Tien-Dung Nguyen

According to our database, Tien-Dung Nguyen authored at least 11 papers between 2011 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

AutoWeka4MCPS-AVATAR: Accelerating automated machine learning pipeline composition and optimisation.

Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys

Expert Syst. Appl., 2021

Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning.

Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys

Proceedings of the International Joint Conference on Neural Networks, 2021

Incremental Search Space Construction for Machine Learning Pipeline Synthesis.

Marc-André Zöller, Tien-Dung Nguyen, Marco F. Huber

Proceedings of the Advances in Intelligent Data Analysis XIX, 2021

2020

AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model.

Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

2019

Application of provenance in social computing: A case study.

Mirela Riveni, Tien-Dung Nguyen, Mehmet S. Aktas, Schahram Dustdar

Concurr. Comput. Pract. Exp., 2019

2017

On improving agricultural IoT management process for fault detection.

Tien-Dung Nguyen, Thach-Phat Chiem, Trong Hai Duong, Duc-Hung Le, Xuan-An Nguyen

J. Inf. Telecommun., 2017

SLA-Based Management of Human-Based Services in Business Processes for Socio-Technical Systems.

Mirela Riveni, Tien-Dung Nguyen, Schahram Dustdar

Proceedings of the Business Process Management Workshops, 2017

2015

On Developing and Operating of Data Elasticity Management Process.

Tien-Dung Nguyen, Hong Linh Truong, Georgiana Copil, Duc-Hung Le, Daniel Moldovan, Schahram Dustdar

Proceedings of the Service-Oriented Computing - 13th International Conference, 2015

2013

Supporting Career Counseling with User Modeling and Job Matching.

Cuong Duc Nguyen, Khoi Duy Vo, Tien-Dung Nguyen

Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2013

Parallel Two-Phase K-Means.

Cuong Duc Nguyen, Tien-Dung Nguyen, Van-Hau Pham

Proceedings of the Computational Science and Its Applications - ICCSA 2013, 2013

2011

An ontology-based IT student model in an educational social network.

Cuong Duc Nguyen, Khoi Duy Vo, Dang Bach Bui, Tien-Dung Nguyen

Proceedings of the iiWAS'2011, 2011