Mohammad Reza Bonyadi

50 papers A 5B 4C 1Misc 2Journal 34Unranked 2

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Autodecompose: A generative self-supervised model for semantic decomposition. CoRR Mohammad Reza Bonyadi
2023	J	`jnl`	Self-Punishment and Reward Backfill for Deep Q-Learning. IEEE Trans. Neural Networks Learn. Syst. Mohammad Reza Bonyadi, Rui Wang, Maryam Ziaei
2020	J	`jnl`	A Theoretical Guideline for Designing an Effective Adaptive Particle Swarm. IEEE Trans. Evol. Comput. Mohammad Reza Bonyadi
2020	J	`jnl`	Self Punishment and Reward Backfill for Deep Q-Learning. CoRR Mohammad Reza Bonyadi, Rui Wang, Maryam Ziaei
2019	J	`jnl`	Epileptic Seizure Forecasting With Generative Adversarial Networks. IEEE Access Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Damien Querlioz, Luping Zhou, Omid Kavehei
2019	—	`ch.`	Evolutionary Computation for Multicomponent Problems: Opportunities and Future Directions. Optimization in Industry Mohammad Reza Bonyadi, Zbigniew Michalewicz, Markus Wagner, Frank Neumann
2019	J	`jnl`	Optimal-Margin Evolutionary Classifier. IEEE Trans. Evol. Comput. Mohammad Reza Bonyadi, David C. Reutens
2019	J	`jnl`	Optimization of Distributions Differences for Classification. IEEE Trans. Neural Networks Learn. Syst. Mohammad Reza Bonyadi, Quang Minh Tieng, David C. Reutens
2018	J	`jnl`	A theoretical guideline for designing an effective adaptive particle swarm. CoRR Mohammad Reza Bonyadi
2018	J	`jnl`	Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram. Neural Networks Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Samuel J. Ippolito, Omid Kavehei
2018	J	`jnl`	Integer Convolutional Neural Network for Seizure Detection. IEEE J. Emerg. Sel. Topics Circuits Syst. Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Samuel James Ippolito, Omid Kavehei
2018	J	`jnl`	Optimal-margin evolutionary classifier. CoRR Mohammad Reza Bonyadi, David C. Reutens
2018	J	`jnl`	Semi-supervised Seizure Prediction with Generative Adversarial Networks. CoRR Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Omid Kavehei
2017	J	`jnl`	A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis. CoRR Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Omid Kavehei
2017	J	`jnl`	Ahura: A Heuristic-Based Racer for the Open Racing Car Simulator. IEEE Trans. Comput. Intell. AI Games Mohammad Reza Bonyadi, Zbigniew Michalewicz, Samadhi Nallaperuma, Frank Neumann
2017	J	`jnl`	Impacts of Coefficients on Movement Patterns in the Particle Swarm Optimization Algorithm. IEEE Trans. Evol. Comput. Mohammad Reza Bonyadi, Zbigniew Michalewicz
2017	J	`jnl`	Linear centralization classifier. CoRR Mohammad Reza Bonyadi, Viktor Vegh, David C. Reutens
2017	J	`jnl`	Optimization of distributions differences for classification. CoRR Mohammad Reza Bonyadi, Quang Minh Tieng, David C. Reutens
2017	J	`jnl`	Parallel evolutionary algorithm for single and multi-objective optimisation: Differential evolution and constraints handling. Appl. Soft Comput. Dorival M. Pedroso, Mohammad Reza Bonyadi, Marcus Gallagher
2017	J	`jnl`	Particle Swarm Optimization for Single Objective Continuous Space Problems: A Review. Evol. Comput. Mohammad Reza Bonyadi, Zbigniew Michalewicz
2017	J	`jnl`	Supervised Learning in Automatic Channel Selection for Epileptic Seizure Detection. CoRR Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Andrew Faulks, Omid Kavehei
2017	J	`jnl`	Supervised learning in automatic channel selection for epileptic seizure detection. Expert Syst. Appl. Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Andrew Faulks, Omid Kavehei
2016	J	`jnl`	Analysis of Stability, Local Convergence, and Transformation Sensitivity of a Variant of the Particle Swarm Optimization Algorithm. IEEE Trans. Evol. Comput. Mohammad Reza Bonyadi, Zbigniew Michalewicz
2016	—	`ch.`	Evolutionary Computation for Real-World Problems. Challenges in Computational Statistics and Data Mining Mohammad Reza Bonyadi, Zbigniew Michalewicz
2016	J	`jnl`	Evolutionary computation for multicomponent problems: opportunities and future directions. CoRR Mohammad Reza Bonyadi, Zbigniew Michalewicz, Frank Neumann, Markus Wagner
2016	J	`jnl`	Stability Analysis of the Particle Swarm Optimization Without Stagnation Assumption. IEEE Trans. Evol. Comput. Mohammad Reza Bonyadi, Zbigniew Michalewicz
2014	A	`conf`	A comprehensive benchmark set and heuristics for the traveling thief problem. GECCO Sergey Polyakovskiy, Mohammad Reza Bonyadi, Markus Wagner, Zbigniew Michalewicz, Frank Neumann
2014	J	`jnl`	A hybrid particle swarm with a time-adaptive topology for constrained optimization. Swarm Evol. Comput. Mohammad Reza Bonyadi, Xiang Li, Zbigniew Michalewicz
2014	J	`jnl`	A locally convergent rotationally invariant particle swarm optimization algorithm. Swarm Intell. Mohammad Reza Bonyadi, Zbigniew Michalewicz
2014	J	`jnl`	An analysis of the velocity updating rule of the particle swarm optimization algorithm. J. Heuristics Mohammad Reza Bonyadi, Zbigniew Michalewicz, Xiaodong Li
2014	—	`conf`	Beyond the Edge of Feasibility: Analysis of Bottlenecks. SEAL Mohammad Reza Bonyadi, Zbigniew Michalewicz, Markus Wagner
2014	A	`conf`	EVOR: an online evolutionary algorithm for car racing games. GECCO Samadhi Nallaperuma, Frank Neumann, Mohammad Reza Bonyadi, Zbigniew Michalewicz
2014	B	`conf`	On the edge of feasibility: A case study of the particle swarm optimizer. IEEE Congress on Evolutionary Computation Mohammad Reza Bonyadi, Zbigniew Michalewicz
2014	A	`conf`	SPSO 2011: analysis of stability; local convergence; and rotation sensitivity. GECCO Mohammad Reza Bonyadi, Zbigniew Michalewicz
2014	A	`conf`	Socially inspired algorithms for the travelling thief problem. GECCO Mohammad Reza Bonyadi, Zbigniew Michalewicz, Michal Roman Przybylek, Adam Wierzbicki
2013	A	`conf`	A hybrid particle swarm with velocity mutation for constraint optimization problems. GECCO Mohammad Reza Bonyadi, Xiang Li, Zbigniew Michalewicz
2013	B	`conf`	Solving a real-world wheat blending problem using a hybrid evolutionary algorithm. IEEE Congress on Evolutionary Computation Xiang Li, Mohammad Reza Bonyadi, Zbigniew Michalewicz, Luigi Barone
2013	B	`conf`	The travelling thief problem: The first step in the transition from theoretical problems to realistic problems. IEEE Congress on Evolutionary Computation Mohammad Reza Bonyadi, Zbigniew Michalewicz, Luigi Barone
2012	B	`conf`	A fast particle swarm optimization algorithm for the multidimensional knapsack problem. IEEE Congress on Evolutionary Computation Mohammad Reza Bonyadi, Zbigniew Michalewicz
2012	J	`jnl`	A new discrete electromagnetism-based meta-heuristic for solving the multidimensional knapsack problem using genetic operators. Oper. Res. Mohammad Reza Bonyadi, Xiaodong Li
2012	J	`jnl`	An Immune-based Genetic Algorithm with Reduced Search Space Coding for Multiprocessor Task Scheduling Problem. Int. J. Parallel Program. Mohsen Ebrahimi Moghaddam, Mohammad Reza Bonyadi
2011	J	`jnl`	A Nonuniform High-Quality Image Compression Method to Preserve User-Specified Compression Ratio. Int. J. Image Graph. Mohammad Reza Bonyadi, Mohsen Ebrahimi Moghaddam
2011	J	`jnl`	Hardware design of a new genetic based disk scheduling method. Real Time Syst. Hossein Rahmani, Mohammad Reza Bonyadi, Amir Momeni, Mohsen Ebrahimi Moghaddam, Maghsoud Abbaspour
2010	J	`jnl`	A dynamic max-min ant system for solving the travelling salesman problem. Int. J. Bio Inspired Comput. Mohammad Reza Bonyadi, Hamed Shah-Hosseini
2010	J	`jnl`	A genetic based disk scheduling method to decrease makespan and missed tasks. Inf. Syst. Mohammad Reza Bonyadi, Hossein Rahmani, Mohsen Ebrahimi Moghaddam
2009	J	`jnl`	A Bipartite Genetic Algorithm for Multi-processor Task Scheduling. Int. J. Parallel Program. Mohammad Reza Bonyadi, Mohsen Ebrahimi Moghaddam
2009	—	`conf`	DEM: A discrete electromagnetism-like mechanism for solving discrete problems. CIRA Omid AghaLatifi, Mohammad Reza Bonyadi
2008	C	`conf`	A hybrid multiprocessor task scheduling method based on immune genetic algorithm. QSHINE Mostafa Rahimi Azghadi, Mohammad Reza Bonyadi, Sara Hashemi, Mohsen Ebrahimi Moghaddam
2007	Misc	`conf`	Gender Classification Based on FeedForward Backpropagation Neural Network. AIAI Mostafa Rahimi Azghadi, Mohammad Reza Bonyadi, Hamed Shah-Hosseini
2007	Misc	`conf`	Solving Traveling Salesman Problem Using Combinational Evolutionary Algorithm. AIAI Mohammad Reza Bonyadi, Mostafa Rahimi Azghadi, Hamed Shah-Hosseini