Azam Asilian Bidgoli

64 papers B 21C 2Journal 30Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A comparative study on population-based multi-objective feature selection. Int. J. Mach. Learn. Cybern. Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
2026	J	`jnl`	EvoPS: Evolutionary Patch Selection in the Training Embedding Space of Whole Slide Images. Artif. Intell. Medicine Saya Hashemian, Azam Asilian Bidgoli
2026	J	`jnl`	Med-SegLens: Latent-Level Model Diffing for Interpretable Medical Image Segmentation. CoRR Salma J. Ahmed, Emad A. Mohammed, Azam Asilian Bidgoli
2025	J	`jnl`	EvoPS: Evolutionary Patch Selection for Whole Slide Image Analysis in Computational Pathology. CoRR Saya Hashemian, Azam Asilian Bidgoli
2025	J	`jnl`	Evolutionary Feature-wise Thresholding for Binary Representation of NLP Embeddings. CoRR Soumen Sinha, Shahryar Rahnamayan, Azam Asilian Bidgoli
2025	J	`jnl`	J-RAS: Enhancing Medical Image Segmentation via Retrieval-Augmented Joint Training. CoRR Salma J. Ahmed, Emad A. Mohammed, Azam Asilian Bidgoli
2025	B	`conf`	Multi-objective Feature Weighting: A Dual Phase Evolutionary Approach for Cancer Classification. CEC Krishal Dhungana, Azam Asilian Bidgoli
2025	J	`jnl`	Multi-phase evolutionary search space shrinking for large-scale multi-objective feature selection. Appl. Soft Comput. Azam Asilian Bidgoli, Shahryar Rahnamayan
2025	J	`jnl`	Population-level center-based sampling for meta-heuristic algorithms. Swarm Evol. Comput. Rasa Khosrowshahli, Shahryar Rahnamayan, Amin Ibrahim, Azam Asilian Bidgoli, Masoud Makrehchi
2024	B	`conf`	A Multi-objective Binary Differential Evolution Operator for Feature Selection. SMC Parastoo Dehnad, Azam Asilian Bidgoli, Shahryar Rahnamayan
2024	J	`jnl`	A Novel Pareto-optimal Ranking Method for Comparing Multi-objective Optimization Algorithms. CoRR Amin Ibrahim, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb
2024	B	`conf`	COR-MFS: A Correlation-Based Multi-Objective Feature Selection on EEG Signals. CEC Ananda Sutradhar, Azam Asilian Bidgoli, Shahryar Rahnamayan
2024	J	`jnl`	Compact NSGA-II for Multi-objective Feature Selection. CoRR Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
2024	B	`conf`	Enhancing Diversity in Multi-Objective Feature Selection. CEC Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi
2024	J	`jnl`	Enhancing Diversity in Multi-objective Feature Selection. CoRR Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi
2024	J	`jnl`	Evolutionary multi-objective design of autoencoders for compact representation of histopathology whole slide images. Comput. Oper. Res. Davood Zaman Farsa, Shahryar Rahnamayan, Azam Asilian Bidgoli, Hamid R. Tizhoosh
2024	—	`conf`	Exploring Common Patterns in Well-Known Metaheuristic Optimization Algorithms. CCECE Shaghayegh Niousha, Shahryar Rahnamayan, Azam Asilian Bidgoli, Javad Haddadnia
2024	—	`conf`	Exploring Long-term Memory in Evolutionary Multi-objective Algorithms: A Case Study with NSGA-III. CCECE Masoud Kermani Poor, Shahryar Rahnamayan, Azam Asilian Bidgoli, Mehran Ebrahimi
2024	B	`conf`	Feature Selection-driven Bias Deduction in Histopathology Images: Tackling Site-Specific Influences. CEC Farnaz Kheiri, Azam Asilian Bidgoli, Masoud Makrehchi, Shahryar Rahnamayan
2024	B	`conf`	Innovative Initialization Scheme for Multi-Objective Feature Selection in Continuous Search Spaces. SMC Parastoo Dehnad, Azam Asilian Bidgoli, Shahryar Rahnamayan
2024	J	`jnl`	Large-scale Multi-objective Feature Selection: A Multi-phase Search Space Shrinking Approach. CoRR Azam Asilian Bidgoli, Shahryar Rahnamayan
2024	J	`jnl`	Multi-objective Binary Coordinate Search for Feature Selection. CoRR Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
2024	B	`conf`	Novel Post-Training Structure-Agnostic Weight Pruning Technique for Deep Neural Networks. SMC Zahra Abdi Reyhan, Shahryar Rahnamayan, Azam Asilian Bidgoli
2024	B	`conf`	Optimal Barcode Representation for NLP Embeddings. SMC Soumen Sinha, Azam Asilian Bidgoli, Shahryar Rahnamayan
2024	J	`jnl`	Training Artificial Neural Networks by Coordinate Search Algorithm. CoRR Ehsan Rokhsatyazdi, Shahryar Rahnamayan, Sevil Zanjani Miyandoab, Azam Asilian Bidgoli, Hamid R. Tizhoosh
2023	B	`conf`	A Pairwise Surrogate Model using GNN for Evolutionary Optimization. SMC Vida Gharavian, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
2023	B	`conf`	Compact NSGA-II for Multi-objective Feature Selection. SMC Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
2023	—	`conf`	Enhancing Content-Based Histopathology Image Retrieval Using QR Code Representation. SSCI Hamidreza Rouzegar, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
2023	J	`jnl`	Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images. CoRR Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Hamid R. Tizhoosh
2023	J	`jnl`	Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images. IEEE Trans. Evol. Comput. Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Hamid R. Tizhoosh
2023	B	`conf`	Multi-Objective Binary Coordinate Search for Feature Selection. SMC Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
2023	B	`conf`	Multi-Objective Coordinate Search Optimization. CEC Farzaneh Nikbakhtsarvestani, Azam Asilian Bidgoli, Mehran Ebrahimi, Shahryar Rahnamayan
2023	—	`conf`	Opposition-Based Crossover Operation for Differential Evolution Algorithm. SSCI Sevda Ebrahimi, Shahryar Rahnamayan, Azam Asilian Bidgoli
2023	J	`jnl`	Ranking Loss and Sequestering Learning for Reducing Image Search Bias in Histopathology. CoRR Pooria Mazaheri, Azam Asilian Bidgoli, Shahryar Rahnamayan, Hamid R. Tizhoosh
2023	J	`jnl`	Ranking loss and sequestering learning for reducing image search bias in histopathology. Appl. Soft Comput. Pooria Mazaheri, Azam Asilian Bidgoli, Shahryar Rahnamayan, Hamid R. Tizhoosh
2023	B	`conf`	Self-Supervised Learning Using Noisy-Latent Augmentation. SMC Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
2023	—	`conf`	Training Artificial Neural Networks by Coordinate Search Algorithm. SSCI Ehsan Rokhsatyazdi, Shahryar Rahnamayan, Sevil Zanjani Miyandoab, Azam Asilian Bidgoli, Hamid R. Tizhoosh
2022	J	`jnl`	A comprehensive investigation on novel center-based sampling for large-scale global optimization. Swarm Evol. Comput. Hanan Hiba, Shahryar Rahnamayan, Azam Asilian Bidgoli, Amin Ibrahim, Rasa khosroshahli
2022	B	`conf`	Clustering Center-based Differential Evolution. CEC Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli
2022	J	`jnl`	Evolutionary deep feature selection for compact representation of gigapixel images in digital pathology. Artif. Intell. Medicine Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Shivam Kalra, Manit Zaveri, Clinton J. V. Campbell, Anil Parwani, Liron Pantanowitz, Hamid R. Tizhoosh
2022	J	`jnl`	Image-based benchmarking and visualization for large-scale global optimization. Appl. Intell. Kyle Robert Harrison, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb
2022	J	`jnl`	Machine learning-based framework to cover optimal Pareto-front in many-objective optimization. Complex Intell. Syst. Azam Asilian Bidgoli, Shahryar Rahnamayan, Mehmet Bilgehan Erdem, Zekiye Erdem, Amin Ibrahim, Kalyanmoy Deb, Ali Grami
2022	J	`jnl`	Semisupervised Hyperspectral Image Classification Using a Probabilistic Pseudo-Label Generation Framework. IEEE Trans. Geosci. Remote. Sens. Majid Seydgar, Shahryar Rahnamayan, Pedram Ghamisi, Azam Asilian Bidgoli
2021	J	`jnl`	A novel binary many-objective feature selection algorithm for multi-label data classification. Int. J. Mach. Learn. Cybern. Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
2021	B	`conf`	Memetic Differential Evolution Using Coordinate Descent. CEC Azam Asilian Bidgoli, Shahryar Rahnamayan
2021	—	`conf`	Population-based coordinate descent algorithm with majority voting. GECCO Companion Davood Zaman Farsa, Azam Asilian Bidgoli, Ehsan Rokhsat-Yazdi, Shahryar Rahnamayan
2021	J	`jnl`	Reference-point-based multi-objective optimization algorithm with opposition-based voting scheme for multi-label feature selection. Inf. Sci. Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
2020	B	`conf`	A Collective Intelligence Strategy for Enhancing Population-based optimization Algorithms. CEC Azam Asilian Bidgoli, Shahryar Rahnamayan
2020	B	`conf`	A Novel Collective Crossover Operator for Genetic Algorithms. SMC Berna Kiraz, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
2020	—	`conf`	A pareto front-based metric to identify major bitcoin networks influencers. GECCO Companion Jonathan Gillett, Shahryar Rahnamayan, Masoud Makrehchi, Azam Asilian Bidgoli
2020	J	`jnl`	An evolutionary decomposition-based multi-objective feature selection for multi-label classification. PeerJ Comput. Sci. Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
2020	B	`conf`	Discovering Numerous Strassen's Equivalent Equations Using a Simple Micro Multimodal GA: Evolution in Action. CEC Azam Asilian Bidgoli, Steven Trumble, Shahryar Rahnamayan
2020	J	`jnl`	Image-Based Benchmarking and Visualization for Large-Scale Global Optimization. CoRR Kyle Robert Harrison, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb
2020	J	`jnl`	Shahryar Origami Optimization (SOO): A Novel Approach for Solving Large-scale Expensive Optimization Problems Efficiently. CoRR Shahryar Rahnamayan, Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli
2019	—	`conf`	A Many-objective Feature Selection Algorithm for Multi-label Classification Based on Computational Complexity of Features. ICCSE Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
2019	B	`conf`	A Novel Multi-objective Binary Differential Evolution Algorithm for Multi-label Feature Selection. CEC Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
2019	B	`conf`	A Novel Pareto-VIKOR Index for Ranking Scientists' Publication Impacts: A Case Study on Evolutionary Computation Researchers. CEC Azam Asilian Bidgoli, Shahryar Rahnamayan, Sedigheh Mahdavi, Kalyanmoy Deb
2019	J	`jnl`	A memetic imperialist competitive algorithm with chaotic maps for multi-layer neural network training. Int. J. Bio Inspired Comput. Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Gerald Schaefer
2019	—	`conf`	An Effective Hybrid Approach for Optimising the Learning Process of Multi-layer Neural Networks. ISNN (1) Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Gerald Schaefer, Iakov Korovin
2019	B	`conf`	CGDE3: An Efficient Center-based Algorithm for Solving Large-scale Multi-objective Optimization Problems. CEC Hanan Hiba, Azam Asilian Bidgoli, Amin Ibrahim, Shahryar Rahnamayan
2019	C	`conf`	GDE4: The Generalized Differential Evolution with Ordered Mutation. EMO Azam Asilian Bidgoli, Sedigheh Mahdavi, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh
2019	C	`conf`	Opposition-Based Multi-objective Binary Differential Evolution for Multi-label Feature Selection. EMO Azam Asilian Bidgoli, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh
2019	—	`conf`	Proposing a Pareto-VIKOR Ranking Method for Enhancing Parallel Coordinates Visualization. ICCSE Khiria Aldwib, Azam Asilian Bidgoli, Shahryar Rahnamayan, Amin Ibrahim
2019	—	`conf`	Tackling Deceptive Optimization Problems Using Opposition-based DE with Center-based Latin Hypercube Initialization. ICCSE Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli, Shahryar Rahnamayan