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Advances in knowledge discovery and ...

Fayyad, Usama M

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Advances in knowledge discovery and data mining /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Advances in knowledge discovery and data mining // edited by Usama M. Fayyad ... [et al.]
其他作者:	Fayyad, Usama M
出版者:	Menlo Park, Calif :MIT Press, : c1996,
面頁冊數:	xiv, 611 p. :ill. ;23 cm
內容註:	From data mining to knowledge discovery : an overview / Usama M. Fayyad, Gregory Piatetsky-Shapiro, and Padhraic Smyth -- The process of knowlesge discovery in databases : a human-centered approach / Ronald J. Brachman and Tej Anand -- Graphical models for discovering knowledge / Wray Buntine -- A statistical perspective on knowledge discovery in databases / John Elder IV and Daryl Pregibon -- Inductive logic programming and knowledge discovery in databases / Sao Deroski -- Bayesian classification (AutoClass) : theory and results / Peter Cheeseman and John Stutz -- Discovering informative patterns and data cleaning / Isabelle Guyon, Nada Mati, and Valdimir Vapnik -- Transforming rules and trees into comprehensible knowledge structures / Brian R. Gaines -- Finding patterns in time series : a dynamic programming approach / Donald J. Berndt and James Clifford -- Explora : a multipattern and multistrategy discovery assistant / Willi Klsgen -- Bayesian networks for knowledge discovery / David Heckerman -- Fast discovery of association rules / Rakesh Agrawal ... [et al.] -- From contigency tables to various forms of knowledge in databases / Robert Zembowicz and Jan M. ytkow -- Integrating inductive and deductive reasoning for data mining / Evangelos Simoudis, Brian Livezey, and Randy Kerber -- Metaqueries for data mining / Wei-Min Shen ... [et al.] -- Exploration of the power of attribute-oriented induction in data mining / Jiawei Han and Yongjian Fu -- Using inductive learning to generate rules for semantic query optimization / Chun-Nan Hsu and Craig A. Knoblock -- Data surveyor : searching the nuggets in parallel / Marcel Holsheimer, Martin L. Kersten, and Arno P.J.M. Siebes -- Automating the analysis and cataloging of sky surveys / Usama M. Fayyad, S. George Djorgovski, and Nicholas Weir -- Selecting and reporting what is interesting : the KEFIR application to healthcare data / Christopher J. Matheus, Gregory Piatetsky-Shapiro, and Dwight McNeill -- Modeling subjective uncertainty in image annotation / Padhraic Smyth ... [et al.] -- Predicting equity returns from securities data with minimal rule generation / Chidanand Apte and Se June Hong -- From data mining to knowledge discovery : current challenges and future directions / Ramasamy Uthurusamy -- Knowledge discovery in databases terminology / Willi Klsgen and Jan M. ytkow -- Data mining and knowledge discovery Internet resources / Gregory Piatetsky-Shapiro
標題:	Knowledge acquisition (Expert systems) -
ISBN:	0262560976

Advances in knowledge discovery and data mining /
Advances in knowledge discovery and data mining /edited by Usama M. Fayyad ... [et al.] - Menlo Park, Calif :MIT Press,c1996 - xiv, 611 p. :ill. ;23 cm

Includes bibliographical references and index

From data mining to knowledge discovery : an overview / Usama M. Fayyad, Gregory Piatetsky-Shapiro, and Padhraic Smyth -- The process of knowlesge discovery in databases : a human-centered approach / Ronald J. Brachman and Tej Anand -- Graphical models for discovering knowledge / Wray Buntine -- A statistical perspective on knowledge discovery in databases / John Elder IV and Daryl Pregibon -- Inductive logic programming and knowledge discovery in databases / Sao Deroski -- Bayesian classification (AutoClass) : theory and results / Peter Cheeseman and John Stutz -- Discovering informative patterns and data cleaning / Isabelle Guyon, Nada Mati, and Valdimir Vapnik -- Transforming rules and trees into comprehensible knowledge structures / Brian R. Gaines -- Finding patterns in time series : a dynamic programming approach / Donald J. Berndt and James Clifford -- Explora : a multipattern and multistrategy discovery assistant / Willi Klsgen -- Bayesian networks for knowledge discovery / David Heckerman -- Fast discovery of association rules / Rakesh Agrawal ... [et al.] -- From contigency tables to various forms of knowledge in databases / Robert Zembowicz and Jan M. ytkow -- Integrating inductive and deductive reasoning for data mining / Evangelos Simoudis, Brian Livezey, and Randy Kerber -- Metaqueries for data mining / Wei-Min Shen ... [et al.] -- Exploration of the power of attribute-oriented induction in data mining / Jiawei Han and Yongjian Fu -- Using inductive learning to generate rules for semantic query optimization / Chun-Nan Hsu and Craig A. Knoblock -- Data surveyor : searching the nuggets in parallel / Marcel Holsheimer, Martin L. Kersten, and Arno P.J.M. Siebes -- Automating the analysis and cataloging of sky surveys / Usama M. Fayyad, S. George Djorgovski, and Nicholas Weir -- Selecting and reporting what is interesting : the KEFIR application to healthcare data / Christopher J. Matheus, Gregory Piatetsky-Shapiro, and Dwight McNeill -- Modeling subjective uncertainty in image annotation / Padhraic Smyth ... [et al.] -- Predicting equity returns from securities data with minimal rule generation / Chidanand Apte and Se June Hong -- From data mining to knowledge discovery : current challenges and future directions / Ramasamy Uthurusamy -- Knowledge discovery in databases terminology / Willi Klsgen and Jan M. ytkow -- Data mining and knowledge discovery Internet resources / Gregory Piatetsky-Shapiro

ISBN: 0262560976

LCCN: 95045329Subjects--Topical Terms:

589981
Knowledge acquisition (Expert systems)

Advances in knowledge discovery and data mining /
LDR:02973cam 2200169 a 4500 001 2241116
003 OCoLC
005 20000223172107.0
008 211112s1996 caua b 001 0 eng
010 $a 95045329
020 $a 0262560976 $q (pbk.)
035 $a 33357614
040 $a DLC $c DLC $d C#P $d UKM $d PMC
245 0 0 $a Advances in knowledge discovery and data mining / $c edited by Usama M. Fayyad ... [et al.]
260 # $a Menlo Park, Calif : $b MIT Press, $c c1996
300 $a xiv, 611 p. : $b ill. ; $c 23 cm
504 $a Includes bibliographical references and index
505 0 # $a From data mining to knowledge discovery : an overview / Usama M. Fayyad, Gregory Piatetsky-Shapiro, and Padhraic Smyth -- The process of knowlesge discovery in databases : a human-centered approach / Ronald J. Brachman and Tej Anand -- Graphical models for discovering knowledge / Wray Buntine -- A statistical perspective on knowledge discovery in databases / John Elder IV and Daryl Pregibon -- Inductive logic programming and knowledge discovery in databases / Sao Deroski -- Bayesian classification (AutoClass) : theory and results / Peter Cheeseman and John Stutz -- Discovering informative patterns and data cleaning / Isabelle Guyon, Nada Mati, and Valdimir Vapnik -- Transforming rules and trees into comprehensible knowledge structures / Brian R. Gaines -- Finding patterns in time series : a dynamic programming approach / Donald J. Berndt and James Clifford -- Explora : a multipattern and multistrategy discovery assistant / Willi Klsgen -- Bayesian networks for knowledge discovery / David Heckerman -- Fast discovery of association rules / Rakesh Agrawal ... [et al.] -- From contigency tables to various forms of knowledge in databases / Robert Zembowicz and Jan M. ytkow -- Integrating inductive and deductive reasoning for data mining / Evangelos Simoudis, Brian Livezey, and Randy Kerber -- Metaqueries for data mining / Wei-Min Shen ... [et al.] -- Exploration of the power of attribute-oriented induction in data mining / Jiawei Han and Yongjian Fu -- Using inductive learning to generate rules for semantic query optimization / Chun-Nan Hsu and Craig A. Knoblock -- Data surveyor : searching the nuggets in parallel / Marcel Holsheimer, Martin L. Kersten, and Arno P.J.M. Siebes -- Automating the analysis and cataloging of sky surveys / Usama M. Fayyad, S. George Djorgovski, and Nicholas Weir -- Selecting and reporting what is interesting : the KEFIR application to healthcare data / Christopher J. Matheus, Gregory Piatetsky-Shapiro, and Dwight McNeill -- Modeling subjective uncertainty in image annotation / Padhraic Smyth ... [et al.] -- Predicting equity returns from securities data with minimal rule generation / Chidanand Apte and Se June Hong -- From data mining to knowledge discovery : current challenges and future directions / Ramasamy Uthurusamy -- Knowledge discovery in databases terminology / Willi Klsgen and Jan M. ytkow -- Data mining and knowledge discovery Internet resources / Gregory Piatetsky-Shapiro
650 # 0 $a Knowledge acquisition (Expert systems) $3 589981
650 # 0 $a Databases $v Congresses. $3 893097
650 # 0 $a Knowledge, Theory of $3 702147
650 # 0 $a Artificial intelligence $3 693196
700 1 # $a Fayyad, Usama M $3 3496643