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Tien-Dung Nguyen
Tien-Dung Nguyen
Data Scientist
Verifierad e-postadress på student.uts.edu.au - Startsida
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Application of provenance in social computing: A case study
M Riveni, TD Nguyen, MS Aktas, S Dustdar
Concurrency and Computation: Practice and Experience 31 (3), e4894, 2019
502019
Parallel two-phase K-means
CD Nguyen, DT Nguyen, VH Pham
International Conference on Computational Science and Its Applications, 224-231, 2013
192013
An ontology-based IT student model in an educational social network
CD Nguyen, KD Vo, DB Bui, DT Nguyen
Proceedings of the 13th International Conference on Information Integration …, 2011
182011
AutoWeka4MCPS-AVATAR: Accelerating automated machine learning pipeline composition and optimisation
TD Nguyen, K Musial, B Gabrys
Expert Systems with Applications, 115643, 2021
122021
Incremental Search Space Construction for Machine Learning Pipeline Synthesis
MA Zöller, TD Nguyen, MF Huber
arXiv preprint arXiv:2101.10951, 2021
122021
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model
TD Nguyen, T Maszczyk, K Musial, MA Zöller, B Gabrys
Symposium on Intelligent Data Analysis 2020, 2020
122020
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning
TD Nguyen, DJ Kedziora, K Musial, B Gabrys
arXiv preprint arXiv:2105.00282, 2021
102021
Calibration of Conductivity Sensor using Combined Algorithm Selection and Hyperparameter Optimization: A Case Study
TD Nguyen, TTS Nguyen, NT Le
2018 International Conference on Advanced Technologies for Communications …, 2018
72018
On improving agricultural IoT management process for fault detection
TD Nguyen, TP Chiem, TH Duong, DH Le, XA Nguyen
Journal of Information and Telecommunication 1 (3), 208-223, 2017
42017
On Developing and Operating of Data Elasticity Management Process
TD Nguyen, HL Truong, G Copil, DH Le, D Moldovan, S Dustdar
International Conference on Service Oriented Computing, 105-119, 2015
42015
Supporting Career Counseling with User Modeling and Job Matching
CD Nguyen, KD Vo, DT Nguyen
Advanced Computational Methods for Knowledge Engineering, 281-292, 2013
32013
On Taking Advantage of Opportunistic Meta-knowledge to Reduce Configuration Spaces for Automated Machine Learning
DJ Kedziora, TD Nguyen, K Musial, B Gabrys
arXiv preprint arXiv:2208.04376, 2022
22022
SLA-Based Management of Human-Based Services in Business Processes for Socio-Technical Systems
M Riveni, TD Nguyen, S Dustdar
International Conference on Business Process Management, 361-373, 2017
22017
Improving The Performance Of The K-means Algorithm
TD Nguyen
arXiv preprint arXiv:2005.04689, 2013
2013
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Artiklar 1–14