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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. Front Matter

    Pages I-XV
  2. MAKE Topology

    1. Front Matter

      Pages 1-1
    2. On Distance Mapping from non-Euclidean Spaces to Euclidean Spaces

      • Wei Ren, Yoan Miche, Ian Oliver, Silke Holtmanns, Kaj-Mikael Bjork, Amaury Lendasse
      Pages 3-13
    3. Decentralized Computation of Homology in Wireless Sensor Networks Using Spanning Trees

      • Domen Šoberl, Neža Mramor Kosta, Primož Škraba
      Pages 25-40
  3. MAKE Smart Factor

    1. Front Matter

      Pages 57-57
    2. Towards a Framework for Assistance Systems to Support Work Processes in Smart Factories

      • Michael Fellmann, Sebastian Robert, Sebastian Büttner, Henrik Mucha, Carsten Röcker
      Pages 59-68
    3. Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction

      • Sebastian Büttner, Paul Wunderlich, Mario Heinz, Oliver Niggemann, Carsten Röcker
      Pages 69-82
    4. Online Self-disclosure: From Users’ Regrets to Instructional Awareness

      • N. E. Díaz Ferreyra, Rene Meis, Maritta Heisel
      Pages 83-102
  4. MAKE Privacy

    1. Front Matter

      Pages 103-103
    2. Decision Tree Rule Induction for Detecting Covert Timing Channels in TCP/IP Traffic

      • Félix Iglesias, Valentin Bernhardt, Robert Annessi, Tanja Zseby
      Pages 105-122
    3. Practical Estimation of Mutual Information on Non-Euclidean Spaces

      • Yoan Miche, Ian Oliver, Wei Ren, Silke Holtmanns, Anton Akusok, Amaury Lendasse
      Pages 123-136
    4. IntelliAV: Toward the Feasibility of Building Intelligent Anti-malware on Android Devices

      • Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto
      Pages 137-154
    5. DO NOT DISTURB? Classifier Behavior on Perturbed Datasets

      • Bernd Malle, Peter Kieseberg, Andreas Holzinger
      Pages 155-173
  5. MAKE VIS

    1. Front Matter

      Pages 189-189
    2. Quantitative Externalization of Visual Data Analysis Results Using Local Regression Models

      • Krešimir Matković, Hrvoje Abraham, Mario Jelović, Helwig Hauser
      Pages 199-218
    3. Analysis of Online User Behaviour for Art and Culture Events

      • Behnam Rahdari, Tahereh Arabghalizi, Marco Brambilla
      Pages 219-236

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