Model based IoT security framework using multiclass adaptive boosting with SMOTE. - Pandit Byomakesha Dash; Janmenjoy Nayak; Bighnaraj Naik; Etuari Oram; SK Hafizul Islam (Secur. Priv., 2020)

Firefly Algorithm in Biomedical and Health Care: Advances, Issues and Challenges. - Janmenjoy Nayak; Bighnaraj Naik; Paidi Dinesh; Kanithi Vakula; Pandit Byomakesha Dash (SN Comput. Sci., 2020)

Hyper-parameter tuned light gradient boosting machine using memetic firefly algorithm for hand gesture recognition. - Janmenjoy Nayak; Bighnaraj Naik; Pandit Byomakesha Dash; Alireza Souri; Vimal Shanmuganathan (Appl. Soft Comput., 2021)

Optimal Fuzzy Cluster Partitioning by Crow Search Meta-Heuristic for Biomedical Data Analysis. - Janmenjoy Nayak; Bighnaraj Naik; Pandit Byomakesha Dash; Danilo Pelusi (Int. J. Appl. Metaheuristic Comput., 2021)

Light gradient boosting machine-based phishing webpage detection model using phisher website features of mimic URLs. - Etuari Oram; Pandit Byomakesha Dash; Bighnaraj Naik; Janmenjoy Nayak; S. Vimal 001; Sathees Kumar Nataraj (Pattern Recognit. Lett., 2021)

Socio-economic factor analysis for sustainable and smart precision agriculture: An ensemble learning approach. - Pandit Byomakesha Dash; Bighnaraj Naik; Janmenjoy Nayak; S. Vimal 001 (Comput. Commun., 2022)

Higher order ANN parameter optimization using hybrid opposition-elitism based metaheuristic. - Bighnaraj Naik; Janmenjoy Nayak; Pandit Byomakesha Dash (Evol. Intell., 2022)

Hybrid Bayesian optimization hypertuned catboost approach for malicious access and anomaly detection in IoT nomalyframework. - Janmenjoy Nayak; Bighnaraj Naik; Pandit Byomakesha Dash; S. Vimal 001; Seifedine Kadry 001 (Sustain. Comput. Informatics Syst., 2022)

Light gradient boosting machine with optimized hyperparameters for identification of malicious access in IoT network. - Debasmita Mishra; Bighnaraj Naik; Janmenjoy Nayak; Alireza Souri; Pandit Byomakesha Dash; S. Vimal 001 (Digit. Commun. Networks, 2023)

Improved perturbation based hybrid firefly algorithm and long short-term memory based intelligent security model for IoT network intrusion detection. - Janmenjoy Nayak; Pooja Puspita Priyadarshani; Pandit Byomakesha Dash (Comput. Electr. Eng., 2025)

Improved Hybrid Intelligent Framework Using Convolutional Neural Network and Firefly Optimization for Tomato Leaf Disease Detection. - Bhabanisankar Jena; Ashanta Ranjan Routray; Janmenjoy Nayak; Pandit Byomakesha Dash (SN Comput. Sci., 2025)