Shahryar Rahnamayan

227 papers B 84C 6Journal 81Unranked 53

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`	Mitigating data center bias in cancer classification: Transfer bias unlearning and feature size reduction via conflict-of-interest free multi-objective optimization. Artif. Intell. Medicine Farnaz Kheiri, Shahryar Rahnamayan, Masoud Makrehchi
2025	J	`jnl`	A Novel Structure-Agnostic Multi-Objective Approach for Weight-Sharing Compression in Deep Neural Networks. CoRR Rasa Khosrowshahli, Shahryar Rahnamayan, Beatrice M. Ombuki-Berman
2025	J	`jnl`	Artificial bee colony algorithm based on multiple indicators for many-objective optimization with irregular Pareto fronts. Expert Syst. Appl. Hui Wang, Dong Xiao, Shahryar Rahnamayan, Wei Li, Jia Zhao
2025	J	`jnl`	Evolutionary Feature-wise Thresholding for Binary Representation of NLP Embeddings. CoRR Soumen Sinha, Shahryar Rahnamayan, 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	—	`conf`	Log Anomaly Detection by Leveraging LLM-Based Parsing and Embedding with Attention Mechanism. CCECE Asma Fariha, Vida Gharavian, Masoud Makrehchi, Shahryar Rahnamayan, Sanaa A. Alwidian, Akramul Azim
2024	—	`conf`	Massive Dimensions Reduction and Hybridization with Meta-heuristics in Deep Learning. CCECE Rasa Khosrowshahli, Shahryar Rahnamayan, Beatrice M. Ombuki-Berman
2024	J	`jnl`	Massive Dimensions Reduction and Hybridization with Meta-heuristics in Deep Learning. CoRR Rasa Khosrowshahli, Shahryar Rahnamayan, Beatrice M. Ombuki-Berman
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`	Opposition-based Multi-Objective ADAM Optimizer (OMAdam) for Training ANNs. CEC Farzaneh Nikbakhtsarvestani, Shahryar Rahnamayan, Mehran Ebrahimi
2024	B	`conf`	Optimal Barcode Representation for NLP Embeddings. SMC Soumen Sinha, Azam Asilian Bidgoli, Shahryar Rahnamayan
2024	—	`conf`	Progressively Growing Generative Adversarial Network Based Auto-encoder for MRI Image Inpainting. Canadian AI Farnaz Kheiri, Hamid Esmaeili Najafabadi, 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	—	`conf`	A Task Scheduler for Mobile Edge Computing Using Priority-based Reinforcement Learning. SSCI Amin Avan, Farnaz Kheiri, Qusay H. Mahmoud, Akramul Azim, Masoud Makrehchi, Shahryar Rahnamayan
2023	—	`conf`	ALFA - Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals. ICCV (Workshops) Milad Sikaroudi, Seyedeh Maryam Hosseini, Shahryar Rahnamayan, Hamid R. Tizhoosh
2023	J	`jnl`	ALFA - Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals. CoRR Milad Sikaroudi, Seyedeh Maryam Hosseini, Shahryar Rahnamayan, Hamid R. Tizhoosh
2023	B	`conf`	Block Differential Evolution. CEC Rasa Khosrowshahli, Shahryar Rahnamayan
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	—	`conf`	Intrusion Detection for Wireless Sensor Network Using Graph Neural Networks. SSCI Vida Gharavian, Rasa Khosrowshahli, Qusay H. Mahmoud, Masoud Makrehchi, Shahryar Rahnamayan
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	B	`conf`	Multi-objective ADAM Optimizer (MAdam). SMC Farzaneh Nikbakhtsarvestani, Mehran Ebrahimi, Shahryar Rahnamayan
2023	—	`conf`	Opposition-Based Crossover Operation for Differential Evolution Algorithm. SSCI Sevda Ebrahimi, Shahryar Rahnamayan, Azam Asilian Bidgoli
2023	B	`conf`	Ranking Center-based NSGA-II. SMC Rasa Khosrowshahli, Shahryar Rahnamayan, Amin Ibrahim, Masoud Makrehchi
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	—	`conf`	Hospital-Agnostic Image Representation Learning in Digital Pathology. EMBC Milad Sikaroudi, Shahryar Rahnamayan, Hamid R. Tizhoosh
2022	J	`jnl`	Hospital-Agnostic Image Representation Learning in Digital Pathology. CoRR Milad Sikaroudi, Shahryar Rahnamayan, 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	—	`conf`	Multi-Objective Differential Evolution and Unseen Adversarial Sample Generation. CASCON Weimin Zhao, Sanaa A. Alwidian, Hancong Ge, Shahryar Rahnamayan, Qusay H. Mahmoud
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
2022	J	`jnl`	Variable Functioning and Its Application to Large Scale Steel Frame Design Optimization. CoRR Amir H. Gandomi, Kalyanmoy Deb, Ronald C. Averill, Shahryar Rahnamayan, Mohammad Nabi Omidvar
2021	B	`conf`	3D-RadViz: Three Dimensional Radial Visualization for Large-Scale Data Visualization. CEC Abdelrahman Elewah, Abeer A. Badawi, Haytham Khalil, Shahryar Rahnamayan, Khalid Elgazzar
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	J	`jnl`	Analysis, modeling, and multi-objective optimization of machining Inconel 718 with nano-additives based minimum quantity coolant. Appl. Soft Comput. Hussien Hegab, Amr Salem, Shahryar Rahnamayan, H. A. Kishawy
2021	—	`conf`	House price prediction using clustering and genetic programming along with conducting a comparative study. GECCO Companion Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi
2021	B	`conf`	Memetic Differential Evolution Using Coordinate Descent. CEC Azam Asilian Bidgoli, Shahryar Rahnamayan
2021	—	`conf`	Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images. MICCAI (8) Shivam Kalra, Mohammed Adnan, Sobhan Hemati, Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh
2021	J	`jnl`	Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images. CoRR Shivam Kalra, Mohammed Adnan, Sobhan Hemati, Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh
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 Center-based Differential Evolution Algorithm. CEC Seyed Jalaleddin Mousavirad, 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 Smart Scheme for Variable Selection in Partial Opposition-based Differential Evolution. SSCI Bradley Wood, Viraj Patel, 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`	Binary Hybrid Differential Evolution Algorithm for Multi-label Feature Selection. SMC Nelson Vithayathil Varghese, Amritpal Singh, Ashwin Suresh, Shahryar Rahnamayan
2020	B	`conf`	CenPSO: A Novel Center-based Particle Swarm Optimization Algorithm for Large-scale Optimization. SMC Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan
2020	—	`conf`	Classifying Pneumonia among Chest X-Rays Using Transfer Learning. EMBC Abdullah Irfan, Akash L. Adivishnu, Antonio Sze-To, Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh
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	B	`conf`	Discrete Coordinate Descent (DCD). SMC Davood Zaman Farsa, Shahryar Rahnamayan
2020	B	`conf`	Enhancing Parallel Coordinates Visualization Using Genetic Algorithm with Smart Mutation. SMC Khiria Aldwib, Shahryar Rahnamayan, Amin Ibrahim
2020	—	`conf`	Enhancing SHADE and L-SHADE Algorithms Using Ordered Mutation. SSCI Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan
2020	—	`conf`	Evaluating the Predictability of Cancer Types from 536 Somatic Mutations: A New Dataset. EMBC Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh
2020	—	`conf`	Evolving Feedforward Neural Networks Using a Quasi-Opposition-Based Differential Evolution for Data Classification. SSCI Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan
2020	B	`conf`	Forming Local Intersections of Projections for Classifying and Searching Histopathology Images. AIME Aditya Sriram, Shivam Kalra, Morteza Babaie, Brady Kieffer, Waddah Al Drobi, Shahryar Rahnamayan, Hany Kashani, Hamid R. Tizhoosh
2020	J	`jnl`	Forming Local Intersections of Projections for Classifying and Searching Histopathology Images. CoRR Aditya Sriram, Shivam Kalra, Morteza Babaie, Brady Kieffer, Waddah Al Drobi, Shahryar Rahnamayan, Hany Kashani, Hamid R. Tizhoosh
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	B	`conf`	Many-level Image Thresholding using a Center-Based Differential Evolution Algorithm. CEC Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan, Gerald Schaefer
2020	J	`jnl`	Multi-Objective Optimization of Wavelet-Packet-Based Features in Pathological Diagnosis of Alzheimer Using Spontaneous Speech Signals. IEEE Access Mahda Nasrolahzadeh, Javad Haddadnia, Shahryar Rahnamayan
2020	B	`conf`	Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action. CEC S. Mostapha Kalami Heris, Shahryar Rahnamayan
2020	J	`jnl`	Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action. CoRR S. Mostapha Kalami Heris, Shahryar Rahnamayan
2020	B	`conf`	One-array Differential Evolution Algorithm with a Novel Replacement Strategy for Numerical Optimization. SMC Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan
2020	B	`conf`	Optimizing LSTM Based Network For Forecasting Stock Market. CEC Ehsan Rokhsatyazdi, Shahryar Rahnamayan, Hossein Amirinia, Sakib Ahmed
2020	B	`conf`	Pareto-RadVis: A Novel Visualization Scheme for Many-objective Optimization. SMC Mahda Nasrolahzadeh, Amin Ibrahim, Shahryar Rahnamayan, Javad Haddadnia
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
2020	B	`conf`	Towards Solving Large-scale Expensive Optimization Problems Efficiently Using Coordinate Descent Algorithm. SMC Shahryar Rahnamayan, Seyed Jalaleddin Mousavirad
2019	B	`conf`	A Knowledge Discovery of Relationships among Dataset Entities Using Optimum Hierarchical Clustering by DE Algorithm. CEC Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb, Mitra Rahnamayan
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	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	—	`conf`	Comparing Genetic Programming with Other Data Mining Techniques on Prediction Models. ICCSE Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi, Naveen Kalra
2019	C	`conf`	Designing Solar Chimney Power Plant Using Meta-modeling, Multi-objective Optimization, and Innovization. EMO Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi, Pedram Karimipour-Fard
2019	—	`conf`	Diabetes Mellitus Prediction Using Multi-objective Genetic Programming and Majority Voting. ICCSE Mehmet Bilgehan Erdem, Zekiye Erdem, Shahryar Rahnamayan
2019	—	`conf`	Differential Evolution Algorithm Based on a Competition Scheme. ICCSE Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan
2019	B	`conf`	Enhancing LQR Controller Using Optimized Real-time System by GDE3 and NSGA-II Algorithms and Comparing with Conventional Method. CEC Khizar Quresh, Shahryar Rahnamayan, Yuping He, Ramiro Liscano
2019	C	`conf`	GDE4: The Generalized Differential Evolution with Ordered Mutation. EMO Azam Asilian Bidgoli, Sedigheh Mahdavi, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh
2019	B	`conf`	Improving SHADE with Center-based Mutation for Large-scale Optimization. CEC Hanan Hiba, Mohammed El-Abd, Shahryar Rahnamayan
2019	B	`conf`	Large-scale Optimization Using Center-based Differential Evolution with Dynamic Mutation Scheme. CEC Hanan Hiba, Amin Ibrahim, Shahryar Rahnamayan
2019	J	`jnl`	Majority voting for discrete population-based optimization algorithms. Soft Comput. Sedigheh Mahdavi, Shahryar Rahnamayan, Abbas Mahdavi
2019	B	`conf`	Multi-objective Optimization of Hydrogen Production in Hybrid Renewable Energy Systems. CEC Shaimaa Seyam, Khaled H. M. Al-Hamed, Ali M. M. I. Qureshy, Ibrahim Dincer, Martin Agelin-Chaab, Shahryar Rahnamayan
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
2019	J	`jnl`	Using semi-independent variables to enhance optimization search. Expert Syst. Appl. Amir H. Gandomi, Kalyanmoy Deb, Ronald C. Averill, Shahryar Rahnamayan, Mohammad Nabi Omidvar
2018	J	`jnl`	3D-RadVis Antenna: Visualization and performance measure for many-objective optimization. Swarm Evol. Comput. Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
2018	—	`conf`	CenDE: Centroid-Based Differential Evolution. CCECE Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh
2018	—	`conf`	Enhanced Correlation Matrix Based Visualization for Multi- and Many-objective optimization. SSCI Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
2018	J	`jnl`	Incremental cooperative coevolution for large-scale global optimization. Soft Comput. Sedigheh Mahdavi, Shahryar Rahnamayan, Mohammad Ebrahim Shiri
2018	—	`conf`	Interactive Evolutionary Parameter Optimization for Eulerian Video Magnification. SSCI Syed Raazi Rizvi, Shahryar Rahnamayan
2018	—	`conf`	Length Scale-Based Differential Evolution. CCECE Sedigheh Mahdavi, Shahryar Rahnamayan
2018	B	`conf`	Maximum Power Point Tracking in Photovoltaic Farms Using DE and PSO Algorithms: A Comparative Study. CEC Faizan Khan, Ali Sunbul, Mohammad Y. Ali, Haytham Abdei-Gawad, Shahryar Rahnamayan, Vijay K. Sood
2018	J	`jnl`	Multi-Objective Solar Farm Design Based on Parabolic Collectors. J. Adv. Comput. Intell. Intell. Informatics Zakiya Alfughi, Shahryar Rahnamayan, Bekir Yilbas
2018	J	`jnl`	Opposition based learning: A literature review. Swarm Evol. Comput. Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb
2017	J	`jnl`	A new cuckoo search algorithm with hybrid strategies for flow shop scheduling problems. Soft Comput. Hui Wang, Wenjun Wang, Hui Sun, Zhihua Cui, Shahryar Rahnamayan, Sanyou Zeng
2017	B	`conf`	Analyzing effects of ordering vectors in mutation schemes on performance of Differential Evolution. CEC Sedigheh Mahdavi, Shahryar Rahnamayan, Chirag Karia
2017	—	`conf`	Classification and Retrieval of Digital Pathology Scans: A New Dataset. CVPR Workshops Morteza Babaie, Shivam Kalra, Aditya Sriram, Christopher Mitcheltree, Shujin Zhu, Amin Khatami, Shahryar Rahnamayan, Hamid R. Tizhoosh
2017	J	`jnl`	Classification and Retrieval of Digital Pathology Scans: A New Dataset. CoRR Morteza Babaie, Shivam Kalra, Aditya Sriram, Christopher Mitcheltree, Shujin Zhu, Amin Khatami, Shahryar Rahnamayan, Hamid R. Tizhoosh
2017	J	`jnl`	Cooperative co-evolution with sensitivity analysis-based budget assignment strategy for large-scale global optimization. Appl. Intell. Sedigheh Mahdavi, Shahryar Rahnamayan, Mohammad Ebrahim Shiri
2017	—	`conf`	Differential evolution with center-based mutation for large-scale optimization. SSCI Hanan Hiba, Sedigheh Mahdavi, Shahryar Rahnamayan
2017	—	`conf`	Differential evolution with self-adaptive mutation scaling factor. SSCI Hanan Hiba, Sedigheh Mahdavi, Shahryar Rahnamayan
2017	B	`conf`	Enhancing clearing-based niching method using Delaunay Triangulation. CEC Shivam Kalra, Shahryar Rahnamayan, Kalyanmoy Deb
2017	—	`conf`	Enhancing discrete differential evolution by conducting election. SSCI Sedigheh Mahdavi, Shahryar Rahnamayan
2017	C	`conf`	Fusion of Many-Objective Non-dominated Solutions Using Reference Points. EMO Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
2017	B	`conf`	Fusion-based hybrid many-objective optimization algorithm. CEC Amin Ibrahim, Miguel Vargas Martin, Shahryar Rahnamayan, Kalyanmoy Deb
2017	C	`conf`	Injection of Extreme Points in Evolutionary Multiobjective Optimization Algorithms. EMO A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb, Shahryar Rahnamayan
2017	J	`jnl`	Learning Autoencoded Radon Projections. CoRR Aditya Sriram, Shivam Kalra, Hamid R. Tizhoosh, Shahryar Rahnamayan
2017	—	`conf`	Learning autoencoded radon projections. SSCI Aditya Sriram, Shivam Kalra, Hamid R. Tizhoosh, Shahryar Rahnamayan
2017	J	`jnl`	Micro-differential evolution: Diversity enhancement and a comparative study. Appl. Soft Comput. Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh
2017	J	`jnl`	Multilevel framework for large-scale global optimization. Soft Comput. Sedigheh Mahdavi, Shahryar Rahnamayan, Mohammad Ebrahim Shiri
2017	J	`jnl`	Opposition based Ensemble Micro Differential Evolution. CoRR Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh
2017	—	`conf`	Opposition-based ensemble micro-differential evolution. SSCI Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh
2017	B	`conf`	Optimal vibration control and innovization for rectangular plate. CEC Shamim Mashrouteh, Shahryar Rahnamayan, Ebrahim Esmailzadeh
2017	J	`jnl`	Randomly attracted firefly algorithm with neighborhood search and dynamic parameter adjustment mechanism. Soft Comput. Hui Wang, Zhihua Cui, Hui Sun, Shahryar Rahnamayan, Xin-She Yang
2017	B	`conf`	Schematic study on interaction and imbalance effects of variables for Large-Scale Optimization. CEC Sedigheh Mahdavi, Shahryar Rahnamayan
2016	B	`conf`	3D-RadVis: Visualization of Pareto front in many-objective optimization. CEC Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
2016	J	`jnl`	Automated Resolution Selection for Image Segmentation. CoRR Fares S. Al-Qunaieer, Hamid R. Tizhoosh, Shahryar Rahnamayan
2016	B	`conf`	Center-based initialization of cooperative co-evolutionary algorithm for large-scale optimization. CEC Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb
2016	—	`conf`	Customer shopping pattern prediction: A recurrent neural network approach. SSCI Hojjat Salehinejad, Shahryar Rahnamayan
2016	—	`conf`	Effects of centralized population initialization in differential evolution. SSCI Hojjat Salehinejad, Shahryar Rahnamayan
2016	B	`conf`	EliteNSGA-III: An improved evolutionary many-objective optimization algorithm. CEC Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
2016	J	`jnl`	Evolutionary Projection Selection for Radon Barcodes. CoRR Hamid R. Tizhoosh, Shahryar Rahnamayan
2016	B	`conf`	Evolutionary projection selection for Radon barcodes. CEC Hamid R. Tizhoosh, Shahryar Rahnamayan
2016	B	`conf`	Exploration enhancement in ensemble micro-differential evolution. CEC Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh
2016	J	`jnl`	Firefly algorithm with random attraction. Int. J. Bio Inspired Comput. Hui Wang, Wenjun Wang, Hui Sun, Shahryar Rahnamayan
2016	J	`jnl`	Gaussian bare-bones artificial bee colony algorithm. Soft Comput. Xinyu Zhou, Zhijian Wu, Hui Wang, Shahryar Rahnamayan
2016	J	`jnl`	Learning Opposites Using Neural Networks. CoRR Shivam Kalra, Aditya Sriram, Shahryar Rahnamayan, Hamid R. Tizhoosh
2016	B	`conf`	Learning opposites using neural networks. ICPR Shivam Kalra, Aditya Sriram, Shahryar Rahnamayan, Hamid R. Tizhoosh
2016	—	`conf`	Maintaining Diversity in The Bounded Pareto-Set: A Case of Opposition Based Solution Generation Scheme. GECCO (Companion) A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb, Shahryar Rahnamayan
2016	—	`conf`	Partial opposition-based learning using current best candidate solution. SSCI Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb
2016	J	`jnl`	Sequential Registration-Based Segmentation of the Prostate Gland in MR Image Volumes. J. Digit. Imaging Farzad Khalvati, Aryan Salmanpour, Shahryar Rahnamayan, Masoom A. Haider, Hamid R. Tizhoosh
2016	B	`conf`	Using opposition-based learning to enhance differential evolution: A comparative study. CEC Wenjun Wang, Hui Wang, Hui Sun, Shahryar Rahnamayan
2015	B	`conf`	A modified cuckoo search algorithm for flow shop scheduling problem with blocking. CEC Hui Wang, Wenjun Wang, Hui Sun, Changhe Li, Shahryar Rahnamayan, Yong Liu
2015	J	`jnl`	Learning Opposites with Evolving Rules. CoRR Hamid R. Tizhoosh, Shahryar Rahnamayan
2015	B	`conf`	Learning opposites with evolving rules. FUZZ-IEEE Hamid R. Tizhoosh, Shahryar Rahnamayan
2015	J	`jnl`	Metaheuristics in large-scale global continues optimization: A survey. Inf. Sci. Sedigheh Mahdavi, Mohammad Ebrahim Shiri, Shahryar Rahnamayan
2015	J	`jnl`	Micro-Differential Evolution: Diversity Enhancement and Comparative Study. CoRR Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh
2014	B	`conf`	3D localization in large-scale Wireless Sensor Networks: A micro-differential evolution approach. PIMRC Hojjat Salehinejad, Robert Zadeh, Ramiro Liscano, Shahryar Rahnamayan
2014	J	`jnl`	Artificial Neural Networks for Earthquake Anomaly Detection. J. Adv. Comput. Intell. Intell. Informatics Aditya Sriram, Shahryar Rahnamayan, Farid Bourennani
2014	J	`jnl`	Centroid Opposition-Based Differential Evolution. Int. J. Appl. Metaheuristic Comput. Shahryar Rahnamayan, Jude Jesuthasan, Farid Bourennani, Greg F. Naterer, Hojjat Salehinejad
2014	B	`conf`	Computing opposition by involving entire population. IEEE Congress on Evolutionary Computation Shahryar Rahnamayan, Jude Jesuthasan, Farid Bourennani, Hojjat Salehinejad, Greg F. Naterer
2014	B	`conf`	Cooperative Co-evolution with a new decomposition method for large-scale optimization. IEEE Congress on Evolutionary Computation Sedigheh Mahdavi, Mohammad Ebrahim Shiri, Shahryar Rahnamayan
2014	J	`jnl`	Enhancing differential evolution with role assignment scheme. Soft Comput. Xinyu Zhou, Zhijian Wu, Hui Wang, Shahryar Rahnamayan
2014	—	`conf`	Finding optimal transformation function for image thresholding using genetic programming. CIMSIVP Shaho Shahbazpanahi, Shahryar Rahnamayan
2014	B	`conf`	Fuzzy Adaptive Cruise Control system with speed sign detection capability. FUZZ-IEEE Raazi Rizvi, Shivam Kalra, Chirag Gosalia, Shahryar Rahnamayan
2014	B	`conf`	Genetic algorithm with self-adaptive mutation controlled by chromosome similarity. IEEE Congress on Evolutionary Computation Daniel Smullen, Jonathan Gillett, Joseph Heron, Shahryar Rahnamayan
2014	B	`conf`	Improved differential evolution with adaptive opposition strategy. IEEE Congress on Evolutionary Computation Huichao Liu, Zhijian Wu, Hui Wang, Shahryar Rahnamayan, Changshou Deng
2014	—	`conf`	MDE: Differential evolution with merit-based mutation strategy. SDE Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin
2014	B	`conf`	MODEL: Multi-objective differential evolution with leadership enhancement. IEEE Congress on Evolutionary Computation Farid Bourennani, Shahryar Rahnamayan, Greg F. Naterer
2014	B	`conf`	Micro-differential evolution with vectorized random mutation factor. IEEE Congress on Evolutionary Computation Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh, Stephen Y. Chen
2014	J	`jnl`	Multi-Resolution Level Sets with Shape Priors: A Validation Report for 2D Segmentation of Prostate Gland in T2W MR Images. J. Digit. Imaging Fares S. Al-Qunaieer, Hamid R. Tizhoosh, Shahryar Rahnamayan
2014	J	`jnl`	Multi-strategy ensemble artificial bee colony algorithm. Inf. Sci. Hui Wang, Zhijian Wu, Shahryar Rahnamayan, Hui Sun, Yong Liu, Jeng-Shyang Pan
2014	B	`conf`	Rotation-Based Learning: A Novel Extension of Opposition-Based Learning. PRICAI Huichao Liu, Zhijian Wu, Huanzhe Li, Hui Wang, Shahryar Rahnamayan, Changshou Deng
2014	—	`conf`	Simulated Raindrop algorithm for global optimization. CCECE Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin
2014	B	`conf`	Type-II opposition-based differential evolution. IEEE Congress on Evolutionary Computation Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh
2013	B	`conf`	Accelerating artificial bee colony algorithm by using an external archive. IEEE Congress on Evolutionary Computation Hui Wang, Zhijian Wu, Xinyu Zhou, Shahryar Rahnamayan
2013	J	`jnl`	Diversity enhanced particle swarm optimization with neighborhood search. Inf. Sci. Hui Wang, Hui Sun, Changhe Li, Shahryar Rahnamayan, Jeng-Shyang Pan
2013	J	`jnl`	Gaussian Bare-Bones Differential Evolution. IEEE Trans. Cybern. Hui Wang, Shahryar Rahnamayan, Hui Sun, Mahamed G. H. Omran
2013	B	`conf`	Leaders and speed constraint multi-objective particle swarm optimization. IEEE Congress on Evolutionary Computation Farid Bourennani, Shahryar Rahnamayan, Greg F. Naterer
2013	J	`jnl`	Optimal Photovoltaic System Design with Multi-Objective Optimization. Int. J. Appl. Metaheuristic Comput. Amin Ibrahim, Farid Bourennani, Shahryar Rahnamayan, Greg F. Naterer
2013	J	`jnl`	Parallel differential evolution with self-adapting control parameters and generalized opposition-based learning for solving high-dimensional optimization problems. J. Parallel Distributed Comput. Hui Wang, Shahryar Rahnamayan, Zhijian Wu
2012	J	`jnl`	An intuitive distance-based explanation of opposition-based sampling. Appl. Soft Comput. Shahryar Rahnamayan, G. Gary Wang, Mario Ventresca
2012	—	`conf`	Center-point-based Simulated Annealing. CCECE Ali Esmailzadeh, Shahryar Rahnamayan
2012	J	`jnl`	Generalised opposition-based differential evolution: an experimental study. Int. J. Comput. Appl. Technol. Hui Wang, Shahryar Rahnamayan, Sanyou Zeng
2012	—	`conf`	Interactive differential evolution for prostate ultrasound image thresholding. GECCO (Companion) Arman Darvish, Shahryar Rahnamayan, Zaid Salami Mohamad
2012	J	`jnl`	OGDE3: Opposition-Based Third Generalized Differential Evolution. J. Adv. Comput. Intell. Intell. Informatics Farid Bourennani, Shahryar Rahnamayan, Greg F. Naterer
2012	J	`jnl`	Optimal Parameter Setting of Active-Contours Using Differential Evolution and Expert-Segmented Sample Image. J. Adv. Comput. Intell. Intell. Informatics Arman Darvish, Shahryar Rahnamayan
2011	B	`conf`	Adaptive Differential Evolution with variable population size for solving high-dimensional problems. IEEE Congress on Evolutionary Computation Hui Wang, Shahryar Rahnamayan, Zhijian Wu
2011	B	`conf`	Enhanced Differential Evolution using center-based sampling. IEEE Congress on Evolutionary Computation Ali Esmailzadeh, Shahryar Rahnamayan
2011	J	`jnl`	Enhanced opposition-based differential evolution for solving high-dimensional continuous optimization problems. Soft Comput. Hui Wang, Zhijian Wu, Shahryar Rahnamayan
2011	J	`jnl`	Enhancing particle swarm optimization using generalized opposition-based learning. Inf. Sci. Hui Wang, Zhijian Wu, Shahryar Rahnamayan, Yong Liu, Mario Ventresca
2011	—	`conf`	Eye illusion enhancement using interactive Differential Evolution. SDE Zaid Salami Mohamad, Arman Darvish, Shahryar Rahnamayan
2011	J	`jnl`	Improving comprehensive learning particle swarm optimiser using generalised opposition-based learning. Int. J. Model. Identif. Control. Wenjun Wang, Hui Wang, Shahryar Rahnamayan
2011	B	`conf`	Multi-resolution level set image segmentation using wavelets. ICIP Fares S. Al-Qunaieer, Hamid R. Tizhoosh, Shahryar Rahnamayan
2011	—	`conf`	Opposition-based Differential Evolution with protective generation jumping. SDE Ali Esmailzadeh, Shahryar Rahnamayan
2011	B	`conf`	Optimal design of an air-cooling system for a Li-Ion battery pack in Electric Vehicles with a genetic algorithm. IEEE Congress on Evolutionary Computation Mohsen Mousavi, Shaikh Hoque, Shahryar Rahnamayan, Ibrahim Dincer, Greg F. Naterer
2010	J	`jnl`	A note on "Opposition versus randomness in soft computing techniques" [Appl. Soft Comput 8 (2) (2008) 906-918]. Appl. Soft Comput. Mario Ventresca, Shahryar Rahnamayan, Hamid R. Tizhoosh
2010	B	`conf`	Differential Evolution enhanced by neighborhood search. IEEE Congress on Evolutionary Computation Hui Wang, Zhijian Wu, Shahryar Rahnamayan
2010	—	`conf`	Diversity Analysis of Opposition-Based Differential Evolution - An Experimental Study. ISICA (1) Hui Wang, Zhijian Wu, Shahryar Rahnamayan, Jing Wang
2010	B	`conf`	Fighting noise with noise: DE with individuals shaking to tackle noisy problems. IEEE Congress on Evolutionary Computation Ali Esmailzadeh, Shahryar Rahnamayan
2010	B	`conf`	Opposition based computing - A survey. IJCNN Fares S. Al-Qunaieer, Hamid R. Tizhoosh, Shahryar Rahnamayan
2010	B	`conf`	Oppositional fuzzy image thresholding. FUZZ-IEEE Fares S. Al-Qunaieer, Hamid R. Tizhoosh, Shahryar Rahnamayan
2010	B	`conf`	Sequential DE enhanced by neighborhood search for Large Scale Global Optimization. IEEE Congress on Evolutionary Computation Hui Wang, Zhijian Wu, Shahryar Rahnamayan, Dazhi Jiang
2009	C	`conf`	A Scalability Test for Accelerated DE Using Generalized Opposition-Based Learning. ISDA Hui Wang, Zhijian Wu, Shahryar Rahnamayan, Lishan Kang
2009	J	`jnl`	Automatic Acquisition of Image Filtering and Object Extraction Procedures from Ground-Truth Samples. J. Adv. Comput. Intell. Intell. Informatics Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama
2009	B	`conf`	Center-based sampling for population-based algorithms. IEEE Congress on Evolutionary Computation Shahryar Rahnamayan, G. Gary Wang
2008	—	`ch.`	Differential Evolution Via Exploiting Opposite Populations. Oppositional Concepts in Computational Intelligence Shahryar Rahnamayan, Hamid R. Tizhoosh
2008	B	`conf`	Image thresholding using micro opposition-based Differential Evolution (Micro-ODE). IEEE Congress on Evolutionary Computation Shahryar Rahnamayan, Hamid R. Tizhoosh
2008	J	`jnl`	Opposition versus randomness in soft computing techniques. Appl. Soft Comput. Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama
2008	—	`ch.`	Opposition-Based Computing. Oppositional Concepts in Computational Intelligence Hamid R. Tizhoosh, Mario Ventresca, Shahryar Rahnamayan
2008	J	`jnl`	Opposition-Based Differential Evolution. IEEE Trans. Evol. Comput. Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama
2007	J	`jnl`	A novel population initialization method for accelerating evolutionary algorithms. Comput. Math. Appl. Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama
2007	—	`conf`	Opposition-Based Differential Evolution (ODE) with Variable Jumping Rate. FOCI Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama
2007	—	`—`	Opposition-Based Differential Evolution. Shahryar Rahnamayan
2007	B	`conf`	Quasi-oppositional Differential Evolution. IEEE Congress on Evolutionary Computation Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama
2006	—	`conf`	Image Thresholding Using Differential Evolution. IPCV Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama
2006	B	`conf`	Opposition-Based Differential Evolution Algorithms. IEEE Congress on Evolutionary Computation Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama
2006	B	`conf`	Opposition-Based Differential Evolution for Optimization of Noisy Problems. IEEE Congress on Evolutionary Computation Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama
2006	B	`conf`	Weighted Voting-Based Robust Image Thresholding. ICIP Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama
2005	—	`conf`	Automated Snake Initialization for the Segmentation of the Prostate in Ultrasound Images. ICIAR Shahryar Rahnamayan, Hamid R. Tizhoosh, Magdy M. A. Salama