| 2016 | GECCO | Best Order Sort: A New Algorithm to Non-dominated Sorting for Evolutionary Multi-objective Optimization. | Proteek Chandan Roy, Md. Monirul Islam, Kalyanmoy Deb |
| 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 | GECCO | Fitness tracking based evolutionary programming: a novel approach for function optimization. | Md. Tanvir Alam Anik, Saif Ahmed, Md. Monirul Islam |
| 2013 | PAKDD | ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning. | Sukarna Barua, Md. Monirul Islam, 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 | A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning. | Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase |
| 2009 | ACCV | Region Based Color Image Retrieval Using Curvelet Transform. | Md. Monirul Islam, Dengsheng Zhang, Guojun Lu |
| 2009 | DICTA | Semantic Image Retrieval Using Region Based Inverted File. | Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Jin Hou |
| 2008 | DICTA | Automatic Categorization of Image Regions Using Dominant Color Based Vector Quantization. | Md. Monirul Islam, Dengsheng Zhang, Guojun Lu |
| 2008 | IJCNN | Training of neural network ensemble through progressive interaction. | M. A. H. Akhand, Md. Monirul Islam, 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 | An adaptive merging and growing algorithm for designing artificial neural networks. | Md. Monirul Islam, Md. Faijul Amin, Suman Ahmmed, 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 |
| 2008 | MMSP | Content based image retrieval using curvelet transform. | Ishrat Jahan Sumana, Md. Monirul Islam, Dengsheng Zhang, Guojun Lu |
| 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 |
| 2007 | ISNN | Graph Matching Recombination for Evolving Neural Networks. | Ashique Mahmood, Sadia Sharmin, Debjanee Barua, Md. Monirul Islam |
| 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 | 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 |