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COLING
2002
15 years 5 months ago
Taxonomy Learning - Factoring the Structure of a Taxonomy into a Semantic Classification Decision
The paper examines different possibilities to take advantage of the taxonomic organization of a thesaurus to improve the accuracy of classifying new words into its classes. The re...
Viktor Pekar, Steffen Staab
PVLDB
2010
87views more  PVLDB 2010»
15 years 4 months ago
Techniques for Similarity Searching in Multimedia Databases
Techniques for similarity searching in multimedia databases are reviewed. This includes a discussion of the curse of dimensionality, as well as multidimensional indexing, distance...
Hanan Samet
IROS
2007
IEEE
97views Robotics» more  IROS 2007»
16 years 11 days ago
Meld: A declarative approach to programming ensembles
Abstract— This paper presents Meld, a programming language for modular robots, i.e., for independently executing robots where inter-robot communication is limited to immediate ne...
Michael P. Ashley-Rollman, Seth Copen Goldstein, P...
MCS
2004
Springer
15 years 11 months ago
A Probabilistic Model Using Information Theoretic Measures for Cluster Ensembles
Abstract. This paper presents a probabilistic model for combining cluster ensembles utilizing information theoretic measures. Starting from a co-association matrix which summarizes...
Hanan Ayad, Otman A. Basir, Mohamed Kamel
143
Voted
ICDM
2009
IEEE
137views Data Mining» more  ICDM 2009»
16 years 22 days ago
Regression Learning Vector Quantization
— Learning Vector Quantization (LVQ) is a popular class of nearest prototype classifiers for multiclass classification. Learning algorithms from this family are widely used becau...
Mihajlo Grbovic, Slobodan Vucetic