书籍详情
文法推断：算法与应用
作者：Pieter Adriaans 著
出版社：湖南文艺出版社
出版时间：2002-12-01
ISBN：9783540442394
定价：¥497.20
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内容简介
This book constitutes the refereed proceedings of the 6th International Colloquium on Grammatical Inference， ICGI 2002， held in Amsterdam， The Netherlands in September 2002.The 28 revised full papers presented together with 7 software de*ions were carefully reviewed and selected from 48 submissions. The papers address issues in machine learning， automata， theoretical computer science， computational linguistics， and grammar systems as well as applications in fields like natural language processing， pattern recognition， computational biology， information retrieval， text processing， and data compression.
作者简介
暂缺《文法推断：算法与应用》作者简介
目录
Contributions
Inference of Sequential Association Rules Guided by Context-Free Grammars
PCFG Learning by Nonterminal Partition Search
Inferring Subclasses of Regular Languages Faster Using RPNI and Forbidden Configurations
Beyond EDSM
Consistent Identification in the Limit of Rigid Grammars from Strings Is NP-hard
Some Classes of Regular Languages Identifiable in the Limit from Positive Data
Learning Probabilistic Residual Finite State Automata
Fragmentation: Enhancing Identifiability
On Limit Points for Some Variants of Rigid Lambek Grammars
Generalized Stochastic Tree Automata for Multi-relational Data Mining
On Sufficient Conditions to Identify Classes of Grammars from Polynomial Time and Data
Stochastic Grammatical Inference with Multinomial Tests
Learning Languages with Help
Incremental Learning of Context Free Grammars
Estimating Grammar Parameters Using Bounded Memory
Stochastic k-testable Tree Languages and Applications
Fast Learning from Strings of 2-Letter Rigid Grammars
Learning Locally Testable Even Linear Languages from Positive Data
Inferring Attribute Grammars with Structured Data for Natural Language Processing
A PAC Learnability of Simple Deterministic Languages
On the Learnability of Hidden Markov Models
Shallow Parsing Using Probabilistic Grammatical Inference
Learning of Regular Bi-w Languages
Software Descriptions
The EMILE 4.1 Grammar Induction Toolbox
Software for Analysing Recurrent Neural Nets That Learn to Predict Non-regular Languages
A Framework for Inductive Learning of Typed-Unification Grammars
A Tool for Language Learning Based on Categorial Grammars and Semantic Information
‘NAIL’: Artificial Intelligence Software for Learning Natural Language
……
Autor Index
Inference of Sequential Association Rules Guided by Context-Free Grammars
PCFG Learning by Nonterminal Partition Search
Inferring Subclasses of Regular Languages Faster Using RPNI and Forbidden Configurations
Beyond EDSM
Consistent Identification in the Limit of Rigid Grammars from Strings Is NP-hard
Some Classes of Regular Languages Identifiable in the Limit from Positive Data
Learning Probabilistic Residual Finite State Automata
Fragmentation: Enhancing Identifiability
On Limit Points for Some Variants of Rigid Lambek Grammars
Generalized Stochastic Tree Automata for Multi-relational Data Mining
On Sufficient Conditions to Identify Classes of Grammars from Polynomial Time and Data
Stochastic Grammatical Inference with Multinomial Tests
Learning Languages with Help
Incremental Learning of Context Free Grammars
Estimating Grammar Parameters Using Bounded Memory
Stochastic k-testable Tree Languages and Applications
Fast Learning from Strings of 2-Letter Rigid Grammars
Learning Locally Testable Even Linear Languages from Positive Data
Inferring Attribute Grammars with Structured Data for Natural Language Processing
A PAC Learnability of Simple Deterministic Languages
On the Learnability of Hidden Markov Models
Shallow Parsing Using Probabilistic Grammatical Inference
Learning of Regular Bi-w Languages
Software Descriptions
The EMILE 4.1 Grammar Induction Toolbox
Software for Analysing Recurrent Neural Nets That Learn to Predict Non-regular Languages
A Framework for Inductive Learning of Typed-Unification Grammars
A Tool for Language Learning Based on Categorial Grammars and Semantic Information
‘NAIL’: Artificial Intelligence Software for Learning Natural Language
……
Autor Index
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