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Momotaz Begum

Observed name: Begum, Momotaz
ORCID: 0000-0002-1839-4963
Observed ORCID: 0000-0002-1839-4963
OpenAlex ID: A5013657743
Software Defects Identification: Results Using Machine Learning and Explainable Artificial Intelligence Techniques
2023 · Momotaz Begum, Mehedi Hasan Shuvo, et al. · IEEE Access · 36
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LCNN: Lightweight CNN Architecture for Software Defect Feature Identification Using Explainable AI
2024 · Momotaz Begum, Mehedi Hasan Shuvo, et al. · IEEE Access · 35
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A Cost-Effective IoT Model for a Smart Sewerage Management System Using Sensors
2021 · Jahid Hasan Rony, Nazmul Karim, et al. · J — Multidisciplinary Scientific Journal · 32
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Feature group partitioning: an approach for depression severity prediction with class balancing using machine learning algorithms
2024 · Tumpa Rani Shaha, Momotaz Begum, et al. · BMC Medical Research Methodology · 19
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A Neuro-Based Software Fault Prediction with Box-Cox Power Transformation
2017 · Momotaz Begum, Tadashi Dohi · Journal of Software Engineering and Applications · 12
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M-DBSCAN: Modified DBSCAN Clustering Algorithm for Detecting and Controlling Outliers
2024 · Momotaz Begum, Mehedi Hasan Shuvo, et al. · ACM Symposium on Applied Computing · 11
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Long short-term memory (LSTM) networks based software fault prediction using data transformation methods
2022 · Md. Rashedul Islam, Md. Nasim Akhtar, et al. · International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) · 11
Develop a dynamic DBSCAN algorithm for solving initial parameter selection problem of the DBSCAN algorithm
2021 · Md. Zakir Hossain, Md. Jakirul Islam, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 11
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An improved Kohonen self-organizing map clustering algorithm for high-dimensional data sets
2021 · Momotaz Begum, Bimal Chandra Das, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 10
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Optimal Release Time Estimation of Software System using Box-Cox Transformation and Neural Network
2018 · Momotaz Begum, Tadashi Dohi · International Journal of Mathematical Engineering and Management Sciences · 10
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Predicting water scarcity in northern Bangladesh using deep learning and climate data
2025 · Md. Alomgir Hossain, Momotaz Begum, et al. · npj Climate and Atmospheric Science · 9
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Enhancing Software Defect Prediction Using Ensemble Techniques and Diverse Machine Learning Paradigms
2025 · Ayesha Siddika, Momotaz Begum, et al. · Eng—Advances in Engineering · 9
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Internet of Things (IoT)-Based Solutions for Uneven Roads and Balanced Vehicle Systems Using YOLOv8
2025 · Momotaz Begum, Abm Kamrul Islam Riad, et al. · Future Internet · 9
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Recursive approach for multiple step-ahead software fault prediction through long short-term memory (LSTM)
2022 · Md Rashedul Islam, Momotaz Begum, et al. · Journal of Discrete Mathematical Sciences and Cryptography · 9
Optimal stopping time of software system test via artificial neural network with fault count data
2018 · Momotaz Begum, Tadashi Dohi · Journal of Quality in Maintenance Engineering · 8
An Improved Safety Detection Algorithm Towards Deadlock Avoidance
2020 · Momotaz Begum, Omar Faruque, et al. · IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE) · 7
Enhancing reliability in electrical grids: A hybrid machine learning approach for electrical faults classification
2026 · Momotaz Begum, Ariful Islam Shiplu, et al. · PLoS ONE · 6
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An Ensemble Learning Approach for Drought Analysis and Forecasting in Central Bangladesh
2025 · Md. Alomgir Hossain, Momotaz Begum, et al. · Advances in Meteorology · 6
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Cost-effective IoT-based automated vehicle headlight control system: design and implementation
2024 · Momotaz Begum, Nayeem Ullah, et al. · International Journal of Informatics and Communication Technology (IJ-ICT) · 5
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Long-Term Software Fault Prediction Model with Linear Regression and Data Transformation
2023 · Momotaz Begum, Jahid Hasan Rony, et al. · Journal of Information Systems and Telecommunication (JIST) · 4
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Prediction of Depression Severity via Feature Grouping and Machine Learning with Burn Depression Checklist
2025 · Tumpa Rani Shaha, Momotaz Begum · CRC Press eBooks · 3
MLRec: A Machine Learning-Based Recommendation System for High School Students Context of Bangladesh
2025 · Momotaz Begum, Mehedi Hasan Shuvo, et al. · Information · 3
Multi-head Attention Fusion Network for Mpox Screening Using Skin Lesion Image Analysis
2025 · Suparna Sarker, Jahid Hasan Rony, et al. · International Conference on Electrical, Computer and Communication Engineering · 3
KSOMKM: An Efficient Approach for High Dimensional Dataset Clustering
2013 · Momotaz Begum, Md. Nasim Akthar · International Journal of Electrical Energy · 3
Deep Learning for Medicinal Plant Classification: A Comprehensive Review of Recent Advances and Challenges
2026 · Monir Hossain, Fahmid Al Farid, et al. · Journal of Computational and Cognitive Engineering · 2
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Works count: 44
Citation count: 278
H-index: 10
I10-index: 10
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