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ICML
2006
IEEE
14 years 9 months ago
Kernelizing the output of tree-based methods
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...
Florence d'Alché-Buc, Louis Wehenkel, Pierr...
ICML
2005
IEEE
14 years 9 months ago
Robust one-class clustering using hybrid global and local search
Unsupervised learning methods often involve summarizing the data using a small number of parameters. In certain domains, only a small subset of the available data is relevant for ...
Gunjan Gupta, Joydeep Ghosh
ICML
2004
IEEE
14 years 9 months ago
A maximum entropy approach to species distribution modeling
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...
Miroslav Dudík, Robert E. Schapire, Steven ...
VLSID
2002
IEEE
127views VLSI» more  VLSID 2002»
14 years 8 months ago
Design of Asynchronous Controllers with Delay Insensitive Interface
Deep submicron technology calls for new design techniques, in which wire and gate delays are accounted to have equal or nearly equal effect on circuit behavior. Asynchronous speed...
Hiroshi Saito, Alex Kondratyev, Takashi Nanya
RECOMB
2005
Springer
14 years 8 months ago
The Incompatible Desiderata of Gene Cluster Properties
Abstract. There is widespread interest in comparative genomics in determining if historically and/or functionally related genes are spatially clustered in the genome, and whether t...
Rose Hoberman, Dannie Durand