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» Reasoning about sets using redescription mining
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125
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EUROCAST
2007
Springer
133views Hardware» more  EUROCAST 2007»
15 years 4 months ago
Temporal Equilibrium Logic: A First Approach
In this paper we introduce an extension of Equilibrium Logic (a logical characterisation of the Answer Set Semantics for logic programs) consisting in the inclusion of modal tempor...
Pedro Cabalar, Gilberto Pérez Vega
93
Voted
APN
2005
Springer
15 years 6 months ago
Genetic Process Mining
The topic of process mining has attracted the attention of both researchers and tool vendors in the Business Process Management (BPM) space. The goal of process mining is to discov...
Wil M. P. van der Aalst, Ana Karla A. de Medeiros,...
123
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ICDM
2009
IEEE
124views Data Mining» more  ICDM 2009»
14 years 10 months ago
A Practical Differentially Private Random Decision Tree Classifier
In this paper, we study the problem of constructing private classifiers using decision trees, within the framework of differential privacy. We first construct privacy-preserving ID...
Geetha Jagannathan, Krishnan Pillaipakkamnatt, Reb...
ICDM
2008
IEEE
172views Data Mining» more  ICDM 2008»
15 years 7 months ago
Active Learning of Equivalence Relations by Minimizing the Expected Loss Using Constraint Inference
Selecting promising queries is the key to effective active learning. In this paper, we investigate selection techniques for the task of learning an equivalence relation where the ...
Steffen Rendle, Lars Schmidt-Thieme
138
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CINQ
2004
Springer
157views Database» more  CINQ 2004»
15 years 4 months ago
Inductive Databases and Multiple Uses of Frequent Itemsets: The cInQ Approach
Inductive databases (IDBs) have been proposed to afford the problem of knowledge discovery from huge databases. With an IDB the user/analyst performs a set of very different operat...
Jean-François Boulicaut