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Machine Learning and Knowledge Extraction

Second IFIP TC 5, TC 8/WG 8.4, 8.9, TC 12/WG 12.9 International Cross-Domain Conference, CD-MAKE 2018, Hamburg, Germany, August 27–30, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Andreas Holzinger

    1. Graz University of Technology, Medical University Graz, Graz, Austria

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  2. Peter Kieseberg

    1. SBA Research, Vienna, Austria

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  3. A Min Tjoa

    1. Vienna University of Technology, Vienna, Austria

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  4. Edgar Weippl

    1. SBA Research, Vienna, Austria

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11015)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: CD-MAKE 2018.

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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 2018, held in Hamburg, Germany, in September 2018.
The 25 revised full papers presented were carefully reviewed and selected from 45 submissions. The papers are clustered under the following topical sections: MAKE-Main Track, MAKE-Text, MAKE-Smart Factory, MAKE-Topology, and MAKE Explainable AI. 

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Keywords

Table of contents (25 papers)

  1. Front Matter

    Pages I-XV
    Download chapter PDF

  2. Current Advances, Trends and Challenges of Machine Learning and Knowledge Extraction: From Machine Learning to Explainable AI

    • Andreas Holzinger, Peter Kieseberg, Edgar Weippl, A Min Tjoa
    Pages 1-8

  3. MAKE-Main Track

    1. Front Matter

      Pages 9-9
      Download chapter PDF

    2. A Modified Particle Swarm Optimization Algorithm for Community Detection in Complex Networks

      • Alireza Abdollahpouri, Shadi Rahimi, Shahnaz Mohammadi Majd, Chiman Salavati
      Pages 11-27

    3. Mouse Tracking Measures and Movement Patterns with Application for Online Surveys

      • Catia Cepeda, Joao Rodrigues, Maria Camila Dias, Diogo Oliveira, Dina Rindlisbacher, Marcus Cheetham et al.
      Pages 28-42

    4. Knowledge Compilation Techniques for Model-Based Diagnosis of Complex Active Systems

      • Gianfranco Lamperti, Marina Zanella, Xiangfu Zhao
      Pages 43-64

    5. Recognition of Handwritten Characters Using Google Fonts and Freeman Chain Codes

      • Alexiei Dingli, Mark Bugeja, Dylan Seychell, Simon Mercieca
      Pages 65-78

    6. An Efficient Approach for Extraction Positive and Negative Association Rules from Big Data

      • Bemarisika Parfait, Ramanantsoa Harrimann, Totohasina André
      Pages 79-97

    7. Field-Reliability Predictions Based on Statistical System Lifecycle Models

      • Lukas Felsberger, Dieter Kranzlmüller, Benjamin Todd
      Pages 98-117

    8. Building a Knowledge Based Summarization System for Text Data Mining

      • Andrey Timofeyev, Ben Choi
      Pages 118-133

    9. Spanish Twitter Data Used as a Source of Information About Consumer Food Choice

      • Luis G. Moreno-Sandoval, Carolina Sánchez-Barriga, Katherine Espíndola Buitrago, Alexandra Pomares-Quimbaya, Juan Carlos Garcia
      Pages 134-146

    10. Feedback Matters! Predicting the Appreciation of Online Articles A Data-Driven Approach

      • Catherine Sotirakou, Panagiotis Germanakos, Andreas Holzinger, Constantinos Mourlas
      Pages 147-159

    11. Creative Intelligence – Automating Car Design Studio with Generative Adversarial Networks (GAN)

      • Sreedhar Radhakrishnan, Varun Bharadwaj, Varun Manjunath, Ramamoorthy Srinath
      Pages 160-175

  4. MAKE-Text

    1. Front Matter

      Pages 177-177
      Download chapter PDF

    2. A Combined CNN and LSTM Model for Arabic Sentiment Analysis

      • Abdulaziz M. Alayba, Vasile Palade, Matthew England, Rahat Iqbal
      Pages 179-191

    3. Between the Lines: Machine Learning for Prediction of Psychological Traits - A Survey

      • Dirk Johannßen, Chris Biemann
      Pages 192-211

    4. LawStats – Large-Scale German Court Decision Evaluation Using Web Service Classifiers

      • Eugen Ruppert, Dirk Hartung, Phillip Sittig, Tjorben Gschwander, Lennart Rönneburg, Tobias Killing et al.
      Pages 212-222

    5. Clinical Text Mining for Context Sequences Identification

      • Svetla Boytcheva
      Pages 223-236

  5. MAKE-Smart Factory

    1. Front Matter

      Pages 237-237
      Download chapter PDF

    2. A Multi-device Assistive System for Industrial Maintenance Operations

      • Mario Heinz, Hitesh Dhiman, Carsten Röcker
      Pages 239-247
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Other volumes

  1. Machine Learning and Knowledge Extraction

Editors and Affiliations

  • Graz University of Technology, Medical University Graz, Graz, Austria

    Andreas Holzinger

  • SBA Research, Vienna, Austria

    Peter Kieseberg, Edgar Weippl

  • Vienna University of Technology, Vienna, Austria

    A Min Tjoa

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