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» Automating the Dependency Pair Method
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119
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ILP
2005
Springer
15 years 6 months ago
Machine Learning for Systems Biology
In this paper we survey work being conducted at Imperial College on the use of machine learning to build Systems Biology models of the effects of toxins on biochemical pathways. Se...
Stephen Muggleton
113
Voted
ICCBR
1995
Springer
15 years 4 months ago
Route Planning by Analogy
There have been several e orts to create and use real maps in computer applications that automatically nd good map routes. In general, online map representations do not include in...
Karen Zita Haigh, Manuela M. Veloso
96
Voted
BMCBI
2010
117views more  BMCBI 2010»
15 years 24 days ago
Extracting causal relations on HIV drug resistance from literature
Background: In HIV treatment it is critical to have up-to-date resistance data of applicable drugs since HIV has a very high rate of mutation. These data are made available throug...
Quoc-Chinh Bui, Breanndán Ó Nuall&aa...
EWCBR
2004
Springer
15 years 6 months ago
Maintaining Case-Based Reasoning Systems: A Machine Learning Approach
Over the years, many successful applications of case-based reasoning (CBR) systems have been developed in different areas. The performance of CBR systems depends on several factor...
Niloofar Arshadi, Igor Jurisica
91
Voted
WWW
2010
ACM
15 years 6 months ago
Redundancy detection in service-oriented systems
This paper addresses the problem of identifying redundant data in large-scale service-oriented information systems. Specifically, the paper puts forward an automated method to pi...
Peep Küngas, Marlon Dumas