Faculty

Profile

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
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 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
2 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
3 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
4 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
5 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
6 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
7 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
8 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
9 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
10 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
11 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
12 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 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
2 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
3 Conference Presenter AIKIIE 2023 Election Forecasting with machine learning and Sentiment analysis: Karnataka 02/11/2023 Rao Bahadur Y. Mahabaleswarappa Engineering College International
4 Conference Presenter NMITCON 2023 Performance Analysis of YOLOv7 and YOLOv8 for Drone Image Detection 01/09/2023 NITTE International
5 Conference Co-presenter First IEEE International Conference on Data Science and Network Security(ICDSNS-2023) 28/07/2023 Kalpataru Institute of Technology, Tiptur 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 International Conference on Computing, Communication and Networking Technologies(ICCCNT 06/07/2023 IIT-Delhi International
8 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
9 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
10 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
11 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
12 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
13 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
14 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
15 Conference Presenter international journal on Computational intelligence and communication Ricinus communis: Alternative uses in Natural Farming 03/06/2021 presidency college International
16 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
17 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
18 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
19 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
20 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
21 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
22 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
23 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
24 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
25 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
26 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
27 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
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
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

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