Md. Monirul Islam

86 papers A 2B 7C 4Misc 2Journal 45Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Performance evaluation and optimization for 6G networks: A survey of KPIs, Tools, and AI models.
ICT Express
Md. Monirul Islam, Kamrul Hasan, Seong Ho Jeong
2025 J jnl
Enhancing Bangla handwritten character recognition using Vision Transformers, VGG-16, and ResNet-50: a performance analysis.
Frontiers Big Data
A. H. M. Shahariar Parvez, Md. Samiul Islam, Fahmid Al Farid, Tashida Yeasmin, Md. Monirul Islam, Md. Shafiul Azam, Jia Uddin, Hezerul Abdul Karim
2025 J jnl
Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset.
CoRR
Mahe Zabin, Ho-Jin Choi, Md. Monirul Islam, Jia Uddin
2025 J jnl
Prediction Model of Aqua Fisheries Using IoT Devices.
CoRR
Md. Monirul Islam
2023 J jnl
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.
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
2023 J jnl
Distributed Control of Cyber Physical System on Various Domains: A Critical Review.
Syst.
Muzaffar Hamzah, Md. Monirul Islam, Shahriar Hassan, Md. Nasim Akhtar, Most. Jannatul Ferdous, Muhammed Basheer Jasser, Ali Wagdy Mohamed
2023 J jnl
Internet of Things in Pregnancy Care Coordination and Management: A Systematic Review.
Sensors
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
2023 J jnl
Monitoring water quality metrics of ponds with IoT sensors and machine learning to predict fish species survival.
Microprocess. Microsystems
Md. Monirul Islam, Mohammod Abul Kashem, Salem A. Alyami, Mohammad Ali Moni
2023 J jnl
Unauthorized and privacy-intrusive human activity watching through Wi-Fi signals: An emerging cybersecurity threat.
Concurr. Comput. Pract. Exp.
Fang Qi, Yingkai Zhao, Md. Zakirul Alam Bhuiyan, Tao Hai, Md. Monirul Islam, Shaobo Zhang, Zhe Tang
2022 J jnl
CNN Based on Transfer Learning Models Using Data Augmentation and Transformation for Detection of Concrete Crack.
Algorithms
Md. Monirul Islam, Md. Belal Hossain, Md. Nasim Akhtar, Mohammad Ali Moni, Khondokar Fida Hasan
2022 — conf
Design and Implementation of an IoT-based Home Automation System: IoT-based Home Automation System.
ICCA
Md. Samin Al Sadi, Md. Monirul Islam, Tanvir Ahmed Rumman, Md. Shahariar Parvez, Abir Ahmed, Md. Rifat Hazari
2022 — conf
Diagnosis and Classification of Fetal Health Based on CTG Data Using Machine Learning Techniques.
MIET (2)
Md. Monirul Islam, Md. Rokunojjaman, Al Amin, Md. Nasim Akhtar, Iqbal H. Sarker
2021 J jnl
Creative social media use for Covid-19 prevention in Bangladesh: a structural equation modeling approach.
Soc. Netw. Anal. Min.
Md. Monirul Islam, Md. Mazharul Islam, Faroque Ahmed, Afrin Sadia Rumana
2021 J jnl
Geohazards Susceptibility Assessment along the Upper Indus Basin Using Four Machine Learning and Statistical Models.
ISPRS Int. J. Geo Inf.
Hilal Ahmad, Chen Ningsheng, Mahfuzur Rahman, Md. Monirul Islam, Hamid Reza Pourghasemi, Syed Fahad Hussain, Jules Maurice Habumugisha, Enlong Liu, Han Zheng, Huayong Ni, Ashraf M. Dewan
2021 J jnl
Identification of Aerosol Pollution Hotspots in Jiangsu Province of China.
Remote. Sens.
Yu Wang, Md. Arfan Ali, Muhammad Bilal, Zhongfeng Qiu, Song Ke, Mansour Almazroui, Md. Monirul Islam, Yuanzhi Zhang
2020 — conf
Design and Implementation of an IoT System for Predicting Aqua Fisheries Using Arduino and KNN.
IHCI (2)
Md. Monirul Islam, Jia Uddin, Mohammod Abul Kashem, Fazly Rabbi, Md. Waliul Hasnat
2020 — —
Short-term voltage stability enhancement of distribution networks with PV units and EV charging
Md. Monirul Islam
2019 J jnl
An Efficient Nondominated Sorting Algorithm for Large Number of Fronts.
IEEE Trans. Cybern.
Proteek Chandan Roy, Kalyanmoy Deb, Md. Monirul Islam
2019 J jnl
Solving Transit Network Design Problem Using Many-Objective Evolutionary Approach.
IEEE Trans. Intell. Transp. Syst.
Muhammad Ali Nayeem, Md. Monirul Islam, Xin Yao
2019 — conf
Wi-Fi Signal Analysis for Heartbeat and Metal Detection: A Comparative Study of Reliable Contactless Systems.
DSA
Faiza Khan, Md. Zakirul Alam Bhuiyan, Md. Monirul Islam, Tian Wang, Aliuz Zaman, Hai Tao
2018 — conf
Investigation on Unauthorized Human Activity Watching Through Leveraging Wi-Fi Signals.
SpaCCS
Md. Zakirul Alam Bhuiyan, Md. Monirul Islam, Guojun Wang, Tian Wang
2018 J jnl
PLT-based spectral features for texture image retrieval.
IET Image Process.
Joydeb Kumar Sana, Md. Monirul Islam
2017 J jnl
Intelligent dynamic spectrum access using hybrid genetic operators.
Swarm Evol. Comput.
Md. Jahidul Islam, Md. Monirul Islam, A. B. M. Alim Al Islam
2016 — conf
Best Order Sort: A New Algorithm to Non-dominated Sorting for Evolutionary Multi-objective Optimization.
GECCO (Companion)
Proteek Chandan Roy, Md. Monirul Islam, Kalyanmoy Deb
2016 J jnl
Binarization With Boosting and Oversampling for Multiclass Classification.
IEEE Trans. Cybern.
Ayon Sen, Md. Monirul Islam, Kazuyuki Murase, Xin Yao
2016 J jnl
Layered Ensemble Architecture for Time Series Forecasting.
IEEE Trans. Cybern.
Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase, Xin Yao
2016 J jnl
Quaternion neuro-fuzzy learning algorithm for generation of fuzzy rules.
Neurocomputing
Ryusuke Hata, Md. Monirul Islam, Kazuyuki Murase
2015 J jnl
Developing a Framework for Determining Student Excellence and Recommending a Field of Study.
Smart Comput. Rev.
Md. Osman Goni, Mohammad Shamsul Arefin, Md. Monirul Islam
2015 J jnl
Evolutionary Path Control Strategy for Solving Many-Objective Optimization Problem.
IEEE Trans. Cybern.
Proteek Chandan Roy, Md. Monirul Islam, Kazuyuki Murase, Xin Yao
2015 — conf
GOS-IL: A Generalized Over-Sampling Based Online Imbalanced Learning Framework.
ICONIP (1)
Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase
2014 B conf
An algorithmic framework based on the binarization approach for supervised and semi-supervised multiclass problems.
IJCNN
Ayon Sen, Md. Monirul Islam, Kazuyuki Murase
2014 J jnl
Artificial Bee Colony Algorithm with Improved Explorations: a Novel Approach for numerical Optimization.
Int. J. Comput. Intell. Appl.
Md. Shafiul Alam, Md. Monirul Islam, Kazuyuki Murase
2014 B conf
Forecasting time series - A layered ensemble architecture.
IJCNN
Md. Mustafizur Rahman, Shubhra Kanti Karmaker Santu, Md. Monirul Islam, Kazuyuki Murase
2014 J jnl
MWMOTE-Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning.
IEEE Trans. Knowl. Data Eng.
Sukarna Barua, Md. Monirul Islam, Xin Yao, Kazuyuki Murase
2014 B conf
Towards better generalization in Pittsburgh learning classifier systems.
IEEE Congress on Evolutionary Computation
Shubhra Kanti Karmaker Santu, Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase
2013 — conf
Fitness tracking based evolutionary programming: a novel approach for function optimization.
GECCO (Companion)
Md. Tanvir Alam Anik, Saif Ahmed, Md. Monirul Islam
2013 — conf
ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning.
PAKDD (2)
Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase
2013 — conf
Quaternion Neuro-fuzzy Learning Algorithm for Fuzzy Rule Generation.
RVSP
Ryusuke Hata, Md. Monirul Islam, Kazuyuki Murase
2013 J jnl
Structural image retrieval using automatic image annotation and region based inverted file.
J. Vis. Commun. Image Represent.
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu
2012 J jnl
A review on automatic image annotation techniques.
Pattern Recognit.
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu
2012 C conf
Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization.
IDEAL
Mohammad Shafiul Alam, Md. Monirul Islam, Kazuyuki Murase
2012 J jnl
Diversity Guided Evolutionary Programming: A novel approach for continuous optimization.
Appl. Soft Comput.
Mohammad Shafiul Alam, Md. Monirul Islam, Xin Yao, Kazuyuki Murase
2012 J jnl
Rotation Invariant Curvelet Features for Region Based Image Retrieval.
Int. J. Comput. Vis.
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Ishrat Jahan Sumana
2011 — conf
A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning.
ICONIP (2)
Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase
2011 — conf
Beckhoff based arm control system design for Elderly Assisting Robot.
ICAL
Shuai Guo, Zhuoyuan Song, Zhiyong Wang, Md. Monirul Islam
2011 J jnl
Performance of PCA Based Semi-supervised Learning in Face Recognition Using MPEG-7 Edge Histogram Descriptor.
J. Multim.
Shafin Rahman, Sheikh Motahar Naim, Abdullah Al Farooq, Md. Monirul Islam
2011 J jnl
Recurring Two-Stage Evolutionary Programming: A Novel Approach for Numeric Optimization.
IEEE Trans. Syst. Man Cybern. Part B
Mohammad Shafiul Alam, Md. Monirul Islam, Xin Yao, Kazuyuki Murase
2010 J jnl
A New Local Search Based Ant Colony Optimization Algorithm for Solving Combinatorial Optimization Problems.
IEICE Trans. Inf. Syst.
Md. Rakib Hassan, Md. Monirul Islam, Kazuyuki Murase
2010 J jnl
A new wrapper feature selection approach using neural network.
Neurocomputing
Md. Monirul Kabir, Md. Monirul Islam, Kazuyuki Murase
2010 J jnl
An Algorithm to Extract Rules from Artificial Neural Networks for Medical Diagnosis Problems
CoRR
S. M. Kamruzzaman, Md. Monirul Islam
2010 J jnl
Extraction of Symbolic Rules from Artificial Neural Networks
CoRR
S. M. Kamruzzaman, Md. Monirul Islam
2009 J jnl
A Comparative Study of Data Sampling Techniques for Constructing Neural Network Ensembles.
Int. J. Neural Syst.
M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase
2009 J jnl
A New Adaptive Merging and Growing Algorithm for Designing Artificial Neural Networks.
IEEE Trans. Syst. Man Cybern. Part B
Md. Monirul Islam, Md. Abdus Sattar, Md. Faijul Amin, Xin Yao, Kazuyuki Murase
2009 J jnl
A New Constructive Algorithm for Architectural and Functional Adaptation of Artificial Neural Networks.
IEEE Trans. Syst. Man Cybern. Part B
Md. Monirul Islam, Md. Abdus Sattar, Md. Faijul Amin, Xin Yao, Kazuyuki Murase
2009 J jnl
Ensemble of single-layered complex-valued neural networks for classification tasks.
Neurocomputing
Md. Faijul Amin, Md. Monirul Islam, Kazuyuki Murase
2009 J jnl
Progressive interactive training: A sequential neural network ensemble learning method.
Neurocomputing
M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase
2009 — conf
Region Based Color Image Retrieval Using Curvelet Transform.
ACCV (2)
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
2009 A conf
Rotation invariant curvelet features for texture image retrieval.
ICME
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
2009 Misc conf
Semantic Image Retrieval Using Region Based Inverted File.
DICTA
Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Jin Hou
2009 J jnl
Symmetry Axis Based Object Recognition under Translation, Rotation and Scaling.
Int. J. Neural Syst.
Mashud Hyder, Md. Monirul Islam, M. A. H. Akhand, Kazuyuki Murase
2008 C conf
A New Adaptive Strategy for Pruning and Adding Hidden Neurons during Training Artificial Neural Networks.
IDEAL
Md. Monirul Islam, Md. Abdus Sattar, Md. Faijul Amin, Kazuyuki Murase
2008 A conf
A geometric method to compute directionality features for texture images.
ICME
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
2008 — conf
ACN: An Associative Classifier with Negative Rules.
CSE
Gourab Kundu, Md. Monirul Islam, Sirajum Munir, Md. Faizul Bari
2008 — conf
ACN: An associative classifier with negative rules.
SoSE
Gourab Kundu, Md. Monirul Islam, Sirajum Munir
2008 B conf
An adaptive merging and growing algorithm for designing artificial neural networks.
IJCNN
Md. Monirul Islam, Md. Faijul Amin, Suman Ahmmed, Kazuyuki Murase
2008 Misc conf
Automatic Categorization of Image Regions Using Dominant Color Based Vector Quantization.
DICTA
Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
2008 J jnl
Bagging and Boosting Negatively Correlated Neural Networks.
IEEE Trans. Syst. Man Cybern. Part B
Md. Monirul Islam, Xin Yao, S. M. Shahriar Nirjon, Muhammad Asiful Islam, Kazuyuki Murase
2008 C conf
Content based image retrieval using curvelet transform.
MMSP
Ishrat Jahan Sumana, Md. Monirul Islam, Dengsheng Zhang, Guojun Lu
2008 — ch.
Evolving Artificial Neural Network Ensembles.
Computational Intelligence: A Compendium
Md. Monirul Islam, Xin Yao
2008 J jnl
Evolving artificial neural network ensembles.
IEEE Comput. Intell. Mag.
Xin Yao, Md. Monirul Islam
2008 B conf
Single-layered complex-valued neural networks and their ensembles for real-valued classification problems.
IJCNN
Md. Faijul Amin, Md. Monirul Islam, Kazuyuki Murase
2008 B conf
Training of neural network ensemble through progressive interaction.
IJCNN
M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase
2007 — conf
A New Constructive Algorithm for Designing and Training Artificial Neural Networks.
ICONIP (1)
Md. Abdus Sattar, Md. Monirul Islam, Kazuyuki Murase
2007 C conf
A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently.
IDEAL
Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase
2007 — conf
A Novel Algorithm for Associative Classification.
ICONIP (2)
Gourab Kundu, Sirajum Munir, Md. Faizul Bari, Md. Monirul Islam, Kazuyuki Murase
2007 — conf
Graph Matching Recombination for Evolving Neural Networks.
ISNN (2)
Ashique Mahmood, Sadia Sharmin, Debjanee Barua, Md. Monirul Islam
2005 — conf
A Hybrid Algorithm for Compact Neural Network Ensemble.
CIMCA/IAWTIC
M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase
2005 J jnl
Chaotic dynamics of a behavior-based miniature mobile robot: effects of environment and control structure.
Neural Networks
Md. Monirul Islam, Kazuyuki Murase
2003 J jnl
A constructive algorithm for training cooperative neural network ensembles.
IEEE Trans. Neural Networks
Md. Monirul Islam, Xin Yao, Kazuyuki Murase
2001 J jnl
A new algorithm to design compact two-hidden-layer artificial neural networks.
Neural Networks
Md. Monirul Islam, Kazuyuki Murase
2001 — conf
Effect of Fitness for the Evolution of Autonomous Robots in an Open-Environment.
ICES
Md. Monirul Islam, S. Terao, Kazuyuki Murase
2001 B conf
Exploring constructive algorithms with stopping criteria to produce accurate and diverse individual neural networks in an ensemble.
SMC
Md. Monirul Islam, M. Shahjahan, Kazuyuki Murase
2001 — conf
Incremental Evolution of Autonomous Robots for a Complex Task.
ICES
Md. Monirul Islam, S. Terao, Kazuyuki Murase
2000 — conf
An Algorithm for Automatic Design of Two Hidden Layered Artificial Neural Networks.
IJCNN (6)
Md. Monirul Islam, Kazuyuki Murase, M. Shahjahan
2000 — conf
Back-Propagation Learning in Real Autonomous Mobile Robot Using Proximal and Distal Evaluation of Behavior .
IJCNN (6)
Hirotaka Akita, Md. Monirul Islam, Tooru Matumoto, Kazuyuki Murase
2000 — conf
Representative Evolution: A Simple and Efficient Algorithm for Artificial Neural Network Evolution.
IJCNN (6)
Md. Monirul Islam, Hirotaka Akita, Kazuyuki Murase, M. Shahjahan