James Bailey - Google Scholar Citations

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	All	Since 2015
Citations	7206	4547
h-index	37	28
i10-index	133	89

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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
Jeffrey ChanSchool of Science (Computer Science and Software Engineering), RMIT UniversityVerified email at rmit.edu.au
Guozhu DongProfessor, Computer Science, Wright State UniversityVerified email at wright.edu
Xingjun MaLecturer@Deakin University, Honorary Fellow@University of MelbourneVerified email at unimelb.edu.au
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
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
Yisen WangGraduate from Tsinghua UniversityVerified email at mails.tsinghua.edu.cn
Peter StuckeyFaculty of Information Technology, Monash UniversityVerified email at monash.edu
Wei LiuUniversity of Technology SydneyVerified email at uts.edu.au
Michael E. HouleNational Institute of Informatics, JapanVerified email at nii.ac.jp
Izhak HavivCSO, AID Genomics LTDVerified email at aidgenomics.com
Shuo ZhouResearch Fellow at the University of MelbourneVerified email at unimelb.edu.au
Ioanna IoannouSoftware Engineer, SquareVerified email at squareup.com
Julien EppsProfessor, The University of New South WalesVerified email at unsw.edu.au
François BryProfessor of Computer Science, Ludwig-Maximilian University of MunichVerified email at lmu.de

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	1562	2010
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	1562	2010
Discovery of minimal unsatisfiable subsets of constraints using hitting set dualization J Bailey, P Stuckey Practical Aspects of Declarative Languages, 174-186, 2005	197	2005
Mining minimal distinguishing subsequence patterns with gap constraints X Ji, J Bailey, G Dong Knowledge and Information Systems 11 (3), 259-286, 2007	191	2007
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	189	2018
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	188	2002
An event-condition-action language for XML J Bailey, G Papamarkos, A Poulovassilis, PT Wood Web Dynamics, 223-248, 2004	187	2004
Web and semantic web query languages: A survey J Bailey, F Bry, T Furche, S Schaffert Reasoning Web, 95-95, 2005	143	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	142	2006
Computer-aided Diagnosis of Melanoma Using Border and Wavelet-based Texture Analysis R Garnavi, M Aldeen, J Bailey IEEE, 2012	135	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	129	2010
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	127	2015
Contrast Data Mining: Concepts, Algorithms, and Applications G Dong, J Bailey, J Li Chapman & Hall, 2012	123	2012
Fast algorithms for mining emerging patterns J Bailey, T Manoukian, K Ramamohanarao Principles of Data Mining and Knowledge Discovery, 187-208, 2002	119	2002
Document clustering of scientific texts using citation contexts B Aljaber, N Stokes, J Bailey, J Pei Information Retrieval 13 (2), 101-131, 2010	104	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	102	2003
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	92	2018
Active databases and agent systems—A comparison J Bailey, M Georgeff, D Kemp, D Kinny, K Ramamohanarao Rules in Database Systems, 342-356, 1995	84	1995
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	83	2014
Generation of alternative clusterings using the CAMI approach XH Dang, J Bailey SIAM International Conference on Data Mining (SDM), 118-129, 2010	81	2010

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