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Mohammad Reza Bonyadi
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2020 – today
- 2023
- [j24]Mohammad Reza Bonyadi
, Rui Wang, Maryam Ziaei:
Self-Punishment and Reward Backfill for Deep Q-Learning. IEEE Trans. Neural Networks Learn. Syst. 34(10): 8086-8093 (2023) - [i10]Mohammad Reza Bonyadi:
Autodecompose: A generative self-supervised model for semantic decomposition. CoRR abs/2302.03124 (2023) - 2020
- [j23]Mohammad Reza Bonyadi
A Theoretical Guideline for Designing an Effective Adaptive Particle Swarm. IEEE Trans. Evol. Comput. 24(1): 57-68 (2020) - [i9]Mohammad Reza Bonyadi, Rui Wang, Maryam Ziaei:
Self Punishment and Reward Backfill for Deep Q-Learning. CoRR abs/2004.05002 (2020)
2010 – 2019
- 2019
- [j22]Nhan Duy Truong, Levin Kuhlmann
Epileptic Seizure Forecasting With Generative Adversarial Networks. IEEE Access 7: 143999-144009 (2019) - [j21]Mohammad Reza Bonyadi
Optimal-Margin Evolutionary Classifier. IEEE Trans. Evol. Comput. 23(5): 885-898 (2019) - [j20]Mohammad Reza Bonyadi
Optimization of Distributions Differences for Classification. IEEE Trans. Neural Networks Learn. Syst. 30(2): 511-523 (2019) - [p2]Mohammad Reza Bonyadi, Zbigniew Michalewicz, Markus Wagner, Frank Neumann:
Evolutionary Computation for Multicomponent Problems: Opportunities and Future Directions. Optimization in Industry 2019: 13-30 - 2018
- [j19]Nhan Duy Truong
Integer Convolutional Neural Network for Seizure Detection. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(4): 849-857 (2018) - [j18]Nhan Duy Truong
Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram. Neural Networks 105: 104-111 (2018) - [i8]Mohammad Reza Bonyadi:
A theoretical guideline for designing an effective adaptive particle swarm. CoRR abs/1802.04855 (2018) - [i7]Mohammad Reza Bonyadi, David C. Reutens:
Optimal-margin evolutionary classifier. CoRR abs/1804.09891 (2018) - [i6]Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Omid Kavehei:
Semi-supervised Seizure Prediction with Generative Adversarial Networks. CoRR abs/1806.08235 (2018) - 2017
- [j17]Dorival M. Pedroso
Parallel evolutionary algorithm for single and multi-objective optimisation: Differential evolution and constraints handling. Appl. Soft Comput. 61: 995-1012 (2017) - [j16]Mohammad Reza Bonyadi
Particle Swarm Optimization for Single Objective Continuous Space Problems: A Review. Evol. Comput. 25(1): 1-54 (2017) - [j15]Nhan Duy Truong
Supervised learning in automatic channel selection for epileptic seizure detection. Expert Syst. Appl. 86: 199-207 (2017) - [j14]Mohammad Reza Bonyadi
Ahura: A Heuristic-Based Racer for the Open Racing Car Simulator. IEEE Trans. Comput. Intell. AI Games 9(3): 290-304 (2017) - [j13]Mohammad Reza Bonyadi
Impacts of Coefficients on Movement Patterns in the Particle Swarm Optimization Algorithm. IEEE Trans. Evol. Comput. 21(3): 378-390 (2017) - [i5]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 abs/1701.08968 (2017) - [i4]Mohammad Reza Bonyadi, Quang Minh Tieng, David C. Reutens:
Optimization of distributions differences for classification. CoRR abs/1703.00989 (2017) - [i3]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 abs/1707.01976 (2017) - [i2]Mohammad Reza Bonyadi, Viktor Vegh, David C. Reutens:
Linear centralization classifier. CoRR abs/1712.08259 (2017) - 2016
- [j12]Mohammad Reza Bonyadi
Analysis of Stability, Local Convergence, and Transformation Sensitivity of a Variant of the Particle Swarm Optimization Algorithm. IEEE Trans. Evol. Comput. 20(3): 370-385 (2016) - [j11]Mohammad Reza Bonyadi
Stability Analysis of the Particle Swarm Optimization Without Stagnation Assumption. IEEE Trans. Evol. Comput. 20(5): 814-819 (2016) - [p1]Mohammad Reza Bonyadi, Zbigniew Michalewicz
Evolutionary Computation for Real-World Problems. Challenges in Computational Statistics and Data Mining 2016: 1-24 - [i1]Mohammad Reza Bonyadi, Zbigniew Michalewicz, Frank Neumann, Markus Wagner:
Evolutionary computation for multicomponent problems: opportunities and future directions. CoRR abs/1606.06818 (2016) - 2014
- [j10]Mohammad Reza Bonyadi
An analysis of the velocity updating rule of the particle swarm optimization algorithm. J. Heuristics 20(4): 417-452 (2014) - [j9]Mohammad Reza Bonyadi
A locally convergent rotationally invariant particle swarm optimization algorithm. Swarm Intell. 8(3): 159-198 (2014) - [j8]Mohammad Reza Bonyadi
A hybrid particle swarm with a time-adaptive topology for constrained optimization. Swarm Evol. Comput. 18: 22-37 (2014) - [c14]Mohammad Reza Bonyadi, Zbigniew Michalewicz
On the edge of feasibility: A case study of the particle swarm optimizer. IEEE Congress on Evolutionary Computation 2014: 3059-3066 - [c13]Mohammad Reza Bonyadi, Zbigniew Michalewicz
SPSO 2011: analysis of stability; local convergence; and rotation sensitivity. GECCO 2014: 9-16 - [c12]Samadhi Nallaperuma, Frank Neumann
EVOR: an online evolutionary algorithm for car racing games. GECCO 2014: 317-324 - [c11]Mohammad Reza Bonyadi, Zbigniew Michalewicz
Socially inspired algorithms for the travelling thief problem. GECCO 2014: 421-428 - [c10]Sergey Polyakovskiy
A comprehensive benchmark set and heuristics for the traveling thief problem. GECCO 2014: 477-484 - [c9]Mohammad Reza Bonyadi, Zbigniew Michalewicz, Markus Wagner:
Beyond the Edge of Feasibility: Analysis of Bottlenecks. SEAL 2014: 431-442 - 2013
- [c8]Mohammad Reza Bonyadi, Zbigniew Michalewicz
The travelling thief problem: The first step in the transition from theoretical problems to realistic problems. IEEE Congress on Evolutionary Computation 2013: 1037-1044 - [c7]Xiang Li, Mohammad Reza Bonyadi, Zbigniew Michalewicz
Solving a real-world wheat blending problem using a hybrid evolutionary algorithm. IEEE Congress on Evolutionary Computation 2013: 2665-2671 - [c6]Mohammad Reza Bonyadi, Xiang Li, Zbigniew Michalewicz
A hybrid particle swarm with velocity mutation for constraint optimization problems. GECCO 2013: 1-8 - 2012
- [j7]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): 225-257 (2012) - [j6]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): 229-252 (2012) - [c5]Mohammad Reza Bonyadi, Zbigniew Michalewicz
A fast particle swarm optimization algorithm for the multidimensional knapsack problem. IEEE Congress on Evolutionary Computation 2012: 1-8 - 2011
- [j5]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): 355-375 (2011) - [j4]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): 41-71 (2011) - 2010
- [j3]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): 422-433 (2010) - [j2]Mohammad Reza Bonyadi, Hossein Rahmani, Mohsen Ebrahimi Moghaddam:
A genetic based disk scheduling method to decrease makespan and missed tasks. Inf. Syst. 35(7): 791-803 (2010)
2000 – 2009
- 2009
- [j1]Mohammad Reza Bonyadi, Mohsen Ebrahimi Moghaddam:
A Bipartite Genetic Algorithm for Multi-processor Task Scheduling. Int. J. Parallel Program. 37(5): 462-487 (2009) - [c4]Omid AghaLatifi
DEM: A discrete electromagnetism-like mechanism for solving discrete problems. CIRA 2009: 120-125 - 2008
- [c3]Mostafa Rahimi Azghadi, Mohammad Reza Bonyadi, Sara Hashemi, Mohsen Ebrahimi Moghaddam:
A hybrid multiprocessor task scheduling method based on immune genetic algorithm. QSHINE 2008: 56 - 2007
- [c2]Mohammad Reza Bonyadi, Mostafa Rahimi Azghadi, Hamed Shah-Hosseini:
Solving Traveling Salesman Problem Using Combinational Evolutionary Algorithm. AIAI 2007: 37-44 - [c1]Mostafa Rahimi Azghadi, Mohammad Reza Bonyadi, Hamed Shah-Hosseini:
Gender Classification Based on FeedForward Backpropagation Neural Network. AIAI 2007: 299-304
Coauthor Index
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