Minh-Tuan Tran
Master Student at SGVR Lab, School of Computing, KAIST
About Me
Research Interest: Time Series, Graph Mining and Machine Learning
I am currently a master's student at the School of Computing, KAIST. I am very fortunate to be advised by Prof. Sung-Eui Yoon. I received my B.S. in Computer Science from Ton Duc Thang University.
Contact Details
Email: tmtuan (at) kaist.ac.kr / tmtuan1307 (at) gmail.com
Website: Google Scholar LinkedIn
EDUCATION
Korea Advanced Institute of Science & Technology (KAIST)
M.S in Computer Science (Sep. 2020 - Now )
Ton Duc Thang University
B.S in Computer Science (Sep. 2013 - Sep. 2017)
PUBLICATION
Journal:
[J2] An Improvement of SAX Representation for Time Series by Using Complexity Invariance
Xuan-May T. Le*, Minh-Tuan Tran*, Hien .T Nguyen
Intelligent Data Analysis, vol. 24, no. 3, 2020 [paper | bib]
[J1] A Novel Non-Parametric Method for Time Series Classification Based on k-Nearest Neighbors and Dynamic Time Warping Barycenter Averaging
Minh-Tuan Tran*, Xuan-May T. Le*, Hien .T Nguyen, Van-Nam Huynh
Engineering Applications of Artificial Intelligence , vol. 78, 2019 [paper | bib]
Conference:
[c2] Detecting Special Lecturers Using Information theory-based Outlier Detection Method
Thuc-Doan Do, Minh-Tuan Tran, Xuan-May T. Le, Thuy-Van Duong
ICCDA 2017 [paper | bib]
[C1] A Weighted Local Mean-based k-Nearest Neighbors Classifier for Time Series
Minh-Tuan Tran*, Xuan-May T. Le*, Vo Thanh Vinh, Hien .T Nguyen, Tuan .M Nguyen
ICMLC 2017 [paper | bib]
AWARDS & HONORS
Top 20 Outstanding Students in Ton Duc Thang University, 2016-2017
NAFOSTED Grant Program for Research Support Activities 2017
SKILL
Language:
Vietnamese (mother tongue), English (fluent)
Programming Languages:
Tensorflow, Pytorch, Matlab, Python, Java, C#, C++, Android, Kotlin