Michael E. Houle 个人学术档案

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	总计	2019 年至今
引用	6051	3435
h 指数	35	21
i10 指数	84	37

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James BaileyProfessor, School of Computing and Information Systems, University of Melbourne在 unimelb.edu.au 的电子邮件经过验证
Arthur ZimekUniversity of Southern Denmark在 imada.sdu.dk 的电子邮件经过验证
Sarah M. ErfaniAssociate Professor and DECRA Fellow, Computing and Information Systems, University of Melbourne在 unimelb.edu.au 的电子邮件经过验证
Erich SchubertProfessor of Data Mining, TU Dortmund University在 cs.tu-dortmund.de 的电子邮件经过验证
Xingjun MaSchool of Computer Science, Fudan University在 unimelb.edu.au 的电子邮件经过验证
Vincent OriaNew Jersey Institute of Technology在 njit.edu 的电子邮件经过验证
Ricardo J. G. B. CampelloFull Professor, Dept. of Mathematics and Computer Science, University of Southern Denmark在 imada.sdu.dk 的电子邮件经过验证
Miloš RadovanovićProfessor of Computer Science, Faculty of Sciences, University of Novi Sad, Serbia在 dmi.uns.ac.rs 的电子邮件经过验证
Oussama ChellyMicrosoft AI & IoT Insider Lab Europe在 microsoft.com 的电子邮件经过验证
Ken-ichi KawarabayashiNational Institute of Informatics, The University of Tokyo在 nii.ac.jp 的电子邮件经过验证
Yisen WangAssistant Professor, Peking University在 pku.edu.cn 的电子邮件经过验证
Sudanthi WijewickremaSenior Research Fellow, University of Melbourne在 unimelb.edu.au 的电子邮件经过验证
Xiguo MaSoftware Engineer, Google在 njit.edu 的电子邮件经过验证
Barbora MicenkováAarhus University在 cs.au.dk 的电子邮件经过验证
Jörg SanderProfessor, Computing Science, University of Alberta在 ualberta.ca 的电子邮件经过验证
Ira AssentProfessor of Computer Science, Aarhus University, Denmark; IAS-8, Forschungszentrum Jülich在 cs.au.dk 的电子邮件经过验证
Guilherme Oliveira CamposPhD student at UFMG在 dcc.ufmg.br 的电子邮件经过验证
Peer KrögerChristian-Albrechts-University Kiel在 informatik.uni-kiel.de 的电子邮件经过验证
Teddy FuronINRIA Rennes - IRISA在 inria.fr 的电子邮件经过验证
Vladimir Estivill-CastroProfessor of Computer Science在 upf.edu 的电子邮件经过验证

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Michael E. Houle

New Jersey Institute of Technology

在 njit.edu 的电子邮件经过验证

Machine Learning Data Mining Similarity Search Algorithmics Extreme Value Theory


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study GO Campos, A Zimek, J Sander, RJGB Campello, B Micenková, ... Data mining and knowledge discovery 30, 891-927, 2016	803	2016
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	796	2018
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	445	2018
Can shared-neighbor distances defeat the curse of dimensionality? ME Houle, HP Kriegel, P Kröger, E Schubert, A Zimek Scientific and Statistical Database Management: 22nd International …, 2010	354	2010
Computer system, method, and program product for generating a data structure for information retrieval, and an associated graphical user interface ME Houle US Patent 7,428,541, 2008	302	2008
Computing the width of a set ME Houle, GT Toussaint Proceedings of the first annual symposium on Computational geometry, 1-7, 1985	254	1985
Estimating local intrinsic dimensionality L Amsaleg, O Chelly, T Furon, S Girard, ME Houle, K Kawarabayashi, ... Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015	158	2015
Fast approximate similarity search in extremely high-dimensional data sets ME Houle, J Sakuma 21st International Conference on Data Engineering (ICDE'05), 619-630, 2005	136	2005
Local intrinsic dimensionality I: an extreme-value-theoretic foundation for similarity applications ME Houle Similarity Search and Applications: 10th International Conference, SISAP …, 2017	105	2017
Expansion of the APC superfamily of secondary carriers A Vastermark, S Wollwage, ME Houle, R Rio, MH Saier Jr Proteins: Structure, Function, and Bioinformatics 82 (10), 2797-2811, 2014	99	2014
Dimensionality, discriminability, density and distance distributions ME Houle 2013 IEEE 13th International Conference on Data Mining Workshops, 468-473, 2013	98	2013
Finding local anomalies in very high dimensional space T De Vries, S Chawla, ME Houle 2010 IEEE International Conference on Data Mining, 128-137, 2010	95	2010
Generalized expansion dimension ME Houle, H Kashima, M Nett 2012 IEEE 12th International Conference on Data Mining Workshops, 587-594, 2012	76	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	74	2017
Rank-based similarity search: Reducing the dimensional dependence ME Houle, M Nett IEEE transactions on pattern analysis and machine intelligence 37 (1), 136-150, 2014	69	2014
Information processing using a hierarchy structure of randomized samples M Aono, ME Houle, M Kobayashi US Patent 7,216,129, 2007	69	2007
A visibility representation for graphs in three dimensions P Bose, H Everett, SP Fekete, ME Houle, A Lubiw, H Meijer, K Romanik, ... Graph Algorithms And Applications I, 103-118, 2002	67	2002
Robust distance-based clustering with applications to spatial data mining V Estivill-Castro, ME Houle Algorithmica 30, 216-242, 2001	67	2001
Finding the best viewpoints for three-dimensional graph drawings P Eades, ME Houle, R Webber Graph Drawing: 5th International Symposium, GD'97 Rome, Italy, September 18 …, 1997	67	1997
Extracting spatial knowledge from the web Y Morimoto, M Aono, ME Houle, KS McCurley 2003 Symposium on Applications and the Internet, 2003. Proceedings., 326-333, 2003	64	2003

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