Bighnaraj Naik

47 papers C 1Journal 44Unranked 1

Year	Rank	Type	Title / Venue / Authors
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`	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
2022	J	`jnl`	A Jaya algorithm based wrapper method for optimal feature selection in supervised classification. J. King Saud Univ. Comput. Inf. Sci. Himansu Das, Bighnaraj Naik, Himansu Sekhar Behera
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 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`	Biomedical data analysis using neuro-fuzzy model with post-feature reduction. J. King Saud Univ. Comput. Inf. Sci. Himansu Das, Bighnaraj Naik, Himansu Sekhar Behera, Shalini Jaiswal, Priyanka Mahato, Minakhi Rout
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`	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`	RHSOFS: Feature Selection Using the Rock Hyrax Swarm Optimization Algorithm for Credit Card Fraud Detection System. Sensors Bharat Kumar Padhi, Sujata Chakravarty, Bighnaraj Naik, Radha Mohan Pattanayak, Himansu Das
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`	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`	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`	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 Hybrid Neuro-Fuzzy and Feature Reduction Model for Classification. Adv. Fuzzy Syst. Himansu Das, Bighnaraj Naik, Himansu Sekhar Behera
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`	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`	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
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