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» Temporal Data Classification Using Linear Classifiers
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134
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VIROLOGY
2008
84views more  VIROLOGY 2008»
15 years 3 months ago
Formal affordance-based models of computer virus reproduction
We present a novel classification of computer viruses using a formalised notion of reproductive models based on Gibson's theory of affordances. A computer virus reproduction ...
Matt Webster, Grant Malcolm
142
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DATAMINE
2002
169views more  DATAMINE 2002»
15 years 3 months ago
Advances in Instance Selection for Instance-Based Learning Algorithms
The basic nearest neighbour classifier suffers from the indiscriminate storage of all presented training instances. With a large database of instances classification response time ...
Henry Brighton, Chris Mellish
180
Voted
COLING
2008
15 years 5 months ago
Instance-Based Ontology Population Exploiting Named-Entity Substitution
We present an approach to ontology population based on a lexical substitution technique. It consists in estimating the plausibility of sentences where the named entity to be class...
Claudio Giuliano, Alfio Massimiliano Gliozzo
148
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SIGIR
2008
ACM
15 years 3 months ago
Learning query intent from regularized click graphs
This work presents the use of click graphs in improving query intent classifiers, which are critical if vertical search and general-purpose search services are to be offered in a ...
Xiao Li, Ye-Yi Wang, Alex Acero
128
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BMCBI
2006
165views more  BMCBI 2006»
15 years 3 months ago
A stable gene selection in microarray data analysis
Background: Microarray data analysis is notorious for involving a huge number of genes compared to a relatively small number of samples. Gene selection is to detect the most signi...
Kun Yang, Zhipeng Cai, Jianzhong Li, Guohui Lin