Tien-Dung Nguyen

17 papers A 1B 3C 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learning.
Expert Syst. Appl.
David Jacob Kedziora, Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys
2022 J jnl
On Taking Advantage of Opportunistic Meta-knowledge to Reduce Configuration Spaces for Automated Machine Learning.
CoRR
David Jacob Kedziora, Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys
2021 J jnl
AutoWeka4MCPS-AVATAR: Accelerating automated machine learning pipeline composition and optimisation.
Expert Syst. Appl.
Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys
2021 B conf
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning.
IJCNN
Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2021 J jnl
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning.
CoRR
Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
2021 B conf
Incremental Search Space Construction for Machine Learning Pipeline Synthesis.
IDA
Marc-André Zöller, Tien-Dung Nguyen, Marco F. Huber
2021 J jnl
Incremental Search Space Construction for Machine Learning Pipeline Synthesis.
CoRR
Marc-André Zöller, Tien-Dung Nguyen, Marco F. Huber
2020 B conf
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model.
IDA
Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys
2020 J jnl
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model.
CoRR
Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys
2020 J jnl
AutoWeka4MCPS-AVATAR: Accelerating Automated Machine Learning Pipeline Composition and Optimisation.
CoRR
Tien-Dung Nguyen, Bogdan Gabrys, Katarzyna Musial
2019 J jnl
Application of provenance in social computing: A case study.
Concurr. Comput. Pract. Exp.
Mirela Riveni, Tien-Dung Nguyen, Mehmet S. Aktas, Schahram Dustdar
2017 J jnl
On improving agricultural IoT management process for fault detection.
J. Inf. Telecommun.
Tien-Dung Nguyen, Thach-Phat Chiem, Trong Hai Duong, Duc-Hung Le, Xuan-An Nguyen
2017 — conf
SLA-Based Management of Human-Based Services in Business Processes for Socio-Technical Systems.
Business Process Management Workshops
Mirela Riveni, Tien-Dung Nguyen, Schahram Dustdar
2015 A conf
On Developing and Operating of Data Elasticity Management Process.
ICSOC
Tien-Dung Nguyen, Hong Linh Truong, Georgiana Copil, Duc-Hung Le, Daniel Moldovan, Schahram Dustdar
2013 — conf
Parallel Two-Phase K-Means.
ICCSA (5)
Cuong Duc Nguyen, Tien-Dung Nguyen, Van-Hau Pham
2013 — ch.
Supporting Career Counseling with User Modeling and Job Matching.
Advanced Computational Methods for Knowledge Engineering
Cuong Duc Nguyen, Khoi Duy Vo, Tien-Dung Nguyen
2011 C conf
An ontology-based IT student model in an educational social network.
iiWAS
Cuong Duc Nguyen, Khoi Duy Vo, Dang Bach Bui, Tien-Dung Nguyen