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» Relative Entropy and Statistics
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100
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ILP
2007
Springer
15 years 6 months ago
Bias/Variance Analysis for Relational Domains
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
Jennifer Neville, David Jensen
89
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MIE
2008
123views Healthcare» more  MIE 2008»
15 years 2 months ago
Searching Related Resources in a Quality Controlled Health Gateway: a Feasibility Study
Objective: The neighbors of a document are those documents in a corpus that are most similar to it. The objective of this paper is to develop and evaluate the related resources alg...
Tayeb Merabti, Suzanne Pereira, Catherine Letord, ...
73
Voted
KDD
2005
ACM
73views Data Mining» more  KDD 2005»
16 years 1 months ago
Using relational knowledge discovery to prevent securities fraud
We describe an application of relational knowledge discovery to a key regulatory mission of the National Association of Securities Dealers (NASD). NASD is the world's largest...
Özgür Simsek, David Jensen, Henry G. Gol...
116
Voted
ECOOP
2007
Springer
15 years 6 months ago
Object-Relative Addressing: Compressed Pointers in 64-Bit Java Virtual Machines
64-bit address spaces come at the price of pointers requiring twice as much memory as 32-bit address spaces, resulting in increased memory usage. Increased memory usage is especia...
Kris Venstermans, Lieven Eeckhout, Koen De Bossche...
119
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CIKM
2008
Springer
15 years 2 months ago
Kernel methods, syntax and semantics for relational text categorization
Previous work on Natural Language Processing for Information Retrieval has shown the inadequateness of semantic and syntactic structures for both document retrieval and categoriza...
Alessandro Moschitti