Rule induction

Known as: Rule extraction, Rule learning 
Rule induction is an area of machine learning in which formal rules are extracted from a set of observations. The rules extracted may represent a… (More)
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Highly Cited
2010
Highly Cited
2010
The classification problem can be addressed by numerous techniques and algorithms which belong to different paradigms of machine… (More)
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Highly Cited
2009
Highly Cited
2009
This paper introduces a novel fuzzy rule-based classification method called FURIA, which is short for Fuzzy Unordered Rule… (More)
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Highly Cited
2001
Highly Cited
2001
(LP) 2 is a covering algorithm for adaptive Information Extraction from text (IE). It induces symbolic rules that insert SGML… (More)
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Highly Cited
1997
Highly Cited
1997
Words unknown to the lexicon present a substantial problem to NLP modules that rely on morphosyntactic information, such as part… (More)
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Highly Cited
1996
Highly Cited
1996
Several well-developed approaches to inductive learning low exist, but each has specific limitations that are hard to overcome… (More)
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Highly Cited
1996
Highly Cited
1996
Two methods for learning text classifiers are compared on classification problems that might arise in filtering and filing… (More)
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Highly Cited
1995
Highly Cited
1995
Machine learning is the study of computational methods for improving performance by mechanizing the acquisition of knowledge from… (More)
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Highly Cited
1995
Highly Cited
1995
 
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Highly Cited
1995
Highly Cited
1995
This paper presents a new approach to inductive learning that combines aspects of instancebased learning and rule induction in a… (More)
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Highly Cited
1991
Highly Cited
1991
The CN2 algorithm induces an ordered list of classi cation rules from examples using entropy as its search heuristic. In this… (More)
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