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© 2019

Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part III

  • Ulf Brefeld
  • Edward Curry
  • Elizabeth Daly
  • Brian MacNamee
  • Alice Marascu
  • Fabio Pinelli
  • Michele Berlingerio
  • Neil Hurley
Conference proceedings ECML PKDD 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11053)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11053)

Table of contents

  1. Front Matter
    Pages I-XXXI
  2. ADS Data Science Applications

    1. Front Matter
      Pages 1-1
    2. Muhao Chen, Changping Meng, Gang Huang, Carlo Zaniolo
      Pages 3-19
    3. Ermal Toto, Brendan J. Foley, Elke A. Rundensteiner
      Pages 37-52
    4. Yu-Ju Lee, David Hall, Jebb Stewart, Mark Govett
      Pages 53-68
    5. Hau Chan, Eric Rice, Phebe Vayanos, Milind Tambe, Matthew Morton
      Pages 69-85
  3. ADS E-commerce

    1. Front Matter
      Pages 103-103
    2. Hua-Lin He, Chun-Xiang Pan, Qing Da, An-Xiang Zeng
      Pages 105-119
    3. Frank Z. Xing, Erik Cambria, Lorenzo Malandri, Carlo Vercellis
      Pages 120-135
    4. Yuan Xia, Jingbo Zhou, Jingjia Cao, Yanyan Li, Fei Gao, Kun Liu et al.
      Pages 136-151
    5. Georg L. Grob, Ângelo Cardoso, C. H. Bryan Liu, Duncan A. Little, Benjamin Paul Chamberlain
      Pages 152-168
    6. Wen-Haw Chong, Ee-Peng Lim
      Pages 169-185
    7. Yan Yan, Zitao Liu, Meng Zhao, Wentao Guo, Weipeng P. Yan, Yongjun Bao
      Pages 186-201
  4. ADS Engineering and Design

    1. Front Matter
      Pages 203-203
    2. Riccardo Guidotti, Jacopo Soldani, Davide Neri, Antonio Brogi, Dino Pedreschi
      Pages 205-221
    3. Haytham Assem, Bora Caglayan, Teodora Sandra Buda, Declan O’Sullivan
      Pages 222-237
    4. Sunil Srinivasa, Girish Kathalagiri, Julu Subramanyam Varanasi, Luis Carlos Quintela, Mohamad Charafeddine, Chi-Hoon Lee
      Pages 238-253
    5. Luca Erculiani, Paolo Dragone, Stefano Teso, Andrea Passerini
      Pages 254-270

Other volumes

  1. 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. Machine Learning and Knowledge Discovery in Databases
    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

The three volume proceedings LNAI 11051 – 11053 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, held in Dublin, Ireland, in September 2018. 

The total of 131 regular papers presented in part I and part II was carefully reviewed and selected from 535 submissions; there are 52 papers in the applied data science, nectar and demo track. 

The contributions were organized in topical sections named as follows:
Part I: adversarial learning; anomaly and outlier detection; applications; classification; clustering and unsupervised learning; deep learning; ensemble methods; and evaluation.
Part II: graphs; kernel methods; learning paradigms; matrix and tensor analysis; online and active learning; pattern and sequence mining; probabilistic models and statistical methods; recommender systems; and transfer learning.
Part III: ADS data science applications; ADS e-commerce; ADS engineering and design; ADS financial and security; ADS health; ADS sensing and positioning; nectar track; and demo track.

Keywords

artificial intelligence bayesian networks classification data mining Human-Computer Interaction (HCI) internet learning algorithms machine learning natural language processing systems neural networks semantics sensor sensors signal processing social networks ubiquitous computing user interfaces wireless networks wireless telecommunication systems World Wide Web

Editors and affiliations

  1. 1.Leuphana UniversityLüneburgGermany
  2. 2.National University of IrelandGalwayIreland
  3. 3.IBM Research - IrelandDublinIreland
  4. 4.University College DublinDublinIreland
  5. 5.Nokia (Ireland)DublinIreland
  6. 6.VodafoneMilanItaly
  7. 7.IBM Research - IrelandDublinIreland
  8. 8.University College DublinDublinIreland

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