An inductive logic programming approach to statistical relational learning:
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis/Dissertation Electronic eBook |
| Language: | English |
| Published: |
Amsterdam
IOS Press
c2006
|
| Series: | Frontiers in artificial intelligence and applications
v. 148 Frontiers in artificial intelligence and applications |
| Subjects: | |
| Links: | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=179004 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=179004 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=179004 |
| Item Description: | Includes bibliographical references (p. 201-221) and index Title page; Contents; Abstract; Overture; Part I: Probabilistic ILP over Interpretations; Part II: Probabilistic ILP over Time; Intermezzo: Exploiting Probabilistic ILP in Discriminative Classifiers; Part III: Making Complex Decisions in Relational Domains; Finale; Appendix; Bibliography; Symbol Index; Index Talks about Logic Programming, Uncertainty Reasoning and Machine Learning. This book includes definitions that circumscribe the area formed by extending Inductive Logic Programming to cases annotated with probability values. It investigates the approach of Learning from proofs and the issue of upgrading Fisher Kernels to Relational Fisher Kernels |
| Physical Description: | 1 Online-Ressource (xxii, 228 p.) |
| ISBN: | 1429455276 1433701243 1586036742 1607502070 9781429455275 9781433701245 9781586036744 9781607502074 |
Staff View
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| spelling | Kersting, Kristian 1973- Verfasser (DE-588)173912001 aut An inductive logic programming approach to statistical relational learning Kristian Kersting Amsterdam IOS Press c2006 1 Online-Ressource (xxii, 228 p.) txt rdacontent c rdamedia cr rdacarrier Frontiers in artificial intelligence and applications v. 148 Frontiers in artificial intelligence and applications Includes bibliographical references (p. 201-221) and index Title page; Contents; Abstract; Overture; Part I: Probabilistic ILP over Interpretations; Part II: Probabilistic ILP over Time; Intermezzo: Exploiting Probabilistic ILP in Discriminative Classifiers; Part III: Making Complex Decisions in Relational Domains; Finale; Appendix; Bibliography; Symbol Index; Index Talks about Logic Programming, Uncertainty Reasoning and Machine Learning. This book includes definitions that circumscribe the area formed by extending Inductive Logic Programming to cases annotated with probability values. It investigates the approach of Learning from proofs and the issue of upgrading Fisher Kernels to Relational Fisher Kernels Thesis (Ph. D.)--Albert-Ludwigs-Universität Freiburg im Breisgau, 2006 COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Logic programming fast Machine learning fast Markov processes fast Uncertainty (Information theory) fast Logic programming Uncertainty (Information theory) Machine learning Markov processes Induktive logische Programmierung (DE-588)4807625-9 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Künstliche Intelligenz (DE-588)4033447-8 s 1\p DE-604 Induktive logische Programmierung (DE-588)4807625-9 s 2\p DE-604 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=179004 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kersting, Kristian 1973- An inductive logic programming approach to statistical relational learning COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Logic programming fast Machine learning fast Markov processes fast Uncertainty (Information theory) fast Logic programming Uncertainty (Information theory) Machine learning Markov processes Induktive logische Programmierung (DE-588)4807625-9 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
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| title | An inductive logic programming approach to statistical relational learning |
| title_auth | An inductive logic programming approach to statistical relational learning |
| title_exact_search | An inductive logic programming approach to statistical relational learning |
| title_full | An inductive logic programming approach to statistical relational learning Kristian Kersting |
| title_fullStr | An inductive logic programming approach to statistical relational learning Kristian Kersting |
| title_full_unstemmed | An inductive logic programming approach to statistical relational learning Kristian Kersting |
| title_short | An inductive logic programming approach to statistical relational learning |
| title_sort | an inductive logic programming approach to statistical relational learning |
| topic | COMPUTERS / Programming / Open Source bisacsh COMPUTERS / Software Development & Engineering / Tools bisacsh COMPUTERS / Software Development & Engineering / General bisacsh Logic programming fast Machine learning fast Markov processes fast Uncertainty (Information theory) fast Logic programming Uncertainty (Information theory) Machine learning Markov processes Induktive logische Programmierung (DE-588)4807625-9 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | COMPUTERS / Programming / Open Source COMPUTERS / Software Development & Engineering / Tools COMPUTERS / Software Development & Engineering / General Logic programming Machine learning Markov processes Uncertainty (Information theory) Induktive logische Programmierung Künstliche Intelligenz Hochschulschrift |
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