K. Murase

Kazuyuki Murase, Fady Alnajjar, Indra Bin Mohd Zin, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

A Novel Hierarchical Adaptive Controller with Dynamic Memory for an Autonomous Robot

Kazuyuki Murase, Fady Alnajjar, Indra Bin Mohd Zin, 2008 .

Incremental Evolution of Autonomous Robots for a Complex Task

Kazuyuki Murase, Md. Monirul Islam, S. Terao, 2001, ICES.

HCBPM: an idea toward a social learning environment for humanoid robot

Kazuyuki Murase, Fady Alnajjar, Abdul Rahman Hafiz, 2010, 2010 World Automation Congress.

A new algorithm to design compact two-hidden-layer artificial neural networks

Kazuyuki Murase, Md. Monirul Islam, K. Murase, 2001, Neural Networks.

Wirtinger Calculus Based Gradient Descent and Levenberg-Marquardt Learning Algorithms in Complex-Valued Neural Networks

Kazuyuki Murase, Md. Faijul Amin, Muhammad Ilias Amin, 2011, ICONIP.

Optimization of interval type-2 fuzzy logic controller using quantum genetic algorithms

M. A. H. Akhand, Md. Faijul Amin, K. Murase, 2012, 2012 IEEE International Conference on Fuzzy Systems.

Simultaneous design of membership functions and rule sets for type-2 fuzzy controllers using genetic algorithms

Kazuyuki Murase, M. A. H. Akhand, Pintu Chandra Shill, 2011, 14th International Conference on Computer and Information Technology (ICCIT 2011).

Adaptive weighted fuzzy rule-based system for the risk level assessment of heart disease

Kazuyuki Murase, Pintu Chandra Shill, Animesh Kumar Paul, 2018, Applied Intelligence.

Binarization With Boosting and Oversampling for Multiclass Classification

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2016, IEEE Transactions on Cybernetics.

An algorithmic framework based on the binarization approach for supervised and semi-supervised multiclass problems

Kazuyuki Murase, Md. Monirul Islam, Ayon Sen, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

A new local search based hybrid genetic algorithm for feature selection

Kazuyuki Murase, Md. Monirul Kabir, Md. Shahjahan, 2011, Neurocomputing.

A new hybrid ant colony optimization algorithm for feature selection

Kazuyuki Murase, M. Shahjahan, Md. Monirul Kabir, 2012, Expert Syst. Appl..

Chaotic dynamics of a behavior-based miniature mobile robot: effects of environment and control structure

Kazuyuki Murase, Md. Monirul Islam, K. Murase, 2005, Neural Networks.

Effect of Fitness for the Evolution of Autonomous Robots in an Open-Environment

Kazuyuki Murase, Md. Monirul Islam, S. Terao, 2001, ICES.

MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2014 .

ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning

Kazuyuki Murase, Md. Monirul Islam, Sukarna Barua, 2013, PAKDD.

A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning

Kazuyuki Murase, Md. Monirul Islam, Sukarna Barua, 2011, ICONIP.

A cortex-inspired episodic memory toward interactive 3D robotic vision

Kazuyuki Murase, Abdul Rahman Abdul Ghani, K. Murase, 2014, 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence (CIHLI).

Semantic Spatiotemporal Memory toward 3D Robotic Vision

Kazuyuki Murase, Abdul Rahman Hafiz, A. R. Hafiz, 2013, 2013 Second International Conference on Robot, Vision and Signal Processing.

A new wrapper feature selection approach using neural network

Kazuyuki Murase, Md. Monirul Islam, Md. Monirul Kabir, 2010, Neurocomputing.

Bagging and Boosting Negatively Correlated Neural Networks

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

A constructive algorithm for training cooperative neural network ensembles

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2003, IEEE Trans. Neural Networks.

Ant Colony Optimization Toward Feature Selection

Kazuyuki Murase, Shahjahan, Monirul Kabir, 2013 .

An Efficient Feature Selection Using Ant Colony Optimization Algorithm

Kazuyuki Murase, Md. Monirul Kabir, Md. Shahjahan, 2009, ICONIP.

Symmetry Axis Based Object Recognition under Translation, Rotation and Scaling

Kazuyuki Murase, Md. Monirul Islam, Mashud Hyder, 2009, Int. J. Neural Syst..

Single-layered complex-valued neural networks and their ensembles for real-valued classification problems

Kazuyuki Murase, Md. Monirul Islam, Md. Faijul Amin, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Diversity Guided Evolutionary Programming: A novel approach for continuous optimization

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2012, Appl. Soft Comput..

Evolutionary Path Control Strategy for Solving Many-Objective Optimization Problem

Kazuyuki Murase, Xin Yao, Md. Monirul Islam, 2015, IEEE Transactions on Cybernetics.

Artificial Bee Colony Algorithm with Adaptive Explorations and Exploitations: A Novel Approach for Continuous Optimization

Kazuyuki Murase, Md. Monirul Islam, Mohammad ShafiulAlam, 2015 .

Artificial Bee Colony Algorithm with Improved Explorations: a Novel Approach for numerical Optimization

Kazuyuki Murase, Md. Monirul Islam, Md. Shafiul Alam, 2014, Int. J. Comput. Intell. Appl..

Designing a fully automated hierarchical fuzzy logic controllers using evolutionary algorithms

Kazuyuki Murase, Pintu Chandra Shill, P. C. Shill, 2013, 2013 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES).

Design of a self-tuning hierarchical fuzzy logic controller for nonlinear swing up and stabilizing control of inverted pendulum

Kazuyuki Murase, Pintu Chandra Shill, Md. Faijul Amin, 2012, 2012 IEEE International Conference on Fuzzy Systems.

Sensor-fusion in spiking neural network that generates autonomous behavior in real mobile robot

Kazuyuki Murase, Fady Alnajjar, K. Murase, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Use-dependent Synaptic Connection Modification in SNN Generating Autonomous Behavior in a Khepera Mobile Robot

K. Murase, F. Alnajjar, K. Murase, 2006, 2006 IEEE Conference on Robotics, Automation and Mechatronics.

Neural Network Training Algorithm with Positive Correlation

Kazuyuki Murase, M. Shahjahan, K. Murase, 2005, IEICE Trans. Inf. Syst..

Neural Network Ensemble Training by Sequential Interaction

Kazuyuki Murase, M. A. H. Akhand, K. Murase, 2007, ICANN.

A Pruning Algorithm for Training Cooperative Neural Network Ensembles

Kazuyuki Murase, M. Shahjahan, K. Murase, 2006, IEICE Trans. Inf. Syst..

Vision-sensorimotor abstraction and imagination towards exploring robot’s inner world

Kazuyuki Murase, Fady Alnajjar, Abdul Rahman Hafiz, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Injecting Chaos in Feedforward Neural Networks

Kazuyuki Murase, M. Shahjahan, K. Murase, 2011, Neural Processing Letters.

Chaotic dynamics of supervised neural network

Kazuyuki Murase, Sultan Uddin Ahmed, Md. Shahjahan, 2010, 2010 13th International Conference on Computer and Information Technology (ICCIT).

Extraction of interesting features from human motion

Kazuyuki Murase, Sultan Uddin Ahmed, Md. Shahjahan, 2010 .

Self-Organization of Spiking Neural Network Generating Autonomous Behavior in a Real Mobile Robot

Kazuyuki Murase, Fady Alnajjar, K. Murase, 2005, International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06).

Orthogonal least squares based complex-valued functional link network

Kazuyuki Murase, Md. Faijul Amin, Ramaswamy Savitha, 2012, Neural Networks.

Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization

Kazuyuki Murase, Md. Monirul Islam, Mohammad Shafiul Alam, 2012, IDEAL.

A pruning algorithm for training neural network ensembles

Kazuyuki Murase, Md. Shahjahan, M.A.H. Akhand, 2003, SICE 2003 Annual Conference (IEEE Cat. No.03TH8734).

A Novel Algorithm for Translation, Rotation and Scale Invariant Character Recognition

Md. Monirul Islam, Asif Iqbal, Md. Abdus Sattar, 2008 .

An algorithm for automatic design of two hidden layered artificial neural networks

Md. Monirul Islam, Kazuyuki Murase, M. Shahjahan, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

Faster Training Using Fusion of Activation Functions for Feed Forward Neural Networks

Kazuyuki Murase, M. Shahjahan, Md. Asaduzzaman, 2009, Int. J. Neural Syst..

A Precise Evolutionary Approach to Solve Multivariable Functional Optimization

Kazuyuki Murase, M.A.H. Akhand . Md. Robiul Islam, M. S. Sadi, 2011 .

A Lempel-Ziv Complexity-Based Neural Network Pruning Algorithm

Kazuyuki Murase, M. Shahjahan, Sultan Uddin Ahmed, 2011, Int. J. Neural Syst..

Integrating piecewise linear representation and ensemble neural network for stock price prediction

Kazuyuki Murase, Asaduzzaman, Md. Monirul Islam, 2014 .

Recurring Two-Stage Evolutionary Programming: A Novel Approach for Numeric Optimization

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Particle Swarm Optimization Based Adaptive Strategy for Tuning of Fuzzy Logic Controller

Kazuyuki Murase, Pintu Chandra Shill, Sree Bash, 2013 .

Particle Swarm Optimization Based Adaptive Strategy for Tuning of Fuzzy Logic Controller Sree Bash

Kazuyuki Murase, Pintu Chandra Shill, P. C. Shill, 2013 .

Real-Time Hand Gesture Recognition Using Complex-Valued Neural Network (CVNN)

Kazuyuki Murase, Md. Faijul Amin, Abdul Rahman Hafiz, 2011, ICONIP.

Context likelihood of relatedness with maximal information coefficient for Gene Regulatory Network inference

M. A. H. Akhand, R. N. Nandi, S. M. Amran, 2015, 2015 18th International Conference on Computer and Information Technology (ICCIT).

Gene Regulatory Network Inference Using Maximal Information Coefficient

Kazuyuki Murase, M. A. H. Akhand, S. M. Amran, 2015 .

Gene Regulatory Network inference incorporating Maximal Information Coefficient into Minimal Redundancy Network

S. M. Amran, K. Murase, M. A. H. Akhand, 2015, 2015 International Conference on Electrical Engineering and Information Communication Technology (ICEEICT).

Convolutional neural networks with multi-valued neurons

Kazuyuki Murase, Hideki Ogawa, Yuki Kominami, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

A New Adaptive Merging and Growing Algorithm for Designing Artificial Neural Networks

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Adaptive Ensemble Construction based on Progressive Interactive Training of Neural Networks

Kazuyuki Murase, M. A. H. Akhand, K. Murase, 2012 .

Evolution of Cooperative Ensemble Neural Network Controller for Autonomous Mobile Robots

Kazuyuki Murase, Mineki Okura, Shahjahan, 2011 .

Ensembles of diverse classifiers using synthetic training data

M. A. H. Akhand, K. Murase, M. M. Hafizur Rahman, 2012, 2012 International Conference on Computer and Communication Engineering (ICCCE).

Ensembles of Neural Networks through crossover based pattern generation

M. A. H. Akhand, K. Murase, K. Murase, 2011, 14th International Conference on Computer and Information Technology (ICCIT 2011).

A Comparative Study of Data Sampling Techniques for Constructing Neural Network Ensembles

Kazuyuki Murase, Md. Monirul Islam, M. A. H. Akhand, 2009, Int. J. Neural Syst..

MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

K. Murase, Xin Yao, Sukarna Barua, 2014, IEEE Transactions on Knowledge and Data Engineering.

GOS-IL: A Generalized Over-Sampling Based Online Imbalanced Learning Framework

Kazuyuki Murase, Md. Monirul Islam, Sukarna Barua, 2015, ICONIP.

An encoding technique for design and optimization of combinational logic circuit

K. Murase, M. Shahjahan, D. Bhadra, 2010, 2010 13th International Conference on Computer and Information Technology (ICCIT).

Back-Propagation Learning of Autonomous Behaviour: A Mobile Robot Khepera Took a Lesson from the Future Consequences

Kazuyuki Murase, Hirotaka Akita, Wei Yu, 1998, ICES.

A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently

Kazuyuki Murase, Md. Monirul Islam, Mohammad Shafiul Alam, 2007, IDEAL.

Classification of Skeletal Wireframe Representation of Hand Gesture Using Complex-Valued Neural Network

Md. Faijul Amin, A. R. Hafiz, Ahmed Yarub H. Al-Nuaimi, 2015, Neural Processing Letters.

Ensembles of Artificial Example based Neural Networks

Kazuyuki Murase, M. A. H. Akhand, Pintu Chandra Shill, 2010, J. Comput..

Neural network ensembles based on Artificial Training Examples

K. Murase, Pintu Chandra Shill, M. A. H. Akhand, 2009, 2009 12th International Conference on Computers and Information Technology.

Decision tree ensemble construction incorporating feature values modification and random subspace method

M. A. H. Akhand, K. Murase, M. M. Hafizur Rahman, 2014, 2014 International Conference on Informatics, Electronics & Vision (ICIEV).

Pattern Generation through Feature Values Modification and Decision Tree Ensemble Construction

Kazuyuki Murase, M. M. Hafizur Rahman, M. A. H. Akhand, 2013 .

Bagging and Boosting Negatively Correlated Neural Networks

K. Murase, S. Nirjon, Monirul Islam, 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

A Recurring Multi-Stage Evolutionary System for Balancing Exploitation and Exploration

Kazuyuki Murase, Md. Monirul Islam, Mohammad Shafiul Alam, 2006 .

Producer-Scrounger Method to Solve Traveling Salesman Problem

Kazuyuki Murase, M. A. H. Akhand, Pintu Chnadra Shill, 2015 .

Hybrid Ensemble Construction with Selected Neural Networks

Kazuyuki Murase, M. A. H. Akhand, Pintu Chandra Shill, 2011, J. Adv. Comput. Intell. Intell. Informatics.

Progressive interactive training: A sequential neural network ensemble learning method

Kazuyuki Murase, Md. Monirul Islam, M. A. H. Akhand, 2009, Neurocomputing.

A Novel Bioinspired Vision System: A Step toward Real-Time Human-Robot Interactions

Kazuyuki Murase, Fady Alnajjar, Abdul Rahman Hafiz, 2011, J. Robotics.

A novel dynamic edge detection inspired from mammalian retina toward better robot vision

Kazuyuki Murase, Fady Alnajjar, A. R. Hafiz, 2010, 2010 World Automation Congress.

A New Dynamic Edge Detection toward Better Human-Robot Interaction

Kazuyuki Murase, Fady Alnajjar, Abdul Rahman Hafiz, 2009, FIRA.

Ensemble of single-layered complex-valued neural networks for classification tasks

Kazuyuki Murase, Md. Monirul Islam, Md. Faijul Amin, 2009, Neurocomputing.

Single-layered complex-valued neural networks and their ensembles for real-valued classification problems

Md. Faijul Amin, K. Murase, M. Islam, 2008, IJCNN.

A Backward Feature Selection by Creating Compact Neural Network Using Coherence Learning and Pruning

Kazuyuki Murase, M. Shahjahan, Md. Monirul Kabir, 2007, J. Adv. Comput. Intell. Intell. Informatics.