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© 2020

Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I

  • Ulf Brefeld
  • Elisa Fromont
  • Andreas Hotho
  • Arno Knobbe
  • Marloes Maathuis
  • Céline Robardet
Conference proceedings ECML PKDD 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11906)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11906)

Table of contents

  1. Front Matter
    Pages i-xlvi
  2. Pattern Mining

    1. Front Matter
      Pages 1-1
    2. Adnene Belfodil, Wouter Duivesteijn, Marc Plantevit, Sylvie Cazalens, Philippe Lamarre
      Pages 3-20
    3. Florian Seiffarth, Tamás Horváth, Stefan Wrobel
      Pages 21-37
    4. Jonas Fischer, Jilles Vreeken
      Pages 38-54
  3. Clustering, Anomaly and Outlier Detection, and Autoencoders

    1. Front Matter
      Pages 55-55
    2. Hongjing Zhang, Sugato Basu, Ian Davidson
      Pages 57-72
    3. Silvio Lattanzi, Thomas Lavastida, Kefu Lu, Benjamin Moseley
      Pages 73-89
    4. Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Shanika Karunasekera
      Pages 90-106
    5. Dmitry Kobak, George Linderman, Stefan Steinerberger, Yuval Kluger, Philipp Berens
      Pages 124-139 Open Access
    6. Luce le Gorrec, Sandrine Mouysset, Iain S. Duff, Philip A. Knight, Daniel Ruiz
      Pages 140-155
    7. Wenjie Feng, Shenghua Liu, Xueqi Cheng
      Pages 156-172
    8. Sungjin Im, Mahshid Montazer Qaem
      Pages 173-188
    9. Riccardo Guidotti, Anna Monreale, Stan Matwin, Dino Pedreschi
      Pages 189-205
    10. Laura Beggel, Michael Pfeiffer, Bernd Bischl
      Pages 206-222
    11. Len Feremans, Vincent Vercruyssen, Boris Cule, Wannes Meert, Bart Goethals
      Pages 240-256

Other volumes

  1. International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I
  2. International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part II
  3. Machine Learning and Knowledge Discovery in Databases
    European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I
  4. European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part II
  5. European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part III

About these proceedings

Introduction

Chapter "Heavy-tailed Kernels Reveal a Finer Cluster Structure in t-SNE Visualisations" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Keywords

artificial intelligence classification computer networks computer systems computer vision data mining data security Human-Computer Interaction (HCI) image analysis image processing image reconstruction information retrieval machine learning network protocols neural networks signal processing telecommunication systems theoretical computer science wireless telecommunication systems

Editors and affiliations

  1. 1.Leuphana UniversityLüneburgGermany
  2. 2.IRISA/InriaRennesFrance
  3. 3.University of WürzburgWürzburgGermany
  4. 4.Leiden UniversityLeidenThe Netherlands
  5. 5.ETH ZurichZurichSwitzerland
  6. 6.Institut National des Sciences AppliquéesVilleurbanneFrance

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