Michael E. Houle - Google Scholar Citations

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Citations	3033	1729
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Arthur ZimekUniversity of Southern DenmarkVerified email at imada.sdu.dk
Vincent OriaNew Jersey Institute of TechnologyVerified email at njit.edu
Erich SchubertProfessor of Data Mining, TU Dortmund UniversityVerified email at cs.tu-dortmund.de
James BaileyProfessor, Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Sarah M. ErfaniComputing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Xiguo MaSoftware Engineer, GoogleVerified email at njit.edu
Vladimir Estivill-CastroProfessor of Computer ScienceVerified email at griffith.edu.au
Sue WhitesidesProfessor of Computer Science, University of Victoria BCVerified email at uvic.ca
Peer KrögerLudwig-Maximilians-Universität MünchenVerified email at dbs.ifi.lmu.de
Oussama ChellyMicrosoft AI & IoT Insider Lab EuropeVerified email at microsoft.com
Xingjun MaResearch Fellow, Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Hans-Peter KriegelProfessor für Informatik, Ludwig-Maximilians-University MunichVerified email at dbs.ifi.lmu.de
Masaki AonoProfessor, Toyohashi University of TechnologyVerified email at tut.jp
Teddy FuronINRIA Rennes - IRISAVerified email at inria.fr
Ira AssentAssociate Professor of Computer Science, Aarhus University, DenmarkVerified email at cs.au.dk
Barbora MicenkováAarhus UniversityVerified email at cs.au.dk
Jörg SanderProfessor, Computing Science, University of AlbertaVerified email at ualberta.ca
Ricardo J. G. B. CampelloFull Professor, School of Mathematical and Physical Sciences, University of NewcastleVerified email at newcastle.edu.au
Ken-ichi KawarabayashiVerified email at nii.ac.jp
Sándor P. FeketeTechnische Universität BraunschweigVerified email at tu-bs.de

Michael E. Houle

National Institute of Informatics, Japan

Verified email at nii.ac.jp

Data Mining Machine Learning Similarity Search Algorithmics Extreme Value Theory


Title	Cited by	Year
Can shared-neighbor distances defeat the curse of dimensionality? ME Houle, HP Kriegel, P Kröger, E Schubert, A Zimek International Conference on Scientific and Statistical Database Management …, 2010	226	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	225	2008
Computing the width of a set ME Houle, GT Toussaint IEEE Transactions on Pattern Analysis and Machine Intelligence 10 (5), 761-765, 1988	222	1988
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 (4), 891-927, 2016	213	2016
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	130	2005
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	125	2018
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	67	2010
Information processing using a hierarchy structure of randomized samples M Aono, ME Houle, M Kobayashi US Patent 7,216,129, 2007	64	2007
Finding the best viewpoints for three-dimensional graph drawings P Eades, ME Houle, R Webber International Symposium on Graph Drawing, 87-98, 1997	60	1997
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	58	2015
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	57	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	54	2018
New results on a visibility representation of graphs in 3D SP Fekete, ME Houle, S Whitesides International Symposium on Graph Drawing, 234-241, 1995	54	1995
The Relevant‐Set Correlation Model for Data Clustering ME Houle Statistical Analysis and Data Mining: The ASA Data Science Journal 1 (3 …, 2008	53	2008
Robust distance-based clustering with applications to spatial data mining V Estivill-Castro, ME Houle Algorithmica 30 (2), 216-242, 2001	50	2001
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	49	2002
Graph drawing in motion II C Friedrich, ME Houle International Symposium on Graph Drawing, 220-231, 2001	49	2001
The Steiner problem in distributed computing systems C Gen-Huey, ME Houle, K Ming-Ter Information Sciences 74 (1-2), 73-96, 1993	47	1993
Density-preserving projections for large-scale local anomaly detection T de Vries, S Chawla, ME Houle Knowledge and information systems 32 (1), 25-52, 2012	44	2012
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	43	2014

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