Dang Nguyen, PhD
Dang Nguyen, PhD
Applied Artificial Intelligence Institute (A2I2), Deakin University, Australia
Verified email at deakin.edu.au - Homepage
Title
Cited by
Cited by
Year
Efficient strategies for parallel mining class association rules
D Nguyen, B Vo, B Le
Expert Systems with Applications 41 (10), 4716-4729, 2014
372014
A novel method for constrained class association rule mining
D Nguyen, LTT Nguyen, B Vo, TP Hong
Information Sciences 320, 107-125, 2015
292015
CCAR: An efficient method for mining class association rules with itemset constraints
D Nguyen, B Vo, B Le
Engineering Applications of Artificial Intelligence 37, 115-124, 2015
252015
Efficient mining of class association rules with the itemset constraint
D Nguyen, LTT Nguyen, B Vo, W Pedrycz
Knowledge-Based Systems 103, 73-88, 2016
202016
Learning graph representation via frequent subgraphs
D Nguyen, W Luo, TD Nguyen, S Venkatesh, D Phung
SDM, 306-314, 2018
142018
Mining class-association rules with constraints
D Nguyen, B Vo
Knowledge and Systems Engineering, 307-318, 2014
132014
A parallel algorithm for frequent subgraph mining
B Vo, D Nguyen, TL Nguyen
Advanced Computational Methods for Knowledge Engineering, 163-173, 2015
92015
Trans2vec: learning transaction embedding via items and frequent itemsets
D Nguyen, TD Nguyen, W Luo, S Venkatesh
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 361-372, 2018
62018
A Parallel Strategy for the Logical‐probabilistic Calculus‐based Method to Calculate Two‐terminal Reliability
D Nguyen, B Vo, DL Vu
Quality and Reliability Engineering International 32 (7), 2313–2327, 2016
52016
Effective Identification of Similar Patients Through Sequential Matching over ICD Code Embedding
D Nguyen, W Luo, S Venkatesh, D Phung
Journal of Medical Systems 42 (5), 94, 2018
42018
Understanding toxicities and complications of cancer treatment: A data mining approach
D Nguyen, W Luo, D Phung, S Venkatesh
Australasian Joint Conference on Artificial Intelligence, 431-443, 2015
42015
Sqn2Vec: Learning Sequence Representation via Sequential Patterns with a Gap Constraint
D Nguyen, W Luo, TD Nguyen, S Venkatesh, D Phung
European Conference on Machine Learning and Principles and Practice of …, 2018
32018
LTARM: A novel temporal association rule mining method to understand toxicities in a routine cancer treatment
D Nguyen, W Luo, D Phung, S Venkatesh
Knowledge-Based Systems 161, 313-328, 2018
32018
Exceptional contrast set mining: moving beyond the deluge of the obvious
D Nguyen, W Luo, D Phung, S Venkatesh
Australasian Joint Conference on Artificial Intelligence, 455-468, 2016
32016
Control Matching via Discharge Code Sequences
D Nguyen, W Luo, D Phung, S Venkatesh
NIPS 2016 Workshop on Machine Learning for Health, arXiv preprint arXiv:1612 …, 2016
32016
A novel method for mining class association rules with itemset constraints
D Nguyen, B Vo, B Le
International Conference on Computational Collective Intelligence, 494-503, 2014
22014
Detection of Compromised Models Using Bayesian Optimization
DP Kuttichira, S Gupta, D Nguyen, S Rana, S Venkatesh
Australasian Joint Conference on Artificial Intelligence, 485-496, 2019
2019
Bayesian Optimization with Discrete Variables
P Luong, S Gupta, D Nguyen, S Rana, S Venkatesh
Australasian Joint Conference on Artificial Intelligence, 473-484, 2019
2019
Bayesian Optimization for Categorical and Category-Specific Continuous Inputs
D Nguyen, S Gupta, S Rana, A Shilton, S Venkatesh
arXiv preprint arXiv:1911.12473, 2019
2019
Efficient Bayesian Function Optimization of Evolving Material Manufacturing Processes
D Rubín de Celis Leal, D Nguyen, P Vellanki, C Li, S Rana, N Thompson, ...
ACS omega 4 (24), 20571-20578, 2019
2019
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Articles 1–20