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2025	Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven Refinement IEEE Transactions on Emerging Topics in Computational Intelligence Emrah Hancer, Bing Xue, Mengjie Zhang
2025	2025 IEEE Symposium on Computational Intelligence on Engineering/Cyber Physical Systems Companion (CIES Companion) Parastoo Dehnad, Azam Asilian Bidgoli, Shahryar Rahnamayan
2025	Beyond the Pareto Front: Utilizing the Entire Population for Decision-Making in Evolutionary Machine Learning Mathematics Parastoo Dehnad, Azam Asilian Bidgoli, Shahryar Rahnamayan
2025	A Many-Objective Diversity-Guided Differential Evolution Algorithm for Multi-Label Feature Selection in High-Dimensional Datasets IEEE Transactions on Emerging Topics in Computational Intelligence Emrah Hancer, Bing Xue, Mengjie Zhang
2025	2025 IEEE Symposium on Computational Intelligence in Image, Signal Processing and Synthetic Media Companion (CISM Companion) Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
2024	2024 IEEE Congress on Evolutionary Computation (CEC) Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi
2024	A Multimodal Multiobjective Evolutionary Algorithm for Filter Feature Selection in Multilabel Classification IEEE Transactions on Artificial Intelligence Emrah Hancer, Bing Xue, Mengjie Zhang
2024	2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Parastoo Dehnad, Azam Asilian Bidgoli, Shahryar Rahnamayan
2024	Multi-strategy synthetized equilibrium optimizer and application PeerJ Computer Science Quandang Sun, Xinyu Zhang, Ruixia Jin, Xinming Zhang, Yuanyuan Ma
2023	2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
2023	2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
2023	2023 IEEE Congress on Evolutionary Computation (CEC) Farzaneh Nikbakhtsarvestani, Azam Asilian Bidgoli, Mehran Ebrahimi, Shahryar Rahnamayan
2022	Gene Selection in Binary Classification Problems Within Functional Genomics Experiments via Robust Fisher Score IEEE Access Muhammad Hamraz, Zardad Khan, Dost Muhammad Khan, Naz Gul, Amjad Ali, Saeed Aldahmani
2022	Multi-Objective Particle Swarm Optimization Based Preprocessing of Multi-Class Extremely Imbalanced Datasets International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems R. Devi Priya, R. Sivaraj, Ajith Abraham, T. Pravin, P. Sivasankar, N. Anitha
2021	Robust proportional overlapping analysis for feature selection in binary classification within functional genomic experiments PeerJ Computer Science Muhammad Hamraz, Naz Gul, Mushtaq Raza, Dost Muhammad Khan, Umair Khalil, Seema Zubair, Zardad Khan
2021	Evolutionary Multiobjective Optimization for Automatic Agent-Based Model Calibration: A Comparative Study IEEE Access Ignacio Moya, Manuel Chica, Oscar Cordon
2020	2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Nelson Vithayathil Varghese, Amritpal Singh, Ashwin Suresh, Shahryar Rahnamayan
2020	Analysis of Multiobjective Algorithms for the Classification of Multi-Label Video Datasets IEEE Access Gizem Nur Karagoz, Adnan Yazici, Tansel Dokeroglu, Ahmet Cosar