06/2025 SIES Graduate School of Technology, Navu Mumbai International
2 Conference Presenter ICETI4T 2025 Comparative Analysis of Machine Learning Models and Interpolation Techniques for Seasonal Rainfall prediction in Tamilnadu 06/06/2025 SIES Graduate School of Technology, Navu Mumbai International
3 Conference Presenter CVR 2025 Attention-Powered Deep Learning for Employee Analytics: A Multi-Model Approach 25/04/2025 National Institute of Technology Goa International
4 Conference Presenter ICACTEA AI-Powered Brain Tumour Imaging: Precision and Innovation 04/04/2025 ADITIYA UNIVERSITY International
5 Conference Presenter ERCICAM 2025 " Scaling Image Classification by Reducing Label Dependency and Applying Self-Supervised Learning Techniques " 07/03/2025 NITTE MEENAKSHI INSTUTE OF TECHNOLOGY International
6 Seminar Participant The Cyber path to viksit Bharat 2047:Building a Safe Digital Future 17/02/2025 Christ University International
7 Conference Presenter Research Enclave2025 Enhancing Fraud Detection and Risk assessment in Financial services using Knowledge Graph 24/01/2025 Siddhartha Academy of Higher Education International
8 Conference Presenter ICICNIS2024 Smart Forest Guardians: Advances in Fire Detection Using Machine Learning 17/12/2024 T.Johns Institute of Technology International
9 Conference Presenter ICUIS2024 Comprehensive Large Language Model for bathymetry Data 12/12/2024 Shri Venkateshwara Hi Tech Engineering College International
10 Conference Presenter International conference on ICIICS2024 Enhanced Hill Cipher Algorithm with Novel Encoding and Key Generation 22/11/2024 Sharnbasva University International
11 Conference Organizer IDSCS-24 07/11/2024 Christ University International
12 Conference Presenter International conference on SSITCON2024 Comparative study on GAN and VAEs in credit card fraud detection 18/10/2024 SSIT International
13 Conference Presenter IEEE NMITCON2024 Specialized CNN architectureS for enhanced Image classification performance 09/08/2024 NITTE MEENAKSHI INSTITUTE OF TECHNOLOGY International
14 Conference Presenter ICDSNS - 2024 Analyzing the Influence of Activation Functions in CNN Models for Effective Malware Classification 26/07/2024 Kalpataru Institute of Technology, Tiptur International
15 Conference Presenter IEEE-ICDSNS2024 Analysing the influence of activation Functions in CNN Models for effective malware classification 26/07/2024 Kalpataru Intitute of Technology International
16 Conference Moderator/Chair International Conference on current trends in Advanced computing 08/05/2024 Kristu Jayanti College International
17 Conference Presenter 2024 Fifth International Symposium on Signal and Image Processing Comparative Analysis of classification models using feature sets 25/03/2024 Rochester Institute of Technology International
18 Seminar Presenter National seminar on role of technology and media for a smart and sustainable future Study Of Medical Image Processing Using Deeplearning Methods 15/03/2024 presidency college National
19 Conference Moderator/Chair SAMSHODANAM 2023 25/11/2023 RNSIT National
20 Conference Presenter International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE-2023) Performance Analysis of Pretrained Deep learning Image classification model 02/11/2023 Rao Bahadur Y. Mahabaleswarappa Engineering College International
21 Conference Presenter AIKIIE 2023 Deep Learning for Arrhythmia Classification: A Comparative Study on Different Deep Learning Models 02/11/2023 Rao Bahadur Y. Mahabaleswarappa Engineering College International
22 Conference Presenter AIKIIE 2023 Election Forecasting with machine learning and Sentiment analysis: Karnataka 02/11/2023 Rao Bahadur Y. Mahabaleswarappa Engineering College International
23 Conference Presenter NMITCON 2023 Performance Analysis of YOLOv7 and YOLOv8 for Drone Image Detection 01/09/2023 NITTE International
24 Conference Co-presenter First IEEE International Conference on Data Science and Network Security(ICDSNS-2023) 28/07/2023 Kalpataru Institute of Technology, Tiptur International
25 Conference Co-presenter First IEEE International Conference on Data Science and Network Security(ICDSNS-2023) 28/07/2023 Kalpataru Institute of Technology, Tiptur International
26 Conference Co-presenter International Conference on Computing, Communication and Networking Technologies(ICCCNT 06/07/2023 IIT-Delhi International
27 Conference Presenter Innovations in Commerce, Management, Technology and information Science Study on Quantum Computing convolutional Neural Networks 26/05/2023 Bishop Cotton Academy Of Professional Management National
28 Conference Participant International Conference on Current Trends in Advanced Computing (ICCTAC 2023) 19/04/2023 Kristu Jayanti college International
29 Seminar Participant National Intellectual Property Awareness Mission 12/04/2023 Ministry of Education-Government of India National
30 Conference Presenter Ieee Sponsored International Conference On Science,Technology,Engineering And Mathematics TAMIL- NLP: Roles and Impact of Machine Learning and Deep Learning with Natural Language Processing for Tamil 06/04/2023 Jeppiar Engineering College International
31 Seminar Participant Women Power: Breaking Ground 06/03/2023 MQI-College Of Management National
32 Seminar Participant consequences of cloned journal Publications 04/02/2023 St Francis De Sales College International
33 Conference Presenter Intelligent and Innovative Technologies in Computing, Electrical and Electronics Performance analysis of various machine learning classification models using Twitter data: National Education Policy 27/01/2023 BNM INSTITUTE OF TECHNOLOGY International
34 Conference Presenter International Conference on circuits, control and communication Transforming towards 6G: Critical Review of Key Performance Indicators 21/12/2022 Msramaiah Institute of Technology International
35 Conference Presenter 4th International Conference On Circuits, Control, Communication And Computing (I4c-2022) Transforming towards 6G: Critical Review of Key Performance Indicators 21/12/2022 Ramaiah Institute of Technology, Bangalore International
36 Seminar Participant Scheduling tasks in energy harvesting IoT 18/11/2022 IEEE Information Theory Society (ITS) Bangalore Chapter International
37 Seminar Participant Unchaining Coding-Universal Decoding 19/10/2022 IEEE Information Theory Society (ITS) Bangalore Chapter International
38 Conference Moderator/Chair IEEE Mysurucon 2022 16/10/2022 NITTE Meenakshi Institute Of Technology International
39 Seminar Participant Resource allocation algorithms for user-centric cell-free massive MIMO 10/10/2022 IEEE Information Theory Society (ITS) Bangalore Chapter International
40 Conference Presenter International conference on Computational Intelligence and communication Dynamic Shortest Path Finding And Evaluation Of Various Path-Finding< Dynamic Shortest Path Finding And Evaluation Of Various Path-Finding Algorithms 16/09/2022 Presidency college International
41 Conference Presenter National conference recent trends and advances in the field of information technology Intelligence Based Cash Prediction Model using Chaotic Optimization Method 10/12/2021 Karpagam Academy of Higher Education(deemed to be university) National
42 Conference Presenter international conference on computational intelligence and communication Covid19 Vaccine implementation stages, exploratory Data Analysis and daily vaccination prediction using Machine learning algorithms 03/06/2021 presidency college International
43 Conference Presenter international journal on Computational intelligence and communication Ricinus communis: Alternative uses in Natural Farming 03/06/2021 presidency college International
44 Conference Presenter 1st International conference on recent trends in communication and electronics engineering Impact of a Parameter Selection Using eARIMA and Ensemble by SKMC in Time Series Data Analysis 11/06/2020 Reva University International
45 Conference Presenter Recent technologies in computer science and applications Efficiency of various Classification Models for Machine Learning 28/02/2020 Kaamadhenu arts and science college National
46 Conference Presenter Advances in Distributed Computing and Machine Learning: Proceedings of ICADCML 2020 One-Dimensional Chaotic Function for Financial Applications Using Soft Computing Techniques 30/01/2020 Vellore Institute of Technology International
47 Conference Presenter The Emergence of Startup Eco System in India Machine Learning for Automation in Banking Application 30/04/2019 INDO ASIAN ACADEMY GROUP OF INSTITUTIONS National
48 Conference Presenter The Emergence of Startup Eco System in India Bigdata Analytics using Research Literature 30/04/2019 INDO ASIAN ACADEMY GROUP OF INSTITUTIONS National
49 Conference Presenter International Conference on Contemnporary Issues and Challenges in Technology, Commerce and Management Performance evaluation of AODV,DSR,DSDV with different Node density 30/03/2019 Seshadripuram Academy of Business Studies International
50 Conference Presenter International conference on Trends and innovation implying technology Review of routing protocols for mobile adhoc networks using NS2 18/02/2017 St.claret college and CSI International
51 Conference Presenter Emerging Trends in Computing and Communication A study on the routing protocols of Mobile Adhoc Network with different node density 17/02/2017 karpagam University National
52 Conference Presenter Emerging Trends in Computing and Communication A study of constraints during implementation at root levels in WSN 17/02/2017 Karpagam University National
53 Conference Presenter A National conference on Competency Building strategies in business and technology for sustainable Development Performance Analysis of different evolutionary techniques 11/02/2017 S.E.A college of science, commerce and arts National
54 Conference Presenter A National conference on Competency Building strategies in business and technology for sustainable Development Impact of Node Density on MANET routing protocols 11/02/2017 S.E.A college of science, commerce and arts National
55 Conference Presenter National level conference on RCCIT Analysis and comparison of wireless routing protocols 20/03/2009 Sona college of Technology National
Sl.No. Title of the Program Name of the Program Date Name of the Institution
1 Basics of Research Methodology INAUGURATION OF IT xcels Association Activities 2K24 02/09/2024 Kongu Arts And Science College
2 Regression Model For Predictive Analysis National Webinar on RECENT TRENDS IN COMPUTING TECHNOLOGY 18/08/2022 PSG College of Arts and Science
Sl.No. Title Genre Producer Copyrights
Sl.No. Title Guide Name Institution Month Year
Sl.No. Title Name of Student Institution Month Year
1 An Enhanced Approach For Medical Image Compression Using Modified Discrete Wavelet Transformation And Enhanced Set Partitioning In Hierarchical Trees With Huffman Encoding Ms. P. Jeyanthi, Rathinam College Of Arts And Science
2 Design And Implementation Of A Novel Model To Identify Bully Text Using Enhanced Machine Learning Algorithms For Bilingual Tamil And English Language INDUMATHI V Bharathiyar University
3 Certain Investigations On Efficient And Secure Collaborative Architecture For Intrusion Detection In Vehicular Networks RAJKUMAR C Christ University
4 ADVANCING SKIN CANCER DIAGNOSIS USING ENSEMBLE MODELS RAMAKRISHNA C N Christ University August 2024
5 Strategic Approaches In Fake News Stance Detection: Leveraging Data Mining Techniques For Enhanced Classification And Feature Extraction Vaideghy. A Christ University
Sl.No. Title of Invention Inventor(s) Filing Date
1 AI Computer based Device for Business Risk Assessment DEEPA S,ROOPA M B,THIYAGARAJAN,MEENA SUGUANTHI,VAIDEGHY 09-Oct-2024

Additional information

Title of Invention AI Computer based Device for Business Risk Assessment
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) DEEPA S,ROOPA M B,THIYAGARAJAN,MEENA SUGUANTHI,VAIDEGHY
Type of Specification Complete
Type of Patent
Granted/Awarded Date 16-Oct-2024
Publication/Application Date 17-Oct-2024
Application/Filing Date 09-Oct-2024
IPC Number
Publication Number 6396594
Patent Number 6396594
Field of Invention RECORDING, TELECOMMUNICATION OR DATA PROCESSING EQUIPMENT
2 AI BASED GLUCOSE MEASURING DEVICE BALAKRISHNAN C ,VINAY M,JAYAPRIYA J,DEEPA S 14-Mar-2023

Additional information

Title of Invention AI BASED GLUCOSE MEASURING DEVICE
Applicant/Co-Applicant
Applicant (s)
Inventor /Co-Inventor
Inventor (s) BALAKRISHNAN C ,VINAY M,JAYAPRIYA J,DEEPA S
Type of Specification Complete
Type of Patent
Granted/Awarded Date 06-Nov-2023
Publication/Application Date 10-Nov-2023
Application/Filing Date 14-Mar-2023
IPC Number
Publication Number 381448-001
Patent Number 147900
Field of Invention Computer Science - Healthcare - Design Registration
Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
1 "Olfactory perception to predict plant recognition: A neurocognitive approach using graph theory and machine learning techniques" SHWETHA SHIVAYOGI DURGAD, THRIVENI K,DEEPA S,MADHU SHRAVAN KUMAR VANAGONDI Internal
2 Bangalore Climate Shift - Predicting the Future with AI DEEPA S, VINAY M,JAYAPRIYA J Internal
3 A Empirical Study on Learning and Knowledge gain evaluation prediction for Physically impaired Learners using Generative AI Refiner System VINAY M, DEEPA S,KOKILAVANI T,JAYAPRIYA J Internal
4 Empowering Educational Interventions by Early Prediction of Dyslexia in Children using Machine Learning LOVELINE ZEEMA J, LAXMI BASAPPA DHARMANNAVAR,DEEPA S,ABILASH K 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 Artificial Intelligence, Machine Learning & Deep Learning CHRIST UNIVERSITY Institutional Participant 22/01/2025
2 AI Tools for Research Development HKBK Degree college Participant 15/11/2024
3 AI Tools for Research Development HKBK COLLEGE Participant 15/11/2024
4 Automate Cybersecurity Tasks with Python Google International Participant 01/11/2024
5 Put It to Work: Prepare for Cybersecurity Jobs Google Participant 01/11/2024
6 Sound the Alarm: Detection and Response Google International Participant 29/10/2024
7 Machine Learning for Kyphosis Disease Classification Coursera Project Network International Participant 28/10/2024
8 Tools of the Trade: Linux and SQL Coursera International Participant 28/10/2024
9 Assets, Threats, and Vulnerabilities Google International Participant 25/10/2024
10 Connect and Protect: Networks and Network Security Coursera International Participant 15/10/2024
11 Google Cybersecurity professional Coursera International Participant 01/10/2024
12 AI Capstone Project with Deep Learning IBM Participant 16/09/2024
13 Exploratory Data Analysis for Machine Learning IBM Participant 01/09/2024
14 Deep Neural Networks with PyTorch Coursera IBM Participant 26/08/2024
15 Introduction to Deep Learning & Neural Networks with Keras Coursera IBM International Participant 26/08/2024
16 Structuring Machine Learning Projects Coursera International Participant 25/08/2024
17 Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization Coursera International Participant 23/08/2024
18 AI-Powered Chest Disease Detection and Classification Coursera International Participant 03/08/2024
19 Convolutional Neural Networks Coursera International Participant 01/08/2024
20 AI for Medical Diagnosis Coursera International Participant 26/07/2024
21 NLP: Twitter Sentiment Analysis Coursera International Participant 18/07/2024
22 Image Classification with CNNs using Keras Coursera International Participant 18/07/2024
23 Deep Learning and neural networks Coursera International Participant 01/07/2024
24 Deep Learning SIMPLY LEARN Participant 24/06/2024
25 INTRODUCTION TO AI SIMPLY LEARN Participant 16/06/2024
26 Deep Learning specialization Coursera International Participant 10/06/2024
27 SPARK-FDP SURANA COLLEGE AND KSTA National Participant 18/03/2024
28 Scaffolding Adult Learning Through Learner-Centered Approach CHRIST UNIVERSITY Institutional Participant 05/03/2024
29 National Faculty Development Program on Deep Learning and Artificial Intelligence Andhra Pradesh State Skill Development Corporation in Collaboration with ExcelR. National Participant 26/02/2024
30 National Faculty Development Program ExcelR National Participant 08/01/2024
31 online Facult Development Programme Embracing Innovation in Higher Education Strategies for pedagogical Enhancement st.aloysious College National Participant 02/12/2023
32 Deep Learning Case Studies CHRIST UNIVERSITY National Participant 25/10/2023
33 IP Awareness/Training program Intellectual Property Office, India National Participant 26/07/2023
34 FDP-DEEP LEARNING FOR NLP AND COMPUTER VISION CHAITANYA BHARATHI INSTITUTE OF TECHNOLOGY International Participant 10/07/2023
35 International Faculty Development Program on Data Analyst Andhra Pradesh State Skill Development Corporation (APSSDC) in Collaboration with ExcelR. International Participant 19/06/2023
36 4 week virtual internship program on Generative AI open Weaver National Participant 05/06/2023
37 Applications of data science and machine learning in research processn Nagarjuna College National Participant 13/03/2023
38 Faculty Orientation Program CHRIST UNIVERSITY Participant 13/03/2023
39 STAY ONLINE CAMPAIGN-CYBER HYGIENE GOVT. OF INDIA National Participant 16/01/2023
40 FDP-End-to-End Data Science Product Development NITW AND SIR CR REDDY COLLEGE OF ENGNEERING National Participant 05/12/2022
41 Curriculum Design and Revision with specific focus on OBE CHRIST UNIVERSITY Institutional Participant 05/12/2022
42 Induction Program CHRIST UNIVERSITY Participant 01/12/2022
43 Complete Introduction to Power BI UDEMY National Participant 10/11/2022
44 National Research Workshop on "Preparing a review paper: The use of innovative tables, flowcharts and graphs? ADONIC INFORMATICS National Participant 06/11/2022
45 FDP-Applied Deep Learning and Computer vision with python EDUXLABS,MECHANICA IIT MADRAS National Participant 19/09/2022
46 HOW TO WRITE AUTHORED/EDITED BOOK PROPOSALS ADONIC INFORMATICS National Participant 18/09/2022
47 NATIONAL LEVE WEBINAR ON RECENT TRENDS IN COMPUTING TECHNOLOGY? PSG COLLEGE OF ARTS AND SCIENCE National Invited Resource Person/Trainer 16/08/2022
48 FDP EDUXLABS,MECHANICA IIT MADRAS International Participant 09/05/2022
49 INTRODUCTION TO R SOFTWARE NPTEL National Presenter 01/08/2018
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
1 Reviewer IEEE conference Reviewer Sri Siddhartha Institute of Technology 02 December 2022
2 Reviewer IEEE CONFERENCE IEEE MYSURUCON 17 October 2022
3 BOS Member Board of Studies Member for PG & Research Department of Computer Science CAUVERY COLLEGE 03 September 2022
4 IEEE MEMBERSHIP IEEE Advancing Technology for humanity 24 April 2023
5 IAENG MEMBERSHIP IAENG-International Association of Engineers 02 May 2023
6 Chair Person Kristhu Jayanthi College 27 April 2023
7 IEEE Computer Science Society Member IEEE Advancing Technology for humanity 02 May 2023
8 Reviewer IEEE International Conference On Distributed Computing And Electrical Circuits And Electronics Ballari Institute Of Management And Technoloy And Ieee Bangalore Section 29 April 2023
9 Best Paper Award ieee conference Best paper Nitte Meenakshi Institute of Technology 02 September 2023
10 Best Paper Award paper title: Comparative Analysis of Classification Models Using Various Feature Sets during the ?2024 Fifth International Symposium on Signal and Image Processing? organised by Rochester Institute of Technology Kosovo (A.U.K), Kosovo ,held on 25-26 March 2024. Rochester Institute of Technology Kosovo (A.U.K), Kosovo 26 March 2024
11 Reviewer Reviewer For Icat International Conference National University of science and technology, sultanate of oman 03 March 2024
12 Reviewer ICCTAC2024 conference KRISTU JAYANTI COLLEGE 09 May 2024
13 Best Paper Award Nitte Meenakshi Institute of Technology 09 August 2024
14 Session Chair St.Josephs University 10 March 2025
Sl.No. Faculties Theme of Consultancy Type
Sl.No. Applicants Title Date Published

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