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146
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IJCAI
2003
15 years 2 months ago
Consistency and Set Intersection
We propose a new framework to study properties of consistency in a Constraint Network from the perspective of properties of set intersection. Our framework comes with a proof sche...
Yuanlin Zhang, Roland H. C. Yap
IJCAI
2003
15 years 2 months ago
Optimal Time-Space Tradeoff in Probabilistic Inference
Recursive Conditioning, RC, is an any-space algorithm lor exact inference in Bayesian networks, which can trade space for time in increments of the size of a floating point number...
David Allen, Adnan Darwiche
121
Voted
IJCAI
2003
15 years 2 months ago
Employing Trainable String Similarity Metrics for Information Integration
The problem of identifying approximately duplicate objects in databases is an essential step for the information integration process. Most existing approaches have relied on gener...
Mikhail Bilenko, Raymond J. Mooney
100
Voted
IJCAI
2003
15 years 2 months ago
Web Page Cleaning for Web Mining through Feature Weighting
Unlike conventional data or text, Web pages typically contain a large amount of information that is not part of the main contents of the pages, e.g., banner ads, navigation bars, ...
Lan Yi, Bing Liu
106
Voted
IJCAI
2003
15 years 2 months ago
A Method for Semantically Enhancing the Service Discovery Capabilities of UDDI
The promise of dynamic selection of business services and automatic integration of applications written to Web Services standards is yet to be realized. This is partially attribut...
Rama Akkiraju, Richard Goodwin, Prashant Doshi, Sa...