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Machine Learning and Knowledge Discovery in Databases

European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I

  • José Luis Balcázar
  • Francesco Bonchi
  • Aristides Gionis
  • Michèle Sebag
Conference proceedings ECML PKDD 2010

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6321)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 6321)

Table of contents

  1. Front Matter
  2. Invited Talks (Abstracts)

  3. Regular Papers

    1. Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati
      Pages 7-23
    2. Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven Hoi
      Pages 24-39
    3. Josh Attenberg, Prem Melville, Foster Provost
      Pages 40-55
    4. Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri
      Pages 56-71
    5. Cécile Barat, Christophe Ducottet, Elisa Fromont, Anne-Claire Legrand, Marc Sebban
      Pages 72-86
    6. Eva Besada-Portas, Sergey M. Plis, Jesus M. de la Cruz, Terran Lane
      Pages 119-134
    7. Albert Bifet, Geoff Holmes, Bernhard Pfahringer
      Pages 135-150
    8. Christian Böhm, Frank Fiedler, Annahita Oswald, Claudia Plant, Bianca Wackersreuther, Peter Wackersreuther
      Pages 151-167
    9. Ilaria Bordino, Debora Donato, Ricardo Baeza-Yates
      Pages 168-183
    10. J. Carmona, J. Cortadella
      Pages 184-199
    11. Pablo Samuel Castro, Doina Precup
      Pages 200-214
    12. Weiwei Cheng, Michaël Rademaker, Bernard De Baets, Eyke Hüllermeier
      Pages 215-230
    13. Chun-Wei Seah, Ivor W. Tsang, Yew-Soon Ong, Kee-Khoon Lee
      Pages 231-247
    14. Stéphan Clémençon, Jérémie Jakubowicz
      Pages 248-263
    15. Somayeh Danafar, Arthur Gretton, Jürgen Schmidhuber
      Pages 264-279
    16. Krzysztof Dembczyński, Willem Waegeman, Weiwei Cheng, Eyke Hüllermeier
      Pages 280-295
    17. Dotan Di Castro, Shie Mannor
      Pages 312-327
    18. Tom Diethe, David Roi Hardoon, John Shawe-Taylor
      Pages 328-343
    19. Janardhan Rao Doppa, Jun Yu, Prasad Tadepalli, Lise Getoor
      Pages 344-360
    20. Wenjun Dou, Guang Dai, Congfu Xu, Zhihua Zhang
      Pages 361-376
    21. Jun Du, Charles X. Ling
      Pages 377-392
    22. Nan Du, Hao Wang, Christos Faloutsos
      Pages 393-408
    23. Avinava Dubey, Indrajit Bhattacharya, Shantanu Godbole
      Pages 409-424
    24. Frank Eichinger, Klaus Krogmann, Roland Klug, Klemens Böhm
      Pages 425-441
    25. Nicola Fanizzi, Claudia d’Amato, Floriana Esposito
      Pages 442-457
    26. Blaise Hanczar, Mohamed Nadif
      Pages 490-505
    27. José Miguel Hernández-Lobato, Tjeerd M. H. Dijkstra
      Pages 506-521
    28. Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Thibault Helleputte, Pierre Dupont
      Pages 522-537
    29. Ilkka Huopaniemi, Tommi Suvitaival, Matej Orešič, Samuel Kaski
      Pages 538-553
    30. Zakria Hussain, Alex P. Leung, Kitsuchart Pasupa, David R. Hardoon, Peter Auer, John Shawe-Taylor
      Pages 554-569
    31. Ming Ji, Yizhou Sun, Marina Danilevsky, Jiawei Han, Jing Gao
      Pages 570-586
    32. Xiaoqian Jiang, Bing Dong, Latanya Sweeney
      Pages 587-600
  4. Back Matter

Other volumes

  1. Machine Learning and Knowledge Discovery in Databases
    European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I
  2. European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part II
  3. European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III

About these proceedings

Keywords

bio-informatics classification clustering data analysis data mining dimensionality reduction information retrieval knowledge knowledge discovery learning machine learning multi-agent systems semantic web social networks web mining

Editors and affiliations

  • José Luis Balcázar
    • 1
  • Francesco Bonchi
    • 2
  • Aristides Gionis
    • 3
  • Michèle Sebag
    • 4
  1. 1.Departamento de Matemáticas, Estadística y ComputaciónUniversidad de CantabriaSantanderSpain
  2. 2.Yahoo! Research BarcelonaBarcelonaSpain
  3. 3.Yahoo! Research BarcelonaBarcelonaSpain
  4. 4.TAO, CNRS-INRIA-LRI, Université Paris-SudOrsayFrance

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-15880-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 2010
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-15879-7
  • Online ISBN 978-3-642-15880-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site