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Innovations in Intelligent Machines-4

Recent Advances in Knowledge Engineering

  • Book
  • © 2014

Overview

Editors:
  1. Colette Faucher

    1. Ecole Polytechnique Universitaire de Marseille, Aix-Marseille University (AMU), Marseille, France

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    You can also search for this editor in PubMed   Google Scholar

  2. Lakhmi C. Jain

    1. Faculty of Education, Science, Technology & Mathematics, University of Canberra, Canberra, Australia

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    You can also search for this editor in PubMed   Google Scholar

  • Latest research in Natural and Computational Intelligence
  • Presents Natural and Computational Intelligence Paradigms and their applications
  • Written by leading experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 514)

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Table of contents (13 chapters)

  1. Front Matter

    Pages i-xx
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  2. Big Data and Ontologies

    1. Front Matter

      Pages 1-1
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    2. Large Scale Text Mining Approaches for Information Retrieval and Extraction

      • Patrice Bellot, Ludovic Bonnefoy, Vincent Bouvier, Frédéric Duvert, Young-Min Kim
      Pages 3-45

    3. Interestingness Measures for Multi-Level Association Rules

      • Gavin Shaw, Yue Xu, Shlomo Geva
      Pages 47-74

    4. Building a Schistosomiasis Process Ontology for an Epidemiological Monitoring System

      • Gaoussou Camara, Sylvie Despres, Rim Djedidi, Moussa Lo
      Pages 75-99

  3. Knowledge-Based Systems

    1. Front Matter

      Pages 101-101
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    2. A Context-Centered Architecture for Intelligent Assistant Systems

      • Patrick Brézillon
      Pages 103-127

    3. Knowledge Engineering or Digital Humanities?

      • Francis Rousseaux, Pierre Saurel, Jean Petit
      Pages 129-187

    4. Integrating Knowledge Engineering with Knowledge Discovery in Database: TOM4D and TOM4L

      • Laura Pomponio, Marc Le Goc
      Pages 189-231

    5. A CDSS Supporting Clinical Guidelines Integrated and Interoperable Within the Clinical Information System

      • Bruno Frandji, Dipak Kalra, Marie-Christine Jaulent
      Pages 233-255

    6. Applying Semantics and Data Interoperability Principles for Cloud Management Systems

      • J. Martín Serrano-Orozco
      Pages 257-277

    7. Paraconsistent Annotated Logic Programs and Application to Intelligent Verification Systems

      • Kazumi Nakamatsu, Jair M. Abe
      Pages 279-315

  4. Applications

    1. Front Matter

      Pages 317-317
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    2. Fuzzy and Neuro-Symbolic Approaches in Personal Credit Scoring: Assessment of Bank Loan Applicants

      • Ioannis Hatzilygeroudis, Jim Prentzas
      Pages 319-339

    3. Prediction of Long-Term Government Bond Yields Using Statistical and Artificial Intelligence Methods

      • Marco Castellani, Emanuel A. dos Santos
      Pages 341-367

    4. Optimization of Decision Rules Based on Dynamic Programming Approach

      • Beata Zielosko, Igor Chikalov, Mikhail Moshkov, Talha Amin
      Pages 369-392

    5. Relationships Among Various Parameters for Decision Tree Optimization

      • Shahid Hussain
      Pages 393-410

  5. Back Matter

    Pages 411-412
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Keywords

About this book

This research volume is a continuation of our previous volumes on intelligent machine. It is divided into three parts. Part I deals with big data and ontologies. It includes examples related to the text mining, rule mining and ontology. Part II is on knowledge-based systems. It includes context-centered systems, knowledge discovery, interoperability, consistency and systems of systems. The final part is on applications. The applications involve prediction, decision optimization and assessment.

This book is directed to the researchers who wish to explore the field of knowledge engineering further.

Editors and Affiliations

  • Ecole Polytechnique Universitaire de Marseille, Aix-Marseille University (AMU), Marseille, France

    Colette Faucher

  • Faculty of Education, Science, Technology & Mathematics, University of Canberra, Canberra, Australia

    Lakhmi C. Jain

Bibliographic Information

  • Book Title: Innovations in Intelligent Machines-4

  • Book Subtitle: Recent Advances in Knowledge Engineering

  • Editors: Colette Faucher, Lakhmi C. Jain

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-319-01866-9

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Hardcover ISBN: 978-3-319-01865-2Published: 02 December 2013

  • Softcover ISBN: 978-3-319-34989-3Published: 23 August 2016

  • eBook ISBN: 978-3-319-01866-9Published: 18 November 2013

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XX, 412

  • Number of Illustrations: 148 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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