Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III

  • Bettina Berendt
  • Björn Bringmann
  • Élisa Fromont
  • Gemma Garriga
  • Pauli Miettinen
  • Nikolaj Tatti
  • Volker Tresp
Conference proceedings ECML PKDD 2016

DOI: 10.1007/978-3-319-46131-1

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9853)

Table of contents

  1. Front Matter
    Pages I-XXII
  2. Demo Track Contributions

    1. Front Matter
      Pages 1-1
    2. Bo Kang, Kai Puolamäki, Jefrey Lijffijt, Tijl De Bie
      Pages 3-7
    3. Markus Mauder, Yulia Bobkova, Eirini Ntoutsi
      Pages 8-11
    4. Ricardo Cachucho, Kaihua Liu, Siegfried Nijssen, Arno Knobbe
      Pages 12-16
    5. Guillaume Bosc, Marc Plantevit, Jean-François Boulicaut, Moustafa Bensafi, Mehdi Kaytoue
      Pages 17-21
    6. Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis et al.
      Pages 22-26
    7. Gennady Andrienko, Natalia Andrienko, Guido Budziak, Tatiana von Landesberger, Hendrik Weber
      Pages 27-31
    8. Natalia Andrienko, Gennady Andrienko, Salvatore Rinzivillo
      Pages 32-35
    9. Philippe Fournier-Viger, Jerry Chun-Wei Lin, Antonio Gomariz, Ted Gueniche, Azadeh Soltani, Zhihong Deng et al.
      Pages 36-40
    10. Oualid Benyahia, Christine Largeron, Baptiste Jeudy, Osmar R. Zaïane
      Pages 41-44
    11. Gevorg Poghosyan, M. Atif Qureshi, Georgiana Ifrim
      Pages 45-49
    12. Mario Cataldi, Luigi Di Caro, Claudio Schifanella
      Pages 50-54
    13. Leonor Becerra-Bonache, Hendrik Blockeel, Maria Galván, François Jacquenet
      Pages 55-58
    14. Nicolas Médoc, Mohammad Ghoniem, Mohamed Nadif
      Pages 59-62
    15. Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Rémi Andreoli
      Pages 63-66
    16. Alexander Nieuwenhuijse, Jorn Bakker, Mykola Pechenizkiy
      Pages 67-70
  3. Industrial Track Contributions

    1. Front Matter
      Pages 77-77

Other volumes

  1. European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part I
  2. European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part II
  3. Machine Learning and Knowledge Discovery in Databases
    European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III

About these proceedings

Introduction

The three volume set LNAI 9851, LNAI 9852, and LNAI 9853 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, held in Riva del Garda, Italy, in September 2016. The 123 full papers and 16 short papers presented  were carefully reviewed and selected from a total of 460 submissions. The papers presented focus on practical and real-world studies of machine learning, knowledge discovery, data mining; innovative prototype implementations or mature systems that use machine learning techniques and knowledge discovery processes in a real setting; recent advances at the frontier of machine learning and data mining with other disciplines. Part I and Part II of the proceedings contain the full papers of the contributions presented in the scientific track and abstracts of the scientific plenary talks. Part III contains the full papers of the contributions presented in the industrial track, short papers describing demonstration, the nectar papers, and the abstracts of the industrial plenary talks.

Keywords

big data data mining information systems machine learning statistical methods applications artificial intelligence classification clustering enterprise applications graph mining large scale learning learning paradigms pattern mining probabilistic methods recommender systems sequence mining social media analysis supervised learning unsupervised learning

Editors and affiliations

  • Bettina Berendt
    • 1
  • Björn Bringmann
    • 2
  • Élisa Fromont
    • 3
  • Gemma Garriga
    • 4
  • Pauli Miettinen
    • 5
  • Nikolaj Tatti
    • 6
  • Volker Tresp
    • 7
  1. 1.Department of Computer ScienceKU LeuvenLeuvenBelgium
  2. 2.Deloitte GmbHMünchenGermany
  3. 3.Laboratoire Hubert CurienJean Monnet UniversitySaint-EtienneFrance
  4. 4.Allianz SEMunichGermany
  5. 5.Max-Planck-Institute for InformaticsSaarbrückenGermany
  6. 6.Aalto University School of ScienceEspooFinland
  7. 7.Siemens AG & Lud. Max. Univ. of MunichMunichGermany

Bibliographic information

  • Copyright Information Springer International Publishing AG 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-46130-4
  • Online ISBN 978-3-319-46131-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349