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186
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CORR
2011
Springer
14 years 10 months ago
2011
Springer
In this paper we study the online learning problem involving rested and restless multiarmed bandits with multiple plays. The system consists of a single player/user and a set of K...
162
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CORR
2011
Springer
14 years 10 months ago
2011
Springer
—The article describes a course on system design (structural approach) which involves the following: issues of systems engineering; structural models; basic technological problem...
146
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CORR
2011
Springer
14 years 10 months ago
2011
Springer
The paper proposes an approach to modeling users of large Web sites based on combining different data sources: access logs and content of the accessed pages are combined with sema...
172
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CORR
2011
Springer
14 years 10 months ago
2011
Springer
Query expansion is a functionality of search engines that suggests a set of related queries for a user-issued keyword query. Typical corpus-driven keyword query expansion approach...
149
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CORR
2011
Springer
14 years 10 months ago
2011
Springer
The MapReduce distributed programming framework has become popular, despite evidence that current implementations are inefficient, requiring far more hardware than a traditional r...