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List of Publications:
IEEE Publications
• M. Meleet, G. N. Srinivasan and N. G. Cholli, C. Rahul, "Clinical Data Analysis For Recognizing Named Entities," 2021 IEEE International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), Bangalore, India, 2021, pp. 1-5, doi: 10.1109/CSITSS54238.2021.9683039.
• M. Meleet ,T. S. Dhanalakshmi, "Predicting Clinical Re-admission using Discharge Summaries (PCRUDS)," 2020 5th International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, 2020, pp. 772-777, doi: 10.1109/ICCES48766.2020.9137851.
• R. Kolle, S. Sanjana and M. Meleet, "Extractive Summarization of Text from Images," 2021 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES), Chennai, India, 2021, pp. 1-4, doi: 10.1109/ICSES52305.2021.9633936.
• N. Agarwal, P. Seth and M. Meleet, "A New Sentence Similarity Computing Technique Using Order and Semantic Similarity," 2021 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES), Chennai, India, 2021, pp. 1-5, doi: 10.1109/ICSES52305.2021.9633911.
• T. Agrawal, Suraj and M. Meleet, "Classification of Natural Disaster Using Satellite & Drone Images with CNN Using Transfer Learning," 2021 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES), Chennai, India, 2021, pp. 1-5, doi: 10.1109/ICSES52305.2021.9633803.
• Gaba, R. Subramaniam, and M. Meleet, "Analysis and Prediction of Earthquake Impact-a Machine Learning approach," 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS), Bengaluru, India, 2019, pp. 1-5, doi: 10.1109/CSITSS47250.2019.9031026.
• S. A. Shabbeer and M. Meleet, "Smart Helmet for Accident Detection and Notification," International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS), Bengaluru, India, pp. 1-5, doi: 10.1109/CSITSS.2017.8447702.
• S. Sajad, S. Dharshika and M. Meleet, "Music Generation for Novices Using Recurrent Neural Network (RNN)," 2021 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES), Chennai, India, 2021, pp. 1-6, doi: 10.1109/ICSES52305.2021.9633906.
• D. M, H. A. S and M. Meleet, "Crime Prediction and Forecasting using Voting Classifier," 2021 Fourth International Conference on Electrical, Computer and Communication Technologies (ICECCT), Erode, India, 2021, pp. 1-5, doi: 10.1109/ICECCT52121.2021.9616911.
SPRINGER Publications
• Mohammed Abdul Razak, W., Rishabh, R., Meleet, M. (2023). Prediction of Drug-Drug Interactions Using Support Vector Machine. In: Kumar, S., Sharma, H., Balachandran, K., Kim, J.H., Bansal, J.C. (eds) Third Congress on Intelligent Systems. CIS 2022. Lecture Notes in Networks and Systems, vol 613. Springer, Singapore. https://doi.org/10.1007/978-981-19-9379-4_23 Print ISBN978-981-19-9378-7
• Srihari, C., Sunagar, S., Raghavendra, K.S., Meleet, M. (2023). Question and Answer Generation from Text Using Transformers. In: Thampi, S.M., Mukhopadhyay, J., Paprzycki, M., Li, KC. (eds) International Symposium on Intelligent Informatics. ISI 2022. Smart Innovation, Systems and Technologies, vol 333. Springer, Singapore. https://doi.org/10.1007/978-981-19-8094-7_15 Print ISBN978-981-19-8093-0
• Sharma, S., Prajapati, S., Meleet, M., (2023). Attendance Portal Using Face and Speaker Recognition. In: Hemanth, J., Pelusi, D., Chen, J.IZ. (eds) Intelligent Cyber Physical Systems and Internet of Things. ICoICI 2022. Engineering Cyber-Physical Systems and Critical Infrastructures, vol 3. Springer, Cham. https://doi.org/10.1007/978-3-031-18497-0_61PRINT ISBN : 978-3-031-18496-3
• V.K.Prasad, M Meleet, Computational Models for Prognosis of Medication for Cardiovascular Diseases. S. Das et al. (eds.), Advances in Data-Driven Computing and Intelligent Systems, Lecture Notes in Networks and Systems 698, https://doi.org/10.1007/978-981-99-3250-4_24
Book Chapters
• Chapter published in the book titled “AI and IoT-based Intelligent Health Care & Sanitation” by Bentham Science Publishers, 13-Apr-2023 ISBN: 978-981-5136-54-8, eISBN: 978-981-5136-53-1 (Online)
Journal Publications (Last 5 Years)
• Sneha Janani Shekar, AR Suraj, M.Meleet, Memory Management Schemes in High Performance Mobile Devices, Journal of Advanced Research in Dynamical and Control Systems, Special Issue 03, April 2018
• T.S.Harshitha, Merin Meleet , “A study of computing paradigms: Cloud, Edge, Multi-Access Edge Computing”, International Journal of Advance Research, Ideas and Innovation in Technology, Volume 7, Issue 3 - V7I3-1544
• T.S. Dhanalakshmi, Merin Meleet, Text Mining on Electronic Medical Record, International Journal of Creative Research Thoughts, Volume 8, Issue 5 May 2020
• Roy,S , M.Meleet, Fake News Detection in Political Artefacts, International Research Journal of Engineering and Technology, Volume 7, Issue 4, April 2020
• Arnab Jana, Merin Meleet, Study on Performance Tuning of Web Applications using Ad-Hoc Techniques, International Research Journal of Engineering and Technology , Volume 7, Issue 5, May 2020
• C. Naik, HV Holla ,M.Meleet, “Motorcycle Traffic Rule Violation Detection and Licence Plate Recognition using YOLO " International Journal of Advanced Research in Computer and Communication Engineering" Vol. 10, Issue 8, August 2021" DOI 10.17148/IJARCCE.2021.10806
• S. Biswari, M. Meleet, “Defence of CNN against the Adversarial Attacks "International Journal of Advanced Research in Computer and Communication Engineering Vol. 10, Issue 7, July 2021
• Prakhar Kant Kushwaha, Raman Kumar , Customer Lifetime Value Prediction And Segmentation International Research Journal Of Modernization In Engineering Technology And Science , Volume 3, Issue 8, August 2021"
• S.S Nayak , M.Meleet, Role of Autosuggest in e-commerce, International Journal of Engineering and Techniques - Volume 7 Issue 3, 126-131, June 2021, 10.29126/23951303/IJET-V7I3P20
• Merin Meleet, Ananya KVS , Study of Ontology Based Recommendation Systems”, International Research Journal of Engineering and Technology (IRJET), vol. 8, Issue 6, IRJET-V8I6576, 4 pages, June 2021
• A Singh, A.Gautam, Merin Meleet , Neural Style Transfer: A Comparative Study Using VGG Network, Multidisciplinary Journal of Research in Engineering and Technology Volume 10 No.1 Pg. 16-24, eISSN:2348-6953
• P. Fernandez, M. Meleet , Flappy Bird Automation Using Reinforcement Algorithm, Epra International Journal of Multidisciplinary Research ,
• Varshini , Uday A , Merin Meleet, A Neural Network for Identifying Exoplanets, International Journal of Advanced Research in Computer and Communication Engineering, Vol. 11, Issue 7, July 2022 , ISSN (O) 2278-1021, ISSN (P) 2319-5940
• K. Jain, R. Saha, M.Meleet, Scene Detection Using Convolution Neural Network (CNN), Multidisciplinary Journal of Research in Engineering and Technology, Volume 10 No.1 Pg. 8-15, eISSN:2348-6953
• Nikhil Sandilya, Merin Meleet, Plagiarism Detection using Natural Language Processing and Support Vector Machine, International Journal of Advanced Research in Computer and Communication Engineering, Vol. 11, Issue 7, July 2022, ISSN (O) 2278-1021, ISSN (P) 2319-5940
• Sri Vishnu, Merin Meleet, “Ultraviolet Index Analysis And Forecasting Using Deep learning Methodologies For Bengaluru City”, EPRA International Journal of Multidisciplinary Research (IJMR) - Peer Reviewed Journal Volume: 8| Issue: 7| July 2022|| Journal DOI: 10.36713/epra2013
• Amitha and Meleet Merin, System for Recommendation of Medication Using Gaussian Naïve Bayes Classifier, International Journal of International Journal of Innovative Research in Computer Science and Technology Vol-7 Issue-3 Page No-100-103] (ISSN 2347 - 5552). , Available at SSRN: https://ssrn.com/abstract=3529325
• Pooja S.P, M.Meleet ,Medical Image Processing using 3D Slicer, International Journal of Scientific Research and Engineering Development-– Volume 4 Issue 3, May -June 2021
• M.Meleet, Harshitha H.N, “Machine Learning and NLP based System for Medical Data Analytics and Prediction”, International Journal of Advance Research, Ideas and Innovation in Technology, Volume 7, Issue 3 - V7I3-1977
• Sneha Vanjire, Sreelakshmi, Merin Meleet, “Glaucoma Detection Using Deep Learning”, International Journal of Research Publication and Reviews Vol (2) Issue (8) (2021) Page 1330-1335
• Ananya KVS, Merin Meleet, A Study of Ontology Based Recommendation Systems, International Research Journal of Engineering and Technology (IRJET), vol. 8, Issue 6, IRJET-V8I6576, 4 pages, June 2021
• Mohammed Ihtesham , Merin Meleet “ Implementation of a Logging System for an Optical Networking Device” May 2023International Journal for Research in Applied Science and Engineering Technology 11(5):6341-6343 DOI:10.22214/ijraset.2023.53005
• Chetna Kumari, Merin Meleet, Transformative Trends: A Comprehensive Review of Large Language Models (LLMs) in Healthcare, International Journal of Scientific Research in Engineering and Management , Volume: 08 Issue: 06 | June - 2024
National Conference
1. “ A soft computing approach to Hepatitis-b virus sequence analysis” presented in “Conference on research issues in Engineering and Technology” held at PSG College of Technology, Coimbatore
Consultancy Projects:
1. Samsung PRISM – Phase 3- Samsung R&D
2. Samsung PRISM – Phase 4- Samsung R&D
Industry Collaboration:
1. Wipro-IISC Research & Innovation Network Consortium- Phase 1 and 2
Talks Delivered
• Resource Person for 5 Day FDP on Current Trends in Machine Learning with Python – A Hands-on Approach held at Dayananda Sagar University, July 2020
• Delivered talk on Neural Networks as a part of Centre of Competence- Visual Computing
• Delivered Hands on Session on Deep Learning Models – Internship – Visual Computing
• Delivered sessions on Introduction to Machine Learning- and Supervised Learning- Nov 2023 – Internship
Training Provided – Industry
• Hands on Training sessions conducted for Industry Personnel on Low Code Platforms
• Training sessions conducted for Industry Personnel on Concepts on Network Security, Networks and Internet ( 2023 and 2024 )
Seminars/FDP attended
• Training programme for Engineering college faculty- Industrial AI, data fusion and Computing , IISc Bangalore , February 2023
• An FDP on Algorithms and Complexity organized by NIT, Calicut
• A Workshop on Dot Net Technologies organized by Microsoft and K-MUG
• 4. FDP on Bioinformatics – Algorithms and Tools MHRD, Sponsored by AICTE at NITC
• FDP on Pattern Recognition and Machine Learning TEQIP-II Sponsored , at Dept of CSE, NITC
• National Seminar on Cloud Computing organized by IETE , Calicut Subcenter
• FDP on Android operating system and Application Development organized by VTU – VGST Sponsored at Global Academy of Technology, Bengaluru
• Short Term Course on Research Methodology organized by ISE, RVCE, Bangalore (TEQIP)
• Six day FDP on Advances in Web Intelligence Techniques organized by dept of ISE, CSE & MCA, RVCE, Bangalore.
• Two day workshop on Augmented Reality organised by Dept of ISE, RVCE.
• 6 Days FDP on Big Data – Tools and Techniques organised by Dept of Computer Science, NIT Calicut.
• FDP on Advances in Computing Tools and Technology [ACTT – 2017], jointly organised by Computer Society of India and Dept of ISE.
• National Workshop on Cloud Computing organized by PSG CT and Cordys India
Professional Body Membership:
1. IETE
2. Computer Society of India
Certification Courses Completed : Click here
Others
• Best Paper award at Springer Conference - International Conference on Data Mining and Information Security – West Bengal – 2024
• Co author for the paper titled “A Novel Machine-Learning Approach for Detection and Avoidance of Space Debris Collisions” which was presented at 75th International Astronautical Congress (IAC), Milan, Italy, 14-18 October 2024.
• Top Performing Mentor award from NPTEL – 4 times continuously
• Resource person for technical training of BSF personnel at BSF Campus, Yelahanka
• Member of Department Advisory Board, Dept of CSE, KMCT CE
• Mentored participants at MANAS Codeathon – 2023 by CDAC under the aegis of Office of Principal Scientific Advisor (O/o PSA), Government of India (GoI)
Certification Courses Completed : Click here
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