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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 : Continue
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: Ongoing
Publications (Journal):
# Year Title Authors Event
1 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
2 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
3 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)
4 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
5 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
6 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)
7 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
8 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
9 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
10 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.
11 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)
12 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
13 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.
14 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.
15 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.
16 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.
17 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)
18 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
19 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
20 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 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
2 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
3 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)
4 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)
5 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)
6 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
7 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).
8 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).
9 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).
10 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).
11 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. 60 12
2 M.Sc. 1 3
Student Details:
Shaishab Roy (15204030-P) Awarded
Md. Hamidur Rahman (16204017-F)
Fatema Tuj Johura Arzu (19204020)
Happy Akhter (19204021)
S. M. Jahid Hasan (19204025)
3 M. Eng. 2 3
Student Details:
Maria Hannan Nitu (17204025) Awarded
Mst. Hamida Khatun (15204024-P)
Md. Alamgir Hossain (16204032-F)
Shamsul Huda Rani (17204014)
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)
Ayesha Siddika
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
18 M.Sc. CSE-6501 Software Project Management 2018,2023