Faculty

Profile

Dr DEEPA S

MSc, MPhil, PhD

ASSOCIATE PROFESSOR

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

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

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

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

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

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

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

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

Text book

Exploring Quantum Computing in Weather Forecasting: Leveraging Optimization Algorithms for Long-Term Accuracy

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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.

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