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Journal Articles
- 2016
[j13]Md. Zakir Hossain
, Md. Monirul Kabir, Md. Shahjahan:
A robust feature selection system with Colin's CCA network. Neurocomputing 173: 855-863 (2016)- 2015
- [j12]Md. Shahjahan:
Preface. J. Circuits Syst. Comput. 24(2): 1502001:1-1502001:1 (2015) - 2012
- [j11]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) - 2011
- [j10]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) - [j9]Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase:
A new local search based hybrid genetic algorithm for feature selection. Neurocomputing 74(17): 2914-2928 (2011) - [j8]Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase:
Ant Colony Optimization for Feature Selection Involving Effective Local Search. J. Adv. Comput. Intell. Intell. Informatics 15(6): 671-680 (2011) - [j7]Md. Asaduzzaman, M. Shahjahan, Kazuyuki Murase:
Extraction of Interesting Rules from Internet Search Histories. J. Softw. 6(1): 10-19 (2011) - [j6]Sultan Uddin Ahmed, M. Shahjahan, Kazuyuki Murase:
Injecting Chaos in Feedforward Neural Networks. Neural Process. Lett. 34(1): 87-100 (2011) - 2010
- [j5]Kalyan Kumar Debnath, Sultan Uddin Ahmed, M. Shahjahan, Kazuyuki Murase:
A Paper Currency Recognition System Using Negatively Correlated Neural Network Ensemble. J. Multim. 5(6): 560-567 (2010) - 2009
- [j4]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) - 2007
- [j3]Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase:
A Backward Feature Selection by Creating Compact Neural Network Using Coherence Learning and Pruning. J. Adv. Comput. Intell. Intell. Informatics 11(6): 570-581 (2007) - 2006
- [j2]M. Shahjahan, Kazuyuki Murase:
A Pruning Algorithm for Training Cooperative Neural Network Ensembles. IEICE Trans. Inf. Syst. 89-D(3): 1257-1269 (2006) - 2005
- [j1]M. Shahjahan, Kazuyuki Murase:
Neural Network Training Algorithm with Positive Correlation. IEICE Trans. Inf. Syst. 88-D(10): 2399-2409 (2005)
Conference and Workshop Papers
- 2014
- [c21]Md. Asaduzzaman, Md. Shahjahan, Kazuyuki Murase:
Real time decision making forecasting using data mining and decision tree. SCIS&ISIS 2014: 1029-1033 - 2012
- [c20]Md. Asaduzzaman, A. F. M. Nokib Uddin, M. Shahjahan, Kazuyuki Murase:
Harnessing Chaotic Activation Functions in Training Neural Network. ICONIP (2) 2012: 551-558 - 2011
- [c19]M. Shahjahan, Fang-Yuan Xu, Loi Lei Lai:
Feasibility study of a smart car. ICMLC 2011: 1237-1242 - [c18]Mobarakol Islam, Arifur Rahaman, Md. Mehedi Hasan, M. Shahjahan:
An Efficient Neural Network Training Algorithm with Maximized Gradient Function and Modulated Chaos. ISCID (1) 2011: 36-39 - [c17]Sultan Uddin Ahmed, Md. Fazle Elahi Khan, M. Shahjahan:
A Filter Based Feature Selection Approach Using Lempel Ziv Complexity. ISNN (2) 2011: 260-269 - 2010
- [c16]Sultan Uddin Ahmed, Md. Fazle Elahi Khan, M. Shahjahan, Kazuyuki Murase:
A complexity based Silent Pruning Algorithm. IJCNN 2010: 1-7 - [c15]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 - 2009
- [c14]Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase:
Involving New Local Search in Hybrid Genetic Algorithm for Feature Selection. ICONIP (2) 2009: 150-158 - [c13]Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase:
An Efficient Feature Selection Using Ant Colony Optimization Algorithm. ICONIP (2) 2009: 242-252 - 2008
- [c12]M. Shahjahan, Md. Asaduzzaman, Kazuyuki Murase:
How to maintain information content in artificial neural networks with coherence adaptation. IJCNN 2008: 2024-2031 - [c11]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 - [c10]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 - 2007
- [c9]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 - [c8]P. Chakraborty, F. Ahmed, Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase:
An Automatic Speaker Recognition System. ICONIP (1) 2007: 517-526 - [c7]Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase:
Diversity-Based Feature Selection from Neural Network with Low Computational Cost. ICONIP (2) 2007: 1017-1026 - 2004
- [c6]M. Shahjahan, Kazuyuki Murase:
A Neural Learning Rule for CCA Approximation. ICONIP 2004: 465-470 - [c5]M. Shahjahan, Kazuyuki Murase:
Learning by Back-Propagating Output Correlation in Winner-takes-all and Auto-associative Networks. KES 2004: 968-974 - 2001
- [c4]Mobarakol Islam, Md. Shahjahan, Kazuyuki Murase:
A new weight freezing method for reducing training time in designing artificial neural networks. SMC 2001: 341-346 - [c3]Md. Monirul Islam, M. Shahjahan, Kazuyuki Murase:
Exploring constructive algorithms with stopping criteria to produce accurate and diverse individual neural networks in an ensemble. SMC 2001: 1526-1531 - 2000
- [c2]Md. Monirul Islam, Kazuyuki Murase, M. Shahjahan:
An Algorithm for Automatic Design of Two Hidden Layered Artificial Neural Networks. IJCNN (6) 2000: 467-474 - [c1]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
Coauthor Index
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