Md. Monirul Islam

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 21

Top Topics

Top Venues

IEEE Trans. Cybern.

GECCO (Companion)

Publications

Muzaffar Hamzah, Md. Monirul Islam, Shahriar Hassan, Md. Nasim Akhtar, Most. Jannatul Ferdous, Muhammed Basheer Jasser, Ali Wagdy Mohamed
Distributed Control of Cyber Physical System on Various Domains: A Critical Review. Syst. 11 (4) (2023)
Mahfuzur Rahman, Md. Monirul Islam, Hyeong-Joo Kim, Shamsher Sadiq, Mehtab Alam, Taslima Siddiqua, Md. Al Mamun, Md. Ashiq Hossen Gazi, Matiur Rahman Raju, Ningsheng Chen, Md. Alamgir Hossain, Ashraf M. Dewan
Assessing the Influence of Land Cover and Climate Change Impacts on Runoff Patterns Using CA-ANN Model and CMIP6 Data. ISPRS Int. J. Geo Inf. 12 (10) (2023)
Md. Monirul Islam, Mohammod Abul Kashem, Salem A. Alyami, Mohammad Ali Moni
Monitoring water quality metrics of ponds with IoT sensors and machine learning to predict fish species survival. Microprocess. Microsystems 102 (2023)
Mohammad Mobarak Hossain, Mohammod Abul Kashem, Md. Monirul Islam, Md. Sahidullah, Sumona Hoque Mumu, Jia Uddin, Daniel Gavilanes Aray, Isabel de la Torre Díez, Imran Ashraf, Md Abdus Samad
Internet of Things in Pregnancy Care Coordination and Management: A Systematic Review. Sensors 23 (23) (2023)
Fang Qi, Yingkai Zhao, Md. Zakirul Alam Bhuiyan, Tao Hai, Md. Monirul Islam, Shaobo Zhang, Zhe Tang
Unauthorized and privacy-intrusive human activity watching through Wi-Fi signals: An emerging cybersecurity threat. Concurr. Comput. Pract. Exp. 35 (19) (2023)
Md. Samin Al Sadi, Md. Monirul Islam, Tanvir Ahmed Rumman, Md. Shahariar Parvez, Abir Ahmed, Md. Rifat Hazari
Design and Implementation of an IoT-based Home Automation System: IoT-based Home Automation System. ICCA (2022)
Md. Monirul Islam, Md. Belal Hossain, Md. Nasim Akhtar, Mohammad Ali Moni, Khondokar Fida Hasan
CNN Based on Transfer Learning Models Using Data Augmentation and Transformation for Detection of Concrete Crack. Algorithms 15 (8) (2022)
Md. Monirul Islam, Md. Rokunojjaman, Al Amin, Md. Nasim Akhtar, Iqbal H. Sarker
Diagnosis and Classification of Fetal Health Based on CTG Data Using Machine Learning Techniques. MIET (2) (2022)
Yu Wang, Md. Arfan Ali, Muhammad Bilal, Zhongfeng Qiu, Song Ke, Mansour Almazroui, Md. Monirul Islam, Yuanzhi Zhang
Identification of Aerosol Pollution Hotspots in Jiangsu Province of China. Remote. Sens. 13 (14) (2021)
Md. Monirul Islam, Md. Mazharul Islam, Faroque Ahmed, Afrin Sadia Rumana
Creative social media use for Covid-19 prevention in Bangladesh: a structural equation modeling approach. Soc. Netw. Anal. Min. 11 (1) (2021)
Md. Monirul Islam, Jia Uddin, Mohammod Abul Kashem, Fazly Rabbi, Md. Waliul Hasnat
Design and Implementation of an IoT System for Predicting Aqua Fisheries Using Arduino and KNN. IHCI (2) (2020)
Proteek Chandan Roy, Kalyanmoy Deb, Md. Monirul Islam
An Efficient Nondominated Sorting Algorithm for Large Number of Fronts. IEEE Trans. Cybern. 49 (3) (2019)
Muhammad Ali Nayeem, Md. Monirul Islam, Xin Yao
Solving Transit Network Design Problem Using Many-Objective Evolutionary Approach. IEEE Trans. Intell. Transp. Syst. 20 (10) (2019)
Faiza Khan, Md. Zakirul Alam Bhuiyan, Md. Monirul Islam, Tian Wang, Aliuz Zaman, Hai Tao
Wi-Fi Signal Analysis for Heartbeat and Metal Detection: A Comparative Study of Reliable Contactless Systems. DSA (2019)
Joydeb Kumar Sana, Md. Monirul Islam
PLT-based spectral features for texture image retrieval. IET Image Process. 12 (11) (2018)
Md. Zakirul Alam Bhuiyan, Md. Monirul Islam, Guojun Wang, Tian Wang
Investigation on Unauthorized Human Activity Watching Through Leveraging Wi-Fi Signals. SpaCCS (2018)
Md. Jahidul Islam, Md. Monirul Islam, A. B. M. Alim Al Islam
Intelligent dynamic spectrum access using hybrid genetic operators. Swarm Evol. Comput. 36 (2017)
Proteek Chandan Roy, Md. Monirul Islam, Kalyanmoy Deb
Best Order Sort: A New Algorithm to Non-dominated Sorting for Evolutionary Multi-objective Optimization. GECCO (Companion) (2016)
Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase, Xin Yao
Layered Ensemble Architecture for Time Series Forecasting. IEEE Trans. Cybern. 46 (1) (2016)
Ryusuke Hata, Md. Monirul Islam, Kazuyuki Murase
Quaternion neuro-fuzzy learning algorithm for generation of fuzzy rules. Neurocomputing 216 (2016)
Ayon Sen, Md. Monirul Islam, Kazuyuki Murase, Xin Yao
Binarization With Boosting and Oversampling for Multiclass Classification. IEEE Trans. Cybern. 46 (5) (2016)
Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase
GOS-IL: A Generalized Over-Sampling Based Online Imbalanced Learning Framework. ICONIP (1) (2015)
Proteek Chandan Roy, Md. Monirul Islam, Kazuyuki Murase, Xin Yao
Evolutionary Path Control Strategy for Solving Many-Objective Optimization Problem. IEEE Trans. Cybern. 45 (4) (2015)
Md. Osman Goni, Mohammad Shamsul Arefin, Md. Monirul Islam
Developing a Framework for Determining Student Excellence and Recommending a Field of Study. Smart Comput. Rev. 5 (6) (2015)
Md. Shafiul Alam, Md. Monirul Islam, Kazuyuki Murase
Artificial Bee Colony Algorithm with Improved Explorations: a Novel Approach for numerical Optimization. Int. J. Comput. Intell. Appl. 13 (2) (2014)
Ayon Sen, Md. Monirul Islam, Kazuyuki Murase
An algorithmic framework based on the binarization approach for supervised and semi-supervised multiclass problems. IJCNN (2014)
Md. Mustafizur Rahman, Shubhra Kanti Karmaker Santu, Md. Monirul Islam, Kazuyuki Murase
Forecasting time series - A layered ensemble architecture. IJCNN (2014)
Shubhra Kanti Karmaker Santu, Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase
Towards better generalization in Pittsburgh learning classifier systems. IEEE Congress on Evolutionary Computation (2014)
Sukarna Barua, Md. Monirul Islam, Xin Yao, Kazuyuki Murase
MWMOTE-Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning. IEEE Trans. Knowl. Data Eng. 26 (2) (2014)
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu
Structural image retrieval using automatic image annotation and region based inverted file. J. Vis. Commun. Image Represent. 24 (7) (2013)
Ryusuke Hata, Md. Monirul Islam, Kazuyuki Murase
Quaternion Neuro-fuzzy Learning Algorithm for Fuzzy Rule Generation. RVSP (2013)
Md. Tanvir Alam Anik, Saif Ahmed, Md. Monirul Islam
Fitness tracking based evolutionary programming: a novel approach for function optimization. GECCO (Companion) (2013)
Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase
ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning. PAKDD (2) (2013)
Mohammad Shafiul Alam, Md. Monirul Islam, Kazuyuki Murase
Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization. IDEAL (2012)
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Ishrat Jahan Sumana
Rotation Invariant Curvelet Features for Region Based Image Retrieval. Int. J. Comput. Vis. 98 (2) (2012)
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu
A review on automatic image annotation techniques. Pattern Recognit. 45 (1) (2012)
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) (2012)
Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase
A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning. ICONIP (2) (2011)
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. J. Multim. 6 (5) (2011)
Mohammad Shafiul Alam, Md. Monirul Islam, Xin Yao, Kazuyuki Murase
Recurring Two-Stage Evolutionary Programming: A Novel Approach for Numeric Optimization. IEEE Trans. Syst. Man Cybern. Part B 41 (5) (2011)
Shuai Guo, Zhuoyuan Song, Zhiyong Wang, Md. Monirul Islam
Beckhoff based arm control system design for Elderly Assisting Robot. ICAL (2011)
Md. Monirul Kabir, Md. Monirul Islam, Kazuyuki Murase
A new wrapper feature selection approach using neural network. Neurocomputing 73 (16-18) (2010)
Md. Rakib Hassan, Md. Monirul Islam, Kazuyuki Murase
A New Local Search Based Ant Colony Optimization Algorithm for Solving Combinatorial Optimization Problems. IEICE Trans. Inf. Syst. (5) (2010)
S. M. Kamruzzaman, Md. Monirul Islam
Extraction of Symbolic Rules from Artificial Neural Networks CoRR (2010)
S. M. Kamruzzaman, Md. Monirul Islam
An Algorithm to Extract Rules from Artificial Neural Networks for Medical Diagnosis Problems CoRR (2010)
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Jin Hou
Semantic Image Retrieval Using Region Based Inverted File. DICTA (2009)
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 Trans. Syst. Man Cybern. Part B 39 (3) (2009)
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
Rotation invariant curvelet features for texture image retrieval. ICME (2009)
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
Region Based Color Image Retrieval Using Curvelet Transform. ACCV (2) (2009)
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) (2009)
Md. Faijul Amin, Md. Monirul Islam, Kazuyuki Murase
Ensemble of single-layered complex-valued neural networks for classification tasks. Neurocomputing 72 (10-12) (2009)
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 Trans. Syst. Man Cybern. Part B 39 (6) (2009)
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) (2009)
M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase
Progressive interactive training: A sequential neural network ensemble learning method. Neurocomputing 73 (1-3) (2009)
Xin Yao, Md. Monirul Islam
Evolving artificial neural network ensembles. IEEE Comput. Intell. Mag. 3 (1) (2008)
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
Automatic Categorization of Image Regions Using Dominant Color Based Vector Quantization. DICTA (2008)
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
A geometric method to compute directionality features for texture images. ICME (2008)
Ishrat Jahan Sumana, Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
Content based image retrieval using curvelet transform. MMSP (2008)
Gourab Kundu, Md. Monirul Islam, Sirajum Munir, Md. Faizul Bari
ACN: An Associative Classifier with Negative Rules. CSE (2008)
M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase
Training of neural network ensemble through progressive interaction. IJCNN (2008)
Md. Monirul Islam, Md. Faijul Amin, Suman Ahmmed, Kazuyuki Murase
An adaptive merging and growing algorithm for designing artificial neural networks. IJCNN (2008)
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)
Md. Faijul Amin, Md. Monirul Islam, Kazuyuki Murase
Single-layered complex-valued neural networks and their ensembles for real-valued classification problems. IJCNN (2008)
Md. Monirul Islam, Xin Yao, S. M. Shahriar Nirjon, Muhammad Asiful Islam, Kazuyuki Murase
Bagging and Boosting Negatively Correlated Neural Networks. IEEE Trans. Syst. Man Cybern. Part B 38 (3) (2008)
Gourab Kundu, Md. Monirul Islam, Sirajum Munir
ACN: An associative classifier with negative rules. SoSE (2008)
Md. Abdus Sattar, Md. Monirul Islam, Kazuyuki Murase
A New Constructive Algorithm for Designing and Training Artificial Neural Networks. ICONIP (1) (2007)
Ashique Mahmood, Sadia Sharmin, Debjanee Barua, Md. Monirul Islam
Graph Matching Recombination for Evolving Neural Networks. ISNN (2) (2007)
Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase
A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently. IDEAL (2007)
Gourab Kundu, Sirajum Munir, Md. Faizul Bari, Md. Monirul Islam, Kazuyuki Murase
A Novel Algorithm for Associative Classification. ICONIP (2) (2007)
M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase
A Hybrid Algorithm for Compact Neural Network Ensemble. CIMCA/IAWTIC (2005)
Md. Monirul Islam, Kazuyuki Murase
Chaotic dynamics of a behavior-based miniature mobile robot: effects of environment and control structure. Neural Networks 18 (2) (2005)
Md. Monirul Islam, Xin Yao, Kazuyuki Murase
A constructive algorithm for training cooperative neural network ensembles. IEEE Trans. Neural Networks 14 (4) (2003)
Md. Monirul Islam, S. Terao, Kazuyuki Murase
Incremental Evolution of Autonomous Robots for a Complex Task. ICES (2001)
Md. Monirul Islam, S. Terao, Kazuyuki Murase
Effect of Fitness for the Evolution of Autonomous Robots in an Open-Environment. ICES (2001)
Md. Monirul Islam, Kazuyuki Murase
A new algorithm to design compact two-hidden-layer artificial neural networks. Neural Networks 14 (9) (2001)
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)
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)
Md. Monirul Islam, Kazuyuki Murase, M. Shahjahan
An Algorithm for Automatic Design of Two Hidden Layered Artificial Neural Networks. IJCNN (6) (2000)
Md. Monirul Islam, Hirotaka Akita, Kazuyuki Murase, M. Shahjahan
Representative Evolution: A Simple and Efficient Algorithm for Artificial Neural Network Evolution. IJCNN (6) (2000)