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Latest Advances In Inductive Logic Programming

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Title: Latest Advances In Inductive Logic Programming
Description: 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.
Authors: Stephen Muggleton, Hiroaki Watanabe
Resource Type: eBook.
Subjects: Logic programming, Induction (Logic), Machine learning
Categories: COMPUTERS / Logic Design, COMPUTERS / Machine Theory, COMPUTERS / Artificial Intelligence / Natural Language Processing
Database: eBook Collection (EBSCOhost)
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  – Type: ebook-pdf
  – Type: ebook-epub
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  Availability: 0
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PubType: eBook
PubTypeId: ebook
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  Data: 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.
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  Data: <searchLink fieldCode="AR" term="%22Stephen+Muggleton%22">Stephen Muggleton</searchLink><br /><searchLink fieldCode="AR" term="%22Hiroaki+Watanabe%22">Hiroaki Watanabe</searchLink>
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  Data: <searchLink fieldCode="DE" term="%22Logic+programming%22">Logic programming</searchLink><br /><searchLink fieldCode="DE" term="%22Induction+%28Logic%29%22">Induction (Logic)</searchLink><br /><searchLink fieldCode="DE" term="%22Machine+learning%22">Machine learning</searchLink>
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RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 006.31
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Logic programming
        Type: general
      – SubjectFull: Induction (Logic)
        Type: general
      – SubjectFull: Machine learning
        Type: general
    Titles:
      – TitleFull: Latest Advances In Inductive Logic Programming
        Type: main
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          Name:
            NameFull: Stephen Muggleton
      – PersonEntity:
          Name:
            NameFull: Hiroaki Watanabe
      – PersonEntity:
          Name:
            NameFull: Stephen Muggleton
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          Name:
            NameFull: Hiroaki Watanabe
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2014
            – D: 24
              M: 12
              Type: profile
              Y: 2014
          Identifiers:
            – Type: isbn-print
              Value: 9781783265084
            – Type: isbn-electronic
              Value: 9781783265091
            – Type: isbn-electronic
              Value: 9781783265107
          Titles:
            – TitleFull: Latest Advances In Inductive Logic Programming
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