Dr. Momotaz Begum

Name Dr. Momotaz Begum
Designation Assistant Professor
Department Computer Science & Engineering
Contact Information Alternate Email:momotaz.2k3@gmail.com
Mobile:+81-080-6245-8532
Educational Qualifications Degree University Country Year Field
Ph.D. Hiroshima University Japan 2017, 20th September Information Engineering
M.Sc. DUET, Gazipur Bangladesh 2014, 2nd February CSE
B.Sc. DUET, Gazipur Bangladesh 2008, 20th October CSE
Field of Specialization: Reliability, Software Engineering, Artificial Neural Network, Data Mining, Data Clustering, Information system and analysis.
Research Interest: Software Rejuvenation and Software Aging, Human Pose Recognition
Courses Taught
(Course Code and Title only)
Undergraduate Level: AutoCAD, Digital Logic Design, Digital Pulse Technique, Theory of Computation, Information System Analysis & Design, Pattern Recognition, Neural Network & Fuzzy System, Computer Architecture, Software Development Project
Thesis Supervision
(Number of Students)
B.Sc.:9
Publication List (IEEE format)
(Year-wise publication List)
Journal:
2017:
I.         Momotaz Begum, Tadashi. Dohi, “A neuro-based software fault prediction with Box-Cox power transformation,” Journal of Software Engineering and Applications, vol. 10, no. 3, pp. 288-309, March 2017.
II.      Momotaz. Begum, Tadashi. Dohi, “Optimal stopping time of software system test via artificial neural network with fault count data,” Journal of Quality in Maintenance Engineering (in press) (acceptance date: 27 January 2017).
III.   Momotaz. Begum, Tadashi. Dohi, “Optimal Release Time Estimation of Software System using Box-Cox Transformation and Neural Network,” International Journal of Mathematical, Engineering and Management Sciences (IJMEMS) (in press) (acceptance date: 27 September 2017).
2016:
Momotaz Begum, Tadashi Dohi, “Estimating prediction interval of cumulative number of software faults using back propagation algorithm,” International Journal of Computer and Information Science, vol. 17, no. 2, pp. 25-34, May 2016.
2012:
1.               Mohammod Abul Kashem, Momotaz Begum, Sumaya Kazary, and Shamim Ahmed “The Proposal of a framework for implementation of present Government’s “Digital Bangladesh-2021” involving & integrating of Rural Women” International Journal of Scientific & Engineering Research, Vol. 3, no. 3, March -2012 ISSN 2229-55182.               Shamim Ahmed, Momotaz Begum, Fazlul Hasan Siddiqui, and Mohammod Abul Kashem “Dynamic Web Service Discovery Model Based on Artificial Neural Network with QoS Support” International Journal of Scientific & Engineering Research, vol. 3, no. 3, March -2012 1 ISSN 2229-5518
2011:
I.         Md. Abdullah Al Mamun, Momotaz Begum, Md. Sahneoaj Rubel   “A  Comprehensive Analysis of Congestion Control Using Random Early Discard (RED) Queue” Global journal of Computer science and Technology, vol. 11, no. 18, October 2011.
II.      Md. Abdullah Al Mamun, Momotaz Begum, Sumaya kazary, Md.Rubel “An Experimental Improvement Analysis of Loss Tolerant TCP (LT- TCP) For Wireless Network” International journal of Advanced Computer Science and Applications(IJACSA), vol. 2, no. 10, 2011.
III.   Mohammad Abu Obida , Md.Jakir Hossain, Momotaz Begum, Md.Shahin Alam “Multilingual OCR(MOCR):An Approach to Classify Words to Languages” International journal of Advanced Computer Applications, vol. 32, no. 1, October 2011.
IV.   Momotaz Begum, Sumaya Kazary, Md. Jakir Hossain, Sohag Kumar Bhadra, Md. Rokon Uddin “Generation of Genetic Networks from a Small Number of Gene Expression Patterns under the Boolean Network Model” Global Journal of Computer Science and Technology, vol. 11, no. 21, December 2011
3. Proceedings
1) Momotaz Begum and T. Dohi, “Optimal software release decision via artificial neural network approach with bug count data,” Proceedings of The 7th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM 2016), pp. 17-24, McGraw-Hill, Taiwan, 2016.
Conferences (International):
2016:
 Momotaz Begum, T. Dohi, “Optimal software release decision via artificial neural network approach with bug count data,” The 7th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM 2016), Seoul, Korea, August 24-26, 2016.
2015:
Momotaz Begum, T. Dohi, “Prediction interval of cumulative number of software faults using multilayer perceptron,” The 3rd International Conference on Applied Computing & Information Technology (ACIT 2015), Okayama, Japan, July 12-16, 2015
2013:
M. Begum and Md. Nasim Akthar “KSOMKM: An Efficient Approach for High Dimensional Dataset Clustering”, International Conference on Control Robotics and Cybernetics (ICCRC 2013), August 17-18, 2013, Malé, Maldives
Conferences (National):
2016:
Momotaz Begum, T. Dohi, “Optimal software release decision via back propagation algorithm,” The 2016 (67th) Chugoku-Branch Joint Convention of Institutes of Electrical and Information Engineers (RENTAI 2016), Higashi-Hiroshima, Japan, October 22, 2016
2015:
Momotaz Begum, T. Dohi, “Prediction interval of software fault-detection time using back    propagation algorithm,” The 2015 (66th) Chugoku-Branch Joint Convention of Institutes  of Electrical and Information Engineers (RENTAI 2015), Yamaguchi, Japan, October  17, 2015 (Paper award).
2013:
Momotaz Begum and Dr.Md.Nasim Akhtar “Dimensionality Reduction and Cluster center Selection: An Efficient Scheme for High dimensional dataset Clustering.” 1st National Conference on Intelligent Computing and Information Technology, November 21, 2013, CUET, Chittagong-4349, Bangladesh
Book Chapter:
Momotaz Begum, T. Dohi, “Prediction interval of cumulative number of software faults using multilayer perceptron,” Applied Computing & Information Technology (R. Lee, ed.), Studies in Computational Intelligence, vol. 619, pp. 43-58, Springer International Publishing, Switzerland, 2016.