Dr RAMKUMAR S
MCA, MPhil, PhD
ASSOCIATE PROFESSOR
MCA, MPhil, PhD
ASSOCIATE PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | Indian Stock Market Prediction Using Neural Networks: A Comparative Analysis | Lecture Notes in Networks and Systems / 1469 / 6 / 101 - 112 | 2367-3370 | 01-Oct-2025 |
| 2 | An efficient intelligent transportation system for traffic flow prediction using meta-temporal hyperbolic quantum graph neural networks | Scientific Reports / 15 / 27476 / 1 - 24 | 2045-2322 | 28-Jul-2025 |
| 3 | Simulating online and offline tasks using hybrid cheetah optimization algorithm for patients affected by neurodegenerative diseases | Scientific Reports / 15 / 8951 / 1 - 22 | 2045-2322 | 01-Apr-2025 |
| 4 | Auto-encoder Convolutıonal Neural Network (AECNN) for Apple Fruit Flower Detection | Smart Innovation, Systems and Technologies / 395 / / 95 - 104 | 2190-3018 | 30-Oct-2024 |
| 5 | A novel technique for leaf disease classification using Legion Kernels with parallel support vector machine (LK-PSVM) and fuzzy C means image segmentation | Heliyon / 10 / 12 / 1 - 18 | 2405-8440 | 30-Jun-2024 |
| 6 | Smart Agriculture: Machine Learning Approach for Tea Leaf Disease Detection | Lecture Notes in Networks and Systems / 967 / / 199 - 209 | 2367-3370 | 21-Jun-2024 |
| 7 | An Empirical Framework Using Weighted Feed Forward Neural Network for Supply Chain Resilience (SCR) Strategy Selection | Operations Research Forum / 5 / 2 / 1 - 19 | 2662-2556 | 04-Apr-2024 |
| 8 | A Progressive UNDML Framework Model for Breast Cancer Diagnosis and Classification | Data and Metadata / 3 / 198 / 1 - 12 | 2953-4917 | 07-Feb-2024 |
| 9 | A Deep Learning Based Breast Cancer Classification System Using Mammograms | Journal of Electrical Engineering and Technology / / / 1 - 14 | 1975-0102 | 26-Dec-2023 |
| 10 | Bibliographic Analysis of Soft Computing Components from 1999-2018 in India | International Journal of Intelligent Systems and Applications in Engineering (IJISAE) / 12 / 2S / 322 - 337 | 2147-6799 | 27-Oct-2023 |
| 11 | Deep learning for intelligent transportation: A method to detect traffic violation | AIP Conference Proceedings / 2763 / 1 / 060001-1 - 060001-7 | 1551-7616 | 20-Sep-2023 |
| 12 | Trust Model for Cloud Using Weighted KNN Classification for Better User Access Control | Lecture Notes in Networks and Systems / 673 / / 237 - 248 | 2367-3370 | 02-Jul-2023 |
| 13 | Minimizing Energy Depletion Using Extended Lifespan: QoS Satisfied Multiple Learned Rate (ELQSSM-ML) for Increased Lifespan of Mobile Adhoc Networks (MANET) | Information / 14 / 4 / 244 - | 2078-2489 | 04-May-2023 |
| 14 | Heat and Mass Transport in Casson Nanofluid Flow over a 3-D Riga Plate with Cattaneo-Christov Double Flux: A Computational Modeling through Analytical Method | Symmetry / 15 / 3 / 725 - | 2073-8994 | 26-Apr-2023 |
| 15 | An Automated Path-Focused Test Case Generation with Dynamic Parameterization Using Adaptive Genetic Algorithm (AGA) for Structural Program Testing | Information / 16 / 14 / 1 - 18 | 2078-2489 | 06-Mar-2023 |
| 16 | Classification of Silicon (Si) Wafer Material Defects in Semiconductor Choosers using a Deep Learning ShuffleNet-v2-CNN Model | Advances in Materials Science and Engineering / 2022 / 1829792 / 1 - 12 | 1687-8442 | 15-Sep-2022 |
| 17 | Analysis of error rate for various attributes to obtain the optimal decision tree | International Journal of Intelligent Enterprise / 9 / 4 / 458 - 472 | 1745-3240 | 08-Sep-2022 |
| 18 | Classification of Electroencephalogram Signal for Developing Brain-Computer Interface Using Bioinspired Machine Learning Approach | Computational Intelligence and Neuroscience / 2022 / 4487254 / 1 - 17 | 1687-5273 | 25-Feb-2022 |
| 19 | A scientometric study on components of Soft Computing methods from 1999 to 2019 for top most populated countries from Asian Continent | Applied Nanoscience / / / 1 - 26 | 2190-5517 | 11-Feb-2022 |
| 20 | A Torn ACL Mapping in Knee MRI Images Using Deep Convolution Neural Network with Inception-v3 | Journal of Healthcare Engineering / 2022 / 7872500 / 1 - 9 | 2040-2309 | 08-Feb-2022 |
| 21 | Eye Movement Signal Classification for Developing Human-Computer Interface Using Electrooculogram | Journal of Healthcare Engineering / 2021 / 7901310 / 1 - 11 | 2040-2309 | 08-Dec-2021 |
| 22 | Hybrid clustering algorithm for an efficient brain tumor segmentation | Materials Today: Proceedings / 37 / PART2 / 3002 - 3006 | 2214-7853 | 16-Feb-2021 |
| 23 | A bibliometric study on soft computing techniques and applications in top most populated asian countries | Materials Today: Proceedings / 37 / / 2938 - 2946 | 2214-7853 | 31-Jan-2021 |
| 24 | Survey of machine learning algorithms for breast cancer detection using mammogram images | Materials Today: Proceedings / 37 / / 2738 - 2743 | 2214-7853 | 29-Jan-2021 |
| 25 | Electrooculogram-aided intelligent sensing and high-performance communication control system for massive ALS individuals | The Journal of Supercomputing / 77 / / 6961 - 6978 | 1573-0484 | 04-Jan-2021 |
| 26 | Electrooculogram signal identification for elderly disabled using Elman network | Microprocessors and Microsystems / 82 / / 103811 - | 0141-9331 | 02-Jan-2021 |
| 27 | Performance Of Big Data Analysis Of Sentiments In Twitter Dataset Using Svm Models | International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies / 11 / 13 / 1 - 13 | 1906-9642 | 30-Jun-2020 |
| 28 | Knowledge based fuzzy c‑means method for rapid brain tissues segmentation of magnetic resonance imaging scans with CUDA enabled GPU machine | Journal of Ambient Intelligence and Humanized Computing / / / 1 - 14 | 1868-5145 | 31-May-2020 |
| 29 | Brain-computer interface for amyotrophic lateral sclerosis patients using deep learning network | Neural Computing and Applications / / / 1 - 15 | 1433-3058 | 22-May-2020 |
| 30 | A Review on Modern Electrooculography Based Human Computer Interfaces | International Journal of Advanced Science and Technology / 29 / 9s / 466 - 469 | 2207-6360 | 08-May-2020 |
| 31 | Offline study for implementing human computer interface for elderly paralysed patients using electrooculography and neural networks | International Journal of Intelligent Enterprise / 7 / 1/2/3 / 306 - 321 | 1745-3240 | 24-Jan-2020 |
| 32 | Design and Development of Human Computer Interface Using Electrooculogram with Deep Learning | Artificial Intelligence in Medicine / 102 / 101765 / - | 1873-2860 | 08-Jan-2020 |
| 33 | Electroencephalogram based communication system for locked in state person using mentally spelled tasks with optimized network model | Artificial Intelligence in Medicine / 102 / 101766 / - | 1873-2860 | 04-Jan-2020 |
| 34 | Optimized artificial neural network based performance analysis of wheelchair movement for ALS patients | Artificial Intelligence in Medicine / 102 / / 101754 - | 1873-2860 | 05-Nov-2019 |
| 35 | Signal identification system for developing rehabilitative device using deep learning algorithms | Artificial Intelligence in Medicine / 102 / / 101755 - | 1873-2860 | 05-Nov-2019 |
| 36 | Metaheuristic FIR filter with game theory based compression technique- A reliable medical image compression technique for online applications | Pattern Recognition Letters / 125 / / 7 - 12 | 0167-8655 | 01-Jul-2019 |
| 37 | A Review on Electroencephalogram Based Brain Computer Interface for Elderly Disabled | IEEE Access / 7 / / 36380 - 36387 | 2169-3536 | 02-Apr-2019 |
| 38 | Prospects of Electrooculography in Human-Computer Interface Based Neural Rehabilitation for Neural Repair Patients | IEEE Access / 7 / / 25506 - 25515 | 2169-3536 | 08-Mar-2019 |
| 39 | Brain Computer Interface for Neurodegenerative Person Using Electroencephalogram | IEEE Access / 7 / / 2439 - 2452 | 2169-3536 | 07-Jan-2019 |
| 40 | Offline Analysis for Designing Electrooculogram Based Human Computer Interface Control for Paralyzed Patients | IEEE Access / 6 / / 79151 - 79161 | 2169-3536 | 31-Dec-2018 |
| 41 | A review-classification of electrooculogram based human computer interfaces | Biomedical Research / 29 / 6 / 1078 - 1084 | 0970-938X | 08-Nov-2017 |
| 42 | EOG Signal Classification Using Neural Network For Human Computer Interaction | International Journal of Control Theory and Applications / 9 / 24 / 223 - 231 | 0974-5572 | 16-Sep-2016 |
Blog
| Sl.No. | Title | URL | Subject | Month Year |
| 1 | How can I choose a suitable Neural Network for EEG signal classification ? | https://www.researchgate.net/post/How_can_I_choose_a_suitable_Neural_Network_for_EEG_signal_classification?isAnswerFieldFocused=true | Bio signal Processing | 10/2023 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | 2025 International Conference on Computing Technologies (ICOCT) | RAMKUMAR S,MANIKANDAN RAJAGOPAL ,GOBINATH R,STEPHEN R ,SINDHU V ,ELVIS VIDIT FERNANDIZ,SRINIDHI KULKARNI V | 979-8-3315-2794-5 | / |
| 2 | 2025 International Conference on Computing Technologies and Data Communication, ICCTDC 2025 | GOBINATH R,RAMKUMAR S,STEPHEN R ,SIVA BALAN R V ,MAYANK SAHU,DR. NANDITHA B R,PROF. N.T. VASANTH KUMAR,DR. VIJAY LAXMI K | 979-833152798-3 | / |
| 3 | Proceedings of 2025 International Conference on Computing for Sustainability and Intelligent Future (COMP-SIF) | MANIKANDAN RAJAGOPAL ,RAMKUMAR S,GOBINATH R,STEPHEN R ,SINDHU V ,ELVIS VIDIT FERNANDIZ,NIRANJAN | 979-8-3315-3853-8 | / |
| 4 | Proceedings of International Conference on Computing for Sustainability and Intelligent Future (COMP-SIF) | MANIKANDAN RAJAGOPAL ,APARNA,FATHIMA,BODU VARSHINI,RAMKUMAR S,GOBINATH R,NIRANJAN | 979-8-3315-3853-8 | / |
| 5 | Proceedings of ICMCSI 2025 | MANIKANDAN RAJAGOPAL ,RAMKUMAR S,GOBINATH R,KARTHIKEYAN | 979-8-3315-2267-4 | / |
| 6 | The Role of Blockchain in Disaster Management | MANIKANDAN RAJAGOPAL ,RAMKUMAR S,THIMMIARAJA ,GOBINATH R,SATHESH KUMAR,AYAN KUMAR DAS , SIDDHARTHA BHATTACHARYYA | 978-0-443-13472-2 | / |
| 7 | Smart Satellites: Unveiling the Power of Artificial Intelligence in Space Communication-A Study | RAMKUMAR S,LOGANATHAN | 979-835038960-9 | / |
| 8 | Proceedings of International Conference on Electronics and Sustainable Communication Systems (ICESC 2024) | MANIKANDAN RAJAGOPAL ,MALARKODI,ARUN M,RAMKUMAR S,DR PAULCHAMY | 979-8-3503-7994-5 | / |
| 9 | Proceedings of ICDSIS 2024 | MANIKANDAN RAJAGOPAL ,TRAUN,RAMKUMAR S,GOBINATH R,SIVARAMAN,KRISHNA SWAROOP A | 979-835038166-5 | / |
| 10 | Artificial Intelligence in Forecasting: Tools and Techniques | RAMKUMAR S,MANIKANDAN RAJAGOPAL ,SACHI MOHANTY, PREETHI NANJUNDAN, TEJASWINI KAR | 9781003399292 | / |
| 11 | Internet of Things Vulnerabilities and Recovery Strategies | MANIKANDAN RAJAGOPAL ,RAMKUMAR S,FAHIM MASOODI, ALWI BAMHDI, MAJID AHMAD CHAROO | 9781003474838 | / |
| 12 | Proceedings of International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI) | MANIKANDAN RAJAGOPAL ,RAMKUMAR S,KARUPPUSAMY,HEMALATHA,SATHEESHKUMAR,DR. CHANDRU | 979-8-3503-8944-9 | / |
| 13 | Proceedings of the Third International Conference on Innovative Mechanisms for Industry Applications (ICIMIA 2023) | RAMKUMAR S,DHANUSHA REMA,T. ARCHANA DEVI,ELAVARASI.K,SELVAGANAPATHI.T,S. GOKILA,DR. ASHA S MANEK | 979-8-3503-4363-2 | / |
| 14 | Deep Learning for Smart Healthcare: Trends, Challenges and Applications | MANIKANDAN RAJAGOPAL ,RAMKUMAR S,GOBINATH R,HARIHARASUDHAN | 978-104002137-8 | / |
| 15 | 2023 IEEE International Conference on ICT in Business Industry & Government (ICTBIG) | RAMKUMAR S,MANIKANDAN RAJAGOPAL ,GOBINATH R,G SIVARAMAN,DR. DURGESH KUMAR MISHRA | 979-8-3503-4327-4 | / |
| 16 | 2023 International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS) | RAMKUMAR S,MANIKANDAN RAJAGOPAL ,M.PRABHAKARAN,DR. R. MOHAN | 979-8-3503-0085-7 | / |
| 17 | 2023 International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS) | RAMKUMAR S,MANIKANDAN RAJAGOPAL ,K.SATHESH KUMAR,DR. R. MOHAN | 979-8-3503-0085-7 | / |
| 18 | Proceedings of the 7th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC 2023) | RAMKUMAR S,MANIKANDAN RAJAGOPAL ,GOBINATH R,MANSURALI A,SATHESH KUMAR KARUPPASAMY,DR. SUBARNA SHAKYA | 979-8-3503-4148-5 | / |
| 19 | International Conference on Sustainable Computing and Smart Systems (ICSCSS 2023) | RAMKUMAR S,MANIKANDAN RAJAGOPAL ,DR. B. ANAND | 979-8-3503-3360-2 | / |
| 20 | New Trends in Computational Vision and Bio-inspired Computing | RAMKUMAR S,M.NAGAKANNAN,S.CHANDRA PRIYADHARSHINI,S.NITHYA,A.MAHESWARI,DR. S. SMYS,DR. ABDULLAH M. ILIYASU,DR. ROBERT BESTAK,DR. FUQIAN SHI | 978-3-030-41861-8 | / |
| 21 | New Trends in Computational Vision and Bio-inspired Computing | RAMKUMAR S,M. MUTHU KUMAR,G. VENKATA SUBRAMANI,K. P. KARUPPAIAH,C. ANANDHARAJ,DR. S. SMYS,DR. ABDULLAH M. ILIYASU,DR. ROBERT BESTAK,DR. FUQIAN SHI | 978-3-030-41861-8 | / |
| 22 | 2019 IEEE International Conference on Clean Energy and Energy Efficient Electronics Circuit for Sustainable Development (INCCES) | RAMKUMAR S,G. EMAYAVARAMBAN,K. SATHESH KUMAR,K. SHANKAR,M. ILAYARAJA,P. SRIRAMAKRISHNAN,J. MACKLIN ABRAHAM NAVAMANI,DR. D.DEVARAJ | 978-1-7281-4407-8 | / |
| 23 | Advances in Computerized Analysis in Clinical and Medical Imaging | RAMKUMAR S,G.EMAYAVARAMBAN,J.MACKLINABRAHAM NAVAMANI,R.RENUGA DEVI,A.PREMA,B.BOOBA ,J. DINESH PETER,STEVEN LAWRENCE FERNANDES, CARLOS EDUARDO THOMAZ | 9780429446030 | / |
| 24 | EAI/Springer Innovations in Communication and Computing | RAMKUMAR S,G. EMAYAVARAMBAN,K. SATHESH KUMAR,J.MACKLINABRAHAM NAVAMANI,K.MAHESWARI,P.PACKIA AMUTHA PRIYA,DR. ANANDAKUMAR HALDORAI,ARULMURUGAN RAMU,DR. SUDHA MOHANRAM,DR. CHOW CHEE ONN | 978-3-030-19561-8 | / |
| 25 | EAI/Springer Innovations in Communication and Computing | RAMKUMAR S,K.MAHESWARI,P.PACKIA AMUTHA PRIYA,M.ARUN,DR. ANANDAKUMAR HALDORAI,ARULMURUGAN RAMU,DR. SUDHA MOHANRAM,DR. CHOW CHEE ONN | 978-3-030-19561-8 | / |
| 26 | Expert Systems in Finance Smart Financial Applications in Big Data Environments | RAMKUMAR S,K. SHANKAR,M. ILAYARAJA,P. DEEPALAKSHMI,K. SATHESH KUMAR,S. K.LAKSHMANAPRABU,ANDINO MASELENO, NOURA METAWA,MOHAMED ELHOSENY,ABOUL ELLA HASSANIEN,M. KABIR HASSAN | 9780429024061 | / |
| 27 | 2017 International Conference on Intelligent Sustainable Systems (ICISS) | RAMKUMAR S,K.SATHESH KUMAR ,G.EMAYAVARAMBAN,DR.M.DURAI PANDIAN | 978-1-5386-1959-9 | / |
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 | Fundamentals of peer review | Seminar | Participant) | ElsevierNetherlands | 12/11/2025 | |
| 2 | How to conduct evidence-based research | Seminar | Participant) | ElsevierNetherlands | 29/09/2025 | |
| 3 | What is plagiarism and how to avoid it | Seminar | Participant) | ElsevierNetherlands | 27/08/2025 | |
| 4 | Impact-Driven Research Writing: Connecting Academic Excellence with Social Values | Seminar | Impact-Driven Research Writing: Connecting Academic Excellence with Social Values | Keynote Speaker) | Dayananda Sagar College of Arts Science and Commerce, BangaloreBangalore | 23/08/2025 |
| 5 | Communicating what research is and isn?t | Seminar | Participant) | ElsevierNetherlands | 27/07/2025 | |
| 6 | 2025 International Conference on Computing Technologies & Data Communication (ICCTDC) | Conference | Modern Approaches for Automatic Question Paper Generator | Presenter) | Malnad College of Engineering, Hassan, BangaloreMalnad College of Engineering, Hassan, Bangalore | 04/07/2025 |
| 7 | Diversity in peer review | Seminar | Participant) | ElsevierNetherlands | 23/06/2025 | |
| 8 | IEEE 2025 International Conference on Computing Technologies (ICOCT) | Conference | Analysing Enhanced EEG Based Brain Computer Interface for Motor Imagery Tasks Using Statistical Analysis | Presenter) | Jyothy Institute of Technology, BengaluruBangalore | 13/06/2025 |
| 9 | How researchers benefit from citing data | Seminar | Participant) | ElsevierNetherlands | 18/05/2025 | |
| 10 | 2025 International Conference on Computing for Sustainability and Intelligent Future (COMP-SIF) | Conference | Prompt Engineering Analysis For Chatgpt | Presenter) | BMS Institute of Technology & Management (BMSIT&M)Bangalore | 21/03/2025 |
| 11 | 2025 International Conference on Computing for Sustainability and Intelligent Future (COMP-SIF) | Conference | A Systematic Modern Approaches for Bio Signal Based BCI's | Presenter) | BMS Institute of Technology & Management (BMSIT&M), BangaloreBangalore | 21/03/2025 |
| 12 | How to be realistic about publishing your paper? | Seminar | Participant) | ElsevierNetherlands | 22/02/2025 | |
| 13 | International Conference on Innovative Computing and Communication (ICICC-2025) | Conference | Organizer) | Shaheed Sukhdev College of Business Studies, University of Delhi, New DelhiPatna, India | 14/02/2025 | |
| 14 | International Conference on Smart Trends in Computing and Communications | Conference | Indian Stock Market Prediction Using Neural Networks: A Comparative Analysis | Presenter) | SmartCom - 2025Pune, India | 29/01/2025 |
| 15 | 6th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI 2025) | Conference | Collaborative Model for Sustainable Energy Utilization in Cloud Infrastructure | Presenter) | Purbanchal University, NepalNepal | 07/01/2025 |
| 16 | Powering Data Science with Stunning Visuals in Power BI | Seminar | Powering Data Science with Stunning Visuals in Power BI | Keynote Speaker) | Rohini College of Engineering and Technology, PalkulamRohini College of Engineering and Technology, Palkulam | 23/12/2024 |
| 17 | 6th International Conference on Information Management & Machine Intelligence (ICIMMI-2024) | Seminar | Leveraging Big Data to Analyze Sentiment in MOOC User Comments | Presenter) | Poornima Institute of Engineering and technology, Sitapura Jaipur, RajasthanPoornima Institute of Engineering and technology, Sitapura Jaipur, Rajasthan | 23/12/2024 |
| 18 | How do I review a Data Article? | Seminar | Participant) | ElsevierNetherlands | 18/12/2024 | |
| 19 | 5th International Conference on Data Intelligence and Cognitive Informatics (ICDICI-2024) | Conference | Smart Satellites: Unveiling the Power of Artificial Intelligence in Space Communication-A Study | Presenter) | SCAD College of Engineering and Technology, Tirunelveli, Tamil Nadu, IndiaCheranmahadevi, Tirunelveli | 18/11/2024 |
| 20 | Generative AI in research evaluation | Seminar | Participant) | ElsevierNetherlands | 05/10/2024 | |
| 21 | Transparency in peer review | Seminar | Participant) | ElsevierNetherlands | 29/09/2024 | |
| 22 | Why get involved in peer review | Seminar | Participant) | ElsevierNetherlands | 07/08/2024 | |
| 23 | Android Development | Seminar | Participant) | Vijesha IT Services LLP , BangaloreOnline | 07/08/2024 | |
| 24 | 5th International Conference on Electronics and Sustainable Communication Systems (ICESC 2024) | Conference | Enhanced Predicting Cardiovascular disease in Big data Architecture using ML-AJ technique | Presenter) | Hindusthan Institute of Technology, CoimbatoreCoimbatore | 07/08/2024 |
| 25 | International Conference on Data Science and Big Data Analysis (IDBA 2024) | Conference | Panelist) | Symbiosis University of Applied Sciences and Namibia University of Science and Technology Symbiosis University of Applied Sciences, Indore | 12/07/2024 | |
| 26 | How researchers store, share and use data | Seminar | Participant) | ElsevierNetherlands | 09/07/2024 | |
| 27 | Ethics responsibilities for peer reviewers | Seminar | Participant) | ElsevierNetherlands | 08/06/2024 | |
| 28 | International Conference on Data Science and Information System (ICDSIS - 2024) | Conference | Exploring BERT and Bi-LSTM for Toxic Comment Classification: A Comparative Analysis | Presenter) | Malnad College of EngineeringBangalore | 17/05/2024 |
| 29 | 3rd International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI-2024 | Conference | Optimal Management of Resources in Cloud Infrastructure Through Energy Aware Collaborative Model | Presenter) | St. Joseph's College of Engineering, Chennai Chennai | 09/05/2024 |
| 30 | Generative AI for Educators Certificate | Seminar | Participant) | GoogleOnline | 03/05/2024 | |
| 31 | Recognizing peer reviewers: A webinar to celebrate editors and researchers | Seminar | Participant) | ElsevierNetherlands | 15/03/2024 | |
| 32 | How to manage and publish your research data | Seminar | Participant) | ElsevierNetherlands | 15/03/2024 | |
| 33 | ICT BIG 2023 | Conference | EEG Signals Acquisition and Processing of Mental Tasks for Controlling Smart Systems | Presenter) | Symbiosis University of Applied Sciences Symbiosis University of Applied Sciences | 08/12/2023 |
| 34 | National Webinar on Role of AI and ML in Chandrayaan 1 to Chandrayaan 3 | Seminar | Participant) | Vels Institute of Science, Technology & Advanced Studies (VISTAS), ChennaiVels Institute of Science, Technology & Advanced Studies (VISTAS), Chennai | 21/10/2023 | |
| 35 | International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS 2023) | Conference | AI based Variable Step Size Block Least Mean Square Filter for Noise Cancellation System | Presenter) | M.P. NACHIMUTHU M. JAGANATHAN ENGINEERING COLLEGE Chennimalai, ErodeErode | 19/10/2023 |
| 36 | International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS 2023) | Conference | Area and Energy Efficient Method using AI for Noise Cancellation in Ear Phones | Presenter) | M.P. NACHIMUTHU M. JAGANATHAN ENGINEERING COLLEGE Chennimalai, ErodeErode | 19/10/2023 |
| 37 | Thinking numbers in pictures: Data visualization for research articles | Seminar | Participant) | ElsevierNetherlands | 20/08/2023 | |
| 38 | The AI Ladder: A Framework for Deploying AI in your Enterprise | Seminar | Participant) | IBMOnline | 01/08/2023 | |
| 39 | Data Science Workshop | Seminar | Participant) | Trendnologies, ChennaiTrendnologies, Chennai | 22/07/2023 | |
| 40 | Chat GPT - A step forward to Conversational Excellence | Seminar | Participant) | Don Bosco College, Yelagiri Hills, TirupatturDon Bosco College, Yelagiri Hills, Tirupattur | 06/07/2023 | |
| 41 | International Conference on IoT Based Control Networks and Intelligent Systems ICICNIS 2023 | Conference | A Conceptual Framework for AI Governance in Public Administration ? A Smart Governance Perspective | Presenter) | REVA University, Bengaluru.REVA University, Bengaluru. | 21/06/2023 |
| 42 | From article to art: Creating visual abstracts | Seminar | Participant) | ElsevierNetherlands | 16/06/2023 | |
| 43 | 3rd International Conference Data Science & Big Data Analytics (IDBA-ACMWIR 2023) | Conference | Probabilistic Data Structure using hashing technique for big data security de-duplication in cloud environment | Presenter) | Sri Aurobindo Institute of Technology, Indore, India Sri Aurobindo Institute of Technology, Indore, India | 16/06/2023 |
| 44 | International Conference on Sustainable Computing and Smart Systems (ICSCSS 2023) | Conference | Exploring Bio Signals for Smart Systems: An Investigation into the Acquisition and Processing Techniques | Presenter) | Hindusthan College of Engineering and Technology Coimbatore, IndiaCoimbatore | 14/06/2023 |
| 45 | How to write an abstract and improve your article | Seminar | Participant) | ElsevierNetherlands | 12/05/2023 | |
| 46 | International webinar on 6G Wireless Communications | Seminar | Participant) | Vels Institute of Science Technology and Advanced Studies (VISTAS), ChennaiVels Institute of Science Technology and Advanced Studies (VISTAS), Chennai | 27/04/2023 | |
| 47 | Data Analytics Fundamentals | Seminar | Participant) | AMAZON WEB SERVICESonline | 16/04/2023 | |
| 48 | National Level Virtual Seminar on - Innovative Technologies and Job Opportunities in Web 3.0 Metaverse and Live Streaming Media | Seminar | Participant) | Sathyabama Institute of Science and Technology, ChennaiSathyabama Institute of Science and Technology, Chennai | 15/04/2023 | |
| 49 | Using proper manuscript language | Seminar | Participant) | Researcher Academy - ElsevierNetherlands | 11/04/2023 | |
| 50 | AWS Skills Center: Introduction to Computer Technology | Seminar | Participant) | AMAZON WEB SERVICESonline | 11/04/2023 | |
| 51 | ChatGPT : Its Impact on Higher Education & Academic Libraries | Seminar | Participant) | DELNET / IEEECOMPUTER SOCIETY/ ACM/ CSIUSA | 16/03/2023 | |
| 52 | Structuring your article correctly | Seminar | Participant) | ElsevierNetherlands | 08/03/2023 | |
| 53 | International Conference on Human Machine Interaction In The Digital Era(ICHMIDE - 2023) | Conference | Artificial Intelligence (AI) Enabled Decision Framework for Supply Chain Resilience (SCRS) | Presenter) | SRM Institute of Science and Technology, ChennaiSRM Institute of Science and Technology, Chennai | 24/02/2023 |
| 54 | International Conference on Human Machine Interaction In The Digital Era(ICHMIDE - 2023) | Conference | Recommender Model for E-Learning Environment using Enhanced Support Vector Space Model(ESVM) | Presenter) | SRM Institute of Science and Technology, ChennaiSRM Institute of Science and Technology, Chennai | 24/02/2023 |
| 55 | Chat GPT for Coding | Seminar | Participant) | JIS College of EngineeringWest Bengal | 15/02/2023 | |
| 56 | International Conference On Expert Clouds And Applications (ICOECA 2023) | Conference | Trust model for cloud using weighted KNN classification for better user access control | Presenter) | R V College of Engineering , BangaloreR V College of Engineering , Bangalore | 09/02/2023 |
| 57 | How to leverage open hardware to improve your research | Seminar | Participant) | Researcher Academy - ElsevierNetherlands | 03/02/2023 | |
| 58 | How to turn your thesis into an article | Seminar | Participant) | Researcher Academy - ElsevierNetherlands | 03/02/2023 | |
| 59 | How to promote your research for maximum impact | Seminar | Participant) | ElsevierNetherlands | 05/01/2023 | |
| 60 | Fundamentals of open access | Seminar | Participant) | ElsevierNetherlands | 05/01/2023 | |
| 61 | Recent Research Convergence in Artificial Intelliegence and Internet of Things | Seminar | Participant) | Bon Secours College for WomenThanjavur | 21/12/2022 | |
| 62 | Emerging Technologies In Computer Science Research | Seminar | Participant) | PPG College of Arts and Science, CoimbatoreCoimbatore | 19/12/2022 | |
| 63 | Models of peer review | Seminar | Participant) | ElsevierNetherlands | 04/12/2022 | |
| 64 | Publishing open access | Seminar | Participant) | ElsevierNetherlands | 04/12/2022 | |
| 65 | I just got a review invite, what?s next? | Seminar | Participant) | ElsevierNetherlands | 04/12/2022 | |
| 66 | Advanced Techniques in Computing Sciences and Applications | Seminar | Participant) | Saveetha College of Liberal Arts and SciencesChennai | 19/11/2022 | |
| 67 | International Seminar on Deep Learning Techniques on Medical Image Classification | Seminar | Participant) | M.Kumarasamy College of Engineering , KarurKarur | 11/11/2022 | |
| 68 | Funding | Seminar | Participant) | ElsevierNetherlands | 09/10/2022 | |
| 69 | Fundamentals of manuscript preparation | Seminar | Participant) | ElsevierNetherlands | 09/10/2022 | |
| 70 | How to prepare a proposal for a review article | Seminar | Participant) | Researcher Academy - ElsevierNetherlands | 09/10/2022 | |
| 71 | Research collaborations | Seminar | Participant) | Researcher Academy - ElsevierNetherlands | 08/10/2022 | |
| 72 | Social impact | Seminar | Participant) | Researcher Academy - ElsevierNetherlands | 03/10/2022 | |
| 73 | Research data management | Seminar | Participant) | ElsevierNetherlands | 03/10/2022 | |
| 74 | How to design effective figures for review articles | Seminar | Participant) | Researcher Academy - ElsevierNetherlands | 30/09/2022 | |
| 75 | Rendezvous with Experts Session 3 | Seminar | Organizer) | Christ UniversityChrist University, Kengeri | 26/09/2022 | |
| 76 | Rendezvous with Experts Session 2 | Seminar | Organizer) | Christ UniversityChrist University, Kengeri | 20/09/2022 | |
| 77 | Ace statistical thinking for research | Seminar | Participant) | Wiley Conducted in Online by Wiley | 07/09/2022 | |
| 78 | Rendezvous with Experts | Seminar | Organizer) | Christ UniversityChrist University, Kengeri | 06/09/2022 | |
| 79 | Master data analysis and visualizations using R | Seminar | Participant) | Christ UniversityOnline Conducted by Wiley | 31/08/2022 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Unlocking Innovation: Advanced Research Methodologies for the Modern Scholar | M.Sc Data Science and BCA Orientation Program | 01/07/2024 | CHRIST University |
| 2 | Department Programme Structure / Academic Requirements | M.Sc Data Science Orientation Program | 28/06/2024 | CHRIST University |
| 3 | Class Teacher Orientation | B.Sc CM Orientation Program | 20/06/2024 | CHRIST University |
| 4 | Dashboard Visualization Using Power BI | M.Sc Data Science Orientation Program | 18/06/2024 | CHRIST University |
MPhil/PhD Guided/Adjudicated
| Sl.No. | Title | Name of Student | Institution | Role | Status | Month Year |
| 1 | Honeynetcloud Investigation Model, A Preventive Process Model For IOT Forensics | Jayakrishnan A R | Bharathiar University | Examiner | ||
| 2 | Optimizing Resource Utilization and Energy Consumption for Cloud Data Centers Using Dynamic Virtual Machine Consolidation | Akram Saeed Aglan Alhammadi | Bharathiar University | Examiner | ||
| 3 | Hybrid Sub-Band Architecture Based Image Fusion With Optimization Using Variation Frame Work | R. Vijayakumar | Bharathiar University | Examiner | ||
| 4 | Early Customer Churn Prediction Using Attention Based Grbilstm | M.JOHN BRITTO | Vels University | Examiner | ||
| 5 | An Investigation on Design of an Intrusion Detection System (IDS) to Detect TCP-SYN Flood Attack in Cloud Environment | C.Bagyalakshmi | Bharathiar University | Examiner | ||
| 6 | tna-sdt: trustworthy based neighbor anonymity and secure data transmission in wireless sensor networks | N.DIVYA | Bharathiar University | Examiner | ||
| 7 | Optimal Distributed Attack Detection Model Using Deep Learning for IOT | Mr. Ramesh Babu Meenigi | Christ University | Examiner | ||
| 8 | A Novel Remote Sensing Image Retrieval Method Using Intersected Similarity And Clustering Index (Isci)Transfer Learning | D.SHUNMUGA KUMARI | Vels University | Examiner | ||
| 9 | Detection of Chronic Kidney Disease Using An Enhanced Optimised Deep Learning Approaches | P.USHA | Bharathiar University | Examiner | ||
| 10 | Video Based License Plate Recognition for Identifying Motorcyclists without Helmets | C.Rajkumar | Bharathiar University | Examiner | ||
| 11 | Innovative Swarm intelligence Techniques for Effective Denoising of Gray Images: Algorithmic Adaptations and Enhancements | MANJULA KA | Bharathiar University | Examiner | ||
| 12 | Adaptive Secured Multipath Routing Protocol for Mobile Ad-HOC Networks | KANCHANA K R | Bharathiar University | Examiner | ||
| 13 | Secure Multipath Routing and Keys Sharing with Four Stage Security Algorithm for Enhancing Performance in Mobile Ad Hoc Network | CHANDRA PRABHA C | Bharathiar University | Examiner | ||
| 14 | Design And Development Of A Novel Intrusion Detection System Using Deep Learning Techniques | L. SARALADEVE | Bharathiar University | Examiner | ||
| 15 | Secured Data Deduplication Model For Semantic Information Retrieval In Hadoop Environment | V.Vadivu | Bharathiar University | Examiner | ||
| 16 | Secure Wsn For Attack Prevention Using A Novel Certificate- Based Cryptography And Optimized Encryption Algorithms With Internet Protocol Security (Ipsec) | BANUPRIYA.G | Bharathiar University | Examiner | ||
| 17 | Design And Development Of Optimization Algorithms For Efficient Prediction Of Crop Yield And Crop Disease Using Machine Learning Techniques | SARITHA. S | Bharathiar University | Examiner | ||
| 18 | A Novel Approach on Web Page Personalization Using Enhanced Weighted Clustering Approach with Nelder-Mead Based Artificial Flora Optimization | Vaishnavi A | Bharathiar University | Examiner | ||
| 19 | An Efficient Classification with Pre-Dominant Feature Selection on Medicinal Data Using An Enhanced Quantum Dragonfly Optimization | B.Prabadevi | Bharathiar University | Examiner | ||
| 20 | A Competent Trust Modeling Based Security Scheme for MANET | VIJAY ANAND K | Bharathiar University | Examiner | ||
| 21 | Intelligent Descriptive Answer E-Assessment System (Ideas) | Ms. P Sree Lakshmi (SRN ? R18PCA06) | REVA University | Examiner | ||
| 22 | Advancing precision agriculture through enhanced plant leaf disease classification integrating real time data for agile response | Ms R Salini (Reg No. 162003152) | SAVEETHA University (SIMATS) | Examiner | ||
| 23 | A DEEP LEARNING MODEL FOR AUTOMATED THYROID DISEASE DETECTION AND CLASSIFICATION USING ULTRASOUND IMAGES | SATHYA J | Christ University | Supervisor | Ongoing | March 2025 |
| 24 | Design And Development Of A Smart System For Crop Recommendation Using Deep Learning Models | Ms. Sneha N (SRN - R20PCS10) | REVA University | Examiner | ||
| 25 | A Hybrid Framework Leveraging Nature-Inspired Algorithms and The Enhanced Data Quality Rule (EDQR) Model for Futuristic Big Data Analytics | K.DHARANI | Bharathiar University | Examiner | ||
| 26 | Unified Deep Learning Framework For Parkinson?S Disease Prediction Using Multi-Modal Data | SASIREKHA S | Bharathiar University | Examiner |
Patents
| Sl.No. | Title of Invention | Inventor(s) | Filing Date |
| 1 | AI Based Health Care Chatbot System | KIRUBANAND V B,ROHINI V,SANGEETHA G,RAMKUMAR S,SUSHIL KUMAR BANSAL,RITHIKHA SHARMA,A BALTHILAK,SUCHITRA,A KATHIRAVAN,DR KANNAN | 13-Sep-2024 |
| 2 | Internet of Things based Surveillance Camera | RAMKUMAR S,MANIKANDAN RAJAGOPAL ,GOBINATH R,MANSUR ALI,ASHOK J | 09-May-2023 |
| 3 | Cash Counting Machine with Finger Print Sensor | RAMKUMAR S,MANIKANDAN RAJAGOPAL , DR. J. THIMMIA RAJA,GOBINATH R,DR. T. DHILIPAN RAJKUMAR | 13-Nov-2022 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Bibliometric Study of Soft Computing Techniques and its Applications | RAMKUMAR S, RAMKUMAR.SMR.S.KARTHEESWARAN,RAMKUMAR.SV. LAVAKUMAR,RAMKUMAR.SG. ELANJIYAM | External | |
| 2 | International Conference on Applied Soft Computing Techniques | RAMKUMAR S | COUNCIL OF SCIENTIFIC AND INDUSTRIAL RESEARCH | External |
| 3 | Brain Computer Interface for Paralyzed Individuals using EEG Signals | RAMKUMAR S, GOBINATH R,SINDHU V ,STEPHEN R ,MANIKANDAN RAJAGOPAL | Internal | |
| 4 | Measuring the Impurities and Degradation of Lake Water around Bengaluru City using Deep Learning Techniques | SIVA BALAN R V , RAMKUMAR S,RAJU RAMAKRISHNA GONDKAR,JAYADURGA R | Internal | |
| 5 | Automatic Question Paper Generator using Generative AI | GOBINATH R, RAMKUMAR S,STEPHEN R ,SIVA BALAN R V ,LAXMI BASAPPA DHARMANNAVAR | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Technology Integrated Pathways to achieve the Sustainable Development Goals (SDGs) | Rajalakshmi Institute of Technology, Chennai, Rajalakshmi Institute of Technology, Chennai | International | Participant | 17/11/2025 |
| 2 | Intelligent Automation For the Digital Age | Hindusthan College of Arts & Science ( Autonomous),Coimbatore, Hindusthan College of Arts & Science | National | Participant | 10/09/2025 |
| 3 | Artificial Intelligence for Teaching Pedagogy | Seshadripuram Degree College, Mysuru, Seshadripuram Degree College | Regional | Participant | 06/09/2025 |
| 4 | Android Studio Tutorial | Great Learning Academy, Great Learning Academy | International | Participant | 27/07/2025 |
| 5 | Emerging Research Skills: AI Tools, Plagiarism Reduction & Ethical Publishing | SRM Institute of Science and Technology, Chennai, SRM Institute of Science and Technology, Chennai | Participant | 22/07/2025 | |
| 6 | Data Analysis and Visualization Tools: A Hands- on Approach Using SPSS, Stata, Power BI, & Tableau | CHRIST (Deemed to be University), | Regional | Invited Resource Person/Trainer | 16/07/2025 |
| 7 | Write, Revise, Excel: A Technical Writing Workshop | Dayananda Sagar College of Arts Science and Commerce, Bangalore, Dayananda Sagar College | National | Invited Resource Person/Trainer | 15/07/2025 |
| 8 | Improving Research Writing Skills | CHRIST (Deemed to be University), | Institutional | Invited Resource Person/Trainer | 12/07/2025 |
| 9 | INTELLIGENT AUTOMATION: SHAPING THE FUTURE WITH ARTIFICIAL INTELLIGENCE | G.T.N. ARTS COLLEGE (Autonomous), Dindigul, G.T.N. ARTS COLLEGE (Autonomous), Dindigul | International | Participant | 17/03/2025 |
| 10 | Navigating the Artificial Intelligence (AI) Revolution: A Guide to Business Transformation and Innovation | Madanapalle Institute of Technology & Science, Andhra Pradesh, Madanapalle Institute of Technology & Science | National | Invited Resource Person/Trainer | 17/02/2025 |
| 11 | INTELLIGENT AUTOMATION: SHAPING THE FUTURE WITH ARTIFICIAL INTELLIGENCE | G.T.N. ARTS COLLEGE (Autonomous), Dindigul, G.T.N. ARTS COLLEGE (Autonomous), Dindigul | International | Invited Resource Person/Trainer | 17/02/2025 |
| 12 | Integrating Indian Knowledge Systems with Modern Information Technologies: Bridging Tradition and Innovation | Nehru Arts and Science College, Coimbatore, Nehru Arts and Science College | National | Invited Resource Person/Trainer | 03/02/2025 |
| 13 | Drone Data and AI Application in the Area of Research | CHRIST (Deemed to be University), | Institutional | Participant | 08/10/2024 |
| 14 | Workshop on Power BI | CHRIST (Deemed to be University), | Institutional | Invited Resource Person/Trainer | 02/09/2024 |
| 15 | Android Application Development | Great Learning Academy, | International | Participant | 23/06/2024 |
| 16 | Navigating Academic Conferences, Journal Publications and Digital Object Identifiers(DOIs): A Comprehensive Workshop | RSP Science Hub, Coimbatore, | National | Participant | 03/05/2024 |
| 17 | Workshop on Visualization Using Power BI | Mahalingam College of Engineering, Pollachi, Mahalingam College of Engineering, Pollachi | National | Invited Resource Person/Trainer | 28/03/2024 |
| 18 | Lean Six Sigma for Higher Education Institution | CHRIST (Deemed to be University), | National | Participant | 11/12/2023 |
| 19 | Deep Learning Case Studies | CHRIST (Deemed to be University), TCS, | National | Participant | 25/10/2023 |
| 20 | Workshop on Power BI | Department of Commerce, Finance and Accountancy, Christ University, | Institutional | Invited Resource Person/Trainer | 04/10/2023 |
| 21 | Visualization Using Power BI | RajaraRajeswari College of Engineering, Bengaluru, RajaraRajeswari College of Engineering, Bengaluru | Regional | Invited Resource Person/Trainer | 23/09/2023 |
| 22 | Strategic Guidance for NTA NET in Computer Applications | SRM Institute of Science and Technology, Chennai, SRM Institute of Science and Technology, Chennai | National | Participant | 03/06/2023 |
| 23 | Education 5.0 | Dr. M.G.R Educational and Research Institute, Chennai, | Institutional | Participant | 15/05/2023 |
| 24 | 5 Days Online National Faculty Development Program On Deep Dive Into Cloud Computing - Case Studies And Industry Practices | SRM INSTITUTE OF SCIENCE AND TECHNOLOGY, Ramapuram Campus, Chennai, | National | Participant | 13/03/2023 |
| 25 | Selection of Scholary Journals and Web Visibility-Strategies and Techniques | Dhanraj Baid Jain College, Chennai, Dhanraj Baid Jain College, Chennai | National | Participant | 20/02/2023 |
| 26 | RESEARCH METHODOLOGY | SRI KANYAKA PARAMESWARI ARTS & SCIENCE COLLEGE FOR WOMEN, Chennai, SRI KANYAKA PARAMESWARI ARTS & SCIENCE COLLEGE | National | Participant | 13/02/2023 |
| 27 | Application of Data Science and Machine learning in Research Process | Nagarjuna Degree College, Bangalore, Nagarjuna Degree College, Bangalore | National | Participant | 13/02/2023 |
| 28 | NATIONAL QUIZ ON AI-TODAY | Christ University, | National | Participant | 08/01/2023 |
| 29 | Recent Advancement in Intelligent Computing Technologies | SriKrishna College of Engineering and Technology, Coimbatore, | International | Participant | 19/12/2022 |
| 30 | Preparation of Research Grants Proposal in Social Studies | Dhanraj Baid Jain College, Chennai, | National | Participant | 12/12/2022 |
| 31 | 5 day Faculty Development Program on Curriculum Design and Revision with specific focus on OBE | CHRIST (Deemed to be University), | Institutional | Participant | 05/12/2022 |
| 32 | Faculty Development Programme on ?Impact of Artificial Intelligence? | DR. SNS RAJALAKSHMI COLLEGE OF ARTS AND SCIENCE, Coimbatore., DR. SNS RAJALAKSHMI COLLEGE OF ARTS AND SCIENCE, C | National | Participant | 07/11/2022 |
| 33 | 5-Day International Online FDP Series on Trending Technologies | Measi institute of information technology, Chennai, Measi institute of information technology, Chennai | International | Participant | 01/11/2022 |
| 34 | National level Faculty Development Program on Artificial Intelligence and Cloud Computing | Department of Biotechnology (DBT), Govt of India -Star College Scheme, Sri Ramakrishna College of Arts and Science, Coimb | National | Invited Resource Person/Trainer | 31/10/2022 |
| 35 | Orientation Program | Christ University, | National | Participant | 11/10/2022 |
| 36 | Responsible use of research metrics | ELSEVIER Researcher Academy, | International | Participant | 30/09/2022 |
| 37 | What journal acceptance rates really mean | ELSEVIER Researcher Academy, | International | Participant | 30/09/2022 |
| 38 | CiteScore for early career researchers | ELSEVIER Researcher Academy, | International | Participant | 30/09/2022 |
| 39 | Introduction to PlumX | ELSEVIER Researcher Academy, | International | Participant | 30/09/2022 |
| 40 | Research metrics | ELSEVIER Researcher Academy, | International | Participant | 30/09/2022 |
| 41 | Creating MEME?s on Analytics | Christ University, | Institutional | Organiser & Participant | 30/09/2022 |
| 42 | value added course on Java Programming | Christ University, | Institutional | Organiser & Presenter | 07/09/2022 |
| 43 | Data Science : A Revelation of the Modern Digital ERA | SRM INSTITUTE OF SCIENCE AND TECHNOLOGY, SRM INSTITUTE OF SCIENCE AND TECHNOLOGY | National | Invited Resource Person/Trainer | 30/08/2022 |
| 44 | Induction Program | Christ University, | National | Participant | 28/07/2022 |
| 45 | National Intellectual Awareness Mission | Government of India, | National | Participant | 12/07/2022 |
| 46 | Faculty Development programme1 - 2022 | Centre for Education Beyond Curriculum and IQAC, Christ University, | Institutional | Participant | 06/07/2022 |
| 47 | Python Fundamentals for Beginners | Great Learning Academy, | International | Participant | 04/06/2022 |
| 48 | Faculty Development Programme on Patents and Innovative Teaching and Research and Methodology | BISHOP HEBER COLLEGE, THIRUCHIRAPPALLI, BISHOP HEBER COLLEGE, THIRUCHIRAPPALLI | National | Participant | 02/03/2022 |
| 49 | 5-day online FDP on the theme ?Inculcating Universal Human Values in Technical Education? | All India Council for Technical Education(AICTE), kalasalingam Academy of Research and Education | National | Participant | 06/12/2021 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Reviewer | Medicina journal from Switzerland | 14 July 2022 | |
| 2 | Reviewer | Microprocessors and Microsystems, Elsevier | 30 December 2021 | |
| 3 | Reviewer | Reviewer, Future Generation Computer Systems, Elsevier | Future Generation Computer Systems, Elsevier | 28 November 2018 |
| 4 | Reviewer | Reviewer, Informatics in Medicine Unlocked, Elsevier | Informatics in Medicine Unlocked, Elsevier | 20 February 2020 |
| 5 | Reviewer | Reviewer, International Journal of Environmental Research and Public Health, Switzerland | International Journal of Environmental Research and Public Health, Switzerland | 30 June 2022 |
| 6 | Reviewer | Reviewer, Sensors, MDPI, Switzerland | Sensors, Switzerland | 11 April 2022 |
| 7 | Reviewer | Reviewer, Healthcare journal from MDPI, Switzerland | Healthcare, Switzerland | 02 April 2022 |
| 8 | Reviewer | Reviewer, International Journal of Environmental Research and Public Health, Switzerland | International Journal of Environmental Research and Public Health, Switzerland | 18 August 2022 |
| 9 | Question Paper Setter | Question Paper Setter for Sri G.V.G.Visalakshi College for Women (Autonomous) Udumalpet | G.V.G.Visalakshi College for Women (Autonomous) | 10 September 2022 |
| 10 | Doctoral Committee Member | DC Member | Bharathiar University | 16 September 2022 |
| 11 | Reviewer | Reviewer, Life, Switzerland | Life, Switzerland | 21 September 2022 |
| 12 | Reviewer | Reviewer, Electronics, MDPI, Switzerland | Electronics, Switzerland | 19 October 2022 |
| 13 | Reviewer Certificate | Journal of Soft Computing Exploration (JOSCEX), Certificate for recognized Reviewer in the September 2022 edition. | Journal of Soft Computing Exploration (JOSCEX) | 27 October 2022 |
| 14 | Reviewer | Reviewer, Bioengineering, MDPI, Switzerland | Bioengineering, MDPI, Switzerland | 03 November 2022 |
| 15 | Reviewer | Reviewer, Brain Sciences, MDPI, Switzerland | Brain Sciences, MDPI, Switzerland | 03 November 2022 |
| 16 | Reviewer | Reviewer, Applied Sciences, Switzerland | Applied Sciences, Switzerland | 20 November 2022 |
| 17 | Editorial Board | Editorial Board Member for International Journal of Scientific & Engineering Research, ISSN 2229-5518 | International Journal of Scientific & Engineering Research | 01 December 2022 |
| 18 | Reviewer | Reviewer, Electronics, MDPI, Switzerland | Electronics, Switzerland | 20 December 2022 |
| 19 | Reviewer Certificate | Reviewer, Bioengineering, MDPI, Switzerland | Bioengineering, MDPI, Switzerland | 05 January 2023 |
| 20 | Discuss Throw | Won Third place in Discuss Throw | CHRIST University | 14 January 2023 |
| 21 | Reviewer Certificate | Reviewer, Applied System Innovation, MDPI, Switzerland | Applied System Innovation, MDPI, Switzerland | 03 February 2023 |
| 22 | Reviewer | Reviewer, Journal of Digital Imaging, Springer | SPRINGER | 06 February 2023 |
| 23 | Research Advisory Committee Panel Member | Research Advisory Committee Panel Member | Vels Institute of Science, Technology and Advanced Studies (VISTAS)(Formerly Vels University) | 15 February 2023 |
| 24 | Reviewer | Reviewer, Signals, MDPI, Switzerland | Signals, Switzerland | 17 February 2023 |
| 25 | Best Paper Award | Best Paper Award, International Conference on Human Machine Interaction In The Digital Era(ICHMIDE - 2023) | SRM Institute of Science and Technology, Chennai | 24 February 2023 |
| 26 | Reviewer | Reviewer, Image and Vision Computing, Elsevier, Netherlands | Image and Vision Computing, Elsevier, Netherlands | 02 March 2023 |
| 27 | Reviewer | Reviewer, Medical and Biological Engineering and Computing, Springer Nature, China | Medical and Biological Engineering and Computing, Springer Nature, China | 02 March 2023 |
| 28 | Reviewer | Reviewer, Applied Sciences, Switzerland | Applied Sciences, Switzerland | 07 March 2023 |
| 29 | Reviewer | Reviewer, Processes, Switzerland | Processes, Switzerland | 18 March 2023 |
| 30 | Reviewer | Reviewer, Measurement: Sensors, Elsevier, Netherlands | Measurement: Sensors, Elsevier, Netherlands | 01 April 2023 |
| 31 | Reviewer | Reviewer, Diagnostics, Switzerland | Diagnostics, Switzerland | 18 April 2023 |
| 32 | Reviewer | Reviewer, Brain Sciences, Switzerland | Brain Sciences, Switzerland | 24 April 2023 |
| 33 | Reviewer | Reviewer, Biosensors, Switzerland | Biosensors, Basel, Switzerland | 14 May 2023 |
| 34 | Reviewer | Reviewer, International Conference on Computational Sciences and Sustainable Technologies, Christ University, Bangalore | Christ University, Bangalore | 17 May 2023 |
| 35 | Reviewer | Reviewer, Applied Sciences, Switzerland | Applied Sciences, Switzerland | 30 May 2023 |
| 36 | Reviewer | Reviewer, International Journal of Computing and Digital Systems, Bahrain | International Journal of Computing and Digital Systems, Bahrain | 02 June 2023 |
| 37 | Reviewer | Reviewer, Brain Sciences, Switzerland | Brain Sciences, Switzerland | 14 June 2023 |
| 38 | Reviewer | Reviewer, Measurement: Sensors, Elsevier, Netherlands | Measurement: Sensors, Elsevier, Netherlands | 12 June 2023 |
| 39 | Reviewer | Reviewer, sustainability, Switzerland | Sustainability, Switzerland | 29 June 2023 |
| 40 | Reviewer | Reviewer, Image and Vision Computing, Elsevier, Netherlands | Image and Vision Computing, Elsevier, Netherlands | 10 July 2023 |
| 41 | Reviewer | Reviewer, Brain Sciences, Switzerland | Brain Sciences, Switzerland | 14 July 2023 |
| 42 | Reviewer | Reviewer, Brain Sciences, Switzerland | Brain Sciences, Switzerland | 01 August 2023 |
| 43 | Reviewer | International Journal of Image and Graphics, World Scientific, Singapore | International Journal of Image and Graphics, World Scientific, Singapore | 17 August 2023 |
| 44 | Reviewer | Reviewer, Journal of Personalized Medicine, MDPI, Switzerland | Journal of Personalized Medicine, MDPI, Switzerland | 30 August 2023 |
| 45 | Reviewer | Reviewer, IFAC Journal of Systems & Control , Elsevier, Netherlands | IFAC Journal of Systems & Control , Elsevier, Netherlands | 05 November 2023 |
| 46 | Reviewer | Reviewer, Heliyon, Netherlands | Heliyon, Elsevier, Netherlands | 22 December 2023 |
| 47 | Reviewer | Reviewer, Sensors, Switzerland | Sensors, Switzerland | 31 January 2024 |
| 48 | Reviewer | Reviewer, BioMedInformatics, Switzerland | BioMedInformatics, Switzerland | 31 January 2024 |
| 49 | Reviewer | Reviewer, Diagnostics, Switzerland | Diagnostics, Switzerland | 18 December 2023 |
| 50 | Reviewer | Reviewer, Brain Sciences, Switzerland | Brain Sciences, Switzerland | 18 December 2023 |
| 51 | Reviewer | Reviewer, Brain Sciences, Switzerland | Brain Sciences, Switzerland | 19 February 2024 |
| 52 | Reviewer | Reviewer, Sensors, Switzerland | Sensors, Switzerland | 03 April 2024 |
| 53 | Reviewer | Reviewer, Vision, Switzerland | Vision, Switzerland | 03 April 2024 |
| 54 | Reviewer | Reviewer, Big Data and Cognitive Computing, Switzerland | Big Data and Cognitive Computing, Switzerland | 01 May 2024 |
| 55 | Reviewer | Reviewer, mathematics, Switzerland | mathematics, Switzerland | 15 July 2024 |
| 56 | Doctoral Committee Member | DC Member | Karunya Institute of Technology and Sciences | 16 July 2024 |
| 57 | Reviewer | Reviewer, Bioengineering, Switzerland | Bioengineering, Switzerland | 28 July 2024 |
| 58 | Reviewer | Reviewer, Biomimetics, Switzerland | Biomimetics, Switzerland | 07 August 2024 |
| 59 | Examiner for PhD Colloquium | Examiner for PhD Colloquium, REVA University, Bangalore | REVA University, Bangalore | 10 August 2024 |
| 60 | Reviewer | Reviewer, Behavioral Sciences, Switzerland | Behavioral Sciences, Switzerland | 24 September 2024 |
| 61 | External Examiner | SURANA COLLEGE (AUTONOMOUS),South End Road, Bangalore-560004 | SURANA COLLEGE | 27 September 2024 |
| 62 | Reviewer | Reviewer, Diagnostics, Switzerland | Diagnostics, Switzerland | 09 November 2024 |
| 63 | Reviewer | Reviewer, Cancers, MDPI, Switzerland | Cancers, MDPI, Switzerland | 22 November 2024 |
| 64 | Reviewer | Reviewer, Cancers, MDPI, Switzerland | Cancers, MDPI, Switzerland | 03 January 2025 |
| 65 | Reviewer | Reviewer, Diagnostics, Switzerland | Diagnostics, Switzerland | 03 January 2025 |
| 66 | Doctoral Committee Member | DC Member | Karunya Institute of Technology and Sciences | 24 January 2025 |
| 67 | Reviewer | Reviewer, Algorithms, Switzerland | Algorithms, MDPI, Switzerland | 28 January 2025 |
| 68 | Reviewer | Reviewer, Cancers, MDPI, Switzerland | Cancers, MDPI, Switzerland | 26 February 2025 |
| 69 | Reviewer | Reviewer, Image and Vision Computing, Elsevier, Netherlands | Image and Vision Computing, Elsevier, Netherlands | 28 February 2025 |
| 70 | Editorial Board Member | Editorial Board Member, Deep Science Publishing, India &Turkey | Deep Science Publishing, Turkey | 23 May 2025 |
| 71 | Reviewer | Reviewer, Image and Vision Computing, Netherlands | Reviewer, Image and Vision Computing, Netherlands | 29 May 2025 |
| 72 | Reviewer | Reviewer, Diagnostics, Switzerland | Diagnostics, MDPI, Switzerland | 17 June 2025 |
| 73 | Doctoral Committee Member | External Examiner | Rathinam College of Arts and Science, Coimbatore | 19 July 2025 |
| 74 | Reviewer | Reviewer, Brain Sciences, Switzerland | Brain Sciences, Switzerland | 27 July 2025 |
| 75 | Reviewer | Reviewer, Image and Vision Computing, Netherlands | Reviewer, Image and Vision Computing, Netherlands | 13 July 2025 |
| 76 | Editorial Board Member | Editorial Board Member, Archives of Information Technology (AIT), England | Archives of Information Technology (AIT) , England | 24 July 2025 |
| 77 | Reviewer | Reviewer, Multimedia Tools and Applications, Springer, Switzerland | Multimedia Tools and Applications, Springer, Switzerland | 24 July 2025 |
| 78 | Reviewer | Reviewer, biomimetics, Switzerland | biomimetics, MDPI, Switzerland | 27 July 2025 |
| 79 | Reviewer | Reviewer, Bioengineering, Switzerland | Bioengineering, Switzerland | 10 August 2025 |
| 80 | Reviewer | Reviewer, Journal of Internet Technology (JIT), China | Journal of Internet Technology (JIT), China | 10 August 2025 |
| 81 | Reviewer | Reviewer, Cancers, MDPI, Switzerland | Cancers, MDPI, Switzerland | 10 August 2025 |
| 82 | Reviewer | Reviewer, International Journal of Breast Cancer, John Wiley & Sons Ltd, Singapore | International Journal of Breast Cancer, John Wiley & Sons Ltd, Singapore | 10 August 2025 |
| 83 | Editorial Board Member | Editorial Board Member, Journal of Advanced Computational Engineering, London | Journal of Advanced Computational Engineering, London | 25 September 2025 |
| 84 | Reviewer | Reviewer, Neuroimaging, MDPI, Switzerland | Neuroimaging, MDPI, Switzerland | 12 October 2025 |
Consultancy
| Sl.No. | Faculties | Theme of Consultancy | Type |
| 1 | RAMKUMAR S | LEARNING PROCESS OF NEURAL NETWORK | Paid |
| 2 | RAMKUMAR S | VALUE ADDED COURSE -JAVA PROGRAMMING | Paid |
| 3 | RAMKUMAR S | Visualization Using Power BI | Paid |
Copyright
| Sl.No. | Applicants | Title | Date Published |
| 1 | ROHINI V,GUNAVATHI R,RAMKUMAR S,KIRUBANAND V B,GOBINATH R,SANGEETHA G,STEPHEN R | AI ENABLED AUTONOMOUS DRONE COMMUNICATION AND DATA MANAGEMENT SYSTEM | - |