| Core Discipline | : | Computer Science and Engineering |
| Areas of Expertise | : | Data Science, Artificial Intelligence, Machine Learning, Deep Learning, Recommendation Systems |
| Research Interests | : | Deep Learning, Recommendation Systems, Educational Data Mining, Interdisciplinary AI implementation possibilities |
• Ph.D.(Pursuing) (Machine Learning, Recommendation Systems)- Cochin University of Science and Technology (2024)
• MSc (Data Science)- University of Konstanz, Germany(2018)
• M.Tech (Computer Science and Engineering) – Anna University, India(2009)
• Assistant Professor of Computer Science and Information Technology at Jain(Deemed-to-be University), India (July 2019-to date)
• Research Assistant at University of Konstanz, Germany( July 2016-March 2018)
• Lecturer of Computer Science and Engineering at Cochin University of Science and Technology, India( August 2009- February 2012)
INTERNATIONAL JOURNALS (1)
• Arif, M., Jims, A., F., A., Geman, O., Craciun, M.-D., & Leuciuc, F. (2022). Application of Genetic Algorithm and U-Net in Brain Tumor Segmentation and Classification: A Deep Learning Approach. Computational Intelligence and Neuroscience, 2022. https://doi.org/10.1155/2022/5625757
BOOK CHAPTERS (1)
• Ajesh, F., Jims, A., Alapatt, B.P., Philip, F.M. (2023). An Effective Deep Learning Classification of Diabetes Based Eye Disease Grades: An Retinal Analysis Approach. In: Abraham, A., Bajaj, A., Gandhi, N., Madureira, A.M., Kahraman, C. (Eds.), Innovations in Bio-Inspired Computing and Applications. IBICA 2022. Lecture Notes in Networks and Systems, 649, Springer, Cham. https://doi.org/10.1007/978-3-031-27499-2_22
INTERNATIONAL CONFERENCES (4)
• Course Recommendation System: Collaborative Filtering, Machine Learning and Topic Modeling at the 8th International Conference on Advanced Computing and Communication Systems (ICACCS), Coimbatore, India. pp. 1459-1462. DOI: 10.1109/ICACCS54159.2022.9785353 (2022)
• Oppositional Glowworm Swarm based Vector Quantization Technique for Image Compression in Fiber Optic Communication at the 2nd International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS), Ernakulam, India. pp. 198-205. DOI: 10.1109/ACCESS51619.2021.9563298 (2021)
• Recommendation system using deep learning to predict suitable academic path for higher secondary students at the International Conference on Innovative Trends in Information Technology (ICITIIT), Kottayam, India. pp. 1-7, DOI: 10.1109/ICITIIT54346.2022.9744245 (2022)
• Course Recommendation System using the integration of Deep Convoluted Neural Network and Harris Hawks Optimization, at the IEEE International Conference on Current Development in Engineering and Technology (CCET), Bhopal, India. pp. 1-5. DOI: 10.1109/CCET56606.2022.10080799 (2022)
KEYNOTE/ GUEST/ ACADEMIC LECTURES/SESSIONS (2)
• Resource Person for the session on “Text Mining using R.” at the Five-Day National Level Online Faculty Development Program On Applications Of Machine Learning, the Department of the Computer Science and Engineering, Shri Vishnu Engineering College for Women (A), Bhimavaram (15 June 2021 – 19-June-2021)
• Resource Person for the session on “Recommendation systems” at the One Week National Level Online Faculty Development Program on Recent Advances in Data Science, Data Analytics and Cyber Security, Department of Computer Science and Engineering, Shri Vishnu Engineering College for Women (A), Bhimavaram (1-5 March 2023)
RESEARCH PROJECTS
• “Automated framework for detection and documentation of finfish biodiversity change of the Polar habitat using AI based deep learning models” – Ministry of Earth Sciences, Government of India (2023)
PATENTS AND INNOVATIONS
• Classroom Mentoring device teacher and students for advanced monitoring activities-Application Number: 202341038726
• Speech Recognition Based Automatic Digital Documentation Inbuilt with Wireless Mike- Application Number: 202041017650