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» Artificial Intelligence: A Modern Approach
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AI
2003
Springer
16 years 6 hour ago
Explanation-Oriented Association Mining Using a Combination of Unsupervised and Supervised Learning Algorithms
We propose a new framework of explanation-oriented data mining by adding an explanation construction and evaluation phase to the data mining process. While traditional approaches c...
Yiyu Yao, Yan Zhao, R. Brien Maguire
AI
2003
Springer
16 years 6 hour ago
Summarizing Web Sites Automatically
This research is directed towards automating the Web Site summarization task. To achieve this objective, an approach, which applies machine learning and natural language processing...
Yongzheng Zhang, A. Nur Zincir-Heywood, Evangelos ...
AIME
2003
Springer
16 years 6 hour ago
Multi-relational Data Mining in Medical Databases
Abstract. This paper presents the application of a method for mining data in a multi-relational database that contains some information about patients strucked down by chronic hepa...
Amaury Habrard, Marc Bernard, François Jacq...
AIME
2003
Springer
16 years 6 hour ago
Ontology for Task-Based Clinical Guidelines and the Theory of Granular Partitions
The theory of granular partitions (TGP) is a new approach to the understanding of ontologies and other classificatory systems. The paper explores the use of this new theory in the ...
Anand Kumar, Barry Smith
GLOBAL
2003
Springer
15 years 12 months ago
Performance Evaluation for Global Computation
Abstract. Global computing applications co-ordinate distributed computations across widely-dispersed hosts. Such systems present formidable design and implementation challenges to ...
Linda Brodo, Pierpaolo Degano, Stephen Gilmore, Ja...