Janmenjoy Nayak

69 papers C 1Journal 65Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing IoMT Intrusion Detection Through Nature-Inspired Optimization-Based Gated Recurrent Unit Neural Network.
IEEE Open J. Commun. Soc.
Pandit Byomakesha Dash, Janmenjoy Nayak, S. Vimal, Sayed Chhattan Shah, Muhammad Bilal
2026 J jnl
Optimizer Influenced Deep Neural Network for IoT Healthcare Security.
SN Comput. Sci.
Pooja Puspita Priyadarshani, Janmenjoy Nayak, Pandit Byomakesha Dash
2026 J jnl
XAI-Powered Smart Calorie Tracking via Image Captioning and LLMs: A Personalized AI-Based Nutrition System.
IEEE Access
K. P. Swain, Soumya Ranjan Nayak, Santosh Kumar Swain, Janmenjoy Nayak
2025 J jnl
Improved Hybrid Intelligent Framework Using Convolutional Neural Network and Firefly Optimization for Tomato Leaf Disease Detection.
SN Comput. Sci.
Bhabanisankar Jena, Ashanta Ranjan Routray, Janmenjoy Nayak, Pandit Byomakesha Dash
2025 J jnl
Improved perturbation based hybrid firefly algorithm and long short-term memory based intelligent security model for IoT network intrusion detection.
Comput. Electr. Eng.
Janmenjoy Nayak, Pooja Puspita Priyadarshani, Pandit Byomakesha Dash
2025 J jnl
Video Forgery Detection for Surveillance Cameras: A Review.
CoRR
Noor Bahjat Tayfor, Tarik A. Rashid, Shko Muhammed Qader, Bryar Ahmad Hassan, Mohammed Hussein Abdalla, Jafar Majidpour, Aram Mahmood Ahmed, Hussein M. Ali, Aso M. Aladdin, Abdulhady Abas Abdullah, Ahmed S. Shamsaldin, Haval Mohammed Sidqi, Abdulrahman Salih, Zaher Mundher Yaseen, Azad A. Ameen, Janmenjoy Nayak, Mahmood Yashar Hamza
2023 J jnl
A deep intelligent framework for software risk prediction using improved firefly optimization.
Neural Comput. Appl.
Suresh Kumar Pemmada, Janmenjoy Nayak, Bighnaraj Naik
2023 J jnl
Key moment extraction for designing an agglomerative clustering algorithm-based video summarization framework.
Neural Comput. Appl.
Ghazaala Yasmin, Sujit Chowdhury, Janmenjoy Nayak, Priyanka Das, Asit Kumar Das
2023 J jnl
Light gradient boosting machine with optimized hyperparameters for identification of malicious access in IoT network.
Digit. Commun. Networks
Debasmita Mishra, Bighnaraj Naik, Janmenjoy Nayak, Alireza Souri, Pandit Byomakesha Dash, S. Vimal
2023 J jnl
Rough-Fuzzy Based Synthetic Data Generation Exploring Boundary Region of Rough Sets to Handle Class Imbalance Problem.
Axioms
Mehwish Naushin, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi
2023 J jnl
Special issue on machine learning for security and privacy: advancing the state-of-the-art applications.
Neural Comput. Appl.
Janmenjoy Nayak, David Al-Dabass, Danilo Pelusi, Manohar Mishra
2022 J jnl
A pragmatic ensemble learning approach for effective software effort estimation.
Innov. Syst. Softw. Eng.
P. Suresh Kumar, Himansu Sekhar Behera, Janmenjoy Nayak, Bighnaraj Naik
2022 J jnl
An Unsupervised Fuzzy Clustering Approach for Early Screening of COVID-19 From Radiological Images.
IEEE Trans. Fuzzy Syst.
Weiping Ding, Shouvik Chakraborty, Kalyani Mali, Sankhadeep Chatterjee, Janmenjoy Nayak, Asit Kumar Das, Soumen Banerjee
2022 J jnl
An ensemble artificial intelligence-enabled MIoT for automated diagnosis of malaria parasite.
Expert Syst. J. Knowl. Eng.
Soumya Ranjan Nayak, Janmenjoy Nayak, S. Vimal, Vaibhav Arora, Utkarsh Sinha
2022 J jnl
An impact study of COVID-19 on six different industries: Automobile, energy and power, agriculture, education, travel and tourism and consumer electronics.
Expert Syst. J. Knowl. Eng.
Janmenjoy Nayak, Manohar Mishra, Bighnaraj Naik, Hanumanthu Swapnarekha, Korhan Cengiz, Vimal Shanmuganathan
2022 J jnl
Central hubs prediction for bio networks by directed hypergraph - GA with validation to COVID-19 PPI.
Pattern Recognit. Lett.
Sathyanarayanan Gopalakrishnan, Supriya Sridharan, Soumya Ranjan Nayak, Janmenjoy Nayak, Swaminathan Venkatraman
2022 J jnl
Correlation-based modified long short-term memory network approach for software defect prediction.
Evol. Syst.
Suresh Kumar Pemmada, Himansu Sekhar Behera, Janmenjoy Nayak, Bighnaraj Naik
2022 J jnl
DTCDWT-SMOTE-XGBoost-Based Islanding Detection for Distributed Generation Systems: An Approach of Class-Imbalanced Issue.
IEEE Syst. J.
Manohar Mishra, Bhaskar Patnaik, Ramesh C. Bansal, Raj Naidoo, Bignaraj Naik, Janmenjoy Nayak
2022 J jnl
Directive clustering contrast-based multi-modality medical image fusion for smart healthcare system.
Netw. Model. Anal. Health Informatics Bioinform.
Manoj Diwakar, Prabhishek Singh, Achyut Shankar, Soumya Ranjan Nayak, Janmenjoy Nayak, S. Vimal, Ravinder Singh, Dilip Singh Sisodia
2022 J jnl
Extreme learning machine and bayesian optimization-driven intelligent framework for IoMT cyber-attack detection.
J. Supercomput.
Janmenjoy Nayak, Saroj K. Meher, Alireza Souri, Bighnaraj Naik, S. Vimal
2022 J jnl
Follower Link Prediction Using the XGBoost Classification Model with Multiple Graph Features.
Wirel. Pers. Commun.
Dayal Kumar Behera, Madhabananda Das, Subhra Swetanisha, Janmenjoy Nayak, S. Vimal, Bighnaraj Naik
2022 J jnl
Higher order ANN parameter optimization using hybrid opposition-elitism based metaheuristic.
Evol. Intell.
Bighnaraj Naik, Janmenjoy Nayak, Pandit Byomakesha Dash
2022 J jnl
Hybrid Bayesian optimization hypertuned catboost approach for malicious access and anomaly detection in IoT nomalyframework.
Sustain. Comput. Informatics Syst.
Janmenjoy Nayak, Bighnaraj Naik, Pandit Byomakesha Dash, S. Vimal, Seifedine Kadry
2022 J jnl
Intelligent Computing in Electrical Utility Industry 4.0: Concept, Key Technologies, Applications and Future Directions.
IEEE Access
Manohar Mishra, Monalisa Biswal, Ramesh C. Bansal, Janmenjoy Nayak, Ajith Abraham, Om P. Malik
2022 J jnl
License plate recognition using neural architecture search for edge devices.
Int. J. Intell. Syst.
Jithmi Shashirangana, Heshan Padmasiri, Dulani Meedeniya, Charith Perera, Soumya Ranjan Nayak, Janmenjoy Nayak, Shanmuganathan Vimal, Seifedine Kadry
2022 J jnl
Multi-class Skin Disease Classification Using Transfer Learning Model.
Int. J. Artif. Intell. Tools
Vatsala Anand, Sheifali Gupta, Deepika Koundal, Soumya Ranjan Nayak, Janmenjoy Nayak, S. Vimal
2022 J jnl
Socio-economic factor analysis for sustainable and smart precision agriculture: An ensemble learning approach.
Comput. Commun.
Pandit Byomakesha Dash, Bighnaraj Naik, Janmenjoy Nayak, S. Vimal
2021 J jnl
Bootstrap aggregation ensemble learning-based reliable approach for software defect prediction by using characterized code feature.
Innov. Syst. Softw. Eng.
P. Suresh Kumar, Himansu Sekhar Behera, Janmenjoy Nayak, Bighnaraj Naik
2021 J jnl
Deep neural network based anomaly detection in Internet of Things network traffic tracking for the applications of future smart cities.
Trans. Emerg. Telecommun. Technol.
Dukka Karun Kumar Reddy, Himansu Sekhar Behera, Janmenjoy Nayak, Pandi Vijayakumar, Bighnaraj Naik, Pradeep Kumar Singh
2021 J jnl
Ensemble summarization of bio-medical articles integrating clustering and multi-objective evolutionary algorithms.
Appl. Soft Comput.
Chirantana Mallick, Asit Kumar Das, Weiping Ding, Janmenjoy Nayak
2021 J jnl
Exact greedy algorithm based split finding approach for intrusion detection in fog-enabled IoT environment.
J. Inf. Secur. Appl.
Dukka Karun Kumar Reddy, Himansu Sekhar Behera, Janmenjoy Nayak, Bighnaraj Naik, Uttam Ghosh, Pradip Kumar Sharma
2021 J jnl
Fusion of intelligent learning for COVID-19: A state-of-the-art review and analysis on real medical data.
Neurocomputing
Weiping Ding, Janmenjoy Nayak, H. Swapnarekha, Ajith Abraham, Bighnaraj Naik, Danilo Pelusi
2021 J jnl
Fuzzy and Real-Coded Chemical Reaction Optimization for Intrusion Detection in Industrial Big Data Environment.
IEEE Trans. Ind. Informatics
Weiping Ding, Janmenjoy Nayak, Bighnaraj Naik, Danilo Pelusi, Manohar Mishra
2021 J jnl
Generation of overlapping clusters constructing suitable graph for crime report analysis.
Future Gener. Comput. Syst.
Ankur Das, Janmenjoy Nayak, Bighnaraj Naik, Uttam Ghosh
2021 J jnl
Group incremental adaptive clustering based on neural network and rough set theory for crime report categorization.
Neurocomputing
Priyanka Das, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi, Weiping Ding
2021 J jnl
Hyper-parameter tuned light gradient boosting machine using memetic firefly algorithm for hand gesture recognition.
Appl. Soft Comput.
Janmenjoy Nayak, Bighnaraj Naik, Pandit Byomakesha Dash, Alireza Souri, Vimal Shanmuganathan
2021 J jnl
Incremental classifier in crime prediction using bi-objective Particle Swarm Optimization.
Inf. Sci.
Priyanka Das, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi, Weiping Ding
2021 J jnl
Industrial Internet of Things and its Applications in Industry 4.0: State of The Art.
Comput. Commun.
Praveen Kumar Malik, Rohit Sharma, Rajesh Singh, Anita Gehlot, Suresh Chandra Satapathy, Waleed S. Alnumay, Danilo Pelusi, Uttam Ghosh, Janmenjoy Nayak
2021 J jnl
Intelligent system for COVID-19 prognosis: a state-of-the-art survey.
Appl. Intell.
Janmenjoy Nayak, Bighnaraj Naik, Paidi Dinesh, Kanithi Vakula, B. Kameswara Rao, Weiping Ding, Danilo Pelusi
2021 J jnl
Light gradient boosting machine-based phishing webpage detection model using phisher website features of mimic URLs.
Pattern Recognit. Lett.
Etuari Oram, Pandit Byomakesha Dash, Bighnaraj Naik, Janmenjoy Nayak, S. Vimal, Sathees Kumar Nataraj
2021 J jnl
Multiplicative Holts Winter Model for Trend Analysis and Forecasting of COVID-19 Spread in India.
SN Comput. Sci.
H. Swapnarekha, Himansu Sekhar Behera, Janmenjoy Nayak, Bighnaraj Naik, P. Suresh Kumar
2021 J jnl
Nature inspired optimization and its application to engineering.
Evol. Intell.
Janmenjoy Nayak, Bighnaraj Naik, Asit Kumar Das, Danilo Pelusi
2021 J jnl
Optimal Fuzzy Cluster Partitioning by Crow Search Meta-Heuristic for Biomedical Data Analysis.
Int. J. Appl. Metaheuristic Comput.
Janmenjoy Nayak, Bighnaraj Naik, Pandit Byomakesha Dash, Danilo Pelusi
2020 — ch.
A Comprehensive Review and Performance Analysis of Firefly Algorithm for Artificial Neural Networks.
Nature-Inspired Computation in Data Mining and Machine Learning
Janmenjoy Nayak, Bighnaraj Naik, Danilo Pelusi, A. Vamsi Krishna
2020 J jnl
A framework for crime data analysis using relationship among named entities.
Neural Comput. Appl.
Priyanka Das, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi
2020 J jnl
Advancement from neural networks to deep learning in software effort estimation: Perspective of two decades.
Comput. Sci. Rev.
P. Suresh Kumar, Himansu Sekhar Behera, Anisha Kumari K, Janmenjoy Nayak, Bighnaraj Naik
2020 J jnl
An Improved Moth-Flame Optimization algorithm with hybrid search phase.
Knowl. Based Syst.
Danilo Pelusi, Raffaele Mascella, Luca G. Tallini, Janmenjoy Nayak, Bighnaraj Naik, Yong Deng
2020 J jnl
Deep learning in electrical utility industry: A comprehensive review of a decade of research.
Eng. Appl. Artif. Intell.
Manohar Mishra, Janmenjoy Nayak, Bighnaraj Naik, Ajith Abraham
2020 J jnl
Feature selection generating directed rough-spanning tree for crime pattern analysis.
Neural Comput. Appl.
Priyanka Das, Asit Kumar Das, Janmenjoy Nayak
2020 J jnl
Firefly Algorithm in Biomedical and Health Care: Advances, Issues and Challenges.
SN Comput. Sci.
Janmenjoy Nayak, Bighnaraj Naik, Paidi Dinesh, Kanithi Vakula, Pandit Byomakesha Dash
2020 J jnl
Graph based feature selection investigating boundary region of rough set for language identification.
Expert Syst. Appl.
Ghazaala Yasmin, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi, Weiping Ding
2020 J jnl
Improving exploration and exploitation via a Hyperbolic Gravitational Search Algorithm.
Knowl. Based Syst.
Danilo Pelusi, Raffaele Mascella, Luca G. Tallini, Janmenjoy Nayak, Bighnaraj Naik, Yong Deng
2020 J jnl
Intelligent Secure Ecosystem Based on Metaheuristic and Functional Link Neural Network for Edge of Things.
IEEE Trans. Ind. Informatics
Bighnaraj Naik, Mohammad S. Obaidat, Janmenjoy Nayak, Danilo Pelusi, Pandi Vijayakumar, SK Hafizul Islam
2020 J jnl
Intelligent food processing: Journey from artificial neural network to deep learning.
Comput. Sci. Rev.
Janmenjoy Nayak, Kanithi Vakula, Paidi Dinesh, Bighnaraj Naik, Danilo Pelusi
2020 J jnl
Model based IoT security framework using multiclass adaptive boosting with SMOTE.
Secur. Priv.
Pandit Byomakesha Dash, Janmenjoy Nayak, Bighnaraj Naik, Etuari Oram, SK Hafizul Islam
2020 J jnl
Special issue on "Soft computing techniques: applications and challenges" neural computing and applications.
Neural Comput. Appl.
Janmenjoy Nayak, G. T. Chandrasekhar, Bighnaraj Naik, Danilo Pelusi, Ajith Abraham
2019 J jnl
A Graph Based Clustering Approach for Relation Extraction From Crime Data.
IEEE Access
Priyanka Das, Asit Kumar Das, Janmenjoy Nayak, Danilo Pelusi, Weiping Ding
2018 J jnl
A Novel Honey-Bees Mating Optimization Approach with Higher order Neural Network for Classification.
J. Classif.
Janmenjoy Nayak, Bighnaraj Naik
2018 J jnl
A TLBO based gradient descent learning-functional link higher order ANN: An efficient model for learning from non-linear data.
J. King Saud Univ. Comput. Inf. Sci.
Bighnaraj Naik, Janmenjoy Nayak, Himansu Sekhar Behera
2018 J jnl
Elitist teaching-learning-based optimization (ETLBO) with higher-order Jordan Pi-sigma neural network: a comparative performance analysis.
Neural Comput. Appl.
Janmenjoy Nayak, Bighnaraj Naik, Himansu Sekhar Behera, Ajith Abraham
2018 J jnl
FLANN + BHO: A Novel Approach for Handling Nonlinearity in System Identification.
Int. J. Rough Sets Data Anal.
Bighnaraj Naik, Janmenjoy Nayak, Himansu Sekhar Behera
2018 J jnl
Neural network and fuzzy system for the tuning of Gravitational Search Algorithm parameters.
Expert Syst. Appl.
Danilo Pelusi, Raffaele Mascella, Luca G. Tallini, Janmenjoy Nayak, Bighnaraj Naik, Ajith Abraham
2017 J jnl
Hybrid chemical reaction based metaheuristic with fuzzy c-means algorithm for optimal cluster analysis.
Expert Syst. Appl.
Janmenjoy Nayak, Bighnaraj Naik, Himansu Sekhar Behera, Ajith Abraham
2017 C conf
Perturbation Based Efficient Crow Search Optimized FLANN for System Identification: A Novel Approach.
HIS
Bighnaraj Naik, Debasmita Mishra, Janmenjoy Nayak, Danilo Pelusi, Ajith Abraham
2016 J jnl
A self adaptive harmony search based functional link higher order ANN for non-linear data classification.
Neurocomputing
Bighnaraj Naik, Janmenjoy Nayak, Himansu Sekhar Behera, Ajith Abraham
2016 J jnl
An efficient FLANN model with CRO-based gradient descent learning for classification.
Int. J. Bus. Inf. Syst.
Bighnaraj Naik, Janmenjoy Nayak, Himansu Sekhar Behera
2016 J jnl
Hybrid Clustering using Elitist Teaching Learning-Based Optimization: An Improved Hybrid Approach of TLBO.
Int. J. Rough Sets Data Anal.
Debi Prasanna Kanungo, Janmenjoy Nayak, Bighnaraj Naik, Himansu Sekhar Behera
2014 — conf
A Novel FLANN with a Hybrid PSO and GA Based Gradient Descent Learning for Classification.
FICTA (1)
Bighnaraj Naik, Janmenjoy Nayak, Himansu Sekhar Behera
2014 — conf
GA Based Polynomial Neural Network for Data Classification.
ICIT
Janmenjoy Nayak, N. Sahoo, J. R. Swain, Tirtharaj Dash, Himansu Sekhar Behera