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Foundations of the theory of learning systems /

Foundations of the theory of learning systems.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: T͡Sypkin, I͡A. Z. (I͡Akov Zalmanovich)
Formato: Electrónico eBook
Idioma:Inglés
Ruso
Publicado: New York : Academic Press, 1973.
Colección:Mathematics in science and engineering ; v. 101.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Front Cover; Foundations of the Theory of Learning Systems; Copyright Page; Contents; Preface to the Russian Edition; Acknowledgments; Chapter I. Goal of Learning; Chapter II. Algorithms of Learning; Chapter III. Algorithms of Optimal Learning; Chapter IV. Elements of Statistical Decision Theory; Chapter V. Learning Pattern Recognition Systems; Chapter VI. Self-Learning Systems of Classification; Chapter VII. Learning Models; Chapter VIII. Learning Filters; Chapter IX. Examples of Learning Systems; Epilogue; Author Index; Subject Index.