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-T
uan 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