Momotaz Begum, PhD
Professor, Department of Computer Science and Engineering, DUET, Gazipur
Degree University Year Discipline Ph.D. Hiroshima University, Japan 2017 Information Engineering M.Sc. Dhaka University of Engineering & Technology (DUET), Gazipur 2014 Computer Science and Engineering B.Sc. Dhaka University of Engineering & Technology (DUET), Gazipur 2008 Computer Science and Engineering
| Mobile: | 01907621451 |
| Email: | [email protected] |
| Office: | |
| Address: | Room # 7021, New Academic Building, DUET, 1707, Gazipur, |
| Field of interest: | Reliability, Software Engineering, Artificial Neural Network, Data Mining, Data Clustering, Information system and analysis. |
| Field of specialization: | Software Rejuvenation and Software Aging, Human Pose Recognition |
Degrees Obtained (Starting from Recent Degrees):
| # | Degree | Institute | Year | Discipline & Field |
|---|---|---|---|---|
| 1 | PhD | HIROSHIMA UNIVERSITY | 2017 | INFORMATION ENGINEERING |
| 2 | M.Sc. in Eng. | DHAKA UNIVERSITY OF ENGINEERING AND TECHNOLOGY, GAZIPUR | 2013 | COMPUTER SCIENCE & ENGINEERING |
| 3 | B.Sc. in Eng. | DHAKA UNIVERSITY OF ENGINEERING AND TECHNOLOGY, GAZIPUR | 2008 | COMPUTER SCIENCE & ENGINEERING |
| 4 | Diploma in Eng. | DHAKA MOHILA POLYTECHNIC INSTITUTE | 2003 | COMPUTER TECHNOLOGY |
| 5 | SSC | NORSINGDI GOVT. GIRLS HIGH SCHOOL, NORSINGDI. | 1999 | HUMANITIES |
Employment Record (Starting from Present Position):
| # | Designation | Institute | Duration |
|---|---|---|---|
| 1 | Lecturer | DHAKA UNIVERSITY OF ENGINEERING AND TECHNOLOGY, GAZIPUR | 2010-04-15 : 2013-06-08 |
| 2 | Assistant professor | DHAKA UNIVERSITY OF ENGINEERING AND TECHNOLOGY, GAZIPUR | 2013-06-09 : 2019-09-15 |
| 3 | Associate Professor | DHAKA UNIVERSITY OF ENGINEERING AND TECHNOLOGY, GAZIPUR | 2020-05-06 : 2021-09-18 |
| 4 | Professor | Dhaka University of Engineering and Technology (DUET), Gazipur | 2021-09-19 : Continue |
Other Related Experience (Indutry, Institution, etc.):
| # | Designation | Institute | Duration |
|---|---|---|---|
| 1 | Ph.D | HIROSHIMA UNIVERSITY | 2014-10-02 : 2017-10-01 |
Additional Charges:
| # | Designation | Faculty/ Department/ Institute/ Office | Duration |
|---|---|---|---|
| 1 | Provost | MC Hall | 2021-04-01 : 2024-06-30 |
Consultancy and Sponsored Research Activities:
| # | Title | Organization | Role | Fund | Year |
|---|---|---|---|---|---|
| 1 | eHajj Guide: An Attempt to Make the Worship of Pilgrims Easier | DUET (UGC Funded) | Project Director | TK. 181000 | 2022-2023 |
| 2 | eHMS with e-card: A single electronic student card and web-based student hall management system. | DUET (UGC Fund proposed) | Project Director | TK.218124 | 2023: 2024 |
| 3 | Breast Cancer prediction with Root Cause Analysis using Explainable Artificial Intelligence in the context of Bangladesh | DUET | Project director | TK. 268430 | 2024-2025 |
Publications (Journal):
| # | Year | Title | Authors | Event |
|---|---|---|---|---|
| 1 | 2024 | Cost-effective IoT-based automated vehicle headlight control system: design and implementation | Momotaz Begum, Nayeem Ullah, Mehedi Hasan Shuvo, Towhidul Islam, Thofazzol Hossen, Jia Uddin | International Journal of Informatics and Communication Technology (IJ-ICT |
| 2 | 2024 | Feature group partitioning: an approach for depression severity prediction with class balancing using machine learning algorithms | Tumpa shaha, Momotaz Begum | BMC Medical Research Methodology |
| 3 | 2024 | LCNN: Lightweight CNN architecture for software defect feature identification using Explainable AI | Mmomotaz Begum, Mehedi Hasan Shuvo, Mostofa Kamal Nasir, Amran Hossain, Mohammad Jakir Hossain, Imran Ashraf, Jia Uddin, Md Abdus Samad | IEEE Access |
| 4 | 2024 | A cost-effective counterfeiting prevention method using hashing, QR code, and website | Monir Hossain, Momotaz Begum, Bimal Chandra Das , jia Uddin | International Journal of Advances in Applied Sciences (IJAAS) |
| 5 | 2023 | Software Defects Identification: Results Using Machine Learning and Explainable Artificial Intelligence Techniques | Momotaz Begum, Mehedi Hasan Shuvo, Imran Ashraf, Abdullah Al Mamun, Jia Uddin, Md Abdus Samad | IEEE ACCESS |
| 6 | 2022 | Recursive approach for multiple step-ahead software fault prediction through long short-term memory (LSTM) | Md. Rashedul Islam, Momotaz Begum and Md. Nasim Akhtar | Journal of Discrete Mathematical Sciences and Cryptography |
| 7 | 2022 | Long-term Software Fault Prediction Model Using Box-Cox and Linear Regression | Momotaz Begum, Md. Jahid Hasan Rony, Md. Rashedul Islam , Jia Uddin | Journal of Information Systems and Telecommunication (JIST) |
| 8 | 2022 | First-principles quantum treatment of electron–phonon interactions in thin-film nanodevices | Md. Samzid Bin Hafiz, Quazi Deen Mohd Khosru, Momotaz Begum, and Bimal Chandra Das | https://aip.scitation.org/doi/full/10.1063/5.0124158 |
| 9 | 2021 | E-ZAKAT: AN APPROACH FOR ZAKAT MANAGEMENT TO ERADICATE POVERTY | Abdur Rouf, Jahid Hasan Rony, Nazmul Karim, Md Fahim Bhuyan and Momotaz Begum | International Journal of Islamic Banking and Finance Research |
| 10 | 2021 | An improved Kohonen self-organizing map clustering algorithm for high-dimensional data sets | Momotaz Begum, Bimal Chandra Das, Md Zakir Hossain, Antu Saha and Khaleda Papry | Indonesian Journal of Electrical Engineering and Computer Science (IJEECS) |
| 11 | 2021 | Develop a dynamic DBSCAN algorithm for solving initial parameter selection problem of theDBSCAN algorithm. | Md. Zakir Hossain, Md. Jakirul Islam, Md. Waliur Rahman Miah, Jahid Hasan Rony, Momotaz Begum | Indonesian Journal of Electrical Engineering and Computer Science |
| 12 | 2021 | Long-term Software Fault Prediction with Robust Prediction Interval Analysis via Refined Artificial Neural Network (RANN) Approach | Momotaz Begum, Md. Samzid Bin Hafiz, Md. Jakirul Islam, and Mohammad Jakir Hossain | IAENG International Journal of Computer Science |
| 13 | 2021 | Green Hose-Rectangle Model Approach for Power Efficient Communication Networks | Bimal Chandra Das, Md. Waliur Rahman Miah, Narayan Ranjan Chakraborty, Md. Samzid Bin Hafiz, and Momotaz Begum | IAENG International Journal of Computer Science |
| 14 | 2021 | A Cost-Effective IoT model for Smart Sewerge management system using sensors. | Jahaid Hasan Rony, Nazmul karim, Md. Abdur Rouf, md moniril islam, jia uddin, Momotaz Begum* | J Multidisciplinary Scientific Journal. |
| 15 | 2018 | Optimal Release Time Estimation of Software System using Box-Cox Transformation and Neural Network | Momotaz Begum , Tadashi Dohi | International Journal of Mathematical, Engineering and Management Sciences (IJMEMS) |
| 16 | 2018 | Optimal stopping time of software system test via artificial neural network with fault count data | Momotaz Begum , Tadashi Dohi | Journal of Quality in Maintenance Engineering |
| 17 | 2017 | A neuro-based software fault prediction with Box-Cox power transformation | Momotaz Begum , Tadashi Dohi | Journal of Software Engineering and Applications, vol. 10, no. 3, pp. 288-309, March 2017. |
| 18 | 2016 | Estimating prediction interval of cumulative number of software faults using back propagation algorithm | Momotaz Begum , Tadashi Dohi | ACIS International Journal of Computer and Information Science, vol. 17, no. 2, pp. 25-34, May 2016. |
| 19 | 2012 | The Proposal of a framework for implementation of present Government’s “Digital Bangladesh-2021” involving & integrating of Rural Women | Mohammod Abul Kashem, Momotaz Begum, Sumaya Kazary, and Shamim Ahmed | International Journal of Scientific & Engineering Research, Vol. 3, no. 3, March -2012 ISSN 2229-55182. |
| 20 | 2012 | Dynamic Web Service Discovery Model Based on Artificial Neural Network with QoS Support | Shamim Ahmed, Momotaz Begum, Fazlul Hasan Siddiqui, and Mohammod Abul Kashem | International Journal of Scientific & Engineering Research, Vol. 3, no. 3, March -2012 ISSN 2229-55182. |
| 21 | 2011 | An Experimental Improvement Analysis of Loss Tolerant TCP (LT- TCP) For Wireless Network | Md. Abdullah Al Mamun, Momotaz Begum, Sumaya kazary, Md.Rubel | International journal of Advanced Computer Science and Applications(IJACSA) |
| 22 | 2011 | Generation of Genetic Networks from a Small Number of Gene Expression Patterns under the Boolean Network Model | Momotaz Begum, Sumaya Kazary, Md. Jakir Hossain, Sohag Kumar Bhadra, Md. Rokon Uddin | Global journal of Computer science and Technology |
| 23 | 2011 | A Comprehensive Analysis of Congestion Control Using Random Early Discard (RED) Queue” | Md. Abdullah Al Mamun, Momotaz Begum, Md. Sahneoaj Rubel | Global journal of Computer science and Technology |
| 24 | 2011 | Multilingual OCR(MOCR):An Approach to Classify Words to Languages” International journal of Advanced Computer Applications, vol. 32, no. 1, October 2011. | Mohammad Abu Obida , Md.Jakir Hossain, Momotaz Begum, Md.Shahin Alam | International journal of Advanced Computer Applications, vol. 32, no. 1, |
Publications (Conference):
| # | Year | Title | Authors | Event |
|---|---|---|---|---|
| 1 | 2024 | M-DBSCAN: Modified DBSCAN Clustering Algorithm for Detecting and Controlling Outliers | Momotaz Begum, Mehedi Hasan Shuvo, Md. Golam Mustafa, Abm Kamrul Hasan Riad, Md Arabin Islam Talukder, Mst Shapna Akter, Hossain Shahriar | SAC '24: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing |
| 2 | 2024 | Drought Prediction Using Machine Learning Forecasting Model in the Context of Bangladesh During 1981–2018 | Alomgir Hossain, Momotaz Begum and Nasim Akhtar | International Conference on Artificial Intelligence on Textile and Apparel |
| 3 | 2023 | Partitional technique for searching Initial Cluster Centers in K-means Algorithm | Md. Hamidur Rahman, Momotaz Begum | Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering |
| 4 | 2022 | Long short-term memory (LSTM) networks based software fault prediction using data transformation methods | Md. Rashedul Islam, Md. Nasim akthar and Momotaz Begum | 2022 International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) |
| 5 | 2022 | Miniaturized Mirror C-Shaped Negative Index Engineered Material for L-, S-, and C-band Applications | Mohammad Jakir Hossain, Pujan Chandra Paul, Sikder Sunbeam Islam and Momotaz Begum | 2022 International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE) |
| 6 | 2020 | An Improved Safety Detection algorithm Towards Deadlock Avoidance | Momotaz Begum; Omar Faruque; Md. Waliur Rahman Miah; Bimal Chandra Das | 2020 IEEE 10th Symposium on Computer Applications & Industrial Electronics (ISCAIE) |
| 7 | 2020 | Conic Programming Approach to Reduce Congestion Ratio in Communications Network | Bimal Chandra Das, Momotaz Begum, Mohammad Monir UddinMd. Mosfiqur Rahman | International Conference on Cyber Security and Computer Science |
| 8 | 2016 | Optimal software release decision via back propagation algorithm. | Momotaz Begum , Tadashi Dohi | The 2016 (67th) Chugoku-Branch Joint Convention of Institutes of Electrical and Information Engineers (RENTAI 2016). |
| 9 | 2016 | Optimal software release decision via artificial neural network approach with bug count data. | Momotaz Begum , Tadashi Dohi | The 7th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM 2016). |
| 10 | 2015 | Prediction interval of software fault-detection time using back propagation algorithm. | Momotaz Begum , Tadashi Dohi | The 2015 (66th) Chugoku-Branch Joint Convention of Institutes of Electrical and Information Engineers (RENTAI 2015), Yamaguchi, Japan, October 17, 2015 (Paper award). |
| 11 | 2015 | Prediction interval of cumulative number of software faults using multilayer perceptron. | Momotaz Begum , Tadashi Dohi | The 3rd International Conference on Applied Computing & Information Technology (ACIT 2015). |
| 12 | 2013 | KSOMKM: An Efficient Approach for High Dimensional Dataset | Momotaz Begum , Md. Nasim Aktar | International Conference on Control Robotics and Cybernetics (ICCRC 2013). |
Fellowship / Membership of Scientific and Professional Societies:
| # | Type | Organization | Membership Code |
|---|---|---|---|
| 1 | Member | IEEE | 97819802 |
| 2 | Member | IAENG International Association of Engineers | 277229 |
| 3 | Member | IEB | M-31041 |
Honors and Awards:
| # | Title | Event | Year |
|---|---|---|---|
| 1 | Best paper award | The 2015 (66th) Chugoku-Branch Joint Convention of Institutes of Electrical and Information Engineers (RENTAI 2015). | 2015 |
| 2 | Scholarship | Japanese Government (MEXT) Scholarship | 2014 |
Guided Ph. D./ M.Sc. / M.Engg. Students:
| # | Programme | Awarded Students | Running Students |
|---|---|---|---|
| 1 | B.Sc. | 80 | 9 |
| 2 | M.Sc. | 2 | 2 |
| Student Details: Happy Akhter (19204021) Sadia Sultana Dina(21204004) | |||
| 3 | M. Eng. | 3 | 5 |
| Student Details: Shamsul Huda Rani (17204014) S. M. Jahid Hasan (19204025) Md. Hasibul Islam Shanto (20204011) Mahfuza Akter(21204020) Sabiha Jannath (21204021) | |||
| 4 | PhD | 0 | 4 |
| Student Details: Md. Rashedul Islam (17104004) Md. Alomgir Hossain (P-142403-P) Tumpa Rani Shaha (19104003) Full funded by ICT division Ayesha Siddika (20104002) | |||
List of Conferences, Short-term Course etc. Organized or Participated):
| # | Event | Organizer | Role | Year |
|---|---|---|---|---|
| 1 | BIM 2021 | Department of CSE, CUET, Bangladesh | Reviewer | 2021 |
| 2 | International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM 2023) | Department of CSE, DUET,Gazipur | TPC member and Reviewer | 2023 |
| 3 | 2nd International Conference on Big Data, IoT and Machine Learning 2023 (BIM 2023) | Daffodil International University, Bangladesh and IIT, Jahangirnagar University | TPC member and Reviewer | 2023 |
| 4 | BIM 2023 | Department of CSE, DIU, Dhaka | TPC member and reviewer | 2023 |
Course Conducted:
| # | Programme | Course No | Course Title | Year |
|---|---|---|---|---|
| 1 | B.Sc. | CSE-3221 | Operating System | 2010,2012,2013,2021,2023 |
| 2 | B.Sc. | CSE-3222 | Operating System Sessional | 2010,2012,2013,2021,2023 |
| 3 | B.Sc. | CSE-1124 | Drawing & CAD Project Sessional | 2010,2018 |
| 4 | B.Sc. | CSE-1823 | Digital Logic & System Design | 2011 |
| 5 | B.Sc. | CSE-1824 | Digital Logic & System Design Sessional | 2011 |
| 6 | B.Sc. | CSE-4813 | Peripherals & Interfacing | 2010,2012,2013,2018,2019,2020,2021 |
| 7 | B.Sc. | CSE-4814 | Peripherals & Interfacing Sessional | 2010,2011,2013,2018,2019,2020,2021 |
| 8 | B.Sc. | CSE-4711 | Simulation & Modeling | 2013,2021 |
| 9 | B.Sc. | CSE-4712 | Simulation & Modeling Sessional | 2013,2021 |
| 10 | B.Sc. | CSE-4721 | Software Engineering | 2018,2021 |
| 11 | B.Sc. | CSE-3114 | Software & Hardware Project | 2018-2019, 2020-2021 |
| 12 | B.Sc. | CSE-2821 | Digital Electronics & Pulse Technique | 2011, 2013 |
| 13 | B.Sc. | CSE-3621 | Information System Analysis & Design | 2019, 2021 |
| 14 | B.Sc. | CSE-3622 | Information System Analysis & Design Sessional | 2019,2021 |
| 15 | M.Sc. | CSE-6106 | Neural Network | 2020,2022 |
| 16 | M.Sc. | CSE-6202 | Data Mining and Warehousing | 2019,2021 |
| 17 | M.Sc. | CSE-6501 | Software Project Management | 2018,2023 |