James Bailey

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Citations	9047	5735
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Vinh NguyenDeep Learning @NVIDIAVerified email at nvidia.com
Christopher LeckieProfessor, Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Xingjun MaLecturer@Deakin University, Honorary Fellow@University of MelbourneVerified email at unimelb.edu.au
Jeffrey ChanSchool of Computing Technologies, RMIT UniversityVerified email at rmit.edu.au
Sarah M. ErfaniSenior Lecturer, Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Sudanthi WijewickremaSenior Research Fellow, University of MelbourneVerified email at unimelb.edu.au
Yisen WangAssistant Professor, Peking UniversityVerified email at pku.edu.cn
Guozhu DongProfessor, Computer Science, Wright State UniversityVerified email at wright.edu
Gregor KennedyThe University of MelbourneVerified email at unimelb.edu.au
Lars KulikProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Peter StuckeyFaculty of Information Technology, Monash UniversityVerified email at monash.edu
Simone RomanoX-Scientist at Huawei, X-Applied Scientist at Microsoft, X-Researcher at NII Tokyo, PhD fromVerified email at simoneromano.com
Jian PeiProfessor of Computing Science, Simon Fraser UniversityVerified email at cs.sfu.ca
Michael E. HouleNational Institute of Informatics, JapanVerified email at nii.ac.jp
Wei LiuUniversity of Technology SydneyVerified email at uts.edu.au
Alexandra PoulovassilisProfessor of Computer Science, Birkbeck, University of LondonVerified email at dcs.bbk.ac.uk
Shuo ZhouResearch Fellow at the University of MelbourneVerified email at unimelb.edu.au
Izhak HavivCSO, AID Genomics LTDVerified email at aidgenomics.com
Julien EppsProfessor, The University of New South WalesVerified email at unsw.edu.au
Ioanna IoannouSoftware Engineer, SquareVerified email at squareup.com

James Bailey

Professor, School of Computing and Information Systems, University of Melbourne

Verified email at unimelb.edu.au - Homepage

machine learning artificial intelligence data mining


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Information theoretic measures for clusterings comparison: Variants, properties, normalization and correction for chance NX Vinh, J Epps, J Bailey The Journal of Machine Learning Research 11, 2837-2854, 2010	1405	2010
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	684	2009
Characterizing adversarial subspaces using local intrinsic dimensionality X Ma, B Li, Y Wang, SM Erfani, S Wijewickrema, G Schoenebeck, D Song, ... arXiv preprint arXiv:1801.02613, 2018	288	2018
Discovery of minimal unsatisfiable subsets of constraints using hitting set dualization J Bailey, P Stuckey Practical Aspects of Declarative Languages, 174-186, 2005	213	2005
Mining minimal distinguishing subsequence patterns with gap constraints X Ji, J Bailey, G Dong Knowledge and Information Systems 11 (3), 259-286, 2007	206	2007
An event-condition-action language for XML J Bailey, A Poulovassilis, PT Wood Proceedings of the 11th international conference on World Wide Web, 486-495, 2002	202	2002
An event-condition-action language for XML J Bailey, G Papamarkos, A Poulovassilis, PT Wood Web Dynamics, 223-248, 2004	201	2004
Computer-aided Diagnosis of Melanoma Using Border and Wavelet-based Texture Analysis R Garnavi, M Aldeen, J Bailey IEEE, 2012	163	2012
Dimensionality-driven learning with noisy labels X Ma, Y Wang, ME Houle, S Zhou, S Erfani, S Xia, S Wijewickrema, ... International Conference on Machine Learning, 3355-3364, 2018	157	2018
Identifying at-risk students in massive open online courses J He, J Bailey, B Rubinstein, R Zhang Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015	154	2015
Web and semantic web query languages: A survey J Bailey, F Bry, T Furche, S Schaffert Reasoning Web, 95-95, 2005	154	2005
Coala: A novel approach for the extraction of an alternate clustering of high quality and high dissimilarity E Bae, J Bailey Sixth International Conference on Data Mining (ICDM'06), 53-62, 2006	151	2006
Contrast Data Mining: Concepts, Algorithms, and Applications G Dong, J Bailey, J Li Chapman & Hall, 2012	140	2012
is-rSNP: a novel technique for in silico regulatory SNP detection G Macintyre, J Bailey, I Haviv, A Kowalczyk Bioinformatics 26 (18), i524-i530, 2010	135	2010
Iterative learning with open-set noisy labels Y Wang, W Liu, X Ma, J Bailey, H Zha, L Song, ST Xia Proceedings of the IEEE conference on computer vision and pattern …, 2018	133	2018
Fast algorithms for mining emerging patterns J Bailey, T Manoukian, K Ramamohanarao Principles of Data Mining and Knowledge Discovery, 187-208, 2002	128	2002
Document clustering of scientific texts using citation contexts B Aljaber, N Stokes, J Bailey, J Pei Information Retrieval 13 (2), 101-131, 2010	110	2010
Symmetric cross entropy for robust learning with noisy labels Y Wang, X Ma, Z Chen, Y Luo, J Yi, J Bailey Proceedings of the IEEE/CVF International Conference on Computer Vision, 322-330, 2019	101	2019
A fast algorithm for computing hypergraph transversals and its application in mining emerging patterns J Bailey, T Manoukian, K Ramamohanarao Third IEEE International Conference on Data Mining, 485-488, 2003	101	2003
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	97	2014

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