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» Reasoning about sets using redescription mining
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106
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ADMA
2006
Springer
143views Data Mining» more  ADMA 2006»
15 years 4 months ago
Robust Collective Classification with Contextual Dependency Network Models
Abstract. In order to exploit the dependencies in relational data to improve predictions, relational classification models often need to make simultaneous statistical judgments abo...
YongHong Tian, Tiejun Huang, Wen Gao
101
Voted
NIPS
2007
15 years 2 months ago
Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations
In transfer learning we aim to solve new problems using fewer examples using information gained from solving related problems. Transfer learning has been successful in practice, a...
M. M. Mahmud, Sylvian R. Ray
104
Voted
COMMA
2008
15 years 2 months ago
A Methodology for Action-Selection using Value-Based Argumentation
This paper describes a method for decision making using argumentation. The method is intended to produce the decision considered most likely to promote the agent's aims and as...
Fahd Saud Nawwab, Trevor J. M. Bench-Capon, Paul E...
ICDE
2005
IEEE
124views Database» more  ICDE 2005»
16 years 2 months ago
XML Views as Integrity Constraints and their Use in Query Translation
The SQL queries produced in XML-to-SQL query translation are often unnecessarily complex, even for simple input XML queries. In this paper we argue that relational systems can do ...
Rajasekar Krishnamurthy, Raghav Kaushik, Jeffrey F...
225
Voted
POPL
2004
ACM
16 years 1 months ago
Abstractions from proofs
stractions from Proofs Ranjit Jhala1 Kenneth L. McMillan2 1 UC San Diego 2 Cadence Berkeley Laboratories We present a technique for using infeasible program paths to automatically ...
Thomas A. Henzinger, Ranjit Jhala, Rupak Majumdar,...