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DATAMINE
2010
122views more  DATAMINE 2010»
15 years 4 months ago
Three naive Bayes approaches for discrimination-free classification
In this paper, we investigate how to modify the Naive Bayes classifier in order to perform classification that is restricted to be independent with respect to a given sensitive att...
Toon Calders, Sicco Verwer
JMLR
2002
102views more  JMLR 2002»
15 years 4 months ago
Optimal Structure Identification With Greedy Search
In this paper we prove the so-called "Meek Conjecture". In particular, we show that if a DAG H is an independence map of another DAG G, then there exists a finite sequen...
David Maxwell Chickering
ICDM
2008
IEEE
150views Data Mining» more  ICDM 2008»
15 years 11 months ago
Pseudolikelihood EM for Within-network Relational Learning
In this work, we study the problem of within-network relational learning and inference, where models are learned on a partially labeled relational dataset and then are applied to ...
Rongjing Xiang, Jennifer Neville
ICSE
2005
IEEE-ACM
16 years 4 months ago
CodeCrawler: an information visualization tool for program comprehension
CODECRAWLER (in the remainder of the text CC) is a language independent, interactive, information visualization tool. It is mainly targeted at visualizing object-oriented software...
Harald Gall, Martin Pinzger, Michele Lanza, St&eac...
CCR
1998
75views more  CCR 1998»
15 years 4 months ago
A comparative analysis of groupware application protocols
Two of the most difficult problems faced by developers of synchronous groupware applications are the handling of multiple session connections and the maintenance of replicated dat...
Mark Pendergast