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SDM
2007
SIAM
162views Data Mining» more  SDM 2007»
15 years 8 months ago
Probabilistic Joint Feature Selection for Multi-task Learning
We study the joint feature selection problem when learning multiple related classification or regression tasks. By imposing an automatic relevance determination prior on the hypo...
Tao Xiong, Jinbo Bi, R. Bharat Rao, Vladimir Cherk...
PRIS
2004
15 years 8 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...
SPLC
2004
15 years 8 months ago
A Feature-Based Approach to Product Line Production Planning
Abstract. A production plan, which describes how core assets are used to develop products, has an important role in product line engineering as a communication medium between core ...
Jaejoon Lee, Kyo Chul Kang, Sajoong Kim
SGP
2003
15 years 8 months ago
Edge-Sharpener: Recovering Sharp Features in Triangulations of non-adaptively re-meshed surfaces
3D scanners, iso-surface extraction procedures, and several recent geometric compression schemes sample surfaces of 3D shapes in a regular fashion, without any attempt to align th...
Marco Attene, Bianca Falcidieno, Michela Spagnuolo...
FIW
2000
114views Communications» more  FIW 2000»
15 years 8 months ago
Feature Interaction in Internet Telephony
While Internet telephony aims to provide services at least equal to traditional telephony, the architecture of Internet telephony is sufficiently different to make it necessary to ...
Jonathan Lennox, Henning Schulzrinne