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» Bootstrapping Rule Induction
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ECML
1987
Springer
15 years 6 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
15 years 10 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»
15 years 3 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»
15 years 4 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...
122
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NAACL
2010
15 years 1 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