The Resource Learning from data : artificial intelligence and statistics V, Doug Fisher, Hans-J. Lenz, editors

Learning from data : artificial intelligence and statistics V, Doug Fisher, Hans-J. Lenz, editors

Label
Learning from data : artificial intelligence and statistics V
Title
Learning from data
Title remainder
artificial intelligence and statistics V
Statement of responsibility
Doug Fisher, Hans-J. Lenz, editors
Contributor
Subject
Genre
Language
eng
Summary
This volume contains a revised collection of papers originally presented at the Fifth International Workshop on Artificial Intelligence and Statistics in 1995. The topics represented in this volume are diverse, and include natural language application causality and graphical models, classification, learning, knowledge discovery, and exploratory data analysis. The chapters illustrate the rich possibilities for interdisciplinary study at the interface of artificial intelligence and statistics. The chapters vary in the background that they assume, but moderate familiarity with techniques of artificial intelligence and statistics is desirable in most cases
Member of
Cataloging source
DLC
Illustrations
illustrations
Index
no index present
LC call number
  • Q334
  • QA276.A1
LC item number
  • .L43 1996
  • L42 v.112
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1995
http://library.link/vocab/relatedWorkOrContributorName
  • Fisher, Douglas H
  • Lenz, Hans-Joachim
  • Workshop on Artificial Intelligence and Statistics
Series statement
Lecture notes in statistics
Series volume
112
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Statistics
  • Intelligence artificielle
  • Statistiques
  • Artificial intelligence
  • Statistics
  • Kunstmatige intelligentie
  • Statistiek
  • Toepassingen
  • Intelligence artificielle
  • Statistiques
  • Künstliche Intelligenz
  • Statistik
  • Kongress
Label
Learning from data : artificial intelligence and statistics V, Doug Fisher, Hans-J. Lenz, editors
Instantiates
Publication
Note
"Papers presented at the Fifth International Workshop on Artificial Intelligence and Statistics, which was held at Ft. Lauderdale, Florida in January 1995"--Pref
Bibliography note
Includes bibliographical references
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Two Algorithms for Inducing Structural Equation Models from Data / Paul R. Cohen, Dawn E. Gregory, Lisa Ballesteros and Robert St. Amant -- 2. Using Causal Knowledge to Learn More Useful Decision Rules from Data / Louis Anthony Cox, Jr. -- 3. A Causal Calculus for Statistical Research / Judea Pearl -- 4. Likelihood-based Causal Inference / Qing Yao and David Tritchler -- 5. Ploxoma: Testbed for Uncertain Inference / H. Blau -- 6. Solving Influence Diagrams Using Gibbs Sampling / Ali Jenzarli -- 7. Modelling and Monitoring Dynamic Systems by Chain Graphs / Alberto Lekuona, Beatriz Lacruz and Pilar Lasala -- 8. Propagation of Gaussian Belief Functions / Liping Liu -- 9. On Test Selection Strategies for Belief Networks / David Madigan and Russell G. Almond -- 10. Representing and Solving Asymmetric Decision Problems Using Valuation Networks / Prakash P. Shenoy
Dimensions
24 cm.
Extent
xii, 450 pages
Isbn
9780387947365
Lccn
96011794
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)34409849
  • (OCoLC)ocm34409849
Label
Learning from data : artificial intelligence and statistics V, Doug Fisher, Hans-J. Lenz, editors
Publication
Note
"Papers presented at the Fifth International Workshop on Artificial Intelligence and Statistics, which was held at Ft. Lauderdale, Florida in January 1995"--Pref
Bibliography note
Includes bibliographical references
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Two Algorithms for Inducing Structural Equation Models from Data / Paul R. Cohen, Dawn E. Gregory, Lisa Ballesteros and Robert St. Amant -- 2. Using Causal Knowledge to Learn More Useful Decision Rules from Data / Louis Anthony Cox, Jr. -- 3. A Causal Calculus for Statistical Research / Judea Pearl -- 4. Likelihood-based Causal Inference / Qing Yao and David Tritchler -- 5. Ploxoma: Testbed for Uncertain Inference / H. Blau -- 6. Solving Influence Diagrams Using Gibbs Sampling / Ali Jenzarli -- 7. Modelling and Monitoring Dynamic Systems by Chain Graphs / Alberto Lekuona, Beatriz Lacruz and Pilar Lasala -- 8. Propagation of Gaussian Belief Functions / Liping Liu -- 9. On Test Selection Strategies for Belief Networks / David Madigan and Russell G. Almond -- 10. Representing and Solving Asymmetric Decision Problems Using Valuation Networks / Prakash P. Shenoy
Dimensions
24 cm.
Extent
xii, 450 pages
Isbn
9780387947365
Lccn
96011794
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)34409849
  • (OCoLC)ocm34409849

Library Locations

  • African Studies LibraryBorrow it
    771 Commonwealth Avenue, 6th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Alumni Medical LibraryBorrow it
    72 East Concord Street, Boston, MA, 02118, US
    42.336388 -71.072393
  • Astronomy LibraryBorrow it
    725 Commonwealth Avenue, 6th Floor, Boston, MA, 02445, US
    42.350259 -71.105717
  • Fineman and Pappas Law LibrariesBorrow it
    765 Commonwealth Avenue, Boston, MA, 02215, US
    42.350979 -71.107023
  • Frederick S. Pardee Management LibraryBorrow it
    595 Commonwealth Avenue, Boston, MA, 02215, US
    42.349626 -71.099547
  • Howard Gotlieb Archival Research CenterBorrow it
    771 Commonwealth Avenue, 5th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Mugar Memorial LibraryBorrow it
    771 Commonwealth Avenue, Boston, MA, 02215, US
    42.350723 -71.108227
  • Music LibraryBorrow it
    771 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Pikering Educational Resources LibraryBorrow it
    2 Silber Way, Boston, MA, 02215, US
    42.349804 -71.101425
  • School of Theology LibraryBorrow it
    745 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350494 -71.107235
  • Science & Engineering LibraryBorrow it
    38 Cummington Mall, Boston, MA, 02215, US
    42.348472 -71.102257
  • Stone Science LibraryBorrow it
    675 Commonwealth Avenue, Boston, MA, 02445, US
    42.350103 -71.103784
Processing Feedback ...