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Learning from Data
. Ed(S): Fisher, Doug; Lenz, Hans J.
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Description for Learning from Data
Paperback. This volume contains a revised collection of papers presented at the Fifth International Workshop on Artificial Intelligence and Statistics in 1995. The topics covered includenatural language applications, causality and graphical models, classification, learning, and knowledge discovery. Editor(s): Fisher, Doug; Lenz, Hans J. Series: Lecture Notes in Statistics. Num Pages: 468 pages, 14 black & white illustrations, biography. BIC Classification: PBT; UYQ. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 234 x 156 x 23. Weight in Grams: 702.
Ten years ago Bill Gale of AT&T Bell Laboratories was primary organizer of the first Workshop on Artificial Intelligence and Statistics. In the early days of the Workshop series it seemed clear that researchers in AI and statistics had common interests, though with different emphases, goals, and vocabularies. In learning and model selection, for example, a historical goal of AI to build autonomous agents probably contributed to a focus on parameter-free learning systems, which relied little on an external analyst's assumptions about the data. This seemed at odds with statistical strategy, which stemmed from a view that model selection methods ... Read more
Ten years ago Bill Gale of AT&T Bell Laboratories was primary organizer of the first Workshop on Artificial Intelligence and Statistics. In the early days of the Workshop series it seemed clear that researchers in AI and statistics had common interests, though with different emphases, goals, and vocabularies. In learning and model selection, for example, a historical goal of AI to build autonomous agents probably contributed to a focus on parameter-free learning systems, which relied little on an external analyst's assumptions about the data. This seemed at odds with statistical strategy, which stemmed from a view that model selection methods ... Read more
Product Details
Format
Paperback
Publication date
1996
Publisher
Springer-Verlag New York Inc. United States
Number of pages
468
Condition
New
Series
Lecture Notes in Statistics
Number of Pages
450
Place of Publication
New York, NY, United States
ISBN
9780387947365
SKU
V9780387947365
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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