| Bayesian optimization for categorical and category-specific continuous inputs D Nguyen, S Gupta, S Rana, A Shilton, S Venkatesh Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5256-5263, 2020 | 67 | 2020 |
| Learning graph representation via frequent subgraphs D Nguyen, W Luo, TD Nguyen, S Venkatesh, D Phung SDM, 306-314, 2018 | 53 | 2018 |
| Efficient strategies for parallel mining class association rules D Nguyen, B Vo, B Le Expert Systems with Applications 41 (10), 4716-4729, 2014 | 44 | 2014 |
| A novel method for constrained class association rule mining D Nguyen, LTT Nguyen, B Vo, TP Hong Information Sciences 320, 107-125, 2015 | 43 | 2015 |
| 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 | 37 | 2016 |
| 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 | 35 | 2018 |
| 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 | 35 | 2015 |
| Bayesian optimization with discrete variables P Luong, S Gupta, D Nguyen, S Rana, S Venkatesh AI 2019: Advances in Artificial Intelligence: 32nd Australasian Joint …, 2019 | 30 | 2019 |
| 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 | 25 | 2018 |
| Verification of integrity of deployed deep learning models using Bayesian Optimization DP Kuttichira, S Gupta, D Nguyen, S Rana, S Venkatesh Knowledge-based systems 241, 108238, 2022 | 22 | 2022 |
| 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 | 22 | 2018 |
| Adaptive cost-aware Bayesian optimization P Luong, D Nguyen, S Gupta, S Rana, S Venkatesh Knowledge-Based Systems 232, 107481, 2021 | 20 | 2021 |
| Trans2vec: learning transaction embedding via items and frequent itemsets D Nguyen, TD Nguyen, W Luo, S Venkatesh Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018 | 20 | 2018 |
| Momentum adversarial distillation: Handling large distribution shifts in data-free knowledge distillation K Do, TH Le, D Nguyen, D Nguyen, H Harikumar, T Tran, S Rana, ... Advances in Neural Information Processing Systems 35, 10055-10067, 2022 | 18 | 2022 |
| Fairness improvement for black-box classifiers with Gaussian process D Nguyen, S Gupta, S Rana, A Shilton, S Venkatesh Information Sciences 576, 542-556, 2021 | 18 | 2021 |
| Mining class-association rules with constraints D Nguyen, B Vo Knowledge and Systems Engineering: Proceedings of the Fifth International …, 2014 | 16 | 2014 |
| Black-box few-shot knowledge distillation D Nguyen, S Gupta, K Do, S Venkatesh European Conference on Computer Vision, 196-211, 2022 | 13 | 2022 |
| A parallel algorithm for frequent subgraph mining B Vo, D Nguyen, TL Nguyen Advanced Computational Methods for Knowledge Engineering: Proceedings of 3rd …, 2015 | 13 | 2015 |
| Deepcoda: personalized interpretability for compositional health data T Quinn, D Nguyen, S Rana, S Gupta, S Venkatesh International Conference on Machine Learning, 7877-7886, 2020 | 11* | 2020 |
| 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 | 10 | 2016 |
Svetha VenkateshDeakin Distinguished Professor, Deakin UniversityVerified email at deakin.edu.au
