Kazuyuki Murase

Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase: ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning. PAKDD (2) 2013: 317-328

Mohammad Shafiul Alam, Md. Monirul Islam, Xin Yao, Kazuyuki Murase: Diversity Guided Evolutionary Programming: A novel approach for continuous optimization. Appl. Soft Comput. 12(6): 1693-1707 (2012)

Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase: A new hybrid ant colony optimization algorithm for feature selection. Expert Syst. Appl. 39(3): 3747-3763 (2012)

M. A. H. Akhand, Kazuyuki Murase: Ensembles of Neural Networks Based on the Alteration of Input Feature Values. Int. J. Neural Syst. 22(1): 77-87 (2012)

Pintu Chandra Shill, Md. Amjad Hossain, Md. Kowsar Hossain, Md. Faijul Amin, Kazuyuki Murase: Design and Implementation of an Effective Fuzzy Logic Controller based on Quantum Inspired Evolutionary Algorithm. JCP 7(3): 586-596 (2012)

Md. Faijul Amin, Ramaswamy Savitha, Muhammad Ilias Amin, Kazuyuki Murase: Orthogonal least squares based complex-valued functional link network. Neural Networks 32: 257-266 (2012)

Pintu Chandra Shill, Md. Faijul Amin, M. A. H. Akhand, Kazuyuki Murase: Optimization of interval type-2 fuzzy logic controller using quantum genetic algorithms. FUZZ-IEEE 2012: 1-8

Pintu Chandra Shill, Md. Faijul Amin, Kazuyuki Murase: Design of a self-tuning hierarchical fuzzy logic controller for nonlinear swing up and stabilizing control of inverted pendulum. FUZZ-IEEE 2012: 1-8

Md. Asaduzzaman, A. F. M. Nokib Uddin, M. Shahjahan, Kazuyuki Murase: Harnessing Chaotic Activation Functions in Training Neural Network. ICONIP (2) 2012: 551-558

Mohammad Shafiul Alam, Md. Monirul Islam, Kazuyuki Murase: Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization. IDEAL 2012: 1-8

A. Y. H. Al-Nuaimi, Md. Faijul Amin, Kazuyuki Murase: Enhancing MP3 encoding by utilizing a predictive Complex-Valued Neural Network. IJCNN 2012: 1-6

Abdul Rahman Hafiz, Md. Faijul Amin, Kazuyuki Murase: Using complex-valued Levenberg-Marquardt algorithm for learning and recognizing various hand gestures. IJCNN 2012: 1-5

Md. Amjad Hossain, Pintu Chandra Shill, Bishnu Sarker, Kazuyuki Murase: Optimal Fuzzy Model Construction with Statistical Information using Genetic Algorithm. CoRR abs/1201.2004 (2012)

Sultan Uddin Ahmed, M. Shahjahan, Kazuyuki Murase: A Lempel-Ziv Complexity-Based Neural Network Pruning Algorithm. Int. J. Neural Syst. 21(5): 427-441 (2011)

Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase: A new local search based hybrid genetic algorithm for feature selection. Neurocomputing 74(17): 2914-2928 (2011)

Pintu Chandra Shill, M. A. H. Akhand, Md. Faijul Amin, Kazuyuki Murase: Optimization of Fuzzy Logic Controller for Trajectory Tracking Using Genetic Algorithm. JACIII 15(6): 639-651 (2011)

M. A. H. Akhand, Pintu Chandra Shill, Kazuyuki Murase: Hybrid Ensemble Construction with Selected Neural Networks. JACIII 15(6): 652-661 (2011)

Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase: Ant Colony Optimization for Feature Selection Involving Effective Local Search. JACIII 15(6): 671-680 (2011)

Md. Asaduzzaman, M. Shahjahan, Kazuyuki Murase: Extraction of Interesting Rules from Internet Search Histories. JSW 6(1): 10-19 (2011)

Sultan Uddin Ahmed, M. Shahjahan, Kazuyuki Murase: Injecting Chaos in Feedforward Neural Networks. Neural Processing Letters 34(1): 87-100 (2011)

Mohammad Shafiul Alam, Md. Monirul Islam, Xin Yao, Kazuyuki Murase: Recurring Two-Stage Evolutionary Programming: A Novel Approach for Numeric Optimization. IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(5): 1352-1365 (2011)

Pintu Chandra Shill, Md. Amjad Hossain, Md. Faijul Amin, Kazuyuki Murase: An adaptive fuzzy logic controller based on real coded quantum-inspired evolutionary algorithm. FUZZ-IEEE 2011: 614-621

Pintu Chandra Shill, Kishore Kumar Pal, Md. Faijul Amin, Kazuyuki Murase: Genetic algorithm based fully automated and adaptive fuzzy logic controller. FUZZ-IEEE 2011: 1572-1579

Abdul Rahman Hafiz, Md. Faijul Amin, Kazuyuki Murase: Real-Time Hand Gesture Recognition Using Complex-Valued Neural Network (CVNN). ICONIP (1) 2011: 541-549

Md. Faijul Amin, Muhammad Ilias Amin, A. Y. H. Al-Nuaimi, Kazuyuki Murase: Wirtinger Calculus Based Gradient Descent and Levenberg-Marquardt Learning Algorithms in Complex-Valued Neural Networks. ICONIP (1) 2011: 550-559

Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase: A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning. ICONIP (2) 2011: 735-744

Md. Faijul Amin, Ramaswamy Savitha, Muhammad Ilias Amin, Kazuyuki Murase: Complex-valued functional link network design by orthogonal least squares method for function approximation problems. IJCNN 2011: 1489-1496

Md. Rakib Hassan, Md. Monirul Islam, Kazuyuki Murase: A New Local Search Based Ant Colony Optimization Algorithm for Solving Combinatorial Optimization Problems. IEICE Transactions 93-D(5): 1127-1136 (2010)

Md. Monirul Kabir, Md. Monirul Islam, Kazuyuki Murase: A new wrapper feature selection approach using neural network. Neurocomputing 73(16-18): 3273-3283 (2010)

M. A. H. Akhand, Pintu Chandra Shill, Kazuyuki Murase: Ensembles of Artificial Example based Neural Networks. JCP 5(12): 1819-1827 (2010)

Kalyan Kumar Debnath, Sultan Uddin Ahmed, M. Shahjahan, Kazuyuki Murase: A Paper Currency Recognition System Using Negatively Correlated Neural Network Ensemble. Journal of Multimedia 5(6): 560-567 (2010)

Sultan Uddin Ahmed, Md. Fazle Elahi Khan, M. Shahjahan, Kazuyuki Murase: A complexity based Silent Pruning Algorithm. IJCNN 2010: 1-7

Md. Asaduzzaman, Sultan Uddin Ahmed, Md. Fazle Elahi Khan, M. Shahjahan, Kazuyuki Murase: Making use of damped noisy gradient in training neural network. IJCNN 2010: 1-5

Mashud Hyder, Md. Monirul Islam, M. A. H. Akhand, Kazuyuki Murase: Symmetry Axis Based Object Recognition under Translation, Rotation and Scaling. Int. J. Neural Syst. 19(1): 25-42 (2009)

M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase: A Comparative Study of Data Sampling Techniques for Constructing Neural Network Ensembles. Int. J. Neural Syst. 19(2): 67-89 (2009)

Md. Asaduzzaman, M. Shahjahan, Kazuyuki Murase: Faster Training Using Fusion of Activation Functions for Feed Forward Neural Networks. Int. J. Neural Syst. 19(6): 437-448 (2009)

Md. Faijul Amin, Kazuyuki Murase: Single-layered complex-valued neural network for real-valued classification problems. Neurocomputing 72(4-6): 945-955 (2009)

Md. Faijul Amin, Md. Monirul Islam, Kazuyuki Murase: Ensemble of single-layered complex-valued neural networks for classification tasks. Neurocomputing 72(10-12): 2227-2234 (2009)

M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase: Progressive interactive training: A sequential neural network ensemble learning method. Neurocomputing 73(1-3): 260-273 (2009)

Indra Bin Mohd Zin, Fady Alnajjar, Kazuyuki Murase: Adapting Real Mobile Robots to Complex Environments Using a Pattern Association Network Controller (PAN-C). JACIII 13(3): 312-319 (2009)

Md. Monirul Islam, Md. Abdus Sattar, Md. Faijul Amin, Xin Yao, Kazuyuki Murase: A New Adaptive Merging and Growing Algorithm for Designing Artificial Neural Networks. IEEE Transactions on Systems, Man, and Cybernetics, Part B 39(3): 705-722 (2009)

Md. Monirul Islam, Md. Abdus Sattar, Md. Faijul Amin, Xin Yao, Kazuyuki Murase: A New Constructive Algorithm for Architectural and Functional Adaptation of Artificial Neural Networks. IEEE Transactions on Systems, Man, and Cybernetics, Part B 39(6): 1590-1605 (2009)

Abdul Rahman Hafiz, Fady Alnajjar, Kazuyuki Murase: A New Dynamic Edge Detection toward Better Human-Robot Interaction. FIRA RoboWorld Congress 2009: 44-52

Fady Alnajjar, Abdul Rahman Hafiz, Indra Bin Mohd Zin, Kazuyuki Murase: Vision-Motor Abstraction toward Robot Cognition. ICONIP (2) 2009: 65-74

Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase: Involving New Local Search in Hybrid Genetic Algorithm for Feature Selection. ICONIP (2) 2009: 150-158

Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase: An Efficient Feature Selection Using Ant Colony Optimization Algorithm. ICONIP (2) 2009: 242-252

Fady Alnajjar, Abdul Rahman Hafiz, Kazuyuki Murase: A Novel Hierarchical Constructive BackPropagation with Memory for Teaching a Robot the Names of Things. ICONIP (1) 2009: 451-459

Md. Monirul Islam, Xin Yao, S. M. Shahriar Nirjon, Muhammad Asiful Islam, Kazuyuki Murase: Bagging and Boosting Negatively Correlated Neural Networks. IEEE Transactions on Systems, Man, and Cybernetics, Part B 38(3): 771-784 (2008)

Md. Monirul Islam, Md. Abdus Sattar, Md. Faijul Amin, Kazuyuki Murase: A New Adaptive Strategy for Pruning and Adding Hidden Neurons during Training Artificial Neural Networks. IDEAL 2008: 40-48

Md. Monirul Islam, Md. Faijul Amin, Suman Ahmmed, Kazuyuki Murase: An adaptive merging and growing algorithm for designing artificial neural networks. IJCNN 2008: 2003-2008

M. Shahjahan, Md. Asaduzzaman, Kazuyuki Murase: How to maintain information content in artificial neural networks with coherence adaptation. IJCNN 2008: 2024-2031

M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase: Training of neural network ensemble through progressive interaction. IJCNN 2008: 2120-2126

Fady Alnajjar, Kazuyuki Murase: Sensor-fusion in spiking neural network that generates autonomous behavior in real mobile robot. IJCNN 2008: 2200-2206

Fady Alnajjar, Indra Bin Mohd Zin, Kazuyuki Murase: A Spiking Neural Network with dynamic memory for a real autonomous mobile robot in dynamic environment. IJCNN 2008: 2207-2213

Fady Alnajjar, Abdul Rahman Hafiz, Indra Bin Mohd Zin, Kazuyuki Murase: Vision-sensorimotor abstraction and imagination towards exploring robot's inner world. IJCNN 2008: 2418-2424

Md. Faijul Amin, Md. Monirul Islam, Kazuyuki Murase: Single-layered complex-valued neural networks and their ensembles for real-valued classification problems. IJCNN 2008: 2500-2506

M. Shahjahan, Kafi M. Nahin, Md. Mayen Uddin, Md. Shamim Ahsan, Kazuyuki Murase: An implementation of on-line traffic information system via short message service (SMS) for Bangladesh. IJCNN 2008: 2612-2618

Md. Asaduzzaman, M. Shahjahan, Md. Monirul Kabir, M. Ohkura, Kazuyuki Murase: Generation of equal length patterns from heterogeneous patterns for using in artificial neural networks. IJCNN 2008: 3382-3387

Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase: A Backward Feature Selection by Creating Compact Neural Network Using Coherence Learning and Pruning. JACIII 11(6): 570-581 (2007)

M. A. H. Akhand, Kazuyuki Murase: A Minimal Neural Network Ensemble Construction Method: A Constructive Approach. JACIII 11(6): 582-592 (2007)

M. A. H. Akhand, Kazuyuki Murase: Neural Network Ensemble Training by Sequential Interaction. ICANN (1) 2007: 98-108

Md. Abdus Sattar, Md. Monirul Islam, Kazuyuki Murase: A New Constructive Algorithm for Designing and Training Artificial Neural Networks. ICONIP (1) 2007: 317-327

Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase: Feature Subset Selection Using Constructive Neural Nets with Minimal Computation by Measuring Contribution. ICONIP (1) 2007: 374-384

Gourab Kundu, Sirajum Munir, Md. Faizul Bari, Md. Monirul Islam, Kazuyuki Murase: A Novel Algorithm for Associative Classification. ICONIP (2) 2007: 453-459

P. Chakraborty, F. Ahmed, Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase: An Automatic Speaker Recognition System. ICONIP (1) 2007: 517-526

Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase: Diversity-Based Feature Selection from Neural Network with Low Computational Cost. ICONIP (2) 2007: 1017-1026

Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase: A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently. IDEAL 2007: 97-106

M. Shahjahan, Kazuyuki Murase: A Pruning Algorithm for Training Cooperative Neural Network Ensembles. IEICE Transactions 89-D(3): 1257-1269 (2006)

Fady Alnajjar, Kazuyuki Murase: Self-organization of Spiking Neural Network that Generates Autonomous Behavior in a Real Mobile Robot. Int. J. Neural Syst. 16(4): 229-240 (2006)

Kazuyuki Murase, Kosuke Sekiyama, Naoyuki Kubota, Tomohide Naniwa, Joaquin Sitte (Eds.): Proceedings of the 3rd International Symposium on Autonomous Minirobots for Research and Edutainment (AMiRE 2005), Awara-Spa, Fukui, Japan, September 20-22, 2005. Springer 2006, isbn 3-540-28496-6

M. Shahjahan, Kazuyuki Murase: Neural Network Training Algorithm with Positive Correlation. IEICE Transactions 88-D(10): 2399-2409 (2005)

Md. Monirul Islam, Kazuyuki Murase: Chaotic dynamics of a behavior-based miniature mobile robot: effects of environment and control structure. Neural Networks 18(2): 123-144 (2005)

Fady Alnajjar, Kazuyuki Murase: Self-Organization of Spiking Neural Network Generating Autonomous Behavior in a Miniature Mobile Robot. AMiRE 2005: 255-260

Kunihito Ashihara, Kazuyuki Murase: Safety of Autonomous Evolutionary Robots: Elimination of Certain Behavioral patterns by Complex Systems Analysis. AMiRE 2005: 273-278

M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase: A Hybrid Algorithm for Compact Neural Network Ensemble. CIMCA/IAWTIC 2005: 471-478

Fady Alnajjar, Kazuyuki Murase: Self-Organization of Spiking Neural Network Generating Autonomous Behavior in a Real Mobile Robot. CIMCA/IAWTIC 2005: 1134-1139

M. Shahjahan, Kazuyuki Murase: A Neural Learning Rule for CCA Approximation. ICONIP 2004: 465-470

M. Shahjahan, Kazuyuki Murase: Learning by Back-Propagating Output Correlation in Winner-takes-all and Auto-associative Networks. KES 2004: 968-974

Md. Monirul Islam, Xin Yao, Kazuyuki Murase: A constructive algorithm for training cooperative neural network ensembles. IEEE Transactions on Neural Networks 14(4): 820-834 (2003)

Md. Monirul Islam, Kazuyuki Murase: A new algorithm to design compact two-hidden-layer artificial neural networks. Neural Networks 14(9): 1265-1278 (2001)

Md. Monirul Islam, S. Terao, Kazuyuki Murase: Effect of Fitness for the Evolution of Autonomous Robots in an Open-Environment. ICES 2001: 171-181

Md. Monirul Islam, S. Terao, Kazuyuki Murase: Incremental Evolution of Autonomous Robots for a Complex Task. ICES 2001: 182-191

Hirotaka Akita, Md. Monirul Islam, Tooru Matumoto, Kazuyuki Murase: Back-Propagation Learning in Real Autonomous Mobile Robot Using Proximal and Distal Evaluation of Behavior . IJCNN (6) 2000: 329-333

Md. Monirul Islam, Kazuyuki Murase, M. Shahjahan: An Algorithm for Automatic Design of Two Hidden Layered Artificial Neural Networks. IJCNN (6) 2000: 467-474

Md. Monirul Islam, Hirotaka Akita, Kazuyuki Murase, M. Shahjahan: Representative Evolution: A Simple and Efficient Algorithm for Artificial Neural Network Evolution. IJCNN (6) 2000: 585-590

Kazuyuki Murase, Takaharu Wakida, Ryoichi Odagiri, Wei Yu, Hirotaka Akita, Tatsuya Asai: Back-Propagation Learning of Autonomous Behaviour: A Mobile Robot Khepera Took a Lesson from the Future Consequences. ICES 1998: 280-286

Ryoichi Odagiri, Wei Yu, Tatsuya Asai, Kazuyuki Murase: Analysis of the Scenery Perceived by a Real Mobile Robot Khepera. ICES 1998: 295-302

Taku Naito, Ryoichi Odagiri, Yutaka Matsunaga, Manabu Tanifuji, Kazuyuki Murase: Genetic Evolution of a Logic Circuit which Controls an Autonomous Mobile Robot. ICES 1996: 210-219