Tai Le Quy

About me

I'm a PhD student at the L3S Research Center, Leibniz University Hannover, under the supervision of Prof. Eirini Ntoutsi.
My research interests are Fairness in Educational Data Mining and Learning Analytics.

Publications

Authors Title Venue Year Link
Tai Le Quy, Arjun Roy, Vasileios Iosifidis, Wenbin Zhang, Eirini Ntoutsi A survey on datasets for fairness-aware machine learning WIREs Data Mining and Knowledge Discovery 2022
Tai Le Quy, Arjun Roy, Gunnar Friege, Eirini Ntoutsi Fair-Capacitated Clustering The 14th International Conference on Educational Data Mining (EDM 2021) 2021
Tai Le Quy, Eirini Ntoutsi Towards fair, explainable and actionable clustering for learning analytics The 14th International Conference on Educational Data Mining (EDM 2021) 2021
Huyen Giang Thi Thu, Thuy Nguyen Thanh, Tai Le Quy A Neighborhood Deep Neural Network Model using Sliding Window for Stock Price Prediction International Conference on Big Data and Smart Computing (BIGCOMP 2021) 2021
Bahman Askari, Tai Le Quy, Eirini Ntoutsi Taxi Demand Prediction using an LSTM-based Deep Sequence Model and Points of Interest 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) 2020
Tai Le Quy, Wolfgang Nejdl, Myra Spiliopoulou, Eirini Ntoutsi A Neighborhood-Augmented LSTM Model for Taxi-Passenger Demand Prediction International Workshop on Multiple-Aspect Analysis of Semantic Trajectories @ ECML-PKDD 2019 2019
Tai Le Quy, Sergej Zerr, Eirini Ntoutsiand, Wolfgang Nejdl Data augmentation for dealing with low sampling rates in NILM Proceedings of the 4th International Workshop on Non-Intrusive Load Monitoring, University of Texas, Austin, TX, USA 2018

Research Interests

Machine Learning
Data Mining
Fairness
Learning Analytics
Educational Data Mining
Time series
Spatio - Temporal Data Mining

Award and Funding

2021

IEEE BigData 2021 Student Travel Award

2020 - Present

The PhD programme "LernMINT: Data-assisted teaching in the MINT subjects" supported by the Ministry of Science and Culture of Lower Saxony, Germany

2016 - 2020

The project on training PhD lecturers for universities and colleges in the period from 2010 to 2020 (Project 911), supported by the Ministry of Education and Training of Vietnam


Education

Ph.D. in Computer Science

June 2016 - Present L3S Research Center - Leibniz University Hannover | Germany

Supervisor: Prof. Eirini Ntoutsi

M.Sc. in Information Technology

2007 - 2011 College of Technology, Vietnam National University, Hanoi | Vietnam

Thesis title: Natural language processing in Vietnamese text summarization

Supervisors: Prof. Dr. Pham Bao Son

B.Sc. in Education in Information Technology

2003 - 2007 Thai Nguyen University of Education, Vietnam

Thesis title: Data compression with error detection and correction

Supervisor: Dr. Nguyen Van Truong

Research activities

Journal peer review

2021 The Journal of Supercomputing

Conference peer review

2022 AIES 2022

Work Experience

Leibniz University Hannover

June 2016 - Present

Teaching assisstant
▪ Data Mining Lab (WS19/20)
▪ Seminar Data Mining (SS19)
▪ Data Mining I (SS17, SS18, SS19 )
▪ Seminar Advance Topic in Data Mining(WS17/18)
Student supervision
▪ B.Sc Thi Tu Nguyen, “Analysis of energy consumption data stream with deep learning”, WS 17/18
▪ M.Sc Bahman Askari, “Prediction of Taxi-Passenger Demand using Recurrent Neural Network", SS19

Banking Academy of Vietnam

August 2010 - June 2016

Teaching
▪ Programming fundamentals with C/C++
▪ Windows Programming with C#
▪ Data Structure and Algorithm
▪ Introduction to Informatics
Student supervision
▪ B.Sc Huong Nguyen Thu, “Decision trees in internal credit ratings”, 2012
▪ B.Sc Tinh Nguyen Thi, “Analysis and design of personal loan management system at Military Bank – West Hanoi Branch”, 2013
▪ B.Sc Huong Nguyen Thi, “ Analysis and design of cash accounting software for small and medium enterprises in Vietnam”, 2014
▪ B.Sc Trang Ngo Thi, “Analysis and design of warehouse management software at Tam Phuc Co., Ltd”, 2014
▪ B.Sc Van Bui Quynh, “ Developing the system of valuable paper depository at the State Bank of Vietnam”, 2015
▪ B.Sc Huyen Le Thi Thanh, “ Developing the one-stop administrative procedures software at the Department of Natural Resources and Environment of Bac Giang Province”, 2015


News

March 3rd 2022

Our article A survey on datasets for fairness-aware machine learning has been published in Wiley Online Library.

December 2021

I got the IEEE BigData 2021 Student Travel Award

April 10th 2021

Our research paper Fair-capacitated clustering has been accepted in the 14th International Conference on Educational Data Mining 2021.

Artificial Intelligence and Machine Learning Group   |   L3S Research Center