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ICML
2006
IEEE
14 years 11 months ago
2006
IEEE
We extend tree-based methods to the prediction of structured outputs using a kernelization of the algorithm that allows one to grow trees as soon as a kernel can be defined on the...
ICML
2004
IEEE
14 years 11 months ago
2004
IEEE
We study the problem of modeling species geographic distributions, a critical problem in conservation biology. We propose the use of maximum-entropy techniques for this problem, s...
ICML
2004
IEEE
14 years 11 months ago
2004
IEEE
Predictive state representations (PSRs) have recently been proposed as an alternative to partially observable Markov decision processes (POMDPs) for representing the state of a dy...
ALT
2005
Springer
14 years 7 months ago
2005
Springer
Efficient learnability using the state merging algorithm is known for a subclass of probabilistic automata termed µ-distinguishable. In this paper, we prove that state merging alg...
WETICE
2000
IEEE
14 years 2 months ago
2000
IEEE
This poster paper presents a work in progress in the new emerging area of electronic services (e-services). The networked home with refrigerators and washing machines connected to...