Full name: LE Thi My Hanh
Date of birth: 9th September 1975
Place of birth: Quangngai, Vietnam
Nationality: Vietnamese
Work address: Faculty of Information Technology, University of Science and Technology – The University of Danang
54 Nguyen Luong Bang Street, Lien Chieu District, Danang, Vietnam
Work position: Lecturer of Department of Software Engineering
E-mail: ltmhanh@dut.udn.vn
Cellphone: (+84) 935 737 577
EDUCATION
2016: Doctor of Engineering
Institution: The University of Danang
Major: Computer Science/Software Engineering
2004: Master of Science
Institution: The University of Danang
Major: Computer Science
1993-1998: Bachelor
Institution: The University of Danang - University of Science and Technology,
Danang, Vietnam
Major: Computer Science
WORK EXPERIENCE
· 11/1998-present: Lecturer at Faculty of Information Technology, Danang University of Science and Technology – The University of Danang, Vietnam.
COURSES TAUGHT AT UNIVERSITY
Software Engineering
Software Testing
Object-Oriented Programming
Object-Oriented Analysis and Design
Knowledge Engineering
RESEARCH INTERESTS
Software Engineering
Software Testing
Computational Intelligence
Machine Learning
Knowledge Mining
RESEARCH PROJECTS
Research on optimization algorithms and sampling techniques for machine learning models in software fault prediction problems (B2019-DNA-03)
Grantor: Ministry of Education and Training of Vietnam
Duration: 01/2019-12/2020, Status: Completed, Role: Project Manager
Increasing the accuracy of software fault prediction on imbalanced training data (T2018-02-50)
Grantor: University of Science and Technology – The University of Danang
Duration: 04/2018-03/2019, Status: Completed, Role: Project Manager
RESEARCH ON NATURE-INSPIRED ALGORITHMS AND THEIR APPLICATION FOR THE SOFTWARE EFFORT DEVELOPMENT PROBLEM (B2016-ĐN02-06)
Grantor: The University of Danang
Duration: 10/2016 to 10/2018, Status: Completed, Role: Project Manager
Research and apply mutation testing for the design in Simulink environment (Đ2013-02-57)
Grantor: The University of Danang
Duration: 11/2013 to 12/2013, Status: Completed, Role: Project Manager
RECENT PUBLICATIONS (most recent apears first)
Tran, P.Q., Nguyen, H.T., Le, H.M.T., Huynh, H.X. (2021). Ensemble Learning for Mining Opinions on Food Reviews. In: Cong Vinh, P., Rakib, A. (eds) Context-Aware Systems and Applications. ICCASA 2021. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 409. Springer, Cham. https://doi.org/10.1007/978-3-030-93179-7_5
Khuat, TT, Le, MH, Balanced Random Hyperboxes for Class Imbalanced Problems, IAENG International Journal of Computer Science, 2021, 48, (2), pp. 406-412
Khuat, T.T., Le, M.H. Evaluation of Sampling-Based Ensembles of Classifiers on Imbalanced Data for Software Defect Prediction Problems. SN COMPUT. SCI. 1, 108 (2020). https://doi.org/10.1007/s42979-020-0119-4
Thanh Tung Khuat; Le, My Hanh. Ensemble learning for software fault prediction problem with imbalanced data, International Journal of Electrical and Computer Engineering; Yogyakarta Vol. 9, Iss. 4, (Aug 2019): 3241-3246. DOI:10.11591/ijece.v9i4.pp3241-3246
Khuat, T.T., Le, M.H. Binary teaching–learning-based optimization algorithm with a new update mechanism for sample subset optimization in software defect prediction. Soft Comput 23, 9919–9935 (2019). https://doi.org/10.1007/s00500-018-3546-6
