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» Distances between Data Sets Based on Summary Statistics
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90
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ACL
1998
15 years 1 months ago
How Verb Subcategorization Frequencies Are Affected By Corpus Choice
The probabilistic relation between verbs and their arguments plays an important role in modern statistical parsers and supertaggers, and in psychological theories of language proc...
Douglas Roland, Daniel Jurafsky
CICLING
2010
Springer
15 years 3 months ago
Adaptive Term Weighting through Stochastic Optimization
Term weighting strongly influences the performance of text mining and information retrieval approaches. Usually term weights are determined through statistical estimates based on s...
Michael Granitzer
71
Voted
LREC
2008
107views Education» more  LREC 2008»
15 years 1 months ago
Learning-based Detection of Scientific Terms in Patient Information
In this paper, we investigate the use of a machine-learning based approach to the specific problem of scientific term detection in patient information. Lacking lexical databases w...
Véronique Hoste, Els Lefever, Klaar Vanopst...
105
Voted
MICAI
2005
Springer
15 years 5 months ago
Proximity Searching in High Dimensional Spaces with a Proximity Preserving Order
Abstract. Kernel based methods (such as k-nearest neighbors classifiers) for AI tasks translate the classification problem into a proximity search problem, in a space that is usu...
Edgar Chávez, Karina Figueroa, Gonzalo Nava...
77
Voted
PR
2007
100views more  PR 2007»
14 years 11 months ago
Linear manifold clustering in high dimensional spaces by stochastic search
Classical clustering algorithms are based on the concept that a cluster center is a single point. Clusters which are not compact around a single point are not candidates for class...
Robert M. Haralick, Rave Harpaz