Mohammad Reza Bonyadi

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 24

Top Topics

Convolutional Neural Networks

Optimization Algorithm

Continuous Space

Top Venues

IEEE Trans. Evol. Comput.

IEEE Congress on Evolutionary Computation

Publications

Mohammad Reza Bonyadi
Autodecompose: A generative self-supervised model for semantic decomposition. CoRR (2023)
Mohammad Reza Bonyadi, Rui Wang, Maryam Ziaei
Self-Punishment and Reward Backfill for Deep Q-Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Mohammad Reza Bonyadi
A Theoretical Guideline for Designing an Effective Adaptive Particle Swarm. IEEE Trans. Evol. Comput. 24 (1) (2020)
Mohammad Reza Bonyadi, Rui Wang, Maryam Ziaei
Self Punishment and Reward Backfill for Deep Q-Learning. CoRR (2020)
Mohammad Reza Bonyadi, Quang Minh Tieng, David C. Reutens
Optimization of Distributions Differences for Classification. IEEE Trans. Neural Networks Learn. Syst. 30 (2) (2019)
Mohammad Reza Bonyadi, David C. Reutens
Optimal-Margin Evolutionary Classifier. IEEE Trans. Evol. Comput. 23 (5) (2019)
Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Damien Querlioz, Luping Zhou, Omid Kavehei
Epileptic Seizure Forecasting With Generative Adversarial Networks. IEEE Access 7 (2019)
Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Samuel J. Ippolito, Omid Kavehei
Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram. Neural Networks 105 (2018)
Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Omid Kavehei
Semi-supervised Seizure Prediction with Generative Adversarial Networks. CoRR (2018)
Mohammad Reza Bonyadi, David C. Reutens
Optimal-margin evolutionary classifier. CoRR (2018)
Mohammad Reza Bonyadi
A theoretical guideline for designing an effective adaptive particle swarm. CoRR (2018)
Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Samuel James Ippolito, Omid Kavehei
Integer Convolutional Neural Network for Seizure Detection. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (4) (2018)
Mohammad Reza Bonyadi, Zbigniew Michalewicz
Impacts of Coefficients on Movement Patterns in the Particle Swarm Optimization Algorithm. IEEE Trans. Evol. Comput. 21 (3) (2017)
Mohammad Reza Bonyadi, Viktor Vegh, David C. Reutens
Linear centralization classifier. CoRR (2017)
Nhan Duy Truong, Anh Duy Nguyen, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Omid Kavehei
A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis. CoRR (2017)
Dorival M. Pedroso, Mohammad Reza Bonyadi, Marcus Gallagher
Parallel evolutionary algorithm for single and multi-objective optimisation: Differential evolution and constraints handling. Appl. Soft Comput. 61 (2017)
Mohammad Reza Bonyadi, Zbigniew Michalewicz, Samadhi Nallaperuma, Frank Neumann
Ahura: A Heuristic-Based Racer for the Open Racing Car Simulator. IEEE Trans. Comput. Intell. AI Games 9 (3) (2017)
Mohammad Reza Bonyadi, Zbigniew Michalewicz
Particle Swarm Optimization for Single Objective Continuous Space Problems: A Review. Evol. Comput. 25 (1) (2017)
Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Andrew Faulks, Omid Kavehei
Supervised Learning in Automatic Channel Selection for Epileptic Seizure Detection. CoRR (2017)
Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Jiawei Yang, Andrew Faulks, Omid Kavehei
Supervised learning in automatic channel selection for epileptic seizure detection. Expert Syst. Appl. 86 (2017)
Mohammad Reza Bonyadi, Quang Minh Tieng, David C. Reutens
Optimization of distributions differences for classification. CoRR (2017)
Mohammad Reza Bonyadi, Zbigniew Michalewicz
Analysis of Stability, Local Convergence, and Transformation Sensitivity of a Variant of the Particle Swarm Optimization Algorithm. IEEE Trans. Evol. Comput. 20 (3) (2016)
Mohammad Reza Bonyadi, Zbigniew Michalewicz, Frank Neumann, Markus Wagner
Evolutionary computation for multicomponent problems: opportunities and future directions. CoRR (2016)
Mohammad Reza Bonyadi, Zbigniew Michalewicz
Stability Analysis of the Particle Swarm Optimization Without Stagnation Assumption. IEEE Trans. Evol. Comput. 20 (5) (2016)
Mohammad Reza Bonyadi, Zbigniew Michalewicz, Markus Wagner
Beyond the Edge of Feasibility: Analysis of Bottlenecks. SEAL (2014)
Mohammad Reza Bonyadi, Xiang Li, Zbigniew Michalewicz
A hybrid particle swarm with a time-adaptive topology for constrained optimization. Swarm Evol. Comput. 18 (2014)
Mohammad Reza Bonyadi, Zbigniew Michalewicz
A locally convergent rotationally invariant particle swarm optimization algorithm. Swarm Intell. 8 (3) (2014)
Mohammad Reza Bonyadi, Zbigniew Michalewicz
On the edge of feasibility: A case study of the particle swarm optimizer. IEEE Congress on Evolutionary Computation (2014)
Mohammad Reza Bonyadi, Zbigniew Michalewicz, Michal Roman Przybylek, Adam Wierzbicki
Socially inspired algorithms for the travelling thief problem. GECCO (2014)
Samadhi Nallaperuma, Frank Neumann, Mohammad Reza Bonyadi, Zbigniew Michalewicz
EVOR: an online evolutionary algorithm for car racing games. GECCO (2014)
Mohammad Reza Bonyadi, Zbigniew Michalewicz, Xiaodong Li
An analysis of the velocity updating rule of the particle swarm optimization algorithm. J. Heuristics 20 (4) (2014)
Sergey Polyakovskiy, Mohammad Reza Bonyadi, Markus Wagner, Zbigniew Michalewicz, Frank Neumann
A comprehensive benchmark set and heuristics for the traveling thief problem. GECCO (2014)
Mohammad Reza Bonyadi, Zbigniew Michalewicz
SPSO 2011: analysis of stability; local convergence; and rotation sensitivity. GECCO (2014)
Mohammad Reza Bonyadi, Xiang Li, Zbigniew Michalewicz
A hybrid particle swarm with velocity mutation for constraint optimization problems. GECCO (2013)
Xiang Li, Mohammad Reza Bonyadi, Zbigniew Michalewicz, Luigi Barone
Solving a real-world wheat blending problem using a hybrid evolutionary algorithm. IEEE Congress on Evolutionary Computation (2013)
Mohammad Reza Bonyadi, Zbigniew Michalewicz, Luigi Barone
The travelling thief problem: The first step in the transition from theoretical problems to realistic problems. IEEE Congress on Evolutionary Computation (2013)
Mohammad Reza Bonyadi, Zbigniew Michalewicz
A fast particle swarm optimization algorithm for the multidimensional knapsack problem. IEEE Congress on Evolutionary Computation (2012)
Mohammad Reza Bonyadi, Xiaodong Li
A new discrete electromagnetism-based meta-heuristic for solving the multidimensional knapsack problem using genetic operators. Oper. Res. 12 (2) (2012)
Mohsen Ebrahimi Moghaddam, Mohammad Reza Bonyadi
An Immune-based Genetic Algorithm with Reduced Search Space Coding for Multiprocessor Task Scheduling Problem. Int. J. Parallel Program. 40 (2) (2012)
Mohammad Reza Bonyadi, Mohsen Ebrahimi Moghaddam
A Nonuniform High-Quality Image Compression Method to Preserve User-Specified Compression Ratio. Int. J. Image Graph. 11 (3) (2011)
Hossein Rahmani, Mohammad Reza Bonyadi, Amir Momeni, Mohsen Ebrahimi Moghaddam, Maghsoud Abbaspour
Hardware design of a new genetic based disk scheduling method. Real Time Syst. 47 (1) (2011)
Mohammad Reza Bonyadi, Hossein Rahmani, Mohsen Ebrahimi Moghaddam
A genetic based disk scheduling method to decrease makespan and missed tasks. Inf. Syst. 35 (7) (2010)
Mohammad Reza Bonyadi, Hamed Shah-Hosseini
A dynamic max-min ant system for solving the travelling salesman problem. Int. J. Bio Inspired Comput. 2 (6) (2010)
Omid AghaLatifi, Mohammad Reza Bonyadi
DEM: A discrete electromagnetism-like mechanism for solving discrete problems. CIRA (2009)
Mohammad Reza Bonyadi, Mohsen Ebrahimi Moghaddam
A Bipartite Genetic Algorithm for Multi-processor Task Scheduling. Int. J. Parallel Program. 37 (5) (2009)
Mostafa Rahimi Azghadi, Mohammad Reza Bonyadi, Sara Hashemi, Mohsen Ebrahimi Moghaddam
A hybrid multiprocessor task scheduling method based on immune genetic algorithm. QSHINE (2008)
Mohammad Reza Bonyadi, Mostafa Rahimi Azghadi, Hamed Shah-Hosseini
Solving Traveling Salesman Problem Using Combinational Evolutionary Algorithm. AIAI (2007)
Mostafa Rahimi Azghadi, Mohammad Reza Bonyadi, Hamed Shah-Hosseini
Gender Classification Based on FeedForward Backpropagation Neural Network. AIAI (2007)