Inductive Logic Programming (Record no. 188879)

MARC details
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fixed length control field 04098nam a22005535i 4500
001 - CONTROL NUMBER
control field 978-3-540-69059-7
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control field DE-He213
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control field 20240423132534.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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fixed length control field 121227s1998 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783540690597
-- 978-3-540-69059-7
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/BFb0027303
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.758
072 #7 - SUBJECT CATEGORY CODE
Subject category code UMZ
Source bicssc
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Subject category code COM051230
Source bisacsh
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Subject category code UMZ
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.1
Edition number 23
245 10 - TITLE STATEMENT
Title Inductive Logic Programming
Medium [electronic resource] :
Remainder of title 8th International Conference, ILP-98, Madison, Wisconsin, USA, July 22-24, 1998, Proceedings /
Statement of responsibility, etc edited by David Page.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 1998.
264 #1 -
-- Berlin, Heidelberg :
-- Springer Berlin Heidelberg :
-- Imprint: Springer,
-- 1998.
300 ## - PHYSICAL DESCRIPTION
Extent VIII, 308 p.
Other physical details online resource.
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490 1# - SERIES STATEMENT
Series statement Lecture Notes in Artificial Intelligence,
International Standard Serial Number 2945-9141 ;
Volume number/sequential designation 1446
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Attribute-value learning versus inductive logic programming: The missing links -- Advances in ILP theory and implementations -- Application of ILP to problems in chemistry and biology -- Relational reinforcement learning -- Learning first-order acyclic Horn programs from entailment -- Combining statistical and relational methods for learning in hypertext domains -- Application of inductive logic programming to discover rules governing the three-dimensional topology of protein structure -- Term comparisons in first-order similarity measures -- Stochastic propositionalization of non-determinate background knowledge -- A stochastic simple similarity -- Using prior probabilities and density estimation for relational classification -- Induction of Constraint Grammar-rules using Progol -- A hybrid approach to word segmentation -- Learning multilingual morphology with Clog -- Using ILP-systems for verification and validation of multi-agent systems -- Inducing shogi heuristics using inductive logic programming -- Repeat learning using predicate invention -- Normal programs and multiple predicate learning -- Strongly typed inductive concept learning -- Function-free Horn clauses are hard to approximate -- DOGMA: A GA-based relational learner -- Generalization under implication by ?-subsumption -- Prolog, refinements and RLGG's -- Learning structurally indeterminate clauses -- Completing Inverse Entailment -- Distances and limits on Herbrand interpretations -- Relational distance-based clustering -- A framework for defining distances between first-order logic objects -- Detecting traffic problems with ILP -- A comparison of ILP and propositional systems on propositional traffic data.
520 ## - SUMMARY, ETC.
Summary, etc This book constitutes the refereed proceedings of the 8th International Conference on Inductive Logic Programming, ILP-98, held in Madison, Wisconsin, USA, in July 1998. The 27 revised full papers presented together with the abstracts of three invited talks were carefully reviewed and selected for inclusion in the book. All relevant aspects of inductive logic programming are covered ranging from theory to implementations and applications.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Software engineering.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer programming.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Software Engineering.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial Intelligence.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Programming Techniques.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Page, David.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
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Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783540647386
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783662162521
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture Notes in Artificial Intelligence,
-- 2945-9141 ;
Volume number/sequential designation 1446
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/BFb0027303">https://doi.org/10.1007/BFb0027303</a>
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Koha item type eBooks-CSE-Springer

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