Azam Asilian Bidgoli

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 46

Top Topics

Histopathology Images

Differential Evolution

Feature Selection

Neural Network Training

Top Venues

Publications

Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi
Enhancing Diversity in Multi-Objective Feature Selection. CEC (2024)
Ehsan Rokhsatyazdi, Shahryar Rahnamayan, Sevil Zanjani Miyandoab, Azam Asilian Bidgoli, Hamid R. Tizhoosh
Training Artificial Neural Networks by Coordinate Search Algorithm. CoRR (2024)
Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
Compact NSGA-II for Multi-objective Feature Selection. CoRR (2024)
Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
Multi-objective Binary Coordinate Search for Feature Selection. CoRR (2024)
Ananda Sutradhar, Azam Asilian Bidgoli, Shahryar Rahnamayan
COR-MFS: A Correlation-Based Multi-Objective Feature Selection on EEG Signals. CEC (2024)
Farnaz Kheiri, Azam Asilian Bidgoli, Masoud Makrehchi, Shahryar Rahnamayan
Feature Selection-driven Bias Deduction in Histopathology Images: Tackling Site-Specific Influences. CEC (2024)
Davood Zaman Farsa, Shahryar Rahnamayan, Azam Asilian Bidgoli, Hamid R. Tizhoosh
Evolutionary multi-objective design of autoencoders for compact representation of histopathology whole slide images. Comput. Oper. Res. 162 (2024)
Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi
Enhancing Diversity in Multi-objective Feature Selection. CoRR (2024)
Vida Gharavian, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
A Pairwise Surrogate Model using GNN for Evolutionary Optimization. SMC (2023)
Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
Compact NSGA-II for Multi-objective Feature Selection. SMC (2023)
Pooria Mazaheri, Azam Asilian Bidgoli, Shahryar Rahnamayan, Hamid R. Tizhoosh
Ranking Loss and Sequestering Learning for Reducing Image Search Bias in Histopathology. CoRR (2023)
Hamidreza Rouzegar, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
Enhancing Content-Based Histopathology Image Retrieval Using QR Code Representation. SSCI (2023)
Ehsan Rokhsatyazdi, Shahryar Rahnamayan, Sevil Zanjani Miyandoab, Azam Asilian Bidgoli, Hamid R. Tizhoosh
Training Artificial Neural Networks by Coordinate Search Algorithm. SSCI (2023)
Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
Self-Supervised Learning Using Noisy-Latent Augmentation. SMC (2023)
Farzaneh Nikbakhtsarvestani, Azam Asilian Bidgoli, Mehran Ebrahimi, Shahryar Rahnamayan
Multi-Objective Coordinate Search Optimization. CEC (2023)
Sevda Ebrahimi, Shahryar Rahnamayan, Azam Asilian Bidgoli
Opposition-Based Crossover Operation for Differential Evolution Algorithm. SSCI (2023)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Hamid R. Tizhoosh
Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images. IEEE Trans. Evol. Comput. 27 (1) (2023)
Pooria Mazaheri, Azam Asilian Bidgoli, Shahryar Rahnamayan, Hamid R. Tizhoosh
Ranking loss and sequestering learning for reducing image search bias in histopathology. Appl. Soft Comput. 142 (2023)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Hamid R. Tizhoosh
Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images. CoRR (2023)
Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
Multi-Objective Binary Coordinate Search for Feature Selection. SMC (2023)
Kyle Robert Harrison, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb
Image-based benchmarking and visualization for large-scale global optimization. Appl. Intell. 52 (4) (2022)
Majid Seydgar, Shahryar Rahnamayan, Pedram Ghamisi, Azam Asilian Bidgoli
Semisupervised Hyperspectral Image Classification Using a Probabilistic Pseudo-Label Generation Framework. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Shivam Kalra, Manit Zaveri, Clinton J. V. Campbell, Anil Parwani, Liron Pantanowitz, Hamid R. Tizhoosh
Evolutionary deep feature selection for compact representation of gigapixel images in digital pathology. Artif. Intell. Medicine 132 (2022)
Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli
Clustering Center-based Differential Evolution. CEC (2022)
Hanan Hiba, Shahryar Rahnamayan, Azam Asilian Bidgoli, Amin Ibrahim, Rasa khosroshahli
A comprehensive investigation on novel center-based sampling for large-scale global optimization. Swarm Evol. Comput. 73 (2022)
Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
A novel binary many-objective feature selection algorithm for multi-label data classification. Int. J. Mach. Learn. Cybern. 12 (7) (2021)
Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
Reference-point-based multi-objective optimization algorithm with opposition-based voting scheme for multi-label feature selection. Inf. Sci. 547 (2021)
Davood Zaman Farsa, Azam Asilian Bidgoli, Ehsan Rokhsat-Yazdi, Shahryar Rahnamayan
Population-based coordinate descent algorithm with majority voting. GECCO Companion (2021)
Azam Asilian Bidgoli, Shahryar Rahnamayan
Memetic Differential Evolution Using Coordinate Descent. CEC (2021)
Berna Kiraz, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
A Novel Collective Crossover Operator for Genetic Algorithms. SMC (2020)
Azam Asilian Bidgoli, Shahryar Rahnamayan
A Collective Intelligence Strategy for Enhancing Population-based optimization Algorithms. CEC (2020)
Shahryar Rahnamayan, Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli
Shahryar Origami Optimization (SOO): A Novel Approach for Solving Large-scale Expensive Optimization Problems Efficiently. CoRR (2020)
Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
An evolutionary decomposition-based multi-objective feature selection for multi-label classification. PeerJ Comput. Sci. 6 (2020)
Azam Asilian Bidgoli, Steven Trumble, Shahryar Rahnamayan
Discovering Numerous Strassen's Equivalent Equations Using a Simple Micro Multimodal GA: Evolution in Action. CEC (2020)
Jonathan Gillett, Shahryar Rahnamayan, Masoud Makrehchi, Azam Asilian Bidgoli
A pareto front-based metric to identify major bitcoin networks influencers. GECCO Companion (2020)
Kyle Robert Harrison, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb
Image-Based Benchmarking and Visualization for Large-Scale Global Optimization. CoRR (2020)
Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
A Many-objective Feature Selection Algorithm for Multi-label Classification Based on Computational Complexity of Features. ICCSE (2019)
Khiria Aldwib, Azam Asilian Bidgoli, Shahryar Rahnamayan, Amin Ibrahim
Proposing a Pareto-VIKOR Ranking Method for Enhancing Parallel Coordinates Visualization. ICCSE (2019)
Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli, Shahryar Rahnamayan
Tackling Deceptive Optimization Problems Using Opposition-based DE with Center-based Latin Hypercube Initialization. ICCSE (2019)
Hanan Hiba, Azam Asilian Bidgoli, Amin Ibrahim, Shahryar Rahnamayan
CGDE3: An Efficient Center-based Algorithm for Solving Large-scale Multi-objective Optimization Problems. CEC (2019)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh
Opposition-Based Multi-objective Binary Differential Evolution for Multi-label Feature Selection. EMO (2019)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Sedigheh Mahdavi, Kalyanmoy Deb
A Novel Pareto-VIKOR Index for Ranking Scientists' Publication Impacts: A Case Study on Evolutionary Computation Researchers. CEC (2019)
Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
A Novel Multi-objective Binary Differential Evolution Algorithm for Multi-label Feature Selection. CEC (2019)
Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Gerald Schaefer
A memetic imperialist competitive algorithm with chaotic maps for multi-layer neural network training. Int. J. Bio Inspired Comput. 14 (4) (2019)
Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Gerald Schaefer, Iakov Korovin
An Effective Hybrid Approach for Optimising the Learning Process of Multi-layer Neural Networks. ISNN (1) (2019)
Azam Asilian Bidgoli, Sedigheh Mahdavi, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh
GDE4: The Generalized Differential Evolution with Ordered Mutation. EMO (2019)