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

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

A new weight freezing method for reducing training time in designing artificial neural networks. - Mobarakol Islam; Md. Shahjahan; Kazuyuki Murase (SMC, 2001)

Exploring constructive algorithms with stopping criteria to produce accurate and diverse individual neural networks in an ensemble. - Md. Monirul Islam; M. Shahjahan; Kazuyuki Murase (SMC, 2001)

A Neural Learning Rule for CCA Approximation. - M. Shahjahan; Kazuyuki Murase (ICONIP, 2004)

Learning by Back-Propagating Output Correlation in Winner-takes-all and Auto-associative Networks. - M. Shahjahan; Kazuyuki Murase (KES, 2004)

Convergence of coherent components of neural networks by positive correlation learning. - Md. Shahjahan; Md. Monirul Kabir; Kazuyuki Murase (IJCNN, 2005)

Neural Network Training Algorithm with Positive Correlation. - M. Shahjahan; Kazuyuki Murase (IEICE Trans. Inf. Syst., 2005)

A Pruning Algorithm for Training Cooperative Neural Network Ensembles. - M. Shahjahan; Kazuyuki Murase (IEICE Trans. Inf. Syst., 2006)

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

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

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

A Backward Feature Selection by Creating Compact Neural Network Using Coherence Learning and Pruning. - Md. Monirul Kabir; M. Shahjahan; Kazuyuki Murase (J. Adv. Comput. Intell. Intell. Informatics, 2007)

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 (IJCNN, 2008)

How to maintain information content in artificial neural networks with coherence adaptation. - M. Shahjahan; Md. Asaduzzaman; Kazuyuki Murase (IJCNN, 2008)

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 (IJCNN, 2008)

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

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

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

A complexity based Silent Pruning Algorithm. - Sultan Uddin Ahmed; Md. Fazle Elahi Khan; M. Shahjahan; Kazuyuki Murase (IJCNN, 2010)

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

A Paper Currency Recognition System Using Negatively Correlated Neural Network Ensemble. - Kalyan Kumar Debnath; Sultan Uddin Ahmed; M. Shahjahan; Kazuyuki Murase (J. Multim., 2010)

Feasibility study of a smart car. - M. Shahjahan; Fang-Yuan Xu; Loi Lei Lai (ICMLC, 2011)

An Efficient Neural Network Training Algorithm with Maximized Gradient Function and Modulated Chaos. - Mobarakol Islam; Arifur Rahaman; Md. Mehedi Hasan; M. Shahjahan (ISCID (1), 2011)

A Filter Based Feature Selection Approach Using Lempel Ziv Complexity. - Sultan Uddin Ahmed; Md. Fazle Elahi Khan; M. Shahjahan (ISNN (2), 2011)

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

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

Ant Colony Optimization for Feature Selection Involving Effective Local Search. - Md. Monirul Kabir; M. Shahjahan; Kazuyuki Murase (J. Adv. Comput. Intell. Intell. Informatics, 2011)

Extraction of Interesting Rules from Internet Search Histories. - Md. Asaduzzaman; M. Shahjahan; Kazuyuki Murase (J. Softw., 2011)

Injecting Chaos in Feedforward Neural Networks. - Sultan Uddin Ahmed; M. Shahjahan; Kazuyuki Murase (Neural Process. Lett., 2011)

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

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

Real time decision making forecasting using data mining and decision tree. - Md. Asaduzzaman; Md. Shahjahan; Kazuyuki Murase (SCIS&ISIS, 2014)

Preface. - Md. Shahjahan (J. Circuits Syst. Comput., 2015)

A robust feature selection system with Colin's CCA network. - Md. Zakir Hossain; Md. Monirul Kabir; Md. Shahjahan (Neurocomputing, 2016)