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| 2012 | ||
|---|---|---|
| 43 | 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) | |
| 42 | Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Ishrat Jahan Sumana: Rotation Invariant Curvelet Features for Region Based Image Retrieval. International Journal of Computer Vision 98(2): 187-201 (2012) | |
| 41 | Dengsheng Zhang, Md. Monirul Islam, Guojun Lu: A review on automatic image annotation techniques. Pattern Recognition 45(1): 346-362 (2012) | |
| 2011 | ||
| 40 | Shuai Guo, Zhuoyuan Song, Zhiyong Wang, Md. Monirul Islam: Beckhoff based arm control system design for Elderly Assisting Robot. ICAL 2011: 1-5 | |
| 39 | Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase: A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning. ICONIP (2) 2011: 735-744 | |
| 38 | 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) | |
| 37 | Shafin Rahman, Sheikh Motahar Naim, Abdullah Al Farooq, Md. Monirul Islam: Performance of PCA Based Semi-supervised Learning in Face Recognition Using MPEG-7 Edge Histogram Descriptor. Journal of Multimedia 6(5): 404-415 (2011) | |
| 2010 | ||
| 36 | S. M. Kamruzzaman, Md. Monirul Islam: An Algorithm to Extract Rules from Artificial Neural Networks for Medical Diagnosis Problems CoRR abs/1009.4566: (2010) | |
| 35 | S. M. Kamruzzaman, Md. Monirul Islam: Extraction of Symbolic Rules from Artificial Neural Networks CoRR abs/1009.4570: (2010) | |
| 34 | 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) | |
| 33 | Md. Monirul Kabir, Md. Monirul Islam, Kazuyuki Murase: A new wrapper feature selection approach using neural network. Neurocomputing 73(16-18): 3273-3283 (2010) | |
| 2009 | ||
| 32 | Md. Monirul Islam, Dengsheng Zhang, Guojun Lu: Region Based Color Image Retrieval Using Curvelet Transform. ACCV (2) 2009: 448-457 | |
| 31 | Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Jin Hou: Semantic Image Retrieval Using Region Based Inverted File. DICTA 2009: 242-249 | |
| 30 | Md. Monirul Islam, Dengsheng Zhang, Guojun Lu: Rotation invariant curvelet features for texture image retrieval. ICME 2009: 562-565 | |
| 29 | 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) | |
| 28 | 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) | |
| 27 | 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) | |
| 26 | 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) | |
| 25 | 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) | |
| 24 | 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) | |
| 2008 | ||
| 23 | Gourab Kundu, Md. Monirul Islam, Sirajum Munir, Md. Faizul Bari: ACN: An Associative Classifier with Negative Rules. CSE 2008: 369-375 | |
| 22 | Md. Monirul Islam, Dengsheng Zhang, Guojun Lu: Automatic Categorization of Image Regions Using Dominant Color Based Vector Quantization. DICTA 2008: 191-198 | |
| 21 | Md. Monirul Islam, Dengsheng Zhang, Guojun Lu: A geometric method to compute directionality features for texture images. ICME 2008: 1521-1524 | |
| 20 | 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 | |
| 19 | 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 | |
| 18 | M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase: Training of neural network ensemble through progressive interaction. IJCNN 2008: 2120-2126 | |
| 17 | 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 | |
| 16 | Ishrat Jahan Sumana, Md. Monirul Islam, Dengsheng Zhang, Guojun Lu: Content based image retrieval using curvelet transform. MMSP 2008: 11-16 | |
| 15 | Md. Monirul Islam, Xin Yao: Evolving Artificial Neural Network Ensembles. Computational Intelligence: A Compendium 2008: 851-880 | |
| 14 | 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) | |
| 2007 | ||
| 13 | Md. Abdus Sattar, Md. Monirul Islam, Kazuyuki Murase: A New Constructive Algorithm for Designing and Training Artificial Neural Networks. ICONIP (1) 2007: 317-327 | |
| 12 | Gourab Kundu, Sirajum Munir, Md. Faizul Bari, Md. Monirul Islam, Kazuyuki Murase: A Novel Algorithm for Associative Classification. ICONIP (2) 2007: 453-459 | |
| 11 | Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase: A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently. IDEAL 2007: 97-106 | |
| 10 | Ashique Mahmood, Sadia Sharmin, Debjanee Barua, Md. Monirul Islam: Graph Matching Recombination for Evolving Neural Networks. ISNN (2) 2007: 562-568 | |
| 2005 | ||
| 9 | M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase: A Hybrid Algorithm for Compact Neural Network Ensemble. CIMCA/IAWTIC 2005: 471-478 | |
| 8 | 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) | |
| 2003 | ||
| 7 | 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) | |
| 2001 | ||
| 6 | Md. Monirul Islam, S. Terao, Kazuyuki Murase: Effect of Fitness for the Evolution of Autonomous Robots in an Open-Environment. ICES 2001: 171-181 | |
| 5 | Md. Monirul Islam, S. Terao, Kazuyuki Murase: Incremental Evolution of Autonomous Robots for a Complex Task. ICES 2001: 182-191 | |
| 4 | Md. Monirul Islam, Kazuyuki Murase: A new algorithm to design compact two-hidden-layer artificial neural networks. Neural Networks 14(9): 1265-1278 (2001) | |
| 2000 | ||
| 3 | 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 | |
| 2 | Md. Monirul Islam, Kazuyuki Murase, M. Shahjahan: An Algorithm for Automatic Design of Two Hidden Layered Artificial Neural Networks. IJCNN (6) 2000: 467-474 | |
| 1 | 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 | |
Colors in the list of coauthors
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