팔로우
Michael E. Houle
Michael E. Houle
Principal Fellow, School of Computing and Information Systems, University of Melbourne
unimelb.edu.au의 이메일 확인됨
제목
인용
인용
연도
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
5972016
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
5432018
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
3152018
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
3142010
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
2942008
Computing the width of a set
ME Houle, GT Toussaint
Proceedings of the first annual symposium on Computational geometry, 1-7, 1985
2391985
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
1292015
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
892010
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
822014
Local intrinsic dimensionality I: an extreme-value-theoretic foundation for similarity applications
ME Houle
International Conference on Similarity Search and Applications, 64-79, 2017
802017
Dimensionality, discriminability, density and distance distributions
ME Houle
2013 IEEE 13th International Conference on Data Mining Workshops, 468-473, 2013
772013
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
732002
Information processing using a hierarchy structure of randomized samples
M Aono, ME Houle, M Kobayashi
US Patent 7,216,129, 2007
682007
Generalized expansion dimension
ME Houle, H Kashima, M Nett
2012 IEEE 12th International Conference on Data Mining Workshops, 587-594, 2012
672012
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
652014
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
652003
Finding the best viewpoints for three-dimensional graph drawings
P Eades, ME Houle, R Webber
International Symposium on Graph Drawing, 87-98, 1997
651997
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
602017
Robust distance-based clustering with applications to spatial data mining
V Estivill-Castro, ME Houle
Algorithmica 30 (2), 216-242, 2001
602001
현재 시스템이 작동되지 않습니다. 나중에 다시 시도해 주세요.
학술자료 1–20