JANMENJOY NAYAK

About

Dr. Janmenjoy Nayak is working as an Assistant Professor, Department of Computer Science, Maharaja Sriram Chandra Bhanja Deo(MSCBD) University
Baripada, Mayurbhanj-757003, Odisha, India. Being two times Gold Medallist in Computer Science in his career, he has been awarded with INSPIRE Research Fellowship from Department of Science & Technology, Govt. of India (both as JRF and SRF level) and Best researcher award from Jawaharlal Nehru University of Technology, Kakinada, Andhra Pradesh for the AY: 2018-19. He has edited 18 books and 8 Special Issues on the applications of Computational Intelligence, Soft Computing, data analytics and pattern recognition, published by Springer, Inderscience International publications. He has published more than 150+ referred articles in various book chapters, conferences and International repute peer reviewed journals of Elsevier, Inderscience, Springer, IEEE etc. He has a total 11+ years of experience in both teaching and research. He is the regular member of IEEE and life member of some of the reputed societies like CSI India, Orissa Information Technology Society (OITS), Orissa Mathematical Society (OMS), IAENG (Hongkong) etc. He has successfully conducted and is being associated with International repute series conferences like ICCIDM, HIS, ARIAM, CIPR, SCDA etc. His area of interest includes data mining, nature inspired algorithms and soft computing.

Employment

• Maharaja Sriram Chandra Bhanja Deo University Assistant Professor
  2022 - 2033

Education

• Veer Surendra Sai University of Technology Ph.D
  2013 - 2016

Projects & Funding

Projects & funding information is unavailable.

Publications (75)

• XAI-Powered Smart Calorie Tracking via Image Captioning and LLMs: A Personalized AI-Based Nutrition System
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3675322
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• GOOSE-Optimized Deep Autoencoder for Intrusion Detection in IoMT Networks: A Scalable and Efficient Approach for Healthcare Security
  Arabian Journal for Science and Engineering 2026 DOI: 10.1007/s13369-025-10478-2
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• Velocity Paused Particle Swarm Optimization-based Intelligent Long Short-Term Memory Framework for Intrusion Detection System in Internet of Medical Things
  Arabian Journal for Science and Engineering 2025 DOI: 10.1007/s13369-025-10091-3
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• Improved Hybrid Intelligent Framework Using Convolutional Neural Network and Firefly Optimization for Tomato Leaf Disease Detection
  SN Computer Science 2025 DOI: 10.1007/s42979-025-04129-4
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• A Photoplethysmography Based Mental Workload Evaluation Using Ensembled CatBoost Approach
  Journal of The Institution of Engineers (India): Series B 2025 DOI: 10.1007/s40031-024-01092-1
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• Improved perturbation based hybrid firefly algorithm and long short-term memory based intelligent security model for IoT network intrusion detection
  Computers and Electrical Engineering 2025 DOI: 10.1016/j.compeleceng.2024.109926
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• Retraction Note: Deep belief network-based probabilistic generative model for detection of robotic manipulator failure execution
  Soft Computing 2024 DOI: 10.1007/s00500-024-10247-7
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• Light gradient boosting machine with optimized hyperparameters for identification of malicious access in IoT network
  Digital Communications and Networks 2023 DOI: 10.1016/j.dcan.2022.10.004
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• An Effective Fuzzy Clustering of Crime Reports Embedded by a Universal Sentence Encoder Model
  Mathematics 2023 DOI: 10.3390/math11030611
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• Rough-Fuzzy Based Synthetic Data Generation Exploring Boundary Region of Rough Sets to Handle Class Imbalance Problem
  Axioms 2023 DOI: 10.3390/axioms12040345
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