A note on phase transitions and computational pitfalls of learning from sequences

An ever greater range of applications call for learning from sequences. Grammar induction is one prominent tool for sequence learning, it is therefore important to know its properties and limits. This paper presents a new type of analysis for inductive learning. A few years ago, the discovery of a p...

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Vydané v:	Journal of intelligent information systems Ročník 31; číslo 2; s. 177 - 189
Hlavní autori:	Cornuéjols, Antoine, Sebag, Michèle
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Boston Springer US 01.10.2008 Springer Nature B.V
Predmet:	Algorithms Artificial Intelligence Bioinformatics Computer Science Data Structures and Information Theory Grammar Heuristic Hypotheses Information Storage and Retrieval IT in Business Language Logic programming Natural Language Processing (NLP) Phase transitions Studies Supervised learning Sequence learning Grammatical inference
ISSN:	0925-9902, 1573-7675
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