Tien-Dung Nguyen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 12

Top Topics

Business Process

Incremental Clustering

Top Venues

Expert Syst. Appl.

Publications

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 (2024)
Tien-Dung Nguyen, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning. CoRR (2021)
Marc-André Zöller, Tien-Dung Nguyen, Marco F. Huber
Incremental Search Space Construction for Machine Learning Pipeline Synthesis. IDA (2021)
Tien-Dung Nguyen, Katarzyna Musial, Bogdan Gabrys
AutoWeka4MCPS-AVATAR: Accelerating automated machine learning pipeline composition and optimisation. Expert Syst. Appl. 185 (2021)
Marc-André Zöller, Tien-Dung Nguyen, Marco F. Huber
Incremental Search Space Construction for Machine Learning Pipeline Synthesis. CoRR (2021)
Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model. IDA (2020)
Tien-Dung Nguyen, Tomasz Maszczyk, Katarzyna Musial, Marc-André Zöller, Bogdan Gabrys
AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model. CoRR (2020)
Tien-Dung Nguyen, Bogdan Gabrys, Katarzyna Musial
AutoWeka4MCPS-AVATAR: Accelerating Automated Machine Learning Pipeline Composition and Optimisation. CoRR (2020)
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)
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)
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) (2017)
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)