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 | 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 |
| 2 | 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 |
| 3 | Deep Belief Network-Based User and Entity Behavior Analytics (UEBA) for Web Applications | International Journal of Cooperative Information Systems / / / - | 1793-6365 | 20-Sep-2023 |
| 4 | 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 |
| 5 | A novel deep learning based multimedia video retrieval framework using may fly optimization | International Journal of Information Technology (Singapore) / / / - | 2511-2104 | 08-Jun-2025 |
| 6 | AI-driven deep learning framework for energy-efficient optimization in IoT-enabled wireless networks | International Journal of Information Technology (Singapore) / / / - | 2511-2112 | 30-Aug-2025 |
| 7 | NSS-ML: A Novel Spectrum Sensing Framework using Machine Learning for Cognitive Radio IoT Networks | International Journal of Information Technology / / / - | 2511-2104 | 12-Aug-2024 |
| 8 | A Diabetes Detection Framework Based on Datadriven Predictive Technologies | Institute of Electrical and Electronics Engineers Inc. / / / - | 9798-3315-7981-4 | 13-Jan-2026 |
| 9 | A Systematic Review and Meta-Analysis of Pneumonia Diagnosis Using Machine Learning Techniques | IEEE 5th International Conference on ICT in Business Industry & Government (ICTBIG) / / / - | 9798-3315-7981-4 | 13-Jan-2026 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Remote Sensing in Earth Systems Sciences | MANJULA SHANBHOG,AJMEERA KIRAN, DI LONG, DONGRYEOL RYU, ILIANA MLADENOVA, JANJHYAM VENKATA NAGA RAMESH, JENNIFER JACOBS, MINHA CHOI, MOHD ASHRAF, PAVITHRA ROY PATIBANDLA, RAM RAY, SRINIVAS AMBALA, VIMAL MISHRA | / | |
| 2 | IEEE Xplore | MANJULA SHANBHOG,IEEE XPLORE, KANTA PRASAD SHARMA, RUCHI KAUSHIK, S MALIK | / | |
| 3 | IEEE Xplore | MANJULA SHANBHOG,KAMAL UPRETI,IEEE, SRISHTI SRIVASTAVA | Electronic ISBN:979-8-3503-8944-9 | / |
| 4 | IEEE Explore | MANJULA SHANBHOG,ARORA N, IEEE, SINGH S, PAVITHRAM | Electronic ISBN:979-8-3503-8427-7 | / |
| 5 | IEEE Explore | MANJULA SHANBHOG,KAMAL UPRETI,IEEE, VIBHANSHU SINHA | Electronic ISBN:979-8-3503-8944-9 | / |
| 6 | IEEE Xplore | MANJULA SHANBHOG,GARIMA ANAND, NEHA SAINI, PREETY,IEEE XPLORE | 979-8-3315-4121-7 | / |
| 7 | ICAICCIT 2024 | PREETY,GARIMA ANAND, MANJULA SHANBHOG, NEHA SAINI,POONAM TANWAR | 979-833154121-7 | / |
| 8 | ICIETDW 2024, | NEHA SAINI,MANJULA SHANBHOG, PREETY,ICIETDW 2024 | 979-8-3315-4117-0 | / |
| 9 | Progressive Computational Intelligence, Information Technology and Networking | MANJULA SHANBHOG,RAMESH CHANDRA POONIA,ARVIND DAGUR, BRIJESH KUMAR, MAMTA DAHIYA, MEETA SINGH, POONAM NANDAL, PRASHANT KUMAR | 9781003650010 | / |
| 10 | IEEE Xplore | MANJULA SHANBHOG,PREETY,JAI GOSWAMI | 979-8-3503-7169-7 | / |
| 11 | Lecture Notes in Networks and Proceedings | MANJULA SHANBHOG,KULJEET SINGH,YUVIKA SINGH | 978-981-95-0628-6 | / |
| 12 | Lecture Notes in Networks and Systems | LAWRENCE KUJUR,MANJULA SHANBHOG,SATYAM TIWARI | 978-3-032-12827-0 | / |
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 | CONFERENCES | HMDDD: Hybrid Model for Distracted Driver Detection through Fusion of CNN and VGG-16 | PRESENTER) | RMD Engineering CollegeKavaraipettai, Tamilnadu | 13/09/2024 |
| 2 | 3rd Internation Conference on Multidisciplinary Trends and Sustainability (ICMTS- 2026) | CONFERENCES | 3rd Internation Conference on Multidisciplinary Trends and Sustainability (ICMTS- 2026) | CHAIR) | IIHS Ghaziabad | 27/02/2026 |
| 3 | International Webinar Series | SEMINARS | International Webinar Series | KEYNOTE_SPEAKER) | Veer Maheshwar Charitable Trust, Latur | 27/01/2026 |
| 4 | ICSCPS 2026 | CONFERENCES | ICSCPS 2026 | CHAIR) | CHRIST (Deemed to be University) | 23/01/2026 |
| 5 | ICSCPS 2026 | CONFERENCES | ICSCPS 2026 | PANELIST) | CHRIST (Deemed to be University) | 23/01/2026 |
| 6 | 6th International Symposium on Signal and Image Processing | SYMPOSIUM | An Explainable AI-Driven Deep Learning Algorithm for Stroke Detection | PRESENTER) | RIT Global | 24/11/2025 |
| 7 | 1st International Conference on Artificial Intelligence and Computing(ICAIC 2025) | CONFERENCES | Enhanced Laptop Security with Biometric based Multifactor Authentication | PRESENTER) | Manipal University, Jaipur | 18/09/2025 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Machine Minds: A Journey into Artificial Intelligence and Machine Learning | Workshop | 23/12/2023 | Government First Grade College, Hebbal, Bengaluru |
| 2 | Cyber Security | Workshop | 07/06/2024 | Shri Shankar Anand Singh Govt. First Grade College |
MPhil/PhD Guided/Adjudicated
| Sl.No. | Title | Name of Student | Institution | Role | Status | Month Year |
| 1 | . | MANISH KUMAR | Christ University | SUPERVISOR | Ongoing | June 2024 |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | SMART AIR QUALITY MONITORING DEVICE | ASHISH SHARMA, MANJULA SHANBHOG, NEHA SAINI, PREETY | 07-Jun-2025 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Smart Drone-Based System for Air Quality Monitoring and Environmental Surveillance | MANJULA SHANBHOG,RAMESH CHANDRA POONIA,GEETA | 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 |
Copyright
| Sl.No. | Applicants | Title | Date Published |
| 1 | PREETY,ASHISH SHARMA,MANJULA SHANBHOG,NEHA SAINI | Smart Air Quality Monitoring Device | - |