Shahryar Rahnamayan

According to our database1, Shahryar Rahnamayan authored at least 163 papers between 2005 and 2022.

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Bibliography

2022
A comprehensive investigation on novel center-based sampling for large-scale global optimization.
Swarm Evol. Comput., 2022

Variable Functioning and Its Application to Large Scale Steel Frame Design Optimization.
CoRR, 2022

Hospital-Agnostic Image Representation Learning in Digital Pathology.
CoRR, 2022

Image-based benchmarking and visualization for large-scale global optimization.
Appl. Intell., 2022

2021
A novel binary many-objective feature selection algorithm for multi-label data classification.
Int. J. Mach. Learn. Cybern., 2021

Reference-point-based multi-objective optimization algorithm with opposition-based voting scheme for multi-label feature selection.
Inf. Sci., 2021

Analysis, modeling, and multi-objective optimization of machining Inconel 718 with nano-additives based minimum quantity coolant.
Appl. Soft Comput., 2021

Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Population-based coordinate descent algorithm with majority voting.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

House price prediction using clustering and genetic programming along with conducting a comparative study.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

3D-RadViz: Three Dimensional Radial Visualization for Large-Scale Data Visualization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Memetic Differential Evolution Using Coordinate Descent.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
An evolutionary decomposition-based multi-objective feature selection for multi-label classification.
PeerJ Comput. Sci., 2020

Shahryar Origami Optimization (SOO): A Novel Approach for Solving Large-scale Expensive Optimization Problems Efficiently.
CoRR, 2020

Multi-Objective Optimization of Wavelet-Packet-Based Features in Pathological Diagnosis of Alzheimer Using Spontaneous Speech Signals.
IEEE Access, 2020

A Smart Scheme for Variable Selection in Partial Opposition-based Differential Evolution.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Evolving Feedforward Neural Networks Using a Quasi-Opposition-Based Differential Evolution for Data Classification.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Enhancing SHADE and L-SHADE Algorithms Using Ordered Mutation.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Binary Hybrid Differential Evolution Algorithm for Multi-label Feature Selection.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Towards Solving Large-scale Expensive Optimization Problems Efficiently Using Coordinate Descent Algorithm.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Pareto-RadVis: A Novel Visualization Scheme for Many-objective Optimization.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

One-array Differential Evolution Algorithm with a Novel Replacement Strategy for Numerical Optimization.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

CenPSO: A Novel Center-based Particle Swarm Optimization Algorithm for Large-scale Optimization.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A Novel Collective Crossover Operator for Genetic Algorithms.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Discrete Coordinate Descent (DCD).
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Enhancing Parallel Coordinates Visualization Using Genetic Algorithm with Smart Mutation.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A pareto front-based metric to identify major bitcoin networks influencers.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Classifying Pneumonia among Chest X-Rays Using Transfer Learning.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Evaluating the Predictability of Cancer Types from 536 Somatic Mutations: A New Dataset.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Optimizing LSTM Based Network For Forecasting Stock Market.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Many-level Image Thresholding using a Center-Based Differential Evolution Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

A Novel Center-based Differential Evolution Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Discovering Numerous Strassen's Equivalent Equations Using a Simple Micro Multimodal GA: Evolution in Action.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

A Collective Intelligence Strategy for Enhancing Population-based optimization Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Forming Local Intersections of Projections for Classifying and Searching Histopathology Images.
Proceedings of the Artificial Intelligence in Medicine, 2020

2019
Majority voting for discrete population-based optimization algorithms.
Soft Comput., 2019

Using semi-independent variables to enhance optimization search.
Expert Syst. Appl., 2019

Differential Evolution Algorithm Based on a Competition Scheme.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

Tackling Deceptive Optimization Problems Using Opposition-based DE with Center-based Latin Hypercube Initialization.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

Diabetes Mellitus Prediction Using Multi-objective Genetic Programming and Majority Voting.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

A Many-objective Feature Selection Algorithm for Multi-label Classification Based on Computational Complexity of Features.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

Comparing Genetic Programming with Other Data Mining Techniques on Prediction Models.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

Proposing a Pareto-VIKOR Ranking Method for Enhancing Parallel Coordinates Visualization.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

Opposition-Based Multi-objective Binary Differential Evolution for Multi-label Feature Selection.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

GDE4: The Generalized Differential Evolution with Ordered Mutation.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

Designing Solar Chimney Power Plant Using Meta-modeling, Multi-objective Optimization, and Innovization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

Multi-objective Optimization of Hydrogen Production in Hybrid Renewable Energy Systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Enhancing LQR Controller Using Optimized Real-time System by GDE3 and NSGA-II Algorithms and Comparing with Conventional Method.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Knowledge Discovery of Relationships among Dataset Entities Using Optimum Hierarchical Clustering by DE Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Large-scale Optimization Using Center-based Differential Evolution with Dynamic Mutation Scheme.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Improving SHADE with Center-based Mutation for Large-scale Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

CGDE3: An Efficient Center-based Algorithm for Solving Large-scale Multi-objective Optimization Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Novel Pareto-VIKOR Index for Ranking Scientists' Publication Impacts: A Case Study on Evolutionary Computation Researchers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Novel Multi-objective Binary Differential Evolution Algorithm for Multi-label Feature Selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Opposition based learning: A literature review.
Swarm Evol. Comput., 2018

3D-RadVis Antenna: Visualization and performance measure for many-objective optimization.
Swarm Evol. Comput., 2018

Incremental cooperative coevolution for large-scale global optimization.
Soft Comput., 2018

Multi-Objective Solar Farm Design Based on Parabolic Collectors.
J. Adv. Comput. Intell. Intell. Informatics, 2018

Interactive Evolutionary Parameter Optimization for Eulerian Video Magnification.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Enhanced Correlation Matrix Based Visualization for Multi- and Many-objective optimization.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Maximum Power Point Tracking in Photovoltaic Farms Using DE and PSO Algorithms: A Comparative Study.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

CenDE: Centroid-Based Differential Evolution.
Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

Length Scale-Based Differential Evolution.
Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

2017
A new cuckoo search algorithm with hybrid strategies for flow shop scheduling problems.
Soft Comput., 2017

Randomly attracted firefly algorithm with neighborhood search and dynamic parameter adjustment mechanism.
Soft Comput., 2017

Multilevel framework for large-scale global optimization.
Soft Comput., 2017

Micro-differential evolution: Diversity enhancement and a comparative study.
Appl. Soft Comput., 2017

Cooperative co-evolution with sensitivity analysis-based budget assignment strategy for large-scale global optimization.
Appl. Intell., 2017

Learning autoencoded radon projections.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Opposition-based ensemble micro-differential evolution.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Enhancing discrete differential evolution by conducting election.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Differential evolution with self-adaptive mutation scaling factor.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Differential evolution with center-based mutation for large-scale optimization.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Injection of Extreme Points in Evolutionary Multiobjective Optimization Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

Fusion of Many-Objective Non-dominated Solutions Using Reference Points.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

Classification and Retrieval of Digital Pathology Scans: A New Dataset.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Optimal vibration control and innovization for rectangular plate.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Analyzing effects of ordering vectors in mutation schemes on performance of Differential Evolution.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Schematic study on interaction and imbalance effects of variables for Large-Scale Optimization.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Enhancing clearing-based niching method using Delaunay Triangulation.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Fusion-based hybrid many-objective optimization algorithm.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Gaussian bare-bones artificial bee colony algorithm.
Soft Comput., 2016

Sequential Registration-Based Segmentation of the Prostate Gland in MR Image Volumes.
J. Digit. Imaging, 2016

Firefly algorithm with random attraction.
Int. J. Bio Inspired Comput., 2016

Automated Resolution Selection for Image Segmentation.
CoRR, 2016

Effects of centralized population initialization in differential evolution.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Customer shopping pattern prediction: A recurrent neural network approach.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Partial opposition-based learning using current best candidate solution.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Learning opposites using neural networks.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Maintaining Diversity in The Bounded Pareto-Set: A Case of Opposition Based Solution Generation Scheme.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Using opposition-based learning to enhance differential evolution: A comparative study.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Evolutionary projection selection for Radon barcodes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Exploration enhancement in ensemble micro-differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Center-based initialization of cooperative co-evolutionary algorithm for large-scale optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

EliteNSGA-III: An improved evolutionary many-objective optimization algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

3D-RadVis: Visualization of Pareto front in many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Metaheuristics in large-scale global continues optimization: A survey.
Inf. Sci., 2015

Learning opposites with evolving rules.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A modified cuckoo search algorithm for flow shop scheduling problem with blocking.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Enhancing differential evolution with role assignment scheme.
Soft Comput., 2014

Multi-Resolution Level Sets with Shape Priors: A Validation Report for 2D Segmentation of Prostate Gland in T2W MR Images.
J. Digit. Imaging, 2014

Artificial Neural Networks for Earthquake Anomaly Detection.
J. Adv. Comput. Intell. Intell. Informatics, 2014

Multi-strategy ensemble artificial bee colony algorithm.
Inf. Sci., 2014

Centroid Opposition-Based Differential Evolution.
Int. J. Appl. Metaheuristic Comput., 2014

MDE: Differential evolution with merit-based mutation strategy.
Proceedings of the 2014 IEEE Symposium on Differential Evolution, 2014

Rotation-Based Learning: A Novel Extension of Opposition-Based Learning.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

3D localization in large-scale Wireless Sensor Networks: A micro-differential evolution approach.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Fuzzy Adaptive Cruise Control system with speed sign detection capability.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Finding optimal transformation function for image thresholding using genetic programming.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Multimedia, 2014

Genetic algorithm with self-adaptive mutation controlled by chromosome similarity.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Micro-differential evolution with vectorized random mutation factor.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Type-II opposition-based differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Computing opposition by involving entire population.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Cooperative Co-evolution with a new decomposition method for large-scale optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Improved differential evolution with adaptive opposition strategy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

MODEL: Multi-objective differential evolution with leadership enhancement.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Simulated Raindrop algorithm for global optimization.
Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014

2013
Gaussian Bare-Bones Differential Evolution.
IEEE Trans. Cybern., 2013

Parallel differential evolution with self-adapting control parameters and generalized opposition-based learning for solving high-dimensional optimization problems.
J. Parallel Distributed Comput., 2013

Diversity enhanced particle swarm optimization with neighborhood search.
Inf. Sci., 2013

Optimal Photovoltaic System Design with Multi-Objective Optimization.
Int. J. Appl. Metaheuristic Comput., 2013

Leaders and speed constraint multi-objective particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Accelerating artificial bee colony algorithm by using an external archive.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Optimal Parameter Setting of Active-Contours Using Differential Evolution and Expert-Segmented Sample Image.
J. Adv. Comput. Intell. Intell. Informatics, 2012

OGDE3: Opposition-Based Third Generalized Differential Evolution.
J. Adv. Comput. Intell. Intell. Informatics, 2012

Generalised opposition-based differential evolution: an experimental study.
Int. J. Comput. Appl. Technol., 2012

An intuitive distance-based explanation of opposition-based sampling.
Appl. Soft Comput., 2012

Interactive differential evolution for prostate ultrasound image thresholding.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Center-point-based Simulated Annealing.
Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

2011
Enhanced opposition-based differential evolution for solving high-dimensional continuous optimization problems.
Soft Comput., 2011

Enhancing particle swarm optimization using generalized opposition-based learning.
Inf. Sci., 2011

Improving comprehensive learning particle swarm optimiser using generalised opposition-based learning.
Int. J. Model. Identif. Control., 2011

Eye illusion enhancement using interactive Differential Evolution.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Opposition-based Differential Evolution with protective generation jumping.
Proceedings of the 2011 IEEE Symposium on Differential Evolution, 2011

Multi-resolution level set image segmentation using wavelets.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Adaptive Differential Evolution with variable population size for solving high-dimensional problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Optimal design of an air-cooling system for a Li-Ion battery pack in Electric Vehicles with a genetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Enhanced Differential Evolution using center-based sampling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
A note on "Opposition versus randomness in soft computing techniques" [Appl. Soft Comput 8 (2) (2008) 906-918].
Appl. Soft Comput., 2010

Diversity Analysis of Opposition-Based Differential Evolution - An Experimental Study.
Proceedings of the Advances in Computation and Intelligence - 5th International Symposium, 2010

Opposition based computing - A survey.
Proceedings of the International Joint Conference on Neural Networks, 2010

Oppositional fuzzy image thresholding.
Proceedings of the FUZZ-IEEE 2010, 2010

Sequential DE enhanced by neighborhood search for Large Scale Global Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Differential Evolution enhanced by neighborhood search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Fighting noise with noise: DE with individuals shaking to tackle noisy problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Automatic Acquisition of Image Filtering and Object Extraction Procedures from Ground-Truth Samples.
J. Adv. Comput. Intell. Intell. Informatics, 2009

A Scalability Test for Accelerated DE Using Generalized Opposition-Based Learning.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Center-based sampling for population-based algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Opposition-Based Computing.
Proceedings of the Oppositional Concepts in Computational Intelligence, 2008

Differential Evolution Via Exploiting Opposite Populations.
Proceedings of the Oppositional Concepts in Computational Intelligence, 2008

Opposition-Based Differential Evolution.
IEEE Trans. Evol. Comput., 2008

Opposition versus randomness in soft computing techniques.
Appl. Soft Comput., 2008

Image thresholding using micro opposition-based Differential Evolution (Micro-ODE).
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Opposition-Based Differential Evolution.
PhD thesis, 2007

A novel population initialization method for accelerating evolutionary algorithms.
Comput. Math. Appl., 2007

Opposition-Based Differential Evolution (ODE) with Variable Jumping Rate.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

Quasi-oppositional Differential Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Image Thresholding Using Differential Evolution.
Proceedings of the 2006 International Conference on Image Processing, 2006

Weighted Voting-Based Robust Image Thresholding.
Proceedings of the International Conference on Image Processing, 2006

Opposition-Based Differential Evolution Algorithms.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Opposition-Based Differential Evolution for Optimization of Noisy Problems.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Automated Snake Initialization for the Segmentation of the Prostate in Ultrasound Images.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005


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