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» Abduction in Classification Tasks
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ICMLC
2010
Springer
14 years 7 months ago
A comparative study on two large-scale hierarchical text classification tasks' solutions
: Patent classification is a large scale hierarchical text classification (LSHTC) task. Though comprehensive comparisons, either learning algorithms or feature selection strategies...
Jian Zhang, Hai Zhao, Bao-Liang Lu
WWW
2004
ACM
15 years 10 months ago
Using urls and table layout for web classification tasks
We propose new features and algorithms for automating Web-page classification tasks such as content recommendation and ad blocking. We show that the automated classification of We...
L. K. Shih, David R. Karger
75
Voted
PRIS
2004
14 years 11 months ago
Effect of Feature Smoothing Methods in Text Classification Tasks
Abstract. The number of features to be considered in a text classification system is given by the size of the vocabulary and this is normally in the range of the tens or hundreds o...
David Vilar, Hermann Ney, Alfons Juan, Enrique Vid...
CICLING
2009
Springer
15 years 10 months ago
Semantic Clustering for a Functional Text Classification Task
Abstract. We describe a semantic clustering method designed to address shortcomings in the common bag-of-words document representation for functional semantic classification tasks....
Thomas Lippincott, Rebecca J. Passonneau
43
Voted
ICMCS
2005
IEEE
68views Multimedia» more  ICMCS 2005»
15 years 3 months ago
Playing speech backwards for classification tasks
START SPEEDUP FACTOR [C] FASTER BACKWARDS REPLAY VIA TIME COMPRESSION JUMP WIDTH s j SEGMENT LENGTH s l FASTER BACKWARDS REPLAY VIA SEGMENT DROPPING MODIFIED BACKWARDS REPLAY [B] ...
Wolfgang Hürst, Tobias Lauer, Cedric Bür...