James Bailey

Cited by

	All	Since 2015
Citations	7839	5158
h-index	40	31
i10-index	142	97

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Co-authors

Vinh NguyenDeep Learning @NVIDIAVerified email at nvidia.com
Christopher LeckieProfessor, Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Jeffrey ChanSchool of Science (Computer Science and Software Engineering), RMIT UniversityVerified email at rmit.edu.au
Xingjun MaLecturer@Deakin University, Honorary@University of MelbourneVerified email at unimelb.edu.au
Guozhu DongProfessor, Computer Science, Wright State UniversityVerified email at wright.edu
Sudanthi WijewickremaSenior Research Fellow, University of MelbourneVerified email at unimelb.edu.au
Sarah M. ErfaniSenior Lecturer, Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
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
Yisen WangAssistant Professor, School of EECS, Peking UniversityVerified email at pku.edu.cn
Peter StuckeyFaculty of Information Technology, Monash UniversityVerified email at monash.edu
Jian PeiProfessor of Computing Science, Simon Fraser UniversityVerified email at cs.sfu.ca
Simone RomanoX-Scientist at Huawei, X-Applied Scientist at Microsoft, X-Researcher at NII Tokyo, PhD fromVerified email at simoneromano.com
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	1710	2010
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	233	2018
Discovery of minimal unsatisfiable subsets of constraints using hitting set dualization J Bailey, P Stuckey Practical Aspects of Declarative Languages, 174-186, 2005	204	2005
Mining minimal distinguishing subsequence patterns with gap constraints X Ji, J Bailey, G Dong Knowledge and Information Systems 11 (3), 259-286, 2007	196	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	191	2002
An event-condition-action language for XML J Bailey, G Papamarkos, A Poulovassilis, PT Wood Web Dynamics, 223-248, 2004	190	2004
Web and semantic web query languages: A survey J Bailey, F Bry, T Furche, S Schaffert Reasoning Web, 95-95, 2005	148	2005
Computer-aided Diagnosis of Melanoma Using Border and Wavelet-based Texture Analysis R Garnavi, M Aldeen, J Bailey IEEE, 2012	146	2012
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	144	2006
Identifying at-risk students in massive open online courses J He, J Bailey, BIP Rubinstein, R Zhang Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015	142	2015
Contrast Data Mining: Concepts, Algorithms, and Applications G Dong, J Bailey, J Li Chapman & Hall, 2012	131	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	131	2010
Fast algorithms for mining emerging patterns J Bailey, T Manoukian, K Ramamohanarao Principles of Data Mining and Knowledge Discovery, 187-208, 2002	122	2002
Dimensionality-driven learning with noisy labels X Ma, Y Wang, ME Houle, S Zhou, SM Erfani, ST Xia, S Wijewickrema, ... arXiv preprint arXiv:1806.02612, 2018	119	2018
Document clustering of scientific texts using citation contexts B Aljaber, N Stokes, J Bailey, J Pei Information Retrieval 13 (2), 101-131, 2010	106	2010
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	103	2003
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	99	2018
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	90	2014
Active databases and agent systems—A comparison J Bailey, M Georgeff, D Kemp, D Kinny, K Ramamohanarao Rules in Database Systems, 342-356, 1995	85	1995
Fast mining of high dimensional expressive contrast patterns using zero-suppressed binary decision diagrams E Loekito, J Bailey Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	82	2006

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