| 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
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| 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 Program | Role | Name of Program | Title of Paper | Date | Organising Institution | Level |
| 1 | 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 |
| 2 | Seminar | Participant | The Cyber path to viksit Bharat 2047:Building a Safe Digital Future | 17/02/2025 | Christ University | International | |
| 3 | 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 |
| 4 | Conference | Presenter | ICICNIS2024 | Smart Forest Guardians: Advances in Fire Detection Using Machine Learning | 17/12/2024 | T.Johns Institute of Technology | International |
| 5 | Conference | Presenter | ICUIS2024 | Comprehensive Large Language Model for bathymetry Data | 12/12/2024 | Shri Venkateshwara Hi Tech Engineering College | International |
| 6 | Conference | Presenter | International conference on ICIICS2024 | Enhanced Hill Cipher Algorithm with Novel Encoding and Key Generation | 22/11/2024 | Sharnbasva University | International |
| 7 | Conference | Organizer | IDSCS-24 | 07/11/2024 | Christ University | International | |
| 8 | Conference | Presenter | International conference on SSITCON2024 | Comparative study on GAN and VAEs in credit card fraud detection | 18/10/2024 | SSIT | International |
| 9 | Conference | Presenter | IEEE NMITCON2024 | Specialized CNN architectureS for enhanced Image classification performance | 09/08/2024 | NITTE MEENAKSHI INSTITUTE OF TECHNOLOGY | International |
| 10 | 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 |
| 11 | Conference | Moderator/Chair | International Conference on current trends in Advanced computing | 08/05/2024 | Kristu Jayanti College | International | |
| 12 | 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 |
| 13 | 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 |
| 14 | Conference | Moderator/Chair | SAMSHODANAM 2023 | 25/11/2023 | RNSIT | National | |
| 15 | 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 |
| 16 | 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 |
| 17 | Conference | Presenter | AIKIIE 2023 | Election Forecasting with machine learning and Sentiment analysis: Karnataka | 02/11/2023 | Rao Bahadur Y. Mahabaleswarappa Engineering College | International |
| 18 | Conference | Presenter | NMITCON 2023 | Performance Analysis of YOLOv7 and YOLOv8 for Drone Image Detection | 01/09/2023 | NITTE | International |
| 19 | 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 |
| 20 | Conference | Participant | International Conference on Current Trends in Advanced Computing (ICCTAC 2023) | 19/04/2023 | Kristu Jayanti college | International | |
| 21 | Seminar | Participant | National Intellectual Property Awareness Mission | 12/04/2023 | Ministry of Education-Government of India | National | |
| 22 | 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 |
| 23 | Seminar | Participant | Women Power: Breaking Ground | 06/03/2023 | MQI-College Of Management | National | |
| 24 | Seminar | Participant | consequences of cloned journal Publications | 04/02/2023 | St Francis De Sales College | International | |
| 25 | 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 |
| 26 | 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 |
| 27 | Seminar | Participant | Scheduling tasks in energy harvesting IoT | 18/11/2022 | IEEE Information Theory Society (ITS) Bangalore Chapter | International | |
| 28 | Seminar | Participant | Unchaining Coding-Universal Decoding | 19/10/2022 | IEEE Information Theory Society (ITS) Bangalore Chapter | International | |
| 29 | Conference | Moderator/Chair | IEEE Mysurucon 2022 | 16/10/2022 | NITTE Meenakshi Institute Of Technology | International | |
| 30 | Seminar | Participant | Resource allocation algorithms for user-centric cell-free massive MIMO | 10/10/2022 | IEEE Information Theory Society (ITS) Bangalore Chapter | International | |
| 31 | 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 |
| 32 | 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 |
| 33 | 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 |
| 34 | Conference | Presenter | international journal on Computational intelligence and communication | Ricinus communis: Alternative uses in Natural Farming | 03/06/2021 | presidency college | International |
| 35 | 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 |
| 36 | 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 |
| 37 | 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 |
| 38 | 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 |
| 39 | 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 |
| 40 | 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 |
| 41 | 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 |
| 42 | 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 |
| 43 | 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 |
| 44 | 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 |
| 45 | 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 |
| 46 | 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 | 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
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| 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 Workshop/FDP/Training programme | Name of Oraganiser | Level | Date |
| 1 | Artificial Intelligence, Machine Learning & Deep Learning | CHRIST UNIVERSITY | Institutional | 22/01/2025 |
| 2 | AI Tools for Research Development | HKBK Degree college | 15/11/2024 | |
| 3 | AI Tools for Research Development | HKBK COLLEGE | 15/11/2024 | |
| 4 | Automate Cybersecurity Tasks with Python | International | 01/11/2024 | |
| 5 | Put It to Work: Prepare for Cybersecurity Jobs | 01/11/2024 | ||
| 6 | Sound the Alarm: Detection and Response | International | 29/10/2024 | |
| 7 | Machine Learning for Kyphosis Disease Classification | Coursera Project Network | International | 28/10/2024 |
| 8 | Tools of the Trade: Linux and SQL | Coursera | International | 28/10/2024 |
| 9 | Assets, Threats, and Vulnerabilities | International | 25/10/2024 | |
| 10 | Connect and Protect: Networks and Network Security | Coursera | International | 15/10/2024 |
| 11 | Google Cybersecurity professional | Coursera | International | 01/10/2024 |
| 12 | AI Capstone Project with Deep Learning | IBM | 16/09/2024 | |
| 13 | Exploratory Data Analysis for Machine Learning | IBM | 01/09/2024 | |
| 14 | Deep Neural Networks with PyTorch | Coursera IBM | 26/08/2024 | |
| 15 | Introduction to Deep Learning & Neural Networks with Keras | Coursera IBM | International | 26/08/2024 |
| 16 | Structuring Machine Learning Projects | Coursera | International | 25/08/2024 |
| 17 | Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization | Coursera | International | 23/08/2024 |
| 18 | AI-Powered Chest Disease Detection and Classification | Coursera | International | 03/08/2024 |
| 19 | Convolutional Neural Networks | Coursera | International | 01/08/2024 |
| 20 | AI for Medical Diagnosis | Coursera | International | 26/07/2024 |
| 21 | NLP: Twitter Sentiment Analysis | Coursera | International | 18/07/2024 |
| 22 | Image Classification with CNNs using Keras | Coursera | International | 18/07/2024 |
| 23 | Deep Learning and neural networks | Coursera | International | 01/07/2024 |
| 24 | Deep Learning | SIMPLY LEARN | 24/06/2024 | |
| 25 | INTRODUCTION TO AI | SIMPLY LEARN | 16/06/2024 | |
| 26 | Deep Learning specialization | Coursera | International | 10/06/2024 |
| 27 | SPARK-FDP | SURANA COLLEGE AND KSTA | National | 18/03/2024 |
| 28 | Scaffolding Adult Learning Through Learner-Centered Approach | CHRIST UNIVERSITY | Institutional | 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 | 26/02/2024 |
| 30 | National Faculty Development Program | ExcelR | National | 08/01/2024 |
| 31 | online Facult Development Programme Embracing Innovation in Higher Education Strategies for pedagogical Enhancement | st.aloysious College | National | 02/12/2023 |
| 32 | Deep Learning Case Studies | CHRIST UNIVERSITY | National | 25/10/2023 |
| 33 | IP Awareness/Training program | Intellectual Property Office, India | National | 26/07/2023 |
| 34 | FDP-DEEP LEARNING FOR NLP AND COMPUTER VISION | CHAITANYA BHARATHI INSTITUTE OF TECHNOLOGY | International | 10/07/2023 |
| 35 | International Faculty Development Program on Data Analyst | Andhra Pradesh State Skill Development Corporation (APSSDC) in Collaboration with ExcelR. | International | 19/06/2023 |
| 36 | 4 week virtual internship program on Generative AI | open Weaver | National | 05/06/2023 |
| 37 | Applications of data science and machine learning in research processn | Nagarjuna College | National | 13/03/2023 |
| 38 | Faculty Orientation Program | CHRIST UNIVERSITY | 13/03/2023 | |
| 39 | STAY ONLINE CAMPAIGN-CYBER HYGIENE | GOVT. OF INDIA | National | 16/01/2023 |
| 40 | FDP-End-to-End Data Science Product Development | NITW AND SIR CR REDDY COLLEGE OF ENGNEERING | National | 05/12/2022 |
| 41 | Curriculum Design and Revision with specific focus on OBE | CHRIST UNIVERSITY | Institutional | 05/12/2022 |
| 42 | Induction Program | CHRIST UNIVERSITY | 01/12/2022 | |
| 43 | Complete Introduction to Power BI | UDEMY | National | 10/11/2022 |
| 44 | National Research Workshop on "Preparing a review paper: The use of innovative tables, flowcharts and graphs? | ADONIC INFORMATICS | National | 06/11/2022 |
| 45 | FDP-Applied Deep Learning and Computer vision with python | EDUXLABS,MECHANICA IIT MADRAS | National | 19/09/2022 |
| 46 | HOW TO WRITE AUTHORED/EDITED BOOK PROPOSALS | ADONIC INFORMATICS | National | 18/09/2022 |
| 47 | NATIONAL LEVE WEBINAR ON RECENT TRENDS IN COMPUTING TECHNOLOGY? | PSG COLLEGE OF ARTS AND SCIENCE | National | 16/08/2022 |
| 48 | FDP | EDUXLABS,MECHANICA IIT MADRAS | International | 09/05/2022 |
| 49 | INTRODUCTION TO R SOFTWARE | NPTEL | National | 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 |
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