| Information theoretic measures for clusterings comparison: is a correction for chance necessary? NX Vinh, J Epps, J Bailey Proceedings of the 26th annual international conference on machine learning …, 2009 | 3546 | 2009 |
| Adjusting for chance clustering comparison measures S Romano, NX Vinh, J Bailey, K Verspoor The Journal of Machine Learning Research 17 (1), 4635-4666, 2016 | 232 | 2016 |
| Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance. S Romano, J Bailey, XV Nguyen, K Verspoor ICML, 1143-1151, 2014 | 164 | 2014 |
| Effective global approaches for mutual information based feature selection XV Nguyen, J Chan, S Romano, J Bailey Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 160 | 2014 |
| Accelerating online cp decompositions for higher order tensors S Zhou, NX Vinh, J Bailey, Y Jia, I Davidson Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 147 | 2016 |
| Can high-order dependencies improve mutual information based feature selection? NX Vinh, S Zhou, J Chan, J Bailey Pattern Recognition 53, 46-58, 2016 | 114 | 2016 |
| GlobalMIT: learning globally optimal dynamic bayesian network with the mutual information test criterion NX Vinh, M Chetty, R Coppel, PP Wangikar Bioinformatics 27 (19), 2765-2766, 2011 | 99 | 2011 |
| Discovering outlying aspects in large datasets NX Vinh, J Chan, S Romano, J Bailey, C Leckie, K Ramamohanarao, ... Data Mining and Knowledge Discovery 30 (6), 1520-1555, 2016 | 96 | 2016 |
| Gene regulatory network modeling via global optimization of high-order dynamic bayesian network NX Vinh, M Chetty, R Coppel, PP Wangikar BMC bioinformatics 13 (1), 131, 2012 | 88 | 2012 |
| The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality L Amsaleg, J Bailey, D Barbe, S Erfani, ME Houle, V Nguyen, ... 2017 IEEE Workshop on Information Forensics and Security (WIFS), 1-6, 2017 | 75 | 2017 |
| Ground truth bias in external cluster validity indices Y Lei, JC Bezdek, S Romano, NX Vinh, J Chan, J Bailey Pattern Recognition 65, 58-70, 2017 | 68 | 2017 |
| Robust domain generalisation by enforcing distribution invariance S Erfani, M Baktashmotlagh, M Moshtaghi, V Nguyen, C Leckie, J Bailey, ... Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016 | 59 | 2016 |
| Traffic forecasting in complex urban networks: Leveraging big data and machine learning F Schimbinschi, XV Nguyen, J Bailey, C Leckie, H Vu, R Kotagiri 2015 IEEE International Conference on Big Data (Big Data), 1019-1024, 2015 | 59 | 2015 |
| Topology-regularized universal vector autoregression for traffic forecasting in large urban areas F Schimbinschi, L Moreira-Matias, VX Nguyen, J Bailey Expert Systems with Applications 82, 301-316, 2017 | 58 | 2017 |
| Incorporating time-delays in S-System model for reverse engineering genetic networks AR Chowdhury, M Chetty, NX Vinh BMC bioinformatics 14 (1), 196, 2013 | 48 | 2013 |
| mincentropy: A novel information theoretic approach for the generation of alternative clusterings NX Vinh, J Epps 2010 IEEE International Conference on Data Mining, 521-530, 2010 | 48 | 2010 |
| Extending information-theoretic validity indices for fuzzy clustering Y Lei, JC Bezdek, J Chan, NX Vinh, S Romano, J Bailey IEEE Transactions on Fuzzy Systems 25 (4), 1013-1018, 2017 | 46 | 2017 |
| A novel approach for automatic number of clusters detection in microarray data based on consensus clustering NX Vinh, J Epps 2009 Ninth IEEE International Conference on Bioinformatics and …, 2009 | 45 | 2009 |
| High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence L Amsaleg, J Bailey, A Barbe, SM Erfani, T Furon, ME Houle, ... IEEE Transactions on Information Forensics and Security 16, 854-865, 2020 | 35 | 2020 |
| Reconsidering mutual information based feature selection: A statistical significance view NX Vinh, J Chan, J Bailey Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014 | 35 | 2014 |
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneAdresse e-mail validée de unimelb.edu.au
