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Machine learning: an artificial intelligence approach

Machine Learning: An Artificial Intelligence Approach contains tutorial overviews and research papers representative of trends in the area of machine learning as viewed from an artificial intelligence perspective. The book is organized into six parts. Part I provides an overview of machine learning...

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Detalles Bibliográficos
Autores principales: Anderson, John, Banerjee, R, Bradshaw, Gary, Carbonell, Jaime Guillermo, Mitchell, Tom Michael, Michalski, Ryszard Spencer
Lenguaje:eng
Publicado: Tioga 1983
Materias:
Acceso en línea:http://cds.cern.ch/record/105338
Descripción
Sumario:Machine Learning: An Artificial Intelligence Approach contains tutorial overviews and research papers representative of trends in the area of machine learning as viewed from an artificial intelligence perspective. The book is organized into six parts. Part I provides an overview of machine learning and explains why machines should learn. Part II covers important issues affecting the design of learning programs-particularly programs that learn from examples. It also describes inductive learning systems. Part III deals with learning by analogy, by experimentation, and from experience. Parts IV a