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Grammatical Inference: Algorithms and Applications - 7th International Colloquium, ICGI 2004, Athens, Greece, October 11-13, 2004. Proceedings (Paperback, 2004 ed.)
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Grammatical Inference: Algorithms and Applications - 7th International Colloquium, ICGI 2004, Athens, Greece, October 11-13, 2004. Proceedings (Paperback, 2004 ed.)
Series: Lecture Notes in Computer Science, 3264
Expected to ship within 18 - 22 working days
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The 7th International Colloquium on Grammatical Inference (ICGI
2004) was
heldintheNationalCentreforScienti?cResearch"Demokritos,"Athens,
Greece on October 11-13, 2004. ICGI 2004 was the seventh in a
series of successful biennial international conferences in the area
of grammaticalinference. Previous meetings were held in Essex, UK;
Alicante, Spain; Montpellier, France; Ames, Iowa, USA; Lisbon,
Portugal; and Amsterdam, The Netherlands. This series of
conferences seeks to provide a forum for the presentation and
discussion of original research papers on all aspects of
grammatical inference. Grammatical inference, the study of learning
grammars from data, is an -
tablishedresearch?eldinarti?cialintelligence, datingbacktothe1960s,
andhas been extensively addressed by researchers in automata
theory, language acqui- tion, computational linguistics, machine
learning, pattern recognition, compu- tional learning theory and
neural networks. ICGI 2004 emphasized the multid- ciplinary
natureoftheresearch?eldandthe diversedomains inwhich gramm- ical
inference is being applied, such as natural language acquisition,
compu- tionalbiology, structuralpatternrecognition,
informationretrieval, Webmining, text processing, data compression
and adaptive intelligent agents. We received 45 high-quality papers
from 19 countries. The papers were - viewed by at least two - in
most cases three - reviewers. In addition to the 20 full papers, 8
short papers that received positive comments from the reviewers
were accepted, and they appear in a separate section of this
volume. The t- ics of the accepted papers vary from theoretical
results of learning algorithms to innovative applications of
grammatical inference, and from learning several interesting
classes of formal grammars to estimations of probabilistic
grammars.
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