Dr MANIKANDAKUMAR M
ME, PhD
ASSISTANT PROFESSOR
ME, PhD
ASSISTANT PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | Weed Classification Using Particle Swarm Optimization and Deep Learning Models | Computer Systems Science and Engineering / 44 / 1 / 913 - 927 | 0267-6192 | 01-Jun-2022 |
| 2 | From Observation to Active Learning: A Collaborative Learning Approach for Object Oriented Programming Course | Journal of Engineering Education Transformations / 36 / 4 / 150 - 160 | 2349-2473 | 09-May-2023 |
| 3 | Diabetic retinopathy detection via deep learning based dual features integrated classification model | Technology and Health Care / 2025 / / 1 - 15 | 0928-7329 | 01-Dec-2024 |
| 4 | Analyzing spam messages and detecting the zombies using spam count and percentage based detection algorithm | International Journal of Applied Engineering Research / 10 / 55 / 1284 - 1289 | 0973-4562 | 16-Jun-2015 |
| 5 | Deep Learning-Based Hybrid Multivariate Improved ResNet and U-Net Scheme for Satellite Image Classification to Detect Targeted Region | Applied Computational Electromagnetics Society Journal (ACES) / 40 / 8 / 679 - 693 | 1054-4887 | 30-Aug-2025 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | Handbook of Research on Network Forensics and Analysis Techniques | MANIKANDAKUMAR M,GULSHAN SHRIVASTAVA, PRABHAT KUMAR, B. B. GUPTA, S, RAMANUJAM E | 9781522541004 | / |
| 2 | Advances in Intelligent Systems and Computing | MANIKANDAKUMAR M,KARTHIKEYAN P, PRIYADHARSHINI P, SRI SUBARNAA D.K, SURESH P, SARAVANAKUMAR U, HUSSEIN AL SALAMEH. | 978-981-15-5028-7 | / |
| 3 | Computational Intelligence and Soft Computing Applications in Healthcare Management Science | MANIKANDAKUMAR M,MUHAMMET GUL, ERKAN CELIK, SULEYMAN METE, FARUK SE | 9781799825814 | / |
| 4 | Object Detection with Deep Learning Models: Principles and Applications | MANIKANDAKUMAR M,BALAMURUGAN BALUSAMY, RAJESH KUMAR, S POONKUNTRAN, E. RAMANUJAM | 9781003206736 | / |
| 5 | Chatbots in Educational Leadership and Management | MANIKANDAKUMAR M,NATARAJAN K ,AUSTIN MUSUNDIRE (UNIVERSITY OF LIMPOPO, SA), J. JEELAN BASHA, P. JAGDISH KUMAR, P. MEENA KUMARI | 9798369387344 | / |
| 6 | Algorithmic Crypto Trading using EMA Strategy | MANIKANDAKUMAR M,VIGNESHWARAN T,PRIYANKA R, REVATHI S, SHOBHA MEESALA, SUDHA V | 979-8-3315-3519-3 | / |
| 7 | Proceedings of 5th International Conference on Pervasive Computing and Social Networking, ICPCSN 2025 | VIGNESHWARAN T,MANIKANDAKUMAR M,IEEE EXPLORER, PRIYANKA R, REVATHI S, REVATHI S, SHOBA,SUDHA, PRIYANKA, SHOBHA MEESALA, SUDHA V | 979-833153519-3 | / |
| 8 | Improving Threat Detection, Network Security, and Incident Response With AI | MANIKANDAKUMAR M,ABDALWALI LUTFI, ANEESH PRADEEP, MOHAMED UVAZE AHAMED AYOOBKHAN, MOHAMMED ALMAAYAH, P KARTHIKEYAN, SUBAIR ALI LIAYAKATH ALI KHAN | 9798337321158 | / |
| 9 | Adaptive Artificial Intelligence: Fundamentals, Challenges and Applications | MANIKANDAKUMAR M,AJAY KUMAR JENA, GRANDHI SURESH KUMAR, K. RAMAKRISHNA REDDY, P. MEENA KUMARI, P. PAVAN KUMAR, S. BALAMURUGAN, SANDEEP KUMAR PANDA | 9781394389049 | / |
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 | 2022 3rd International Conference on Communication, Computing and Industry 4.0 (C2I4) | CONFERENCES | Elevating Network Experience in LAN | PRESENTER) | CMR Institute of TechnologyBangalore | 15/12/2023 |
| 2 | IEEE International Conference on Multidisciplinary Research in Technology and Management ? MRTM 23 | CONFERENCES | Cotton Leaf Disease Classification using Deep Learning | PRESENTER) | New Horizon College of EngineeringBengaluru | 22/09/2023 |
| 3 | IEEE International Conference on Multidisciplinary Research in Technology and Management-23 | CONFERENCES | Malicious Anomaly Detection and Prediction using Prophet Luminol and RNN | PRESENTER) | New Horizon College of EngineeringBengaluru | 22/09/2023 |
| 4 | IEEE International Conference on Multidisciplinary Research in Technology and Management-23 | CONFERENCES | LSTM-Based Bitcoin Price Prediction | PRESENTER) | New Horizon College of EngineeringBengaluru | 22/09/2023 |
| 5 | IEEE International Conference on Multidisciplinary Research in Technology and Management-23 | CONFERENCES | Fake News Detection: A Novel Framework Using Semantic Deep Structural Model with LSTM | PRESENTER) | New Horizon College of EngineeringBengaluru | 22/09/2023 |
| 6 | International Conference on Deep Learning and Visual Artificial Intelligence (ICDLAI-2024) | CONFERENCES | Flood Prone Road Recognition: Enhancing Resilience through Identification Analysis | PRESENTER) | Bikaner Technical UniversityBikaner, Rajasthan | 16/03/2024 |
| 7 | 10th International Conference on Communication and Signal Processing | CONFERENCES | PANELIST) | Adhiparasakthi Engineering CollegeMelmaruvathur - 603319, Tamilnadu, India | 12/04/2024 | |
| 8 | Cybersecurity and Data Science Innovations for Sustainable Development of HEICC: Healthcare, Education, Industry, Cities and Communities (CDS-ISD-HEICC) | CONFERENCES | PANELIST) | United Arab Emirates UniversityUnited Arab Emirates University | 01/06/2024 | |
| 9 | 2024 IEEE Students Conference on Engineering and Systems (SCES-2024) | CONFERENCES | PANELIST) | Motilal Nehru National Institute of Technology Allahabad, Prayagraj (U.P.)-211004, IndiaPrayagraj (U.P.) | 21/06/2024 | |
| 10 | 2nd International Conference on IoT and its Applications. | CONFERENCES | PANELIST) | NIT, Jamshedpur, JharkhandNIT, Jamshedpur, Jharkhand | 21/06/2024 | |
| 11 | IEEE SILCON 2024 | CONFERENCES | PANELIST) | National Institute of Technology Agartala, Tripura, IndiaNational Institute of Technology Agartala, Tripura, India | 15/11/2024 | |
| 12 | 2nd International Symposium on Generative AI and Education | SYMPOSIUM | 2nd International Symposium on Generative AI and Education | PANELIST) | University De Malaga, SpainMalaga, Spain | 15/05/2025 |
| 13 | 5th International Conference on Pervasive Computing and Social Networking (ICPCSN) | CONFERENCES | Algorithmic Crypto Trading using EMA Strategy | PRESENTER) | R P Sarathy Institute of TechnologySalem, India | 14/05/2025 |
| 14 | 11th International Conference on Communication and Signal Processing ICCSP 2025 | CONFERENCES | 11th International Conference on Communication and Signal Processing ICCSP 2025 | PANELIST) | Adhiparasakthi Engineering CollegeMelmaruvathur - 603319, Tamilnadu, India | 05/06/2025 |
| 15 | 2025 IEEE International Conference on Contemporary Computing and Communications (InC4) | CONFERENCES | 2025 IEEE International Conference on Contemporary Computing and Communications (InC4) | MODERATOR) | CHRIST (Deemed to be University)Christ University, Bangalore | 14/03/2025 |
| 16 | 11th International Conference on Electronics, Computing and Communication Technologies, 2025 IEEE CONECCT | CONFERENCES | 11th International Conference on Electronics, Computing and Communication Technologies, 2025 IEEE CONECCT | PANELIST) | IEEE Bangalore SectionBangalore | 10/07/2025 |
| 17 | 4th International Conference on Advances in Data-driven Computing and Intelligent Systems | CONFERENCES | 4th International Conference on Advances in Data-driven Computing and Intelligent Systems | MODERATOR) | CHRIST (Deemed to be University)Christ University, Bengaluru | 15/09/2025 |
| 18 | Anvesha'25 | SYMPOSIUM | Anvesha'25 | MODERATOR) | CHRIST (Deemed to be University)Christ University, Bangalore | 23/07/2025 |
| 19 | ICETech-2025 | SYMPOSIUM | ICETech-2025 | PANELIST) | CHRIST (Deemed to be University)Christ University, Bangalore | 15/09/2025 |
| 20 | SSITCON-2025 | CONFERENCES | SSITCON-2025 | MODERATOR) | Sri Siddhartha Institute of Technology, TumakuruTumakuru | 17/10/2025 |
| 21 | 2025 IEEE International Conference - IConSCEPT | CONFERENCES | 2025 IEEE International Conference - IConSCEPT | PANELIST) | NIT PuducherryNIT Puducherry | 06/12/2025 |
| 22 | Springer 2025 ICDLVAI -Jodhpur Institute of Tech | CONFERENCES | Springer 2025 ICDLVAI -Jodhpur Institute of Tech | PANELIST) | Jodhpur Institute of Engineering and TechnologyJodhpur, India | 20/12/2025 |
| 23 | NIT Silchar Springer E2A 2025 Conference | CONFERENCES | NIT Silchar Springer E2A 2025 Conference | PANELIST) | National Institute of Technology Silchar, AssamSilchar, Assam | 17/12/2025 |
| 24 | International Conference on Computing, Communication, Control and Cyber-Physical Systems (I5CPS-2026). | CONFERENCES | International Conference on Computing, Communication, Control and Cyber-Physical Systems (I5CPS-2026). | PANELIST) | National Institute of Technology PuducherryKaraikal, 609609, India. | 26/02/2026 |
| 25 | 1st International Conference on Intelligent Computing and Automation for Sustainable Solutions (ICASS-2026) | CONFERENCES | Lung Cancer Diagnosis - Visualizing Deep Learning Decision Pathways | PRESENTER) | Manav Rachna University, HaryanaFaridabad | 12/02/2026 |
| 26 | Contemporary Computing Innovations Conference (CCIC 2026) | CONFERENCES | Explainable AI for Diabetic Retinopathy Screening: Enhancing Clinician trust in Deep learning predictions | PRESENTER) | Mohan Babu University, Tirupati, Andhra PradeshTirupati | 06/02/2026 |
| 27 | 8th International Conference on Communication and Computational Technologies (ICCCT 2026) | CONFERENCES | 8th International Conference on Communication and Computational Technologies (ICCCT 2026) | PANELIST) | National Forensic Sciences University, Goa, IndiaGoa, India | 13/02/2026 |
| 28 | 3rd International Conference on Computing and Machine Learning (CML 2026) | CONFERENCES | Multi-Scale Temporal Modeling for Network Intrusion Detection Using a Hybrid TCN–BiLSTM–GRU Architecture | PRESENTER) | Sikkim Manipal University, Sikkim, India Sikkim, India | 07/03/2026 |
| 29 | 3rd International Conference on Computing and Machine Learning (CML 2026) | CONFERENCES | 3rd International Conference on Computing and Machine Learning (CML 2026) | PANELIST) | CHRIST (Deemed to be University)Majitar, Sikkim, India | 07/03/2026 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Python Programming | Two day Workshop for BCA students | 09/06/2023 | New Horizon College |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Next Generation Medical Automation: The Role of AI and IoMT in Transforming Healthcare Systems | AICTE - ATAL Academy , Kongunadu College of Engineering and Technology | National | Participant | 01/12/2025 |
| 2 | The Bits and Bytes of Computer Networking | Coursera, Google | International | Participant | 14/10/2025 |
| 3 | Deep Learning, Gen AI, and their applications in Agriculture | CSE, Tezpur University, Tezpur University | International | Participant | 11/08/2025 |
| 4 | Digital Content Development: Script to Screen | CSE, Christ University, | Institutional | Participant | 07/08/2025 |
| 5 | From Concept to Commercialization: Mastering Funding Proposals and Patents | Christ University, | Participant | 05/08/2025 | |
| 6 | Competitive Examinations for Higher Studies & Career Opportunities | AIML & DS, Christ University, | Organiser & Participant | 29/07/2025 | |
| 7 | Faculty Development Program 2025 | HRDC, Christ University, | Institutional | Participant | 19/05/2025 |
| 8 | OpenAI Generative Pre-trained Transformer 3 (GPT-3) for developers | Infosys - Springboard, Infosys | International | Participant | 24/03/2025 |
| 9 | Introduction to OpenAI GPT Models | Infosys - Springboard, Infosys | International | Participant | 22/03/2025 |
| 10 | AI-first Software Engineering | Infosys - Springboard, Infosys | International | Participant | 18/03/2025 |
| 11 | Applied Generative AI Certification | Infosys - Springboard, Infosys | International | Participant | 17/03/2025 |
| 12 | Prompt Engineering | Infosys - Springboard, Infosys | International | Participant | 15/03/2025 |
| 13 | Generative AI Landscape | Infosys - Springboard, Infosys | International | Participant | 12/03/2025 |
| 14 | Building Entrepreneurship Skills Through Transdisciplinary Learning & Industry Micro-Credentials | CSE, Christ University, | Institutional | Organiser & Participant | 06/03/2025 |
| 15 | Competitive Examinations for Higher Studies and Civil Services | CSE, Christ University, | Organiser & Participant | 01/03/2025 | |
| 16 | Quantum Computing Basics: A Hands-on Experience | CSE, Christ University, | Participant | 03/02/2025 | |
| 17 | Generative AI for Teachers | CSE, Christ University, | Institutional | Participant | 16/01/2025 |
| 18 | JAVA for Industry 4.0: Building Scalable and Secure Applications | CSE, Christ University, | Institutional | Organiser & Participant | 28/09/2024 |
| 19 | Advanced Concepts in Deep Learning and Neural Network Techniques | CSE, Christ University, | Participant | 12/08/2024 | |
| 20 | Empowering Innovations: Six days International FDP on AI Technologies | CSE, Christ University, | International | Participant | 08/07/2024 |
| 21 | Introduction to Generative AI | Coursera, | International | Participant | 01/06/2024 |
| 22 | Introduction to Large Language Models | Coursera, | International | Participant | 01/06/2024 |
| 23 | Introduction to Responsible AI | Coursera, | International | Participant | 01/06/2024 |
| 24 | Immersive Technologies & Innovative Teaching Pedagogies | CSE, Christ University, | Institutional | Participant | 27/05/2024 |
| 25 | Faculty Orientation Program | SDC, Christ University, | Institutional | Participant | 26/02/2024 |
| 26 | Faculty Induction Program | SDC, Christ University, | Institutional | Participant | 09/02/2024 |
| 27 | Elevating Data Analytics through AI and AWS | Department of Computer Science and Engineering, | Participant | 29/01/2024 | |
| 28 | Emerging Technologies in Computer Science | Department of Computer Science and Engineering, Easwari Engineering College, Chennai. | International | Participant | 22/01/2024 |
| 29 | Enterprise Design Thinking Co-Creator | IBM, IBM | International | Participant | 15/07/2023 |
| 30 | Enterprise Design Thinking Practitioner | IBM, IBM | International | Participant | 11/04/2023 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Excellence in Reviewing | Recognized by Asian Journal of Education and Social Studies for an outstanding contribution towards quality reviewing. | Asian Journal of Education and Social Studies | 30 January 2024 |
| 2 | Reviewer | Contributed as Reviewer for IEEE-International Conference on Distributed Computing and Automation Techniques -2024 | SJB Institute of Technology | 19 March 2024 |
| 3 | Reviewer | Contributed as Reviewer for AICTE sponsored IEEE Conference "NMITCON - 2023" | Nitte Meenakshi Institute of Technology, Bengaluru | 01 September 2023 |
| 4 | Reviewer | Served as a reviewer in ICICSD-23. | Anurag University, Hyderabad | 26 August 2023 |
| 5 | Reviewer | Served as a Reviewer in ICICSA-23 | National Institute of Technology Silchar, Assam | 23 September 2023 |
| 6 | Certificate of Appreciation | Served as a Reviewer in the CRC Press - Edited Book (CDS-ISD-HEICC) | CRC Press & United Arab Emirates University | 01 June 2024 |
| 7 | Certificate of Appreciation | Served as a reviewer in the ?2024 IEEE Students Conference on Engineering and Systems (SCES-2024)? | Motilal Nehru National Institute of Technology Allahabad, Prayagraj, India | 22 June 2024 |
| 8 | Reviewer | Served as a Reviewer in the 2nd International Conference on IoT and its Applications. | NIT, Jamshedpur, Jharkhand | 22 June 2024 |
| 9 | Reviewer | Served as a Reviewer in the 10th International Conference on Communication and Signal Processing - ICCSP 2024. | Adhiparasakthi Engineering College, Chennai | 30 May 2024 |
| 10 | Session Chair | Chairing the technical session on "Emerging Techniques" at 5th Congress on Intelligent Systems (CIS 2024), Organized by CSE, CHRIST University, Kengeri Campus. | CSE, CHRIST University | 05 September 2024 |
| 11 | Reviewer | Served as a Reviewer in the IEEE SILCON 2024 Conference of IEEE SILCON 2024. | NIT - Agartala | 15 November 2024 |