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  • Conference proceedings
  • © 2017

Machine Learning and Knowledge Extraction

First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings

Conference proceedings info: CD-MAKE 2017.

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Table of contents (24 papers)

  1. MAKE VIS

    1. On Joint Representation Learning of Network Structure and Document Content

      • Jörg Schlötterer, Christin Seifert, Michael Granitzer
      Pages 237-251
  2. MAKE AAL

    1. Front Matter

      Pages 253-253
    2. Ambient Assisted Living Technologies from the Perspectives of Older People and Professionals

      • Deepika Singh, Johannes Kropf, Sten Hanke, Andreas Holzinger
      Pages 255-266
    3. Human Activity Recognition Using Recurrent Neural Networks

      • Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist et al.
      Pages 267-274
    4. Modeling Golf Player Skill Using Machine Learning

      • Rikard König, Ulf Johansson, Maria Riveiro, Peter Brattberg
      Pages 275-294
    5. Predicting Chronic Heart Failure Using Diagnoses Graphs

      • Saurabh Nagrecha, Pamela Bilo Thomas, Keith Feldman, Nitesh V. Chawla
      Pages 295-312
  3. MAKE Semantics

    1. Front Matter

      Pages 313-313
    2. A Declarative Semantics for P2P Systems

      • Luciano Caroprese, Ester Zumpano
      Pages 315-329
    3. Improving Language-Dependent Named Entity Detection

      • Gerald Petz, Werner Wetzlinger, Dietmar Nedbal
      Pages 330-345
    4. The More the Merrier - Federated Learning from Local Sphere Recommendations

      • Bernd Malle, Nicola Giuliani, Peter Kieseberg, Andreas Holzinger
      Pages 367-373
  4. Back Matter

    Pages 375-376

Other Volumes

  1. Machine Learning and Knowledge Extraction

About this book

This book constitutes the refereed proceedings of the IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference for Machine Learning and Knowledge Extraction, CD-MAKE 2017, held in Reggio, Italy, in August/September 2017.

The 24 revised full papers presented were carefully reviewed and selected for inclusion in this volume. The papers deal with fundamental questions and theoretical aspects and cover a wide range of topics in the field of machine learning and knowledge extraction. They are organized in the following topical sections: MAKE topology; MAKE smart factory; MAKE privacy; MAKE VIS; MAKE AAL; and MAKE semantics.

Editors and Affiliations

  • Medical University Graz, Graz, Austria

    Andreas Holzinger

  • SBA Research, Vienna, Austria

    Peter Kieseberg, Edgar Weippl

  • Vienna University of Technology, Vienna, Austria

    A Min Tjoa

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access