| 2017 | IJCNN | Convolutional neural networks with multi-valued neurons. | Yuki Kominami, Hideki Ogawa, Kazuyuki Murase |
| 2016 | IJCNN | Multi-valued autoencoders for multi-valued neural networks. | Ryusuke Hata, Kazuyuki Murase |
| 2016 | IJCNN | Complex-valued online classifier. | Masaya Ishikawa, Kazuyuki Murase |
| 2015 | ICONIP | GOS-IL: A Generalized Over-Sampling Based Online Imbalanced Learning Framework. | Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase |
| 2014 | CEC | Towards better generalization in Pittsburgh learning classifier systems. | Shubhra Kanti Karmaker Santu, Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase |
| 2014 | IJCNN | Forecasting time series - A layered ensemble architecture. | Md. Mustafizur Rahman, Shubhra Kanti Karmaker Santu, Md. Monirul Islam, Kazuyuki Murase |
| 2014 | IJCNN | An algorithmic framework based on the binarization approach for supervised and semi-supervised multiclass problems. | Ayon Sen, Md. Monirul Islam, Kazuyuki Murase |
| 2013 | PAKDD | ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning. | Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase |
| 2012 | ICONIP | Harnessing Chaotic Activation Functions in Training Neural Network. | Md. Asaduzzaman, A. F. M. Nokib Uddin, M. Shahjahan, Kazuyuki Murase |
| 2012 | IJCNN | Enhancing MP3 encoding by utilizing a predictive Complex-Valued Neural Network. | Ahmed Yarub H. Al-Nuaimi, Md. Faijul Amin, Kazuyuki Murase |
| 2012 | IJCNN | Using complex-valued Levenberg-Marquardt algorithm for learning and recognizing various hand gestures. | Abdul Rahman Hafiz, Md. Faijul Amin, Kazuyuki Murase |
| 2012 | IDEAL | Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization. | Mohammad Shafiul Alam, Md. Monirul Islam, Kazuyuki Murase |
| 2011 | ICONIP | Wirtinger Calculus Based Gradient Descent and Levenberg-Marquardt Learning Algorithms in Complex-Valued Neural Networks. | Md. Faijul Amin, Muhammad Ilias Amin, Ahmed Yarub H. Al-Nuaimi, Kazuyuki Murase |
| 2011 | ICONIP | A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning. | Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase |
| 2011 | ICONIP | Real-Time Hand Gesture Recognition Using Complex-Valued Neural Network (CVNN). | Abdul Rahman Hafiz, Md. Faijul Amin, Kazuyuki Murase |
| 2011 | IJCNN | Complex-valued functional link network design by orthogonal least squares method for function approximation problems. | Md. Faijul Amin, Ramaswamy Savitha, Muhammad Ilias Amin, Kazuyuki Murase |
| 2010 | IJCNN | A complexity based Silent Pruning Algorithm. | Sultan Uddin Ahmed, Md. Fazle Elahi Khan, M. Shahjahan, Kazuyuki Murase |
| 2010 | IJCNN | Making use of damped noisy gradient in training neural network. | Md. Asaduzzaman, Sultan Uddin Ahmed, Md. Fazle Elahi Khan, M. Shahjahan, Kazuyuki Murase |
| 2009 | ICONIP | A Novel Hierarchical Constructive BackPropagation with Memory for Teaching a Robot the Names of Things. | Fady Alnajjar, Abdul Rahman Hafiz, Kazuyuki Murase |
| 2009 | ICONIP | Vision-Motor Abstraction toward Robot Cognition. | Fady Alnajjar, Abdul Rahman Hafiz, Indra Bin Mohd Zin, Kazuyuki Murase |
| 2009 | ICONIP | Involving New Local Search in Hybrid Genetic Algorithm for Feature Selection. | Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase |
| 2009 | ICONIP | An Efficient Feature Selection Using Ant Colony Optimization Algorithm. | Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase |
| 2008 | IJCNN | Training of neural network ensemble through progressive interaction. | M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase |
| 2008 | IJCNN | Vision-sensorimotor abstraction and imagination towards exploring robot's inner world. | Fady Alnajjar, Abdul Rahman Hafiz, Indra Bin Mohd Zin, Kazuyuki Murase |
| 2008 | IJCNN | Sensor-fusion in spiking neural network that generates autonomous behavior in real mobile robot. | Fady Alnajjar, Kazuyuki Murase |
| 2008 | IJCNN | A Spiking Neural Network with dynamic memory for a real autonomous mobile robot in dynamic environment. | Fady Alnajjar, Indra Bin Mohd Zin, Kazuyuki Murase |
| 2008 | IJCNN | Single-layered complex-valued neural networks and their ensembles for real-valued classification problems. | Md. Faijul Amin, Md. Monirul Islam, Kazuyuki Murase |
| 2008 | IJCNN | Generation of equal length patterns from heterogeneous patterns for using in artificial neural networks. | Md. Asaduzzaman, M. Shahjahan, Md. Monirul Kabir, M. Ohkura, Kazuyuki Murase |
| 2008 | IJCNN | An adaptive merging and growing algorithm for designing artificial neural networks. | Md. Monirul Islam, Md. Faijul Amin, Suman Ahmmed, Kazuyuki Murase |
| 2008 | IJCNN | How to maintain information content in artificial neural networks with coherence adaptation. | M. Shahjahan, Md. Asaduzzaman, Kazuyuki Murase |
| 2008 | IJCNN | An implementation of on-line traffic information system via short message service (SMS) for Bangladesh. | M. Shahjahan, Kafi M. Nahin, Md. Mayen Uddin, Md. Shamim Ahsan, Kazuyuki Murase |
| 2008 | IDEAL | A New Adaptive Strategy for Pruning and Adding Hidden Neurons during Training Artificial Neural Networks. | Md. Monirul Islam, Md. Abdus Sattar, Md. Faijul Amin, Kazuyuki Murase |
| 2007 | ICANN | Neural Network Ensemble Training by Sequential Interaction. | M. A. H. Akhand, Kazuyuki Murase |
| 2007 | ICONIP | An Automatic Speaker Recognition System. | P. Chakraborty, F. Ahmed, Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase |
| 2007 | ICONIP | Feature Subset Selection Using Constructive Neural Nets with Minimal Computation by Measuring Contribution. | Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase |
| 2007 | ICONIP | Diversity-Based Feature Selection from Neural Network with Low Computational Cost. | Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase |
| 2007 | ICONIP | A Novel Algorithm for Associative Classification. | Gourab Kundu, Sirajum Munir, Md. Faizul Bari, Md. Monirul Islam, Kazuyuki Murase |
| 2007 | ICONIP | A New Constructive Algorithm for Designing and Training Artificial Neural Networks. | Md. Abdus Sattar, Md. Monirul Islam, Kazuyuki Murase |
| 2007 | IDEAL | A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently. | Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase |
| 2005 | IJCNN | Convergence of coherent components of neural networks by positive correlation learning. | Md. Shahjahan, Md. Monirul Kabir, Kazuyuki Murase |
| 2004 | ICONIP | A Neural Learning Rule for CCA Approximation. | M. Shahjahan, Kazuyuki Murase |
| 2004 | KES | Learning by Back-Propagating Output Correlation in Winner-takes-all and Auto-associative Networks. | M. Shahjahan, Kazuyuki Murase |
| 2001 | SMC | A new weight freezing method for reducing training time in designing artificial neural networks. | Mobarakol Islam, Md. Shahjahan, Kazuyuki Murase |
| 2001 | SMC | Exploring constructive algorithms with stopping criteria to produce accurate and diverse individual neural networks in an ensemble. | Md. Monirul Islam, M. Shahjahan, Kazuyuki Murase |
| 2000 | CVPR | Dynamic Memory: Architecture for Real Time Integration of Visual Perception, Camera Action, and Network Communication. | Takashi Matsuyama, Shinsaku Hiura, Toshikazu Wada, Kazuyuki Murase, A. Yoshioka |
| 2000 | IJCNN | Back-Propagation Learning in Real Autonomous Mobile Robot Using Proximal and Distal Evaluation of Behavior . | Hirotaka Akita, Md. Monirul Islam, Tooru Matumoto, Kazuyuki Murase |
| 2000 | IJCNN | Representative Evolution: A Simple and Efficient Algorithm for Artificial Neural Network Evolution. | Md. Monirul Islam, Hirotaka Akita, Kazuyuki Murase, M. Shahjahan |
| 2000 | IJCNN | An Algorithm for Automatic Design of Two Hidden Layered Artificial Neural Networks. | Md. Monirul Islam, Kazuyuki Murase, M. Shahjahan |
| 1986 | ICASSP | Structural identification algorithms of nonlinear systems using volterra functional series. | Kazuyuki Murase, Shiro Usui, Naohiro Toda |