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Topics in Grammatical Inference (Paperback, Softcover reprint of the original 1st ed. 2016)
Loot Price: R3,506
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Topics in Grammatical Inference (Paperback, Softcover reprint of the original 1st ed. 2016)
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This book explains advanced theoretical and application-related
issues in grammatical inference, a research area inside the
inductive inference paradigm for machine learning. The first three
chapters of the book deal with issues regarding theoretical
learning frameworks; the next four chapters focus on the main
classes of formal languages according to Chomsky's hierarchy, in
particular regular and context-free languages; and the final
chapter addresses the processing of biosequences. The topics chosen
are of foundational interest with relatively mature and established
results, algorithms and conclusions. The book will be of value to
researchers and graduate students in areas such as theoretical
computer science, machine learning, computational linguistics,
bioinformatics, and cognitive psychology who are engaged with the
study of learning, especially of the structure underlying the
concept to be learned. Some knowledge of mathematics and
theoretical computer science, including formal language theory,
automata theory, formal grammars, and algorithmics, is a
prerequisite for reading this book.
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