Kazuyuki Murase

According to our database1, Kazuyuki Murase authored at least 122 papers between 1996 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2019
Adaptive Fuzzy Logic Controllers Using Hybrid Genetic Algorithms.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2019

2018
Adaptive weighted fuzzy rule-based system for the risk level assessment of heart disease.
Appl. Intell., 2018

2017
Convolutional neural networks with multi-valued neurons.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
Binarization With Boosting and Oversampling for Multiclass Classification.
IEEE Trans. Cybernetics, 2016

Layered Ensemble Architecture for Time Series Forecasting.
IEEE Trans. Cybernetics, 2016

Quaternion neuro-fuzzy learning algorithm for generation of fuzzy rules.
Neurocomputing, 2016

Single-Layered Complex-Valued Neural Network with SMOTE for Imbalanced Data Classification.
Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

Link Prediction in Scientists Collaboration with Author Name and Affiliation.
Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

Complex-valued online classifier.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Multi-valued autoencoders for multi-valued neural networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
Evolutionary Path Control Strategy for Solving Many-Objective Optimization Problem.
IEEE Trans. Cybernetics, 2015

Classification of Skeletal Wireframe Representation of Hand Gesture Using Complex-Valued Neural Network.
Neural Processing Letters, 2015

Optimization of Fuzzy Logic Controllers with Rule Base Size Reduction using Genetic Algorithms.
International Journal of Information Technology and Decision Making, 2015

GOS-IL: A Generalized Over-Sampling Based Online Imbalanced Learning Framework.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014
MWMOTE-Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning.
IEEE Trans. Knowl. Data Eng., 2014

Artificial Bee Colony Algorithm with Improved Explorations: a Novel Approach for numerical Optimization.
International Journal of Computational Intelligence and Applications, 2014

Bridge to Fukui.
Adaptive Behaviour, 2014

Quaternion neuro-fuzzy for real-valued classification problems.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Real time decision making forecasting using data mining and decision tree.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Stabilization control of an inverted pendulum by complex-valued neuro-fuzzy learning algorithm.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

An algorithmic framework based on the binarization approach for supervised and semi-supervised multiclass problems.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Forecasting time series - A layered ensemble architecture.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A cortex-inspired episodic memory toward interactive 3D robotic vision.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2014

Towards better generalization in Pittsburgh learning classifier systems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Quaternion Neuro-fuzzy Learning Algorithm for Fuzzy Rule Generation.
Proceedings of the Second International Conference on Robot, Vision and Signal Processing, 2013

Semantic Spatiotemporal Memory toward 3D Robotic Vision.
Proceedings of the Second International Conference on Robot, Vision and Signal Processing, 2013

ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Designing a fully automated hierarchical fuzzy logic controllers using evolutionary algorithms.
Proceedings of the IEEE Symposium on Computational Intelligence for Engineering Solutions, 2013

Optimization of fuzzy logic controllers with rule base size reduction using genetic algorithms.
Proceedings of the IEEE Symposium on Computational Intelligence in Control and Automation, 2013

2012
Orthogonal least squares based complex-valued functional link network.
Neural Networks, 2012

Design and Implementation of an Effective Fuzzy Logic Controller based on Quantum Inspired Evolutionary Algorithm.
JCP, 2012

Ensembles of Neural Networks Based on the Alteration of Input Feature Values.
Int. J. Neural Syst., 2012

A new hybrid ant colony optimization algorithm for feature selection.
Expert Syst. Appl., 2012

Optimal Fuzzy Model Construction with Statistical Information using Genetic Algorithm
CoRR, 2012

Diversity Guided Evolutionary Programming: A novel approach for continuous optimization.
Appl. Soft Comput., 2012

Using complex-valued Levenberg-Marquardt algorithm for learning and recognizing various hand gestures.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Enhancing MP3 encoding by utilizing a predictive Complex-Valued Neural Network.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Harnessing Chaotic Activation Functions in Training Neural Network.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Design of a self-tuning hierarchical fuzzy logic controller for nonlinear swing up and stabilizing control of inverted pendulum.
Proceedings of the FUZZ-IEEE 2012, 2012

Optimization of interval type-2 fuzzy logic controller using quantum genetic algorithms.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Recurring Two-Stage Evolutionary Programming: A Novel Approach for Numeric Optimization.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Injecting Chaos in Feedforward Neural Networks.
Neural Processing Letters, 2011

Extraction of Interesting Rules from Internet Search Histories.
JSW, 2011

A Novel Bioinspired Vision System: A Step toward Real-Time Human-Robot Interactions.
J. Robotics, 2011

Optimization of Fuzzy Logic Controller for Trajectory Tracking Using Genetic Algorithm.
JACIII, 2011

Ant Colony Optimization for Feature Selection Involving Effective Local Search.
JACIII, 2011

Hybrid Ensemble Construction with Selected Neural Networks.
JACIII, 2011

A new local search based hybrid genetic algorithm for feature selection.
Neurocomputing, 2011

A Lempel-Ziv Complexity-Based Neural Network Pruning Algorithm.
Int. J. Neural Syst., 2011

Complex-valued functional link network design by orthogonal least squares method for function approximation problems.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Real-Time Hand Gesture Recognition Using Complex-Valued Neural Network (CVNN).
Proceedings of the Neural Information Processing - 18th International Conference, 2011

A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Wirtinger Calculus Based Gradient Descent and Levenberg-Marquardt Learning Algorithms in Complex-Valued Neural Networks.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Genetic algorithm based fully automated and adaptive fuzzy logic controller.
Proceedings of the FUZZ-IEEE 2011, 2011

An adaptive fuzzy logic controller based on real coded quantum-inspired evolutionary algorithm.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
HCBPM: An Idea toward a Social Learning Environment for Humanoid Robot.
J. Robotics, 2010

A Paper Currency Recognition System Using Negatively Correlated Neural Network Ensemble.
Journal of Multimedia, 2010

Ensembles of Artificial Example based Neural Networks.
JCP, 2010

A new wrapper feature selection approach using neural network.
Neurocomputing, 2010

A New Local Search Based Ant Colony Optimization Algorithm for Solving Combinatorial Optimization Problems.
IEICE Transactions, 2010

Making use of damped noisy gradient in training neural network.
Proceedings of the International Joint Conference on Neural Networks, 2010

A complexity based Silent Pruning Algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
A New Constructive Algorithm for Architectural and Functional Adaptation of Artificial Neural Networks.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

A New Adaptive Merging and Growing Algorithm for Designing Artificial Neural Networks.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

Adapting Real Mobile Robots to Complex Environments Using a Pattern Association Network Controller (PAN-C).
JACIII, 2009

Single-layered complex-valued neural network for real-valued classification problems.
Neurocomputing, 2009

Ensemble of single-layered complex-valued neural networks for classification tasks.
Neurocomputing, 2009

Progressive interactive training: A sequential neural network ensemble learning method.
Neurocomputing, 2009

Symmetry Axis Based Object Recognition under Translation, Rotation and Scaling.
Int. J. Neural Syst., 2009

Faster Training Using Fusion of Activation Functions for Feed Forward Neural Networks.
Int. J. Neural Syst., 2009

A Comparative Study of Data Sampling Techniques for Constructing Neural Network Ensembles.
Int. J. Neural Syst., 2009

A Hierarchical Autonomous Robot Controller for Learning and Memory: Adaptation in a Dynamic Environment.
Adaptive Behaviour, 2009

An Efficient Feature Selection Using Ant Colony Optimization Algorithm.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Involving New Local Search in Hybrid Genetic Algorithm for Feature Selection.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Vision-Motor Abstraction toward Robot Cognition.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

A Novel Hierarchical Constructive BackPropagation with Memory for Teaching a Robot the Names of Things.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

A New Dynamic Edge Detection toward Better Human-Robot Interaction.
Proceedings of the Advances in Robotics, 2009

2008
Bagging and Boosting Negatively Correlated Neural Networks.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008

A Simple Aplysia-Like Spiking Neural Network to Generate Adaptive Behavior in Autonomous Robots.
Adaptive Behaviour, 2008

An implementation of on-line traffic information system via short message service (SMS) for Bangladesh.
Proceedings of the International Joint Conference on Neural Networks, 2008

How to maintain information content in artificial neural networks with coherence adaptation.
Proceedings of the International Joint Conference on Neural Networks, 2008

An adaptive merging and growing algorithm for designing artificial neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2008

Generation of equal length patterns from heterogeneous patterns for using in artificial neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2008

Single-layered complex-valued neural networks and their ensembles for real-valued classification problems.
Proceedings of the International Joint Conference on Neural Networks, 2008

A Spiking Neural Network with dynamic memory for a real autonomous mobile robot in dynamic environment.
Proceedings of the International Joint Conference on Neural Networks, 2008

Sensor-fusion in spiking neural network that generates autonomous behavior in real mobile robot.
Proceedings of the International Joint Conference on Neural Networks, 2008

Vision-sensorimotor abstraction and imagination towards exploring robot's inner world.
Proceedings of the International Joint Conference on Neural Networks, 2008

Training of neural network ensemble through progressive interaction.
Proceedings of the International Joint Conference on Neural Networks, 2008

A New Adaptive Strategy for Pruning and Adding Hidden Neurons during Training Artificial Neural Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

2007
A Backward Feature Selection by Creating Compact Neural Network Using Coherence Learning and Pruning.
JACIII, 2007

A Minimal Neural Network Ensemble Construction Method: A Constructive Approach.
JACIII, 2007

A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

A New Constructive Algorithm for Designing and Training Artificial Neural Networks.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

A Novel Algorithm for Associative Classification.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Diversity-Based Feature Selection from Neural Network with Low Computational Cost.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Feature Subset Selection Using Constructive Neural Nets with Minimal Computation by Measuring Contribution.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

An Automatic Speaker Recognition System.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Neural Network Ensemble Training by Sequential Interaction.
Proceedings of the Artificial Neural Networks, 2007

2006
Self-organization of Spiking Neural Network that Generates Autonomous Behavior in a Real Mobile Robot.
Int. J. Neural Syst., 2006

A Pruning Algorithm for Training Cooperative Neural Network Ensembles.
IEICE Transactions, 2006

2005
Chaotic dynamics of a behavior-based miniature mobile robot: effects of environment and control structure.
Neural Networks, 2005

Neural Network Training Algorithm with Positive Correlation.
IEICE Transactions, 2005

Self-Organization of Spiking Neural Network Generating Autonomous Behavior in a Real Mobile Robot.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

A Hybrid Algorithm for Compact Neural Network Ensemble.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

Safety of Autonomous Evolutionary Robots: Elimination of Certain Behavioral patterns by Complex Systems Analysis.
Proceedings of the 3rd International Symposium on Autonomous Minirobots for Research and Edutainment (AMiRE 2005), 2005

Self-Organization of Spiking Neural Network Generating Autonomous Behavior in a Miniature Mobile Robot.
Proceedings of the 3rd International Symposium on Autonomous Minirobots for Research and Edutainment (AMiRE 2005), 2005

2004
Learning by Back-Propagating Output Correlation in Winner-takes-all and Auto-associative Networks.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

A Neural Learning Rule for CCA Approximation.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003
A constructive algorithm for training cooperative neural network ensembles.
IEEE Trans. Neural Networks, 2003

2001
A new algorithm to design compact two-hidden-layer artificial neural networks.
Neural Networks, 2001

Exploring constructive algorithms with stopping criteria to produce accurate and diverse individual neural networks in an ensemble.
Proceedings of the IEEE International Conference on Systems, 2001

A new weight freezing method for reducing training time in designing artificial neural networks.
Proceedings of the IEEE International Conference on Systems, 2001

Incremental Evolution of Autonomous Robots for a Complex Task.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

Effect of Fitness for the Evolution of Autonomous Robots in an Open-Environment.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2001

2000
An Algorithm for Automatic Design of Two Hidden Layered Artificial Neural Networks.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Representative Evolution: A Simple and Efficient Algorithm for Artificial Neural Network Evolution.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Back-Propagation Learning in Real Autonomous Mobile Robot Using Proximal and Distal Evaluation of Behavior .
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Dynamic Memory: Architecture for Real Time Integration of Visual Perception, Camera Action, and Network Communication.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1998
Analysis of the Scenery Perceived by a Real Mobile Robot Khepera.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1998

Back-Propagation Learning of Autonomous Behaviour: A Mobile Robot Khepera Took a Lesson from the Future Consequences.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1998

1996
Genetic Evolution of a Logic Circuit which Controls an Autonomous Mobile Robot.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1996


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