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ECML PKDD 2018 Workshops

DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised Selected Papers

  • Anna Monreale
  • Carlos Alzate
  • Michael Kamp
  • Yamuna Krishnamurthy
  • Daniel Paurat
  • Moamar Sayed-Mouchaweh
  • Albert Bifet
  • João Gama
  • Rita P. Ribeiro
Conference proceedings ECML PKDD 2018

Part of the Communications in Computer and Information Science book series (CCIS, volume 967)

Table of contents

  1. Front Matter
    Pages I-IX
  2. Decentralized Machine Learning on the Edge

    1. Front Matter
      Pages 1-3
    2. Dominik Marek Loroch, Franz-Josef Pfreundt, Norbert Wehn, Janis Keuper
      Pages 5-20
    3. Michael R. Sprague, Amir Jalalirad, Marco Scavuzzo, Catalin Capota, Moritz Neun, Lyman Do et al.
      Pages 21-28
    4. Pedro Strecht, João Mendes-Moreira, Carlos Soares
      Pages 29-36
    5. Linara Adilova, Nathalie Paul, Peter Schlicht
      Pages 37-48
  3. 3rd Workshop on IoT Large Scale Machine Learning from Data Streams

    1. Front Matter
      Pages 49-53
    2. Pieter Robberechts, Maarten Bosteels, Jesse Davis, Wannes Meert
      Pages 55-67
    3. Jakub Zgraja, João Gama, Michał  Woźniak
      Pages 80-90
    4. Bruno Veloso, João Gama, Benedita Malheiro, João Vinagre
      Pages 91-102
    5. Andrey Besedin, Pierre Blanchart, Michel Crucianu, Marin Ferecatu
      Pages 103-112
    6. Koceila Abid, Moamar Sayed Mouchaweh, Laurence Cornez
      Pages 113-125
  4. Back Matter
    Pages 127-127

Other volumes

  1. ECML PKDD 2018 Workshops
    DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised Selected Papers
  2. European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part I
  3. European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part II
  4. European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part III
  5. Nemesis 2018, UrbReas 2018, SoGood 2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September 10-14, 2018, Proceedings

About these proceedings

Introduction

This book constitutes revised selected papers from the workshops DMLE and IoTStream, held at the 18thEuropean Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018.
 
The 8 full papers presented in this volume were carefully reviewed and selected from a total of 12 submissions.

The workshops included are:

DMLE 2018: First Workshop on Decentralized Machine Learning at the Edge

IoTStream 2018: 3rd Workshop on IoT Large Scale Machine Learning from Data Streams


Keywords

artificial intelligence data mining data stream information retrieval wireless telecommunication systems

Editors and affiliations

  1. 1.KDD LabUniversity of PisaPisaItaly
  2. 2.IBM Research - IrelandDublinIreland
  3. 3.University of BonnBonnGermany
  4. 4.Royal Holloway University of LondonEgham UK
  5. 5.Fraunhofer Institute for Intelligent AnaSankt AugustinGermany
  6. 6.Départment Informatique et AutomatiÉcole des Mines de DouaiReimsFrance
  7. 7.ParisTechLTCI, Telecom ParisFrance
  8. 8.Laboratory of Artificial Intelligence and Decision SupportUniversity of PortoPortoPortugal
  9. 9.Laboratory of Artificial Intelligence and Decision SupportUniversity of PortoPortoPortugal

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-14880-5
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-14879-9
  • Online ISBN 978-3-030-14880-5
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site
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