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» Bootstrapping Rule Induction
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ECML
1987
Springer
13 years 11 months ago
Induction in Noisy Domains
This paper examines the induction of classification rules from examples using real-world data. Real-world data is almost always characterized by two features, which are important ...
Peter Clark, Tim Niblett
ICLA
2009
Springer
14 years 2 months ago
Instantial Relevance in Polyadic Inductive Logic
Abstract. We show that under the assumptions of Spectrum Exchangeability and Language Invariance the so called Only Rule, a principle of instantial relevance previously know for un...
Jürgen Landes, Jeff B. Paris, Alena Vencovsk&...
EXPERT
1998
83views more  EXPERT 1998»
13 years 7 months ago
Data-Driven Constructive Induction
Constructive induction divides the problem of learning an inductive hypothesis into two intertwined searches: one—for the “best” representation space, and two—for the “be...
Eric Bloedorn, Ryszard S. Michalski
LREC
2008
125views Education» more  LREC 2008»
13 years 9 months ago
Bootstrapping Language Description: the case of Mpiemo (Bantu A, Central African Republic)
Linguists have long been producing grammatical decriptions of yet undescribed languages. This is a time-consuming process, which has already adapted to improved technology for rec...
Harald Hammarström, Christina Thornell, Malin...
NAACL
2010
13 years 5 months ago
Not All Seeds Are Equal: Measuring the Quality of Text Mining Seeds
Open-class semantic lexicon induction is of great interest for current knowledge harvesting algorithms. We propose a general framework that uses patterns in bootstrapping fashion ...
Zornitsa Kozareva, Eduard H. Hovy