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Md. Monirul Islam
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2020 – today
- 2023
- [j39]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) - [j38]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): 401 (2023) - [j37]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: 104930 (2023) - [j36]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): 9367 (2023) - [j35]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): 208 (2023) - 2022
- [j34]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): 287 (2022) - [c39]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: 294-301 - [c38]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: 3-16 - 2021
- [j33]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:
Geohazards Susceptibility Assessment along the Upper Indus Basin Using Four Machine Learning and Statistical Models. ISPRS Int. J. Geo Inf. 10(5): 315 (2021) - [j32]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): 2842 (2021) - [j31]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): 38 (2021) - 2020
- [b1]Md. Monirul Islam:
Short-term voltage stability enhancement of distribution networks with PV units and EV charging. University of Queensland, Australia, 2020 - [c37]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: 108-118
2010 – 2019
- 2019
- [j30]Proteek Chandan Roy, Kalyanmoy Deb, Md. Monirul Islam:
An Efficient Nondominated Sorting Algorithm for Large Number of Fronts. IEEE Trans. Cybern. 49(3): 859-869 (2019) - [j29]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): 3952-3963 (2019) - [c36]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: 81-90 - 2018
- [j28]Joydeb Kumar Sana, Md. Monirul Islam:
PLT-based spectral features for texture image retrieval. IET Image Process. 12(11): 2065-2074 (2018) - [c35]Md. Zakirul Alam Bhuiyan, Md. Monirul Islam, Guojun Wang, Tian Wang:
Investigation on Unauthorized Human Activity Watching Through Leveraging Wi-Fi Signals. SpaCCS 2018: 511-521 - 2017
- [j27]Md. Jahidul Islam, Md. Monirul Islam, A. B. M. Alim Al Islam:
Intelligent dynamic spectrum access using hybrid genetic operators. Swarm Evol. Comput. 36: 1-17 (2017) - 2016
- [j26]Ryusuke Hata, Md. Monirul Islam, Kazuyuki Murase:
Quaternion neuro-fuzzy learning algorithm for generation of fuzzy rules. Neurocomputing 216: 638-648 (2016) - [j25]Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase, Xin Yao:
Layered Ensemble Architecture for Time Series Forecasting. IEEE Trans. Cybern. 46(1): 270-283 (2016) - [j24]Ayon Sen, Md. Monirul Islam, Kazuyuki Murase, Xin Yao:
Binarization With Boosting and Oversampling for Multiclass Classification. IEEE Trans. Cybern. 46(5): 1078-1091 (2016) - [c34]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: 1113-1120 - 2015
- [j23]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): 563-569 (2015) - [j22]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): 702-715 (2015) - [c33]Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase:
GOS-IL: A Generalized Over-Sampling Based Online Imbalanced Learning Framework. ICONIP (1) 2015: 680-687 - 2014
- [j21]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) - [j20]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): 405-425 (2014) - [c32]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: 1666-1673 - [c31]Ayon Sen, Md. Monirul Islam, Kazuyuki Murase:
An algorithmic framework based on the binarization approach for supervised and semi-supervised multiclass problems. IJCNN 2014: 175-182 - [c30]Md. Mustafizur Rahman, Shubhra Kanti Karmaker Santu, Md. Monirul Islam, Kazuyuki Murase:
Forecasting time series - A layered ensemble architecture. IJCNN 2014: 210-217 - 2013
- [j19]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): 1087-1098 (2013) - [c29]Md. Tanvir Alam Anik, Saif Ahmed, Md. Monirul Islam:
Fitness tracking based evolutionary programming: a novel approach for function optimization. GECCO (Companion) 2013: 57-58 - [c28]Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase:
ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning. PAKDD (2) 2013: 317-328 - [c27]Ryusuke Hata, Md. Monirul Islam, Kazuyuki Murase:
Quaternion Neuro-fuzzy Learning Algorithm for Fuzzy Rule Generation. RVSP 2013: 61-65 - 2012
- [j18]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) - [j17]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): 187-201 (2012) - [j16]Dengsheng Zhang, Md. Monirul Islam, Guojun Lu:
A review on automatic image annotation techniques. Pattern Recognit. 45(1): 346-362 (2012) - [c26]Mohammad Shafiul Alam, Md. Monirul Islam, Kazuyuki Murase:
Artificial Bee Colony Algorithm with Improved Explorations for Numerical Function Optimization. IDEAL 2012: 1-8 - 2011
- [j15]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): 404-415 (2011) - [j14]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): 1352-1365 (2011) - [c25]Shuai Guo, Zhuoyuan Song, Zhiyong Wang, Md. Monirul Islam:
Beckhoff based arm control system design for Elderly Assisting Robot. ICAL 2011: 1-5 - [c24]Sukarna Barua, Md. Monirul Islam, Kazuyuki Murase:
A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning. ICONIP (2) 2011: 735-744 - 2010
- [j13]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. 93-D(5): 1127-1136 (2010) - [j12]Md. Monirul Kabir, Md. Monirul Islam, Kazuyuki Murase:
A new wrapper feature selection approach using neural network. Neurocomputing 73(16-18): 3273-3283 (2010) - [i2]S. M. Kamruzzaman, Md. Monirul Islam:
An Algorithm to Extract Rules from Artificial Neural Networks for Medical Diagnosis Problems. CoRR abs/1009.4566 (2010) - [i1]S. M. Kamruzzaman, Md. Monirul Islam:
Extraction of Symbolic Rules from Artificial Neural Networks. CoRR abs/1009.4570 (2010)
2000 – 2009
- 2009
- [j11]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) - [j10]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) - [j9]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) - [j8]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) - [j7]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): 705-722 (2009) - [j6]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): 1590-1605 (2009) - [c23]Md. Monirul Islam, Dengsheng Zhang, Guojun Lu:
Region Based Color Image Retrieval Using Curvelet Transform. ACCV (2) 2009: 448-457 - [c22]Dengsheng Zhang, Md. Monirul Islam, Guojun Lu, Jin Hou:
Semantic Image Retrieval Using Region Based Inverted File. DICTA 2009: 242-249 - [c21]Md. Monirul Islam, Dengsheng Zhang, Guojun Lu:
Rotation invariant curvelet features for texture image retrieval. ICME 2009: 562-565 - 2008
- [j5]Xin Yao, Md. Monirul Islam:
Evolving artificial neural network ensembles. IEEE Comput. Intell. Mag. 3(1): 31-42 (2008) - [j4]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): 771-784 (2008) - [c20]Gourab Kundu, Md. Monirul Islam, Sirajum Munir, Md. Faizul Bari:
ACN: An Associative Classifier with Negative Rules. CSE 2008: 369-375 - [c19]Md. Monirul Islam, Dengsheng Zhang, Guojun Lu:
Automatic Categorization of Image Regions Using Dominant Color Based Vector Quantization. DICTA 2008: 191-198 - [c18]Md. Monirul Islam, Dengsheng Zhang, Guojun Lu:
A geometric method to compute directionality features for texture images. ICME 2008: 1521-1524 - [c17]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 - [c16]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 - [c15]M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase:
Training of neural network ensemble through progressive interaction. IJCNN 2008: 2120-2126 - [c14]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 - [c13]Ishrat Jahan Sumana, Md. Monirul Islam, Dengsheng Zhang, Guojun Lu:
Content based image retrieval using curvelet transform. MMSP 2008: 11-16 - [c12]Gourab Kundu, Md. Monirul Islam, Sirajum Munir:
ACN: An associative classifier with negative rules. SoSE 2008: 1-6 - [p1]Md. Monirul Islam, Xin Yao:
Evolving Artificial Neural Network Ensembles. Computational Intelligence: A Compendium 2008: 851-880 - 2007
- [c11]Md. Abdus Sattar, Md. Monirul Islam, Kazuyuki Murase:
A New Constructive Algorithm for Designing and Training Artificial Neural Networks. ICONIP (1) 2007: 317-327 - [c10]Gourab Kundu, Sirajum Munir, Md. Faizul Bari, Md. Monirul Islam, Kazuyuki Murase:
A Novel Algorithm for Associative Classification. ICONIP (2) 2007: 453-459 - [c9]Md. Monirul Islam, Mohammad Shafiul Alam, Kazuyuki Murase:
A New Recurring Multistage Evolutionary Algorithm for Solving Problems Efficiently. IDEAL 2007: 97-106 - [c8]Ashique Mahmood, Sadia Sharmin, Debjanee Barua, Md. Monirul Islam:
Graph Matching Recombination for Evolving Neural Networks. ISNN (2) 2007: 562-568 - 2005
- [j3]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) - [c7]M. A. H. Akhand, Md. Monirul Islam, Kazuyuki Murase:
A Hybrid Algorithm for Compact Neural Network Ensemble. CIMCA/IAWTIC 2005: 471-478 - 2003
- [j2]Md. Monirul Islam, Xin Yao, Kazuyuki Murase:
A constructive algorithm for training cooperative neural network ensembles. IEEE Trans. Neural Networks 14(4): 820-834 (2003) - 2001
- [j1]Md. Monirul Islam, Kazuyuki Murase:
A new algorithm to design compact two-hidden-layer artificial neural networks. Neural Networks 14(9): 1265-1278 (2001) - [c6]Md. Monirul Islam, S. Terao, Kazuyuki Murase:
Effect of Fitness for the Evolution of Autonomous Robots in an Open-Environment. ICES 2001: 171-181 - [c5]Md. Monirul Islam, S. Terao, Kazuyuki Murase:
Incremental Evolution of Autonomous Robots for a Complex Task. ICES 2001: 182-191 - [c4]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
- [c3]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 - [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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