Latest advances in inductive logic programming:
This book represents a selection of papers presented at the Inductive Logic Programming (ILP) workshop held at Cumberland Lodge, Great Windsor Park. The collection marks two decades since the first ILP workshop in 1991. During this period the area has developed into the main forum for work on logic-...
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
London
Imperial College Press
c2015
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| Online-Zugang: | FHN01 Volltext |
| Zusammenfassung: | This book represents a selection of papers presented at the Inductive Logic Programming (ILP) workshop held at Cumberland Lodge, Great Windsor Park. The collection marks two decades since the first ILP workshop in 1991. During this period the area has developed into the main forum for work on logic-based machine learning. The chapters cover a wide variety of topics, ranging from theory and ILP implementations to state-of-the-art applications in real-world domains. The international contributors represent leaders in the field from prestigious institutions in Europe, North America and Asia.Graduate students and researchers in this field will find this book highly useful as it provides an up-to-date insight into the key sub-areas of implementation and theory of ILP. For academics and researchers in the field of artificial intelligence and natural sciences, the book demonstrates how ILP is being used in areas as diverse as the learning of game strategies, robotics, natural language understanding, query search, drug design and protein modelling |
| Beschreibung: | xvi, 247 p. ill. (some col.) |
| ISBN: | 9781783265091 |
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| spelling | Muggleton, Stephen Verfasser aut Latest advances in inductive logic programming Stephen H. Muggleton & Hiroaki Watanabe London Imperial College Press c2015 xvi, 247 p. ill. (some col.) txt rdacontent c rdamedia cr rdacarrier This book represents a selection of papers presented at the Inductive Logic Programming (ILP) workshop held at Cumberland Lodge, Great Windsor Park. The collection marks two decades since the first ILP workshop in 1991. During this period the area has developed into the main forum for work on logic-based machine learning. The chapters cover a wide variety of topics, ranging from theory and ILP implementations to state-of-the-art applications in real-world domains. The international contributors represent leaders in the field from prestigious institutions in Europe, North America and Asia.Graduate students and researchers in this field will find this book highly useful as it provides an up-to-date insight into the key sub-areas of implementation and theory of ILP. For academics and researchers in the field of artificial intelligence and natural sciences, the book demonstrates how ILP is being used in areas as diverse as the learning of game strategies, robotics, natural language understanding, query search, drug design and protein modelling Logic programming Induction (Logic) Machine learning Induktion (DE-588)4026765-9 gnd rswk-swf Induktive logische Programmierung (DE-588)4807625-9 gnd rswk-swf Programmierung (DE-588)4076370-5 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content 2\p (DE-588)1071861417 Konferenzschrift 2011 Cumberland Lodge, Great Windsor Park gnd-content 3\p (DE-588)1071861417 Konferenzschrift 2011 Cumberland Lodge, Windsor, UK gnd-content Induktion (DE-588)4026765-9 s Programmierung (DE-588)4076370-5 s 4\p DE-604 Induktive logische Programmierung (DE-588)4807625-9 s DE-604 Watanabe, Hiroaki 1969- Sonstige oth Erscheint auch als Druck-Ausgabe 9781783265084 http://www.worldscientific.com/worldscibooks/10.1142/p954#t=toc Verlag URL des Erstveroeffentlichers 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 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Muggleton, Stephen Latest advances in inductive logic programming Logic programming Induction (Logic) Machine learning Induktion (DE-588)4026765-9 gnd Induktive logische Programmierung (DE-588)4807625-9 gnd Programmierung (DE-588)4076370-5 gnd |
| subject_GND | (DE-588)4026765-9 (DE-588)4807625-9 (DE-588)4076370-5 (DE-588)4143413-4 (DE-588)1071861417 |
| title | Latest advances in inductive logic programming |
| title_auth | Latest advances in inductive logic programming |
| title_exact_search | Latest advances in inductive logic programming |
| title_full | Latest advances in inductive logic programming Stephen H. Muggleton & Hiroaki Watanabe |
| title_fullStr | Latest advances in inductive logic programming Stephen H. Muggleton & Hiroaki Watanabe |
| title_full_unstemmed | Latest advances in inductive logic programming Stephen H. Muggleton & Hiroaki Watanabe |
| title_short | Latest advances in inductive logic programming |
| title_sort | latest advances in inductive logic programming |
| topic | Logic programming Induction (Logic) Machine learning Induktion (DE-588)4026765-9 gnd Induktive logische Programmierung (DE-588)4807625-9 gnd Programmierung (DE-588)4076370-5 gnd |
| topic_facet | Logic programming Induction (Logic) Machine learning Induktion Induktive logische Programmierung Programmierung Aufsatzsammlung Konferenzschrift 2011 Cumberland Lodge, Great Windsor Park Konferenzschrift 2011 Cumberland Lodge, Windsor, UK |
| url | http://www.worldscientific.com/worldscibooks/10.1142/p954#t=toc |
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