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PRL
2008
133views more  PRL 2008»
13 years 10 months ago
Better multiclass classification via a margin-optimized single binary problem
We develop a new multiclass classification method that reduces the multiclass problem to a single binary classifier (SBC). Our method constructs the binary problem by embedding sm...
Ran El-Yaniv, Dmitry Pechyony, Elad Yom-Tov
PPL
2006
81views more  PPL 2006»
13 years 10 months ago
Microthreading a Model for Distributed Instruction-level Concurrency
This paper analyses the micro-threaded model of concurrency making comparisons with both data and instruction-level concurrency. The model is fine grain and provides synchronisati...
Chris R. Jesshope
TIT
2008
86views more  TIT 2008»
13 years 10 months ago
On the Minimum Entropy of a Mixture of Unimodal and Symmetric Distributions
Progressive encoding of a signal generally involves an estimation step, designed to reduce the entropy of the residual of an observation over the entropy of the observation itself....
Ting-Li Chen, Stuart Geman
JCSS
2007
116views more  JCSS 2007»
13 years 10 months ago
The most probable annotation problem in HMMs and its application to bioinformatics
Hidden Markov models (HMMs) are often used for biological sequence annotation. Each sequence feature is represented by a collection of states with the same label. In annotating a ...
Brona Brejová, Daniel G. Brown 0001, Tom&aa...
VIROLOGY
2008
95views more  VIROLOGY 2008»
13 years 10 months ago
On JavaScript Malware and related threats
The term JavaScript Malware describes attacks that abuse the web browser's capabilities to execute malicious script-code within the victim's local execution context. Unli...
Martin Johns