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ORCIDTien-Dung Nguyen 0002
Person information
- affiliation: International University, School of Computer Science and Engineering, Ho Chi Minh City, Vietnam
- affiliation (2013 - 2015): TU Wien, Vienna, Austria
Other persons with the same name
- Tien Dung Nguyen (aka: Tien-Dung Nguyen) — disambiguation page
- Tien-Dung Nguyen 0001
![[0000-0002-3489-3324]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-3489-3324")
— Kyung Hee University, Yongin, South Korea - Tien-Dung Nguyen 0003 — FPT Corporation, Hanoi, Vietnam
- Tien Dung Nguyen 0004 (aka: Tien-Dung Nguyen 0004, Dung T. Nguyen 0001) — Hanoi University of Science and Technology, Vietnam (and 1 more)
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Journal Articles
- 2024
[j4]David Jacob Kedziora, Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys:
On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learning. Expert Syst. Appl. 239: 122359 (2024)- 2021
- [j3]Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys:
AutoWeka4MCPS-AVATAR: Accelerating automated machine learning pipeline composition and optimisation. Expert Syst. Appl. 185: 115643 (2021) - 2019
- [j2]Mirela Riveni, Tien-Dung Nguyen, Mehmet S. Aktas, Schahram Dustdar:
Application of provenance in social computing: A case study. Concurr. Comput. Pract. Exp. 31(3) (2019) - 2017
- [j1]Tien-Dung Nguyen, Thach-Phat Chiem, Trong Hai Duong, Duc-Hung Le, Xuan-An Nguyen:
On improving agricultural IoT management process for fault detection. J. Inf. Telecommun. 1(3): 208-223 (2017)
Conference and Workshop Papers
- 2021
- [c7]Marc-André Zöller, Tien-Dung Nguyen, Marco F. Huber:
Incremental Search Space Construction for Machine Learning Pipeline Synthesis. IDA 2021: 103-115 - [c6]Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys:
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning. IJCNN 2021: 1-8 - 2020
- [c5]Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys:
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model. IDA 2020: 352-365 - 2017
- [c4]Mirela Riveni, Tien-Dung Nguyen, Schahram Dustdar:
SLA-Based Management of Human-Based Services in Business Processes for Socio-Technical Systems. Business Process Management Workshops 2017: 361-373 - 2015
- [c3]Tien-Dung Nguyen, Hong Linh Truong, Georgiana Copil, Duc-Hung Le, Daniel Moldovan, Schahram Dustdar:
On Developing and Operating of Data Elasticity Management Process. ICSOC 2015: 105-119 - 2013
- [c2]Cuong Duc Nguyen, Tien-Dung Nguyen, Van-Hau Pham:
Parallel Two-Phase K-Means. ICCSA (5) 2013: 224-231 - 2011
- [c1]Cuong Duc Nguyen, Khoi Duy Vo, Dang Bach Bui, Tien-Dung Nguyen:
An ontology-based IT student model in an educational social network. iiWAS 2011: 379-382
Parts in Books or Collections
- 2013
- [p1]Cuong Duc Nguyen, Khoi Duy Vo, Tien-Dung Nguyen:
Supporting Career Counseling with User Modeling and Job Matching. Advanced Computational Methods for Knowledge Engineering 2013: 281-292
Informal and Other Publications
- 2022
- [i5]David Jacob Kedziora, Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys:
On Taking Advantage of Opportunistic Meta-knowledge to Reduce Configuration Spaces for Automated Machine Learning. CoRR abs/2208.04376 (2022) - 2021
- [i4]Marc-André Zöller, Tien-Dung Nguyen, Marco F. Huber:
Incremental Search Space Construction for Machine Learning Pipeline Synthesis. CoRR abs/2101.10951 (2021) - [i3]Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys:
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning. CoRR abs/2105.00282 (2021) - 2020
- [i2]Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys:
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model. CoRR abs/2001.11158 (2020) - [i1]Tien-Dung Nguyen, Bogdan Gabrys, Katarzyna Musial:
AutoWeka4MCPS-AVATAR: Accelerating Automated Machine Learning Pipeline Composition and Optimisation. CoRR abs/2011.11846 (2020)
Coauthor Index
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