Dr DEEPA B G
MCA, PhD
ASSOCIATE PROFESSOR
MCA, PhD
ASSOCIATE PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | Millets Industry Dynamics: Leveraging Sales Projection and Customer Segmentation | SN Computer Science / 5 / 8 / 2 - 11 | 2662-995X | 21-Oct-2024 |
| 2 | Augmentation of Classifier Accuracy through Implication of Feature Selection for Breast Cancer Prediction | International Journal of Recent Technology and Engineering (IJRTE) / 8 / 2 / 6396 - 6399 | 2277-3878 | 30-Jul-2019 |
| 3 | Enhancing Pomegranate Agriculture: A Comparative Analysis of Yield Prediction Models Using Deep Learning | SN Computer Science / Volume 5, Issue 7 / 7 / - | 2661-8907 | 09-Sep-2024 |
| 4 | Predicting invasive ductal carcinoma tissues in whole slide images of breast Cancer by using convolutional neural network model and multiple classifiers | Multimedia Tools and Applications / 81 / 3 / 8575 - 8596 | 1573-7721 | 03-Jan-2022 |
| 5 | Convolutional Neural Networks Framework for the Early Classification and Detection of Melanoma Skin Cancer | SN Computer Science / 4 / 593 / 1 - 14 | 2661‑8907 | 29-Apr-2024 |
| 6 | Investigating the Role of Intelligent HR Systems in Enhancing the Relationship Between Employee Engagement and Performance: A Computational Perspective for Economic Development | Indian Journal of Information Sources and Services (IJISS) / 15 / 3 / 362 - 369 | 2231-6094 | 06-Nov-2025 |
| 7 | A data-driven approach to predicting breast cancer recurrence with hybrid machine learning models | Advances in Computational Design / 11 / 1 / 79 - 96 | 2383-8477 | 03-Mar-2026 |
| 8 | Enhancing Fraud Detection and Risk Assessment in Financial Services Using Knowledge Graph | Smart Innovation, Systems and Technologies / / / - | 2190-3018 | 24-May-2026 |
| 9 | An enhanced deep learning framework for DeepFake detection using EfficientNet-B3 comparative evaluation of deep and machine learning techniques | Discover Computing / 29 / 1 / 18 - 18 | 2948-2992 | 22-Jun-2026 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Smart Innovation, Systems and Technologies Volume 396 | DEEPA B G,B. AYSHWARYA, S. SENTHIL | 978-981-97-8095-2, 978-981-97-8096-9 (eBook) | / |
| 2 | 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 | / |
| 3 | Interpretable and Trustworthy AI: Techniques and Frameworks | DEEPA B G,ANUSHREE RAJ, PALLAVI M. O | 978-100358778-1, 978 | / |
| 4 | Smart Innovation, Systems and Technologies | KAVITHA S,DEEPA B G, VINAY M,MARUTHI PRASAD, KADIYALA, SELVA KUMAR S, SHYAM KUMAR S | 978-303212829-4 | / |
| 5 | Intelligent Data Engineering and Analytics | LOVELINE ZEEMA J,DEEPA B G,ALEX STANLEY ALENCHERY, DINESH SHARMA, MUKUNTHAN K. | 978-3-032-18974-5 | / |
| 6 | Recent Trends in Intelligence Enabled Research. Lecture Notes in Electrical Engineering (Volume 1626) | DARA VIJAYA LAXMI,DEEPA B G, KAVITHA S,M. SARADHA, S. N. NAYANA | 978-3-032-25038-4 | / |
| 7 | Recent Trends in Intelligence Enabled Research, Book Series: Lecture Notes in Electrical Engineering (LNEE Volume 1626) | DARA VIJAYA LAXMI,DEEPA B G, KAVITHA S, MITHUN D SOUZA, RAVI DANDU,SUREKHA R. GONDKAR | 978-3-032-25038-4 | / |
| 8 | 2026 IEEE International Conference on Emerging Computing and Intelligent Technologies, ICoECIT 2026 | DARA VIJAYA LAXMI,DEEPA B G, RAVI DANDU, SINDHU V ,AVULA CHITTY, HANITH C G | 979-833158997-4 | / |
| 9 | Lecture Notes in Electrical Engineering | PRIYA STELLA MARY I,DEEPA B G, KAVITHA S,ABHIRAM S NAIR, CATHARIN NIVITHA P | 978-3-032-20234-5 | / |
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 | 2nd IEEE International Conference on Networks, Multimedia and Information Technology, NMITCON 2024 | CONFERENCES | Assessing and Exploring Machine Learning Techniques for Cardiovascular Disease Prediction using Cleveland and Framingham Datasets | PRESENTER) | NMITBangalore | 09/08/2024 |
| 2 | 4th IEEE International Conference on Mobile Networks and Wireless Communications | CONFERENCES | Analysis of Machine Learning Algorithms for Classification of Osteosarcoma | PRESENTER) | Sri Siddhartha Institute of TechnologyTumkur | 04/12/2024 |
| 3 | International Conference on Computing Paradigms AIML, Data Science, IoT, Cybersecurity, and Multimedia Technologies (ICCP)- 2024 | CONFERENCES | Leveraging Gamified Platforms In Programming Education: Insights On Motivation And Learning | PRESENTER) | Acharya Institute Of TechnologyBangalore | 17/10/2024 |
| 4 | Research Conclave 2025 | CONFERENCES | Knowledge Graph-Driven Multi-Agent Framework for Contextual Data Reasoning and Decision Support in Agriculture | PRESENTER) | Siddhartha Academy Of Higher Education An Institution Deemed to be University Information TechnologyVijayawada, A.P | 24/01/2025 |
| 5 | Research Conclave 2025 | CONFERENCES | BlockE: Securing Crypto?s Future with Smart Identity and Tracking | PRESENTER) | Siddhartha Academy Of Higher Education An Institution Deemed to be University Information TechnologyVijayawada, A.P | 24/01/2025 |
| 6 | Research Conclave 2025 | CONFERENCES | AI-Driven Fleet Management System: Smart Vehicle Directory for Organizational Efficiency | PRESENTER) | Siddhartha Academy Of Higher Education An Institution Deemed to be University Information TechnologyVijayawada, A.P | 24/01/2025 |
| 7 | Research Conclave 2025 | CONFERENCES | Comparative Analysis of GANs and Diffusion Models for Hyperspectral Image Classification | PRESENTER) | Siddhartha Academy Of Higher Education An Institution Deemed to be University Information TechnologyVijayawada, A.P | 24/01/2025 |
| 8 | Research Conclave 2025 | CONFERENCES | Enhancing Fraud Detection and Risk Assessment in Financial Services Using Knowledge Graph | PRESENTER) | Siddhartha Academy Of Higher Education An Institution Deemed to be University Information TechnologyVijayawada, A.P | 24/01/2025 |
| 9 | Research Conclave 2025 | CONFERENCES | Exploring AutoML in Healthcare:Survey of Current Frameworks, Applications, and Performance for Disease Prediction | PRESENTER) | Siddhartha Academy Of Higher Education An Institution Deemed to be University Information TechnologyVijayawada, A.P | 24/01/2025 |
| 10 | The Cyber Path to Viksit Bharat@2047: Building a safe Digital Future | SEMINARS | PARTICIPANT) | Bangalore | 17/02/2025 | |
| 11 | Congress on Smart Computing Technologies Proceedings of CSCT 2022 | CONFERENCES | Concernment of Feature Selection Using Classification Algorithms and Developing the Web Frame for Breast Cancer Prediction | PRESENTER) | SAU Center for Research and Innovative Learning (SCRIL), South Asian University, IndiaSAU Center for Research and Innovative Learning (SCRIL), South Asian University, India | 02/12/2023 |
| 12 | Fourth International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE) | CONFERENCES | Towards Inclsuive Multimedia Acessibility: A Synergy of Artificial Intelligence & Machine earning Technologies | PRESENTER) | REVA UniversityBangalore | 08/12/2023 |
| 13 | Control Instrumentation Systems Conference (CISCON) 2025 | CONFERENCES | A Mathematical Modelling of Macronutrient Composition on Energy Content in Indian Breakfast Foods? | PRESENTER) | Manipal, Udupi, Karnataka, India.Udupi | 01/08/2025 |
| 14 | IEEE International Conference on Emerging Computing and Intelligent Technologies, ICOECIT 2026 | CONFERENCES | Revolutionizing Guava Leaf Disease Detection - Unleashing the Power of Vision Transformers over CNNs | PRESENTER) | GNITS IEEE Student Branch, IEEE, IEEE Hyderabad Hyderabad | 28/01/2026 |
| 15 | IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) | CONFERENCES | IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) | MODERATOR) | CHRIST (Deemed to be University)Bangalore | 18/12/2025 |
| 16 | IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) | CONFERENCES | IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) | COLLABORATION_WITH_UG_PG_STUDENTS) | CHRIST (Deemed to be University)Bangalore | 18/12/2025 |
| 17 | IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) | CONFERENCES | IEEE International Conference on Computational Innovations and Sustainable Technologies (ICCIST 2025) | CHAIR) | CHRIST (Deemed to be University)Bangalore | 18/12/2025 |
| 18 | 6th International Symposium on Signal and Image Processing | CONFERENCES | Computational and Managerial Modeling of Cognitive Processes in Women’s Technological Opportunity Recognition | PRESENTER) | RIT GlobalAlbania | 24/02/2026 |
| 19 | 6th International Symposium on Signal and Image Processing (ISSIP 2025) | CONFERENCES | A Mathematical Method for Assessing HPV Transmission and Cervical Cancer Prevention Options | PRESENTER) | CHRIST (Deemed to be University)Albania | 24/11/2025 |
| 20 | 6th International Symposium on Signal and Image Processing" (ISSIP 2025) | CONFERENCES | An Automated Approach Using Hybrid Convolution Neutral Network | PRESENTER) | Organized by RIT Global, and hosted by RIT Global Albania | 24/11/2025 |
| 21 | 6th International Symposium on Signal and Image Processing(ISSIP 2025) | CONFERENCES | Quantitative Analysis and Validation of Packaging Effects on Salted Fish using Linear Regression Model | PRESENTER) | Organized by RIT Global, and hosted by RIT Global Albania | 24/11/2025 |
| 22 | 6th International Symposium on Signal and Image Processing" (ISSIP 2025) | CONFERENCES | Feature Optimization for Brain Tumor Detection Using Principal Component Analysis and Ensemble Learning Models | PRESENTER) | Organized by RIT Global, and hosted by RIT Global Albania | 24/11/2025 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Discovering AI ? An Introduction for Young Minds | Discovering AI ? An Introduction for Young Minds | 08/09/2025 | CHRIST(Deemed to be University) |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Farma: An Intelligent Plant Disease Detection and Prevention App Using ViT Model with GAN enabled Synthetic Image Augmentation and Real-Time Inference APIs | DEEPA B G,MITHUN D SOUZA,VINAY M | Internal | |
| 2 | AI-Based Risk Mitigation and Rescue Planning Framework for Tourist Safety: A Data-Driven Study Report | DEEPA B G,DARA VIJAYA LAXMI,JOBY THOMAS,MITHUN D SOUZA | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Faculty Development Programme | Human Resource Development Centre, | Participant | 07/05/2026 | |
| 2 | 6 Days National Level Faculty Development Program (FDP) on Generative & Agentic Al - Tools & Demo's | Department of CSE, | Participant | 16/02/2026 | |
| 3 | Udemy Course- Master Generative Al & Generative Al tools (ChatGPT & more) | Udemy, Udemy | Participant | 20/01/2026 | |
| 4 | Post- Conference Workshop “Delicious Moment Framework” in the “International Conference of Traditional Healing and Critical Mental Health” - ICTC’26 | CHRIST(Deemed to be University), | Participant | 05/01/2026 | |
| 5 | Faculty Development Programme (FDP) titled “AI in Teaching and Learning” as part of the “AI in Education: Workshops & Training Series”- “AI for Classroom Environment” | Centre for AI & CEBC, | Presenter | 24/11/2025 | |
| 6 | “Responsible and Ethical AI Integration in Higher Education: Practices and Prospects” as part of the “AI in Education: Workshops & Training Series” | Centre for AI & CEBC, | Presenter | 17/11/2025 | |
| 7 | Technology-Integrated Pathways to Achieve the Sustainable Development Goals (SDGs) | Rajalakshmi Institute of Technology (An Autonomous Institution), Rajalakshmi Institute of Technology, Chennai | International | Participant | 17/11/2025 |
| 8 | “AI for Academic Excellence: Empowering Teaching, Research and Evaluation” as part of the “AI in Education: Workshops & Training Series” | Centre for AI & CEBC, | Presenter | 10/11/2025 | |
| 9 | Faculty Development Programme (FDP) titled “Innovative Pedagogies through AI: Transforming Education for the Digital Era”- “AI in Research Design, Literature Review, and Publication Tools” | Centre for AI & CEBC, | Presenter | 03/11/2025 | |
| 10 | Faculty Development Programme (FDP) titled “AI Foundations for Educators - Building the Future of Teaching and Learning” as part of the “AI in Education: Workshops & Training Series”- “AI Tools | Centre for AI & CEBC, | Presenter | 27/10/2025 | |
| 11 | Computer Vision 101 | Infosys Springboard, | Institutional | Presenter | 18/10/2025 |
| 12 | Own the Stage: Stage Etiquette and Drafting an Emcee Script | Christ University, | Institutional | Participant | 16/10/2025 |
| 13 | Enhancing Everyday PowerPoint Presentations | Christ University, | Institutional | Participant | 15/10/2025 |
| 14 | Cyber Awareness Quiz?25 | Christ University, | Institutional | Participant | 05/10/2025 |
| 15 | Transforming Teaching and Research with Generative AI | AICTE Training and Learning (ATAL) Academy at the Global Institute of Management Sciences, Bengaluru., Global Institute of Management Sciences | National | Participant | 15/09/2025 |
| 16 | Python Programming & Fun Libraries | Mevi Technologies LLP, Mevi Technologies LLP | National | Participant | 06/08/2025 |
| 17 | AI in Classroom | St. Aloysius College, St. Aloysius College | Regional | Participant | 30/07/2025 |
| 18 | Empowering Faculty with Intellectual Property Rights and AI Tools for Innovation and Excellence | VELAMMALA Institute of Technology, Global Research and Training Centre | International | Participant | 23/06/2025 |
| 19 | Artificial Intelligence, Machine Learning & Deep Learning | Christ University & Intel, | Regional | Participant | 22/01/2025 |
| 20 | AICTE Training And Learning (ATAL) Academy Faculty Development Program on AI and Next-Gen Technologies for a Sustainable World: Breakthroughs in Health, Agriculture, and Intelligent Infrastructure | DAYANANDA SAGAR UNIVERSITY, DAYANAND SAGAR UNIVERSITY | National | Participant | 06/01/2025 |
| 21 | Enhancing Research Competency - From Concept to Publication | Aditya Institute of Management Studies, Aditya Institute of Management Studies | Regional | Participant | 15/11/2024 |
| 22 | 5G Network Slicing & Applications | Presidency University, Presidency University | Institutional | Participant | 11/11/2024 |
| 23 | Drone data and AI Application in the Area of Research | Christ University, | Institutional | Organiser & Participant | 08/10/2024 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Guest of Honour | One day Workshop on IPR | Jyothi Institute of Commerce and Managament | 31 May 2025 |
| 2 | Q1 Journal Reviewer Certificate | Dr. Deepa B.G. has been recognized for reviewing 2 manuscripts in 2025 for the journal Scientific Reports. This reviewer contribution was acknowledged with a certificate dated 08 July 2025. | Scientific Reports, Nature Portfolio (Springer Nature) | 08 July 2025 |
| 3 | Resource person for workshop | Research Integrity and AI Tools at Seshadripuram Institute of Commerce & Management, Bengaluru, on 1st September 2025 | Seshadripuram Institute of Commerce & Management | 01 September 2025 |
| 4 | International Conference reviewer certificate | Certificate of Appreciation was awarded by CMR University, School of Engineering and Technology, in association with IEEE Bangalore Section, to Dr. Deepa B G, Christ University, in recognition of her contribution as a Reviewer for the International Conference on Intelligent Computing and Knowledge Extraction (ICICKE-2025). | CMR University | 07 June 2025 |
| 5 | International Conference reviewer certificate-ICETEG 2025 | Served as Reviewer for ICETEG 2025 at JSS Science and Technology University, Mysuru, contributing to peer review in emerging electronics and green energy research, 10?11 Oct 2025. | JSS Science and Technology University, Mysuru, Karnataka, India | 11 October 2025 |
| 6 | International Conference reviewer certificate | reviewed the papers submitted to the International Conference on ?Intelligent Systems for Pioneering Innovation in Robotics and Electric Mobility?- INSPIRE 2025 (IEEE Conference #67328) organized by Mangalore Institute of Technology & Engineering, Moodabidri, India, on 20th & 21st November, 2025. | Mangalore Institute of Technology & Engineering, Moodabidri, | 10 November 2025 |
Consultancy
| Sl.No. | Faculties | Theme of Consultancy | Type |
| 1 | DEEPA B G,,KANNAN M,UMAMAHESWARI D,VINAY M | Academic Outreach Program | PRIVATE_CONSULTANCY |
| 2 | DEEPA B G | Workshop on Research Integrity & AI Tools | RESEARCH_CONSULTANCY |