Machine Learning: An Artificial Intelligence Approach (Volume I)

Michalski, Ryszard S.; Carbonell, Jaime G.; Mitchell, Tom M.

ISBN 10: 0934613095 / ISBN 13: 9780934613095

Editore: Morgan Kaufmann, 1985

Supports Goodwill of Silicon Valley job training programs. The cover and pages are in Good condition! Any other included accessories are also in Good condition showing use. Use can include some highlighting and writing, page and cover creases as well as other types visible wear. Codice articolo GWSVV.0934613095.G

Riassunto:

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 programsparticularly 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 and V discuss learning from observation and discovery, and learning from instruction, respectively. Part VI presents two studies on applied learning systemsone on the recovery of valuable information via inductive inference; the other on inducing models of simple algebraic skills from observed student performance in the context of the Leeds Modeling System (LMS).
This book is intended for researchers in artificial intelligence, computer science, and cognitive psychology; students in artificial intelligence and related disciplines; and a diverse range of readers, including computer scientists, robotics experts, knowledge engineers, educators, philosophers, data analysts, psychologists, and electronic engineers.

Product Description: Book by Michalski Ryszard S Carbonell Jaime G Mitchell Tom

Dati bibliografici

Titolo: Machine Learning: An Artificial Intelligence...
Casa editrice: Morgan Kaufmann
Data di pubblicazione: 1985
Legatura: Rilegato
Condizione: good