An inductive logic programming approach to statistical relational learning:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam
IOS Press
c2006
|
| Schriftenreihe: | Frontiers in artificial intelligence and applications
v. 148 Frontiers in artificial intelligence and applications |
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | 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 |
| Beschreibung: | 1 Online-Ressource (xxii, 228 p.) |
| ISBN: | 1429455276 1433701243 1586036742 1607502070 9781429455275 9781433701245 9781586036744 9781607502074 |
Internformat
MARC
| LEADER | 00000nmm a2200000zcb4500 | ||
|---|---|---|---|
| 001 | BV043168803 | ||
| 003 | DE-604 | ||
| 005 | 20160727 | ||
| 006 | a m||| 00||| | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 151126s2006 |||| o||u| ||||||eng d | ||
| 020 | |a 1429455276 |c electronic bk. |9 1-4294-5527-6 | ||
| 020 | |a 1433701243 |9 1-4337-0124-3 | ||
| 020 | |a 1586036742 |9 1-58603-674-2 | ||
| 020 | |a 1586036742 |9 1-58603-674-2 | ||
| 020 | |a 1607502070 |9 1-60750-207-0 | ||
| 020 | |a 9781429455275 |c electronic bk. |9 978-1-4294-5527-5 | ||
| 020 | |a 9781433701245 |9 978-1-4337-0124-5 | ||
| 020 | |a 9781586036744 |9 978-1-58603-674-4 | ||
| 020 | |a 9781586036744 |9 978-1-58603-674-4 | ||
| 020 | |a 9781607502074 |9 978-1-60750-207-4 | ||
| 035 | |a (OCoLC)228146682 | ||
| 035 | |a (DE-599)BVBBV043168803 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-1046 |a DE-1047 | ||
| 082 | 0 | |a 005.1/15 |2 22 | |
| 100 | 1 | |a Kersting, Kristian |d 1973- |e Verfasser |0 (DE-588)173912001 |4 aut | |
| 245 | 1 | 0 | |a An inductive logic programming approach to statistical relational learning |c Kristian Kersting |
| 264 | 1 | |a Amsterdam |b IOS Press |c c2006 | |
| 300 | |a 1 Online-Ressource (xxii, 228 p.) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 490 | 0 | |a Frontiers in artificial intelligence and applications |v v. 148 | |
| 490 | 0 | |a Frontiers in artificial intelligence and applications | |
| 500 | |a Includes bibliographical references (p. 201-221) and index | ||
| 500 | |a 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 | ||
| 500 | |a 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 | ||
| 502 | |a Thesis (Ph. D.)--Albert-Ludwigs-Universität Freiburg im Breisgau, 2006 | ||
| 650 | 7 | |a COMPUTERS / Programming / Open Source |2 bisacsh | |
| 650 | 7 | |a COMPUTERS / Software Development & Engineering / Tools |2 bisacsh | |
| 650 | 7 | |a COMPUTERS / Software Development & Engineering / General |2 bisacsh | |
| 650 | 7 | |a Logic programming |2 fast | |
| 650 | 7 | |a Machine learning |2 fast | |
| 650 | 7 | |a Markov processes |2 fast | |
| 650 | 7 | |a Uncertainty (Information theory) |2 fast | |
| 650 | 4 | |a Logic programming | |
| 650 | 4 | |a Uncertainty (Information theory) | |
| 650 | 4 | |a Machine learning | |
| 650 | 4 | |a Markov processes | |
| 650 | 0 | 7 | |a Induktive logische Programmierung |0 (DE-588)4807625-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)4113937-9 |a Hochschulschrift |2 gnd-content | |
| 689 | 0 | 0 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |D s |
| 689 | 0 | |8 1\p |5 DE-604 | |
| 689 | 1 | 0 | |a Induktive logische Programmierung |0 (DE-588)4807625-9 |D s |
| 689 | 1 | |8 2\p |5 DE-604 | |
| 856 | 4 | 0 | |u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=179004 |x Aggregator |3 Volltext |
| 912 | |a ZDB-4-EBA | ||
| 999 | |a oai:aleph.bib-bvb.de:BVB01-028592994 | ||
| 883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 883 | 1 | |8 2\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 966 | e | |u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=179004 |l FAW01 |p ZDB-4-EBA |q FAW_PDA_EBA |x Aggregator |3 Volltext | |
| 966 | e | |u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=179004 |l FAW02 |p ZDB-4-EBA |q FAW_PDA_EBA |x Aggregator |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1804175646824333312 |
|---|---|
| any_adam_object | |
| author | Kersting, Kristian 1973- |
| author_GND | (DE-588)173912001 |
| author_facet | Kersting, Kristian 1973- |
| author_role | aut |
| author_sort | Kersting, Kristian 1973- |
| author_variant | k k kk |
| building | Verbundindex |
| bvnumber | BV043168803 |
| collection | ZDB-4-EBA |
| ctrlnum | (OCoLC)228146682 (DE-599)BVBBV043168803 |
| dewey-full | 005.1/15 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.1/15 |
| dewey-search | 005.1/15 |
| dewey-sort | 15.1 215 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Thesis Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03919nmm a2200745zcb4500</leader><controlfield tag="001">BV043168803</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20160727 </controlfield><controlfield tag="006">a m||| 00||| </controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">151126s2006 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1429455276</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">1-4294-5527-6</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1433701243</subfield><subfield code="9">1-4337-0124-3</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1586036742</subfield><subfield code="9">1-58603-674-2</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1586036742</subfield><subfield code="9">1-58603-674-2</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1607502070</subfield><subfield code="9">1-60750-207-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781429455275</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-1-4294-5527-5</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781433701245</subfield><subfield code="9">978-1-4337-0124-5</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781586036744</subfield><subfield code="9">978-1-58603-674-4</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781586036744</subfield><subfield code="9">978-1-58603-674-4</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781607502074</subfield><subfield code="9">978-1-60750-207-4</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)228146682</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV043168803</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-1046</subfield><subfield code="a">DE-1047</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">005.1/15</subfield><subfield code="2">22</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Kersting, Kristian</subfield><subfield code="d">1973-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)173912001</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">An inductive logic programming approach to statistical relational learning</subfield><subfield code="c">Kristian Kersting</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Amsterdam</subfield><subfield code="b">IOS Press</subfield><subfield code="c">c2006</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xxii, 228 p.)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Frontiers in artificial intelligence and applications</subfield><subfield code="v">v. 148</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Frontiers in artificial intelligence and applications</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references (p. 201-221) and index</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">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</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">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</subfield></datafield><datafield tag="502" ind1=" " ind2=" "><subfield code="a">Thesis (Ph. D.)--Albert-Ludwigs-Universität Freiburg im Breisgau, 2006</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">COMPUTERS / Programming / Open Source</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">COMPUTERS / Software Development & Engineering / Tools</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">COMPUTERS / Software Development & Engineering / General</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Logic programming</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Machine learning</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Markov processes</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Uncertainty (Information theory)</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Logic programming</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Uncertainty (Information theory)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Machine learning</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Markov processes</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Induktive logische Programmierung</subfield><subfield code="0">(DE-588)4807625-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="0">(DE-588)4113937-9</subfield><subfield code="a">Hochschulschrift</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Künstliche Intelligenz</subfield><subfield code="0">(DE-588)4033447-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="8">1\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Induktive logische Programmierung</subfield><subfield code="0">(DE-588)4807625-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="8">2\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=179004</subfield><subfield code="x">Aggregator</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-4-EBA</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-028592994</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">2\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=179004</subfield><subfield code="l">FAW01</subfield><subfield code="p">ZDB-4-EBA</subfield><subfield code="q">FAW_PDA_EBA</subfield><subfield code="x">Aggregator</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=179004</subfield><subfield code="l">FAW02</subfield><subfield code="p">ZDB-4-EBA</subfield><subfield code="q">FAW_PDA_EBA</subfield><subfield code="x">Aggregator</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV043168803 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:19:36Z |
| institution | BVB |
| isbn | 1429455276 1433701243 1586036742 1607502070 9781429455275 9781433701245 9781586036744 9781607502074 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028592994 |
| oclc_num | 228146682 |
| open_access_boolean | |
| owner | DE-1046 DE-1047 |
| owner_facet | DE-1046 DE-1047 |
| physical | 1 Online-Ressource (xxii, 228 p.) |
| psigel | ZDB-4-EBA ZDB-4-EBA FAW_PDA_EBA |
| publishDate | 2006 |
| publishDateSearch | 2006 |
| publishDateSort | 2006 |
| publisher | IOS Press |
| record_format | marc |
| series2 | Frontiers in artificial intelligence and applications |
| 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 |
| subject_GND | (DE-588)4807625-9 (DE-588)4033447-8 (DE-588)4113937-9 |
| 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 |
| url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=179004 |
| work_keys_str_mv | AT kerstingkristian aninductivelogicprogrammingapproachtostatisticalrelationallearning |