Dr MANJULA SHANBHOG
MCA, MTech, MPhil, PhD
ASSOCIATE PROFESSOR
MCA, MTech, MPhil, PhD
ASSOCIATE PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | A novel deep learning based multimedia video retrieval framework using may fly optimization | International Journal of Information Technology (Singapore) / / / - | 2511-2104 | 08-Jun-2025 |
| 2 | Machine learning in neuroimaging and computational pathophysiology of Parkinson's disease: A comprehensive review and meta-analysis | Asian Journal of Psychiatry / 109 / / - | 1876-2026 | 20-May-2025 |
| 3 | Enhanced Handwritten Digit Recognition with a Hybrid Optimization Framework for Deep Learning Techniques | Journal of Information Systems Engineering and Management / 10 / 16 / - | 2468-4376 | 04-Mar-2025 |
| 4 | Ensemble Deep Learning Approach for Turbidity Prediction of Dooskal Lake Using Remote Sensing Data | Remote Sens Earth Syst Sci / 6 / 3 / 146 - 155 | 2520-8195 | 18-Nov-2023 |
| 5 | Deep Belief Network-Based User and Entity Behavior Analytics (UEBA) for Web Applications | International Journal of Cooperative Information Systems / / / - | 1793-6365 | 20-Sep-2023 |
| 6 | Load balancing in cloud computing with enhanced genetic algorithm | International Journal of Recent Technology and Engineering / 8 / 2S6 / 926 - 930 | ISSN: 2277-3878 | 22-Jul-2019 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Progressive Computational Intelligence, Information Technology and Networking | MANJULA SHANBHOG,RAMESH CHANDRA POONIA,PRASHANT KUMAR,POONAM NANDAL,MAMTA DAHIYA, MEETA SINGH,ARVIND DAGUR,BRIJESH KUMAR | 9781003650010 | / |
| 2 | IEEE Xplore | MANJULA SHANBHOG,PREETY,NEHA SAINI,GARIMA ANAND,IEEE XPLORE | 979-8-3315-4121-7 | / |
| 3 | ICAICCIT 2024 | PREETY,MANJULA SHANBHOG,NEHA SAINI,GARIMA ANAND,POONAM TANWAR | 979-833154121-7 | / |
| 4 | IEEE Explore | MANJULA SHANBHOG,ARORA N,SINGH S, PAVITHRAM,IEEE | Electronic ISBN:979-8-3503-8427-7 | / |
| 5 | ICIETDW 2024, | NEHA SAINI,PREETY,MANJULA SHANBHOG,ICIETDW 2024 | 979-8-3315-4117-0 | / |
| 6 | IEEE Explore | MANJULA SHANBHOG,KAMAL UPRETI,VIBHANSHU SINHA,IEEE | Electronic ISBN:979-8-3503-8944-9 | / |
| 7 | IEEE Xplore | MANJULA SHANBHOG,RUCHI KAUSHIK,KANTA PRASAD SHARMA,S MALIK,IEEE XPLORE | / | |
| 8 | IEEE Xplore | MANJULA SHANBHOG,SRISHTI SRIVASTAVA,KAMAL UPRETI,IEEE | Electronic ISBN:979-8-3503-8944-9 | / |
| 9 | Remote Sensing in Earth Systems Sciences | MANJULA SHANBHOG,JANJHYAM VENKATA NAGA RAMESH,PAVITHRA ROY PATIBANDLA,SRINIVAS AMBALA,MOHD ASHRAF,AJMEERA KIRAN,JENNIFER JACOBS,MINHA CHOI,DI LONG,DONGRYEOL RYU,RAM RAY,VIMAL MISHRA,ILIANA MLADENOVA | / |
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 | ICIETDW?24 | Conference | HMDDD: Hybrid Model for Distracted Driver Detection through Fusion of CNN and VGG-16 | Presenter) | RMD Engineering CollegeKavaraipettai, Tamilnadu | 13/09/2024 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Cyber Security | Workshop | 07/06/2024 | Shri Shankar Anand Singh Govt. First Grade College |
| 2 | Machine Minds: A Journey into Artificial Intelligence and Machine Learning | Workshop | 23/12/2023 | Government First Grade College, Hebbal, Bengaluru |
MPhil/PhD Guided/Adjudicated
| Sl.No. | Title | Name of Student | Institution | Role | Status | Month Year |
| 1 | Developing and Evaluating Machine Learning Model for Predictive Analysis and Diagnosis of Pneumonia |
MANISH KUMAR | Christ University | Supervisor | Ongoing | June 2024 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | n Analysis of Air Pollution Effects on Maternal and Neonatal Health Using Machine Learning Techniques | PREETY, MANJULA SHANBHOG,ASHISH SHARMA,NEHA SAINI | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Next-Gen Computing for Sustainability: Intelligent Technologies and Data-Driven Solutions | Christ University, | National | Participant | 17/11/2025 |
| 2 | Smart Computing Era: Bridging Supercomputing, AI and Data Science in Academia and Industry | ATAL FDP, HMR INSTITUTE OF TECHNOLOGY AND MANAGEMENT | National | Participant | 03/11/2025 |
| 3 | Develop Generative AI Applications: Get Started | Coursera, IBM | International | Participant | 02/11/2025 |
| 4 | Econometric Modelling in Health Research Using STATA | Resilient Foundation forAcademic Innovation & Scientific Research, New Delhi In collaboration with Biostatistics Consortium, INDIA, Resilient Foundation | International | Participant | 21/07/2025 |
| 5 | Exploratory Data Analysis in Python | Udemy, | International | Participant | 07/07/2025 |
| 6 | Strategic Priorities for Institutional Advancement | Christ University, | Institutional | Participant & Presenter | 16/06/2025 |
| 7 | Innovative Pedagogies and the Learning-Centric Approach of NEP 2020 | Christ University, | Institutional | Participant | 19/05/2025 |
| 8 | Machine Learning, Data Science and Generative Al with Python | Udemy, Udemy | International | Participant | 05/05/2025 |
| 9 | Data Visualization with Tableau | Coursera, Coursera | International | Participant | 27/09/2024 |
| 10 | One week workshop on the "Qualitative and Quantitative Data Analytics" | Mata Sundri College for Women (University of Delhi) in collaboration with Resilient Foundation ForAcademic Innovation & Scientific Research (Registered with NITIAayog, Govt. of India), | International | Participant | 21/09/2024 |
| 11 | Train the Trainer | Intel Unnati, Intel Unnati | Institutional | Participant | 02/09/2024 |
| 12 | One Week Online International Workshop on Biostatistics | Resilient Foundation forAcademic Innovation & Scientific Research, New Delhi In collaboration with Biostatistics Consortium, INDIA, | International | Participant | 22/08/2024 |
| 13 | Play It Safe: Manage Security Risks | Coursera in collaboration with Google, Coursera | International | Participant | 28/07/2024 |
| 14 | SERB sponsored one day faculty online development programme on Soft Computing Paradigms: Next Generation Applications | IIT Roorkee, IIT Roorkee | International | Participant | 13/07/2024 |
| 15 | HED Training on Servant Leadership Introduction | Christ University, | Institutional | Invited Resource Person/Trainer | 03/07/2024 |
| 16 | Foundations of Cybersecurity | Coursera, | International | Participant | 29/06/2024 |
| 17 | Strategic Integration of Digital Innovations and AI in Education | Christ University, | Institutional | Participant | 24/06/2024 |
| 18 | FDP on Data analytics for real world applications | Christ University, | Institutional | Participant | 18/06/2024 |
| 19 | FDP on Writing effective proposals for research grant | Christ University, | Institutional | Participant | 29/04/2024 |
| 20 | Workshop on Chatgpt and AI Tools | Skill Nation, Skill Nation | International | Participant | 29/02/2024 |
| 21 | Online Courses | Udemy, Udemy | International | Participant | 09/02/2024 |
| 22 | Online Courses | Udemy, Udemy | International | Participant | 27/11/2023 |
| 23 | Faculty Development Program on 'Data Visualization using Tableau and Power BI' | School of Sciences, Christ(Deemed to be University) Delhi NCR Campus, | Institutional | Participant | 01/07/2023 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Best Paper Award | Best Paper Award in the conference ICCCCM-2024 | ICCCCM-2025, United College of Engineering & Research, | 11 August 2024 |
| 2 | Research Paper Presented | Research paper presented | RMD Engineering College, Kavaraipettai, Tamilnadu | 13 September 2024 |
| 3 | Research Paper Presented | Research Paper Presented | RMD Engineering College, Kavaraipettai, Tamilnadu | 13 September 2024 |
| 4 | Research Paper Presented | Presented a research paper | COMITCON, Manav Rachna International Institute of Research and Studies, | 25 October 2024 |
| 5 | Reviewer of IJSR | Research paper reviewed | IJSR, India | 03 August 2024 |
| 6 | Conference Session Chair | Invited as Session Co Chair for the Conference | CHRIST University | 22 March 2025 |
| 7 | Conference Session Chair | Invited as a Session Chair | IIHS, Ghaziabad | 22 February 2025 |
| 8 | Conference Session Chair | Pacrticipated as Conference Session Chair in UPWIECON 2025 | IEEE UPWIECON 2025 | 31 October 2025 |