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ICML
2009
IEEE
15 years 2 months ago
Multiple indefinite kernel learning with mixed norm regularization
We address the problem of learning classifiers using several kernel functions. On the contrary to many contributions in the field of learning from different sources of information...
Matthieu Kowalski, Marie Szafranski, Liva Ralaivol...
ICTIR
2009
Springer
15 years 2 months ago
Training Data Cleaning for Text Classification
Abstract. In text classification (TC) and other tasks involving supervised learning, labelled data may be scarce or expensive to obtain; strategies are thus needed for maximizing t...
Andrea Esuli, Fabrizio Sebastiani
JUCS
2011
110views more  JUCS 2011»
14 years 11 months ago
A New Approach to Water Flow Algorithm for Text Line Segmentation
: This paper proposes a new approach to water flow algorithm for the text line segmentation. Original method assumes hypothetical water flows under a few specified angles to the do...
Darko Brodic, Zoran Milivojevic
TCS
2011
14 years 11 months ago
Algebraic aspects of some Riordan arrays related to binary words avoiding a pattern
We consider some Riordan arrays related to binary words avoiding a pattern p, which can be easily studied by means of an A-matrix rather than their A-sequence. Both concepts allow...
Donatella Merlini, Renzo Sprugnoli
TWC
2011
231views more  TWC 2011»
14 years 11 months ago
An Accurate Closed-Form Approximation of the Distributed MIMO Outage Probability
— The mutual information (MI) of multiple-input multiple-output (MIMO) system over Rayleigh fading channel is known to asymptotically follow a normal probability distribution. In...
Fabien Heliot, Reza Hoshyar, Rahim Tafazolli