Dr DEEPA S
MSc, MPhil, PhD
ASSOCIATE PROFESSOR
MSc, MPhil, PhD
ASSOCIATE PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | Exploratory Architectures Analysis of Various Pre-trained Image Classification Models for Deep Learning | Journal of Advances in Information Technology / 15 / 1 / 66 - 78 | 1798-2340 | 18-Jan-2024 |
| 2 | Enhancing Image Classification Performance through Hybrid Self-Supervised Learning Strategies | International Journal of Electronics and Communication Engineering / 12 / 10 / 90 - 101 | 2348-8549 | 30-Jul-2025 |
| 3 | A Comparative Analysis of L1, L2, and L1L2 Regularisation Techniques in Neural Networks for Image Classification | International Journal of Engineering Trends and Technology (IJETT) / 73 / 10 / 107 - 116 | 2349-0918 | 01-Dec-2025 |
| 4 | Enhancing image compression through a novel Structural Fidelity Weighted Ensemble (SFWE) model | MethodsX / 15 / / - | 2215-0161 | 01-Dec-2025 |
| 5 | FEDGE: FEDerated learning at the EDGE on space platforms using deep neural network architectures | International Journal of Information Technology / / / - | 2511-2112 | 19-Dec-2025 |
| 6 | Statistical Learning in Pharmacovigilance: A Data-Driven Approach to AI-Enhanced Drug Safety Monitoring | Lecture Notes in Networks and Systems / / / - | 2367-3389 | 06-Jan-2026 |
| 7 | Dreamscapes and Virtual Realms: Exploring VR’s Impact on Dream Patterns | Smart Innovation, Systems and Technologies / / / - | 2190-3018 | 22-Mar-2026 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Computational Methods and Data Engineering | DEEPA S,GOKILA S, R.B PATEL, RAJKUMAR RAJASEKARAN, VIJAYAN K. ASARI, VIJENDRA SINGH | 978-981-19-3015-7 | / |
| 2 | 8th IEEE International Conference on Science, Technology, Engineering and Mathematics | DEEPA S,IEEE | 979-8-3503-4779-1 | / |
| 3 | International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE) | DEEPA S,BALAKRISHNAN C , SIVA BALAN R V ,DR P.A VIJAYA,DR JYOTI R MUNAVALLI,DR. BINDU, DR Y | 978-1-6654-9260-7 | / |
| 4 | Materials Today proceedings | DEEPA S,DR. A.V BALAN, DR. SANKAR SEKAR | 2214-7853 | / |
| 5 | Circuits, Control, Communication and Computing | BALAKRISHNAN C ,DEEPA S, SIVA BALAN R V ,DR. PRADIPKUMAR DIXIT | 979-8-3503-9747-5 | / |
| 6 | International Conference on Data Science and Network Security (ICDSNS) | DEEPA S,JAYAPRIYA J, VINAY M,IEEE | 979-8-3503-0159-5 | / |
| 7 | International Conference on Data Science and Network Security (ICDSNS) | DEEPA S,JAYAPRIYA J, VINAY M,IEEE | 979-8-3503-0159-5 | / |
| 8 | Network, Multimedia and Information Technology (NMITCON) International Conference | DEEPA S,JAYAPRIYA J, VINAY M,IEEE | 979-8-3503-0082-6 | / |
| 9 | Advances in Distributed Computing and Machine Learning | DEEPA S,SPRINGER | 978-981-15-4218-3_45 | / |
| 10 | 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT) | JAYAPRIYA J,DEEPA S, VINAY M,INDIAN INSTITUTE OF TECHNOLOGY - DELHI | 979-8-3503-3509-5 | / |
| 11 | 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT) | DEEPA S,INDIAN INSTITUTE OF TECHNOLOGY - DELHI | 979-8-3503-3509-5 | / |
| 12 | 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE) | JAYAPRIYA J,DEEPA S, VINAY M,IEEE | 979-8-3503-1646-9 | / |
| 13 | 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE) | JAYAPRIYA J,DEEPA S, VINAY M,IEEE | 979-8-3503-1646-9 | / |
| 14 | 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE) | DEEPA S,IEEE | 979-8-3503-1646-9 | / |
| 15 | Wearable Devices, Surveillance Systems, and AI for Women's Wellbeing | JAYAPRIYA J,DEEPA S, VINAY M,SIVARAM PONNUSAMY, VIBHA BORA, PREMA M. DAIGAVANE | 9798369334065 | / |
| 16 | 2nd IEEE International Conference on Data Science and Network Security, | JAYAPRIYA J,DEEPA S, MAHALAKSHMI J, VINAY M,IEEE | 979-8-3503-7311-0 | / |
| 17 | 2nd IEEE International Conference on Networks, Multimedia and Information Technology, | JAYAPRIYA J,DEEPA S, KALPANA P, LOVELINE ZEEMA J, SUGANTHI J, VINAY M,IEEE | 979-8-3503-7289-2 | / |
| 18 | 2024 First International Conference on Software, Systems and Information Technology (SSITCON) | JAYAPRIYA J,DEEPA S, VINAY M,IEEE | 979-8-3503-5293-1 | / |
| 19 | 2024 International Conference on Integrated Intelligence and Communication Systems | KALPANA P,DEEPA S, MANIMEKALA B, PRIYA STELLA MARY I, TEENA JOSE,IEEE, SUMATHI P | 979-8-3315-0496-0 | / |
| 20 | Machine Learning for Radio Resource Management and Optimization in 5G and Beyond | DEEPA S,MAIYAM QUAISSA, RUDRAKSH GOHIL | 9781003514336 | / |
| 21 | Control Networks and Intelligent Systems(ICICNIS 2024) | DEEPA S,JAYAPRIYA J, VINAY M | 979-833151809-7 | / |
| 22 | Quantum Computing and Artificial Intelligence: The Industry Use Cases | KIRUBANAND V B,DEEPA S, KALPANA P, LOVELINE ZEEMA J, TEENA JOSE,PETHURU RAJ, B. SUNDARAVADIVAZHAGAN, MARIYA OUAISS | 0 | / |
| 23 | Quantum Computing and Artificial Intelligence: The Industry Use Cases | DEEPA S,JAYAPRIYA J, LOVELINE ZEEMA J, VINAY M,PETHURU RAJ, B. SUNDARAVADIVAZHAGAN, MARIYA OUAISS | 978-1-394-24236-8 | / |
| 24 | Smart Innovation, Systems and Technologies | DEEPA S,BANSAL J.C., SHARMA H., CHAKRAVORTY A | 978-981975080-1 | / |
| 25 | Proceedings of the 4th International Conference on Ubiquitous Computing and Intelligent Information Systems | JAYAPRIYA J,DEEPA S, VINAY M,IEEE, MARINA T.S., TESSA S MAMPILLY | 979-833152963-5 | / |
| 26 | Quantum Computing and Artificial Intelligence: The Industry Use Cases | JAYAPRIYA J,DEEPA S, LOVELINE ZEEMA J, VINAY M,SUNDARAVADIVAZHAGAN B., WILEY | 978-1-394-24236-8 | / |
| 27 | Revolutionizing Education With Remote Experimentation and Learning Analytics | JAYAPRIYA J,DEEPA S, VINAY M,ALSHEFIN SHEMEEN, IGI-GLOBAL, SANGEETHA P.V. | 979-8369938595-1 | / |
| 28 | 3 rd International Conference on Intelligent Systems, Advanced Computing, and Communication | JAYAPRIYA J,DEEPA S, VINAY M,ALEX STANLEY ALENCHERY, IEEE, RAOUL SAMUEL NORONHA | 979-833152389-3 | / |
| 29 | Leveraging VANETs and Blockchain Technology for Urban Mobility | NEETHA S S,DEEPA S,SIVARAM PONNUSAMY | 9798337302652 | / |
| 30 | Edge AI for Industry . and Healthcare . Applications | JAYAPRIYA J,DEEPA S, VINAY M,CRC PRESS, SUNDARAVADIVAZHAGAN B. | 978-104031209-4 | / |
| 31 | Edge AI for Industry 5.0 and Healthcare 5.0 Applications | DEEPA S,JAYAPRIYA J, VINAY M,PETHURU RAJ, B. SUNDARAVADIVAZHAGAN, MARIYA OUAISS | 9781003442066 | / |
| 32 | Leveraging VANETs and Blockchain Technology for Urban Mobility | DEEPA S,NEETHA S S,SIVARAM PONNUSAMY | 979-833730267-6 | / |
| 33 | Lecture Notes in Electrical Engineering | JAYAPRIYA J,DEEPA S, VINAY M,AKASH NAGARAJ, SAMANTA D. | 978-981979514-7 | / |
| 34 | Lecture Notes in Networks and Systems | JAYAPRIYA J,DEEPA S, VINAY M,KAISER M.S., XIE J., RATHORE V.S., PREKSHA SHAH, SAAIL TAYSHETE DEVDATTA | 978-981964150-5 | / |
| 35 | Proceedings of 2025 International Conference on Emerging Trends in Industry 4.0 Technologies | DEEPA S,RYAN POWELL L, SUGANTHI J,EVANGILIN K, IEEE, RASHMI SIDDALINGAPPA | 979-8-3315-0697-1 | / |
| 36 | Interpretable and Trustworthy AI: Techniques and Frameworks | DEEPA B G,DEEPA S, KAVITHA S,B. SUNDARAVADIVAZHAGAN, KOUSALYA GOVARDHANAN, M. NALINI, PETHURU RAJ, SHUBHAM MAHAJAN, VIJAYALAKSHMI A LEPAKSHI | 978-100358778-1, 978-103296063-0 | / |
| 37 | 3rd International Conference on Recent Advances in Information Technology for Sustainable Development, ICRAIS 2025 | KALPANA P,DEEPA S, LOVELINE ZEEMA J, RAJU RAMAKRISHNA GONDKAR, TEENA JOSE,SUMATHI P | 979-833150143-3 | / |
Participation in Seminars/Conferences/Symposium
| Sl.No. | Name of the Conference /Seminar /Symposium | Type of Program | Title of the Article | Role | Venue/Place | Date |
| 1 | IEEE Mysurucon 2022 | CONFERENCES | MODERATOR) | NITTE Meenakshi Institute Of TechnologyBANGALORE | 16/10/2022 | |
| 2 | International Conference on circuits, control and communication | CONFERENCES | Transforming towards 6G: Critical Review of Key Performance Indicators | PRESENTER) | Msramaiah Institute of TechnologyBangalore | 21/12/2022 |
| 3 | International conference on Computational Intelligence and communication | CONFERENCES | Dynamic Shortest Path Finding And Evaluation Of Various Path-Finding< Dynamic Shortest Path Finding And Evaluation Of Various Path-Finding Algorithms | PRESENTER) | Presidency collegeBangalore | 16/09/2022 |
| 4 | Resource allocation algorithms for user-centric cell-free massive MIMO | SEMINARS | PARTICIPANT) | IEEE Information Theory Society (ITS) Bangalore ChapterBangalore | 10/10/2022 | |
| 5 | Unchaining Coding-Universal Decoding | SEMINARS | PARTICIPANT) | IEEE Information Theory Society (ITS) Bangalore ChapterBangalore | 19/10/2022 | |
| 6 | Scheduling tasks in energy harvesting IoT | SEMINARS | PARTICIPANT) | IEEE Information Theory Society (ITS) Bangalore ChapterBangalore | 18/11/2022 | |
| 7 | consequences of cloned journal Publications | SEMINARS | PARTICIPANT) | St Francis De Sales CollegeBangalore | 04/02/2023 | |
| 8 | Women Power: Breaking Ground | SEMINARS | PARTICIPANT) | MQI-College Of ManagementBangalore | 06/03/2023 | |
| 9 | Intelligent and Innovative Technologies in Computing, Electrical and Electronics | CONFERENCES | Performance analysis of various machine learning classification models using Twitter data: National Education Policy | PRESENTER) | BNM INSTITUTE OF TECHNOLOGYBangalore | 27/01/2023 |
| 10 | Ieee Sponsored International Conference On Science,Technology,Engineering And Mathematics | CONFERENCES | TAMIL- NLP: Roles and Impact of Machine Learning and Deep Learning with Natural Language Processing for Tamil | PRESENTER) | Jeppiar Engineering CollegeCHENNAI | 06/04/2023 |
| 11 | International Conference on Current Trends in Advanced Computing (ICCTAC 2023) | CONFERENCES | PARTICIPANT) | Kristu Jayanti collegeBangalore | 19/04/2023 | |
| 12 | National Intellectual Property Awareness Mission | SEMINARS | PARTICIPANT) | Ministry of Education-Government of IndiaBangalore | 12/04/2023 | |
| 13 | Innovations in Commerce, Management, Technology and information Science | CONFERENCES | Study on Quantum Computing convolutional Neural Networks | PRESENTER) | Bishop Cotton Academy Of Professional ManagementBangalore | 26/05/2023 |
| 14 | International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE-2023) | CONFERENCES | Performance Analysis of Pretrained Deep learning Image classification model | PRESENTER) | Rao Bahadur Y. Mahabaleswarappa Engineering CollegeBallari | 02/11/2023 |
| 15 | AIKIIE 2023 | CONFERENCES | Deep Learning for Arrhythmia Classification: A Comparative Study on Different Deep Learning Models | PRESENTER) | Rao Bahadur Y. Mahabaleswarappa Engineering CollegeBellari | 02/11/2023 |
| 16 | AIKIIE 2023 | CONFERENCES | Election Forecasting with machine learning and Sentiment analysis: Karnataka | PRESENTER) | Rao Bahadur Y. Mahabaleswarappa Engineering CollegeBALLARI | 02/11/2023 |
| 17 | NMITCON 2023 | CONFERENCES | Performance Analysis of YOLOv7 and YOLOv8 for Drone Image Detection | PRESENTER) | NITTEBANGALORE | 01/09/2023 |
| 18 | SAMSHODANAM 2023 | CONFERENCES | MODERATOR) | RNSITBANGALORE | 25/11/2023 | |
| 19 | National conference recent trends and advances in the field of information technology | CONFERENCES | Intelligence Based Cash Prediction Model using Chaotic Optimization Method | PRESENTER) | Karpagam Academy of Higher Education(deemed to be university)Bangalore | 10/12/2021 |
| 20 | international conference on computational intelligence and communication | CONFERENCES | Covid19 Vaccine implementation stages, exploratory Data Analysis and daily vaccination prediction using Machine learning algorithms | PRESENTER) | presidency collegeBangalore | 03/06/2021 |
| 21 | 1st International conference on recent trends in communication and electronics engineering | CONFERENCES | Impact of a Parameter Selection Using eARIMA and Ensemble by SKMC in Time Series Data Analysis | PRESENTER) | Reva UniversityBangalore | 11/06/2020 |
| 22 | Advances in Distributed Computing and Machine Learning: Proceedings of ICADCML 2020 | CONFERENCES | One-Dimensional Chaotic Function for Financial Applications Using Soft Computing Techniques | PRESENTER) | Vellore Institute of TechnologyVellore | 30/01/2020 |
| 23 | international journal on Computational intelligence and communication | CONFERENCES | Ricinus communis: Alternative uses in Natural Farming | PRESENTER) | presidency collegeBangalore | 03/06/2021 |
| 24 | Recent technologies in computer science and applications | CONFERENCES | Efficiency of various Classification Models for Machine Learning | PRESENTER) | Kaamadhenu arts and science collegesathyamangalam | 28/02/2020 |
| 25 | A National conference on Competency Building strategies in business and technology for sustainable Development | CONFERENCES | Performance Analysis of different evolutionary techniques | PRESENTER) | S.E.A college of science, commerce and artsBangalore | 11/02/2017 |
| 26 | A National conference on Competency Building strategies in business and technology for sustainable Development | CONFERENCES | Impact of Node Density on MANET routing protocols | PRESENTER) | S.E.A college of science, commerce and arts | 11/02/2017 |
| 27 | Emerging Trends in Computing and Communication | CONFERENCES | A study on the routing protocols of Mobile Adhoc Network with different node density | PRESENTER) | karpagam University | 17/02/2017 |
| 28 | Emerging Trends in Computing and Communication | CONFERENCES | A study of constraints during implementation at root levels in WSN | PRESENTER) | Karpagam University | 17/02/2017 |
| 29 | The Emergence of Startup Eco System in India | CONFERENCES | Machine Learning for Automation in Banking Application | PRESENTER) | INDO ASIAN ACADEMY GROUP OF INSTITUTIONSBangalore | 30/04/2019 |
| 30 | The Emergence of Startup Eco System in India | CONFERENCES | Bigdata Analytics using Research Literature | PRESENTER) | INDO ASIAN ACADEMY GROUP OF INSTITUTIONS | 30/04/2019 |
| 31 | International Conference on Contemnporary Issues and Challenges in Technology, Commerce and Management | CONFERENCES | Performance evaluation of AODV,DSR,DSDV with different Node density | PRESENTER) | Seshadripuram Academy of Business StudiesBangalore | 30/03/2019 |
| 32 | International conference on Trends and innovation implying technology | CONFERENCES | Review of routing protocols for mobile adhoc networks using NS2 | PRESENTER) | St.claret college and CSIBangalore | 18/02/2017 |
| 33 | National level conference on RCCIT | CONFERENCES | Analysis and comparison of wireless routing protocols | PRESENTER) | Sona college of TechnologySalem | 20/03/2009 |
| 34 | National seminar on role of technology and media for a smart and sustainable future | SEMINARS | Study Of Medical Image Processing Using Deeplearning Methods | PRESENTER) | presidency collegeBangalore | 15/03/2024 |
| 35 | 2024 Fifth International Symposium on Signal and Image Processing | CONFERENCES | Comparative Analysis of classification models using feature sets | PRESENTER) | Rochester Institute of TechnologyKosovo | 25/03/2024 |
| 36 | International Conference on current trends in Advanced computing | CONFERENCES | MODERATOR) | Kristu Jayanti CollegeBangalore | 08/05/2024 | |
| 37 | IEEE NMITCON2024 | CONFERENCES | Specialized CNN architectureS for enhanced Image classification performance | PRESENTER) | NITTE MEENAKSHI INSTITUTE OF TECHNOLOGYBangalore | 09/08/2024 |
| 38 | IEEE-ICDSNS2024 | CONFERENCES | Analysing the influence of activation Functions in CNN Models for effective malware classification | PRESENTER) | Kalpataru Intitute of TechnologyTIPTUR | 26/07/2024 |
| 39 | International conference on SSITCON2024 | CONFERENCES | Comparative study on GAN and VAEs in credit card fraud detection | PRESENTER) | SSITTUMKUR | 18/10/2024 |
| 40 | International conference on ICIICS2024 | CONFERENCES | Enhanced Hill Cipher Algorithm with Novel Encoding and Key Generation | PRESENTER) | Sharnbasva UniversityKalaburagi | 22/11/2024 |
| 41 | IDSCS-24 | CONFERENCES | ) | Delhi | 07/11/2024 | |
| 42 | ICUIS2024 | CONFERENCES | Comprehensive Large Language Model for bathymetry Data | PRESENTER) | Shri Venkateshwara Hi Tech Engineering CollegeErode | 12/12/2024 |
| 43 | ICICNIS2024 | CONFERENCES | Smart Forest Guardians: Advances in Fire Detection Using Machine Learning | PRESENTER) | T.Johns Institute of TechnologyBANGALORE | 17/12/2024 |
| 44 | Research Enclave2025 | CONFERENCES | Enhancing Fraud Detection and Risk assessment in Financial services using Knowledge Graph | PRESENTER) | Siddhartha Academy of Higher EducationVijayawada | 24/01/2025 |
| 45 | The Cyber path to viksit Bharat 2047:Building a Safe Digital Future | SEMINARS | PARTICIPANT) | 17/02/2025 | ||
| 46 | ERCICAM 2025 | CONFERENCES | " Scaling Image Classification by Reducing Label Dependency and Applying Self-Supervised Learning Techniques " | PRESENTER) | NITTE MEENAKSHI INSTUTE OF TECHNOLOGY | 07/03/2025 |
| 47 | ICETI4T 2025 | CONFERENCES | Comparative Analysis of Machine Learning Models and Interpolation Techniques for Seasonal Rainfall prediction in Tamilnadu | PRESENTER) | SIES Graduate School of Technology, Navu Mumbai | 06/06/2025 |
| 48 | ICACTEA | CONFERENCES | AI-Powered Brain Tumour Imaging: Precision and Innovation | PRESENTER) | ADITIYA UNIVERSITY | 04/04/2025 |
| 49 | CVR 2025 | CONFERENCES | Attention-Powered Deep Learning for Employee Analytics: A Multi-Model Approach | PRESENTER) | National Institute of Technology Goa | 25/04/2025 |
| 50 | Matrix-Based Apriori Methods for Frequent Pattern Mining: An In-Depth Survey | CONFERENCES | Matrix-Based AprioMatrix-Based Apriori Methods for Frequent Pattern Mining: An In-Depth Surveyri Methods for Frequent Pattern Mining: An In-Depth Survey | PRESENTER) | Manipal Institute of TechnologyMainpal | 03/09/2025 |
| 51 | Supercomputing India 2025(SCI 2025) Conference - DEEPA S(3641) - COMPUTER SCIENCE | CONFERENCES | Supercomputing India 2025(SCI 2025) Conference - DEEPA S(3641) - COMPUTER SCIENCE | PARTICIPANT) | Manipal University(MAHE)Bangalore | 09/12/2025 |
| 52 | IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) - DEEPA S(3641) - COMPUTER SCIENCE | CONFERENCES | Adaptive Risk-Aware Ride Assignment (ARARA) Algorithm to Improve Efficiency to Lower Cancellation Rates in Bengaluru | PRESENTER) | CHRIST (Deemed to be University)Bangalore | 18/12/2025 |
| 53 | EEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) | CONFERENCES | Adaptive Risk-Aware Ride Assignment (ARARA) Algorithm to Improve Efficiency to Lower Cancellation Rates in Bengaluru”d | PRESENTER) | CHRIST (Deemed to be University)Bangalore | 18/12/2025 |
| 54 | INTERNATIONAL CONFERENCE -ICCECE 2026 | CONFERENCES | INTERNATIONAL CONFERENCE -ICCECE 2026 | PARTICIPANT) | CHRIST (Deemed to be University)WEST BENGAL | 06/03/2026 |
| 55 | DST ANRF SPONSORED 2026 IEEE CONFERENCE | CONFERENCES | Exploring AI driven Accessibility solutions: A comprehensive Tools on Visually impaired | PRESENTER) | CHRIST (Deemed to be University)Tirupathi | 06/02/2026 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Regression Model For Predictive Analysis | National Webinar on RECENT TRENDS IN COMPUTING TECHNOLOGY | 18/08/2022 | PSG College of Arts and Science |
| 2 | Basics of Research Methodology | INAUGURATION OF IT xcels Association Activities 2K24 | 02/09/2024 | Kongu Arts And Science College |
| 3 | Recent Trends in AI in Healthcare – From Intelligent Models to Intelligent Healthcare Systems | Recent Trends in AI in Healthcare | 27/02/2026 | Marwadi University |
| 4 | Crafting Your First Research Paper: A Hands-On Workshop for MCA Students | workshop | 12/07/2025 | Presidency College |
MPhil/PhD Guided/Adjudicated
| Sl.No. | Title | Name of Student | Institution | Role | Status | 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, | EXAMINER | |||
| 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 | EXAMINER | |||
| 3 | Certain Investigations On Efficient And Secure Collaborative Architecture For Intrusion Detection In Vehicular Networks | RAJKUMAR C | Christ University | EXAMINER | ||
| 4 | ADVANCING SKIN CANCER DIAGNOSIS USING ENSEMBLE MODELS | RAMAKRISHNA C N | Christ University | SUPERVISOR | Ongoing | August 2024 |
| 5 | Strategic Approaches In Fake News Stance Detection: Leveraging Data Mining Techniques For Enhanced Classification And Feature Extraction | Vaideghy. A | Christ University | EXAMINER | ||
| 6 | A Novel Approach For Liver Cancer Identification And Tumor Segmentation Using Improved Feature Mapping And Hybrid Deep Learning Techniques | C. CLEMENT SHERLIN | EXAMINER | |||
| 7 | Securing Data using reverse engineering transmission Insight Intelligent Cyber Security | Syed Arif Islam | EXAMINER | |||
| 8 | AN EFFICIENT RECORD MANAGEMENT FRAMEWORK FOR A HIGHER EDUCATIONAL INSTITUTION TO UPLIFT THE STUDENTS AND MANAGEMENT USING BIG DATA IN CLOUD | K. THILAKAVALLI | BHARATHIDASAN UNIVERSITY | EXAMINER |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | AI BASED GLUCOSE MEASURING DEVICE | BALAKRISHNAN C , DEEPA S, JAYAPRIYA J, VINAY M | 14-Mar-2023 |
| 2 | AI Computer based Device for Business Risk Assessment | DEEPA S, ROOPA M B | 09-Oct-2024 |
| 3 | Smart Data Processing Device for Human Resource Management | DEEPA S, JIGAR RUPANI, ROOPA M B | 20-Aug-2025 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Bangalore Climate Shift - Predicting the Future with AI | DEEPA S | Internal | |
| 2 | Development and Validation of a Mobile App for Risk Assessment of Oral Cancer and to impart education regarding oral cancer prevention, self-examination among the general population | NEETHA S S,DEEPA S,MOHANA PRIYA T,RAJESH KANNA R,SYAM MOHAN E | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Attention Mechanism | Coursera, Google Cloud | International | Participant | 21/10/2025 |
| 2 | Encoder-Decoder Architecture | Coursera, Google Cloud | Participant | 21/10/2025 | |
| 3 | Transformer Models and BERT Model | Coursera, Google Cloud | Participant | 10/09/2025 | |
| 4 | Innovative Teaching with ChatGPT | Coursera, Vanderbilt University | International | Participant | 08/09/2025 |
| 5 | Applied NLP for Educators and Researchers | AICTE,MSME,MEVIN TECHNOLOGIES, | National | Participant | 07/09/2025 |
| 6 | Foundations of agents | Hugging face, Hugging face | Participant | 31/08/2025 | |
| 7 | Mastering the Art of Creating Online Course | CHRIST UNIVERSITY, | Institutional | Participant | 16/06/2025 |
| 8 | Quantum Artificial Intelligence and High Performance computing for Next Generation Industries | SIMATS ENGINEERING ,SAVEETHA INSTITUTE OF MEDICAL AND TECHNICAL SCIENCES, SIMATS ENGINEERING | National | Participant | 21/04/2025 |
| 9 | Artificial Intelligence, Machine Learning & Deep Learning | CHRIST UNIVERSITY, | Institutional | Participant | 22/01/2025 |
| 10 | AI Tools for Research Development | HKBK Degree college, HKBK COLLEGE | Participant | 15/11/2024 | |
| 11 | AI Tools for Research Development | HKBK COLLEGE, HKBK COLLEGE | Participant | 15/11/2024 | |
| 12 | Automate Cybersecurity Tasks with Python | Google, Coursera | International | Participant | 01/11/2024 |
| 13 | Put It to Work: Prepare for Cybersecurity Jobs | Google, Coursera | Participant | 01/11/2024 | |
| 14 | Sound the Alarm: Detection and Response | Google, Coursera | International | Participant | 29/10/2024 |
| 15 | Machine Learning for Kyphosis Disease Classification | Coursera Project Network, Coursera | International | Participant | 28/10/2024 |
| 16 | Tools of the Trade: Linux and SQL | Coursera, Coursera | International | Participant | 28/10/2024 |
| 17 | Assets, Threats, and Vulnerabilities | Google, Coursera | International | Participant | 25/10/2024 |
| 18 | Connect and Protect: Networks and Network Security | Coursera, Coursera | International | Participant | 15/10/2024 |
| 19 | Google Cybersecurity professional | Coursera, Coursera | International | Participant | 01/10/2024 |
| 20 | AI Capstone Project with Deep Learning | IBM, Coursera | Participant | 16/09/2024 | |
| 21 | Exploratory Data Analysis for Machine Learning | IBM, Coursera | Participant | 01/09/2024 | |
| 22 | Deep Neural Networks with PyTorch | Coursera IBM, Coursera | Participant | 26/08/2024 | |
| 23 | Introduction to Deep Learning & Neural Networks with Keras | Coursera IBM, Coursera | International | Participant | 26/08/2024 |
| 24 | Structuring Machine Learning Projects | Coursera, Coursera | International | Participant | 25/08/2024 |
| 25 | Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization | Coursera, Coursera | International | Participant | 23/08/2024 |
| 26 | AI-Powered Chest Disease Detection and Classification | Coursera, | International | Participant | 03/08/2024 |
| 27 | Convolutional Neural Networks | Coursera, | International | Participant | 01/08/2024 |
| 28 | AI for Medical Diagnosis | Coursera, | International | Participant | 26/07/2024 |
| 29 | NLP: Twitter Sentiment Analysis | Coursera, | International | Participant | 18/07/2024 |
| 30 | Image Classification with CNNs using Keras | Coursera, | International | Participant | 18/07/2024 |
| 31 | Deep Learning and neural networks | Coursera, | International | Participant | 01/07/2024 |
| 32 | Deep Learning | SIMPLY LEARN, | Participant | 24/06/2024 | |
| 33 | INTRODUCTION TO AI | SIMPLY LEARN, | Participant | 16/06/2024 | |
| 34 | Deep Learning specialization | Coursera, Coursera | International | Participant | 10/06/2024 |
| 35 | SPARK-FDP | SURANA COLLEGE AND KSTA, | National | Participant | 18/03/2024 |
| 36 | Scaffolding Adult Learning Through Learner-Centered Approach | CHRIST UNIVERSITY, | Institutional | Participant | 05/03/2024 |
| 37 | 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 |
| 38 | National Faculty Development Program | ExcelR, | National | Participant | 08/01/2024 |
| 39 | online Facult Development Programme Embracing Innovation in Higher Education Strategies for pedagogical Enhancement | st.aloysious College, | National | Participant | 02/12/2023 |
| 40 | Deep Learning Case Studies | CHRIST UNIVERSITY , | National | Participant | 25/10/2023 |
| 41 | IP Awareness/Training program | Intellectual Property Office, India, | National | Participant | 26/07/2023 |
| 42 | FDP-DEEP LEARNING FOR NLP AND COMPUTER VISION | CHAITANYA BHARATHI INSTITUTE OF TECHNOLOGY, | International | Participant | 10/07/2023 |
| 43 | International Faculty Development Program on Data Analyst | Andhra Pradesh State Skill Development Corporation (APSSDC) in Collaboration with ExcelR., | International | Participant | 19/06/2023 |
| 44 | 4 week virtual internship program on Generative AI | open Weaver, | National | Participant | 05/06/2023 |
| 45 | Applications of data science and machine learning in research processn | Nagarjuna College, | National | Participant | 13/03/2023 |
| 46 | Faculty Orientation Program | CHRIST UNIVERSITY, | Participant | 13/03/2023 | |
| 47 | STAY ONLINE CAMPAIGN-CYBER HYGIENE | GOVT. OF INDIA, MINSTRY OF ELECTRONICS AND INFORMATION TECHNOLOGY | National | Participant | 16/01/2023 |
| 48 | FDP-End-to-End Data Science Product Development | NITW AND SIR CR REDDY COLLEGE OF ENGNEERING, | National | Participant | 05/12/2022 |
| 49 | Curriculum Design and Revision with specific focus on OBE | CHRIST UNIVERSITY, | Institutional | Participant | 05/12/2022 |
| 50 | Induction Program | CHRIST UNIVERSITY, | Participant | 01/12/2022 | |
| 51 | Complete Introduction to Power BI | UDEMY, | National | Participant | 10/11/2022 |
| 52 | National Research Workshop on "Preparing a review paper: The use of innovative tables, flowcharts and graphs? | ADONIC INFORMATICS, | National | Participant | 06/11/2022 |
| 53 | FDP-Applied Deep Learning and Computer vision with python | EDUXLABS,MECHANICA IIT MADRAS, | National | Participant | 19/09/2022 |
| 54 | HOW TO WRITE AUTHORED/EDITED BOOK PROPOSALS | ADONIC INFORMATICS, | National | Participant | 18/09/2022 |
| 55 | NATIONAL LEVE WEBINAR ON RECENT TRENDS IN COMPUTING TECHNOLOGY? | PSG COLLEGE OF ARTS AND SCIENCE , | National | Invited Resource Person/Trainer | 16/08/2022 |
| 56 | FDP | EDUXLABS,MECHANICA IIT MADRAS, EDUXLABS | International | Participant | 09/05/2022 |
| 57 | INTRODUCTION TO R SOFTWARE | NPTEL, IIT KANPUR | National | Presenter | 01/08/2018 |
Awards/Achievements/Others
| 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 | |
| 15 | BOS Member | SUBJECT EXPERT-BOS | CAUVERY COLLEGE | 26 November 2025 |
| 16 | BOS Member | SUBJECT EXPERT-BOS | KONGU COLLEGE | 14 November 2025 |
| 17 | BOS Member | SUBJECT EXPERT | ST.CLARET COLLEGE | 28 June 2025 |
| 18 | BOS Member | SUBJECT EXPERT | NATIONAL COLLEGE | 07 May 2025 |
Consultancy
| Sl.No. | Faculties | Theme of Consultancy | Type |
| 1 | ROOPA M B,,DEEPA S | Data Visualization Development | PRIVATE_CONSULTANCY |