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NIPS
1998
15 years 8 months ago
Shrinking the Tube: A New Support Vector Regression Algorithm
A new algorithm for Support Vector regression is described. For a priori chosen , it automatically adjusts a flexible tube of minimal radius to the data such that at most a fracti...
Bernhard Schölkopf, Peter L. Bartlett, Alex J...
FUIN
2008
80views more  FUIN 2008»
15 years 6 months ago
An Algorithmic Solution of a Birkhoff Type Problem
We give an algorithmic solution in a simple combinatorial data of Birkhoff s type problem studied in [14], for the category repft(I, K[t]/(tm)) of filtered I-chains of modules over...
Daniel Simson, Mariusz Wojewódzki
JMLR
2010
170views more  JMLR 2010»
15 years 5 months ago
A Streaming Parallel Decision Tree Algorithm
A new algorithm for building decision tree classifiers is proposed. The algorithm is executed in a distributed environment and is especially designed for classifying large datase...
Yael Ben-Haim, Elad Tom-Tov
IEAAIE
2010
Springer
15 years 4 months ago
Using Remote Data Mining on LIDAR and Imagery Fusion Data to Develop Land Cover Maps
Remote sensing based on imagery has traditionally been the main tool used to extract land uses and land cover (LULC) maps. However, more powerful tools are needed in order to fulfi...
Jorge García-Gutiérrez, Francisco Ma...
KES
2004
Springer
15 years 12 months ago
Multi-modal Data Fusion: A Description
Clustering groups records that are similar to each other into the same group, and those that are less similar into different groups. Clustering data of mixed types is difficult du...
Sarah Coppock, Lawrence J. Mazlack