Michael E. Houle
Michael E. Houle
Principal Fellow, School of Computing and Information Systems, University of Melbourne
Verified email at unimelb.edu.au
Title
Cited by
Cited by
Year
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
4562016
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
3882018
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
2802010
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
2602008
Computing the width of a set
ME Houle, GT Toussaint
IEEE Transactions on Pattern Analysis and Machine Intelligence 10 (5), 761-765, 1988
2401988
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
2262018
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
1382005
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
1042015
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
862010
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
752014
Dimensionality, discriminability, density and distance distributions
ME Houle
2013 IEEE 13th International Conference on Data Mining Workshops, 468-473, 2013
682013
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
672002
Information processing using a hierarchy structure of randomized samples
M Aono, ME Houle, M Kobayashi
US Patent 7,216,129, 2007
642007
Finding the best viewpoints for three-dimensional graph drawings
P Eades, ME Houle, R Webber
International Symposium on Graph Drawing, 87-98, 1997
631997
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
622003
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
612014
Local intrinsic dimensionality I: an extreme-value-theoretic foundation for similarity applications
ME Houle
International Conference on Similarity Search and Applications, 64-79, 2017
602017
Generalized expansion dimension
ME Houle, H Kashima, M Nett
2012 IEEE 12th International Conference on Data Mining Workshops, 587-594, 2012
602012
The Relevant‐Set Correlation Model for Data Clustering
ME Houle
Statistical Analysis and Data Mining: The ASA Data Science Journal 1 (3 …, 2008
602008
Robust distance-based clustering with applications to spatial data mining
V Estivill-Castro, ME Houle
Algorithmica 30 (2), 216-242, 2001
602001
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Articles 1–20