Segui
Michael E. Houle
Michael E. Houle
Principal Fellow, School of Computing and Information Systems, University of Melbourne
Email verificata su unimelb.edu.au
Titolo
Citata da
Citata da
Anno
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
7662016
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
7552018
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
4142018
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
3482010
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
3022008
Computing the width of a set
ME Houle, GT Toussaint
Proceedings of the first annual symposium on Computational geometry, 1-7, 1985
2491985
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
1562015
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
1372005
Local intrinsic dimensionality I: an extreme-value-theoretic foundation for similarity applications
ME Houle
Similarity Search and Applications: 10th International Conference, SISAP …, 2017
1052017
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
962014
Dimensionality, discriminability, density and distance distributions
ME Houle
2013 IEEE 13th International Conference on Data Mining Workshops, 468-473, 2013
962013
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
962010
Generalized expansion dimension
ME Houle, H Kashima, M Nett
2012 IEEE 12th International Conference on Data Mining Workshops, 587-594, 2012
752012
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
752002
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
722017
Information processing using a hierarchy structure of randomized samples
M Aono, ME Houle, M Kobayashi
US Patent 7,216,129, 2007
692007
Robust distance-based clustering with applications to spatial data mining
V Estivill-Castro, ME Houle
Algorithmica 30, 216-242, 2001
672001
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
662014
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
662003
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
661997
Il sistema al momento non puň eseguire l'operazione. Riprova piů tardi.
Articoli 1–20