Knowledge Acquisition from Databases

Front Cover
Intellect Books, 1995 - Computers - 211 pages
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A comprehensive English-Russian and Russian-English collection of modern statistical terminology, containing some 13,500 terms and some 1,000 names. Topics covered include mathematical statistics and probability theory, computational statistics and statistical software, and applied statistical components in economics, sociology, demography, medicine, natural sciences, and technology. The volume provides an extensive collection of terms in the fields of computer terminology related to problems of data processing and statistical software, theory of random processes, statistical quality control, operations research, and some supplementary areas such as the terminology of Russian official statistics. For translators and other experts who work with English and Russian statistical literature. Annotation copyright by Book News, Inc., Portland, OR
 

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Contents

Learning From Databases
7
Constructing Decision Trees With ID3 and C4 5
33
Generating Rules With HCV
49
Dealing With Noise and RealValued Attributes
73
A Performance Comparison of HCV With IDS C4 5
89
System
97
A Representation for Integrating Knowledge and Data
125
An Intelligent Learning Database System
139
Conclusions
149
B Results Produced by HCV on the MONKs Problems
177
An Example Run of SIKT in KEshell
191
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Page 200 - Generating production rules from decision trees," Proceedings of the Tenth International Joint Conference on Artificial Intelligence, pp. 304-307, Morgan Kaufmann Publishers, San Mateo, CA, 1987.
Page 199 - Variable- Valued Logic and Its Applications to Pattern Recognition and Machine Learning, Computer Science and Multiple- Valued Logic Theory and Applications, DC Rine (Ed.), Amsterdam: North-Holland, 1975, 506-534. [Michalski et al.

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