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Machine Learning and Knowledge Discovery in Databases

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

  • Paolo Frasconi
  • Niels Landwehr
  • Giuseppe Manco
  • Jilles Vreeken

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9852)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 9852)

Table of contents

  1. Front Matter
    Pages I-XXVIII
  2. Takoua Kefi, Riadh Ksantini, Mohamed Bécha Kaâniche, Adel Bouhoula
    Pages 17-32
  3. Michelangelo Diligenti, Marco Gori, Vincenzo Scoca
    Pages 33-46
  4. Matt Revelle, Carlotta Domeniconi, Aditya Johri
    Pages 47-62
  5. Shigeyuki Odashima, Miwa Ueki, Naoyuki Sawasaki
    Pages 63-78
  6. Tian Guo, Konstantin Kutzkov, Mohamed Ahmed, Jean-Paul Calbimonte, Karl Aberer
    Pages 79-95
  7. Ali Pesaranghader, Herna L. Viktor
    Pages 96-111
  8. Jean Paul Barddal, Heitor Murilo Gomes, Fabrício Enembreck, Bernhard Pfahringer, Albert Bifet
    Pages 129-144
  9. Duc-Trong Le, Yuan Fang, Hady W. Lauw
    Pages 145-161
  10. Lida Rashidi, Andrey Kan, James Bailey, Jeffrey Chan, Christopher Leckie, Wei Liu et al.
    Pages 162-178
  11. Tim Leathart, Bernhard Pfahringer, Eibe Frank
    Pages 179-194
  12. Subhabrata Mukherjee, Sourav Dutta, Gerhard Weikum
    Pages 195-213
  13. Kai Puolamäki, Bo Kang, Jefrey Lijffijt, Tijl De Bie
    Pages 214-229
  14. Masamichi Shimosaka, Takeshi Tsukiji, Shoji Tominaga, Kota Tsubouchi
    Pages 230-246
  15. Senzhang Wang, Fengxiang Li, Leon Stenneth, Philip S. Yu
    Pages 247-264
  16. Simon Bourigault, Sylvain Lamprier, Patrick Gallinari
    Pages 265-281
  17. Thibault Gisselbrecht, Sylvain Lamprier, Patrick Gallinari
    Pages 282-298
  18. John O. R. Aoga, Tias Guns, Pierre Schaus
    Pages 315-330
  19. Lei Hou, Juanzi Li, Xiao-Li Li, Jianbin Jin
    Pages 331-346
  20. Jon Parkinson, Ubai Sandouk, Ke Chen
    Pages 347-360
  21. Ruifei Cui, Perry Groot, Tom Heskes
    Pages 377-392
  22. Tiago Cunha, Carlos Soares, André C. P. L. F. de Carvalho
    Pages 393-409
  23. Jaroslav Fowkes, Charles Sutton
    Pages 410-425
  24. Sarah Nogueira, Gavin Brown
    Pages 442-457
  25. Yitong Li, Chuan Shi, Huidong Zhao, Fuzhen Zhuang, Bin Wu
    Pages 458-474
  26. Jordi Grau-Moya, Felix Leibfried, Tim Genewein, Daniel A. Braun
    Pages 475-491
  27. Hao Song, Meelis Kull, Peter Flach, Georgios Kalogridis
    Pages 492-510
  28. Krzysztof Dembczyński, Wojciech Kotłowski, Willem Waegeman, Róbert Busa-Fekete, Eyke Hüllermeier
    Pages 511-526
  29. Phillip Odom, Sriraam Natarajan
    Pages 527-542
  30. Daniel J. Perry, Ross T. Whitaker
    Pages 543-558
  31. Michèle Sebag, Riad Akrour, Basile Mayeur, Marc Schoenauer
    Pages 559-575
  32. Sanjar Karaev, Pauli Miettinen
    Pages 576-592
  33. Andrea Visentin, Steven Prestwich, S. Armagan Tarim
    Pages 593-605
  34. Ludovic Dos Santos, Benjamin Piwowarski, Patrick Gallinari
    Pages 606-622
  35. Hugo Gualdron, Robson Cordeiro, Jose Rodrigues Jr., Duen Horng (Polo) Chau, Minsuk Kahng, U. Kang
    Pages 623-640
  36. Aniket Chakrabarti, Bortik Bandyopadhyay, Srinivasan Parthasarathy
    Pages 641-656
  37. John Moeller, Vivek Srikumar, Sarathkrishna Swaminathan, Suresh Venkatasubramanian, Dustin Webb
    Pages 657-673
  38. Polina Rozenshtein, Aristides Gionis
    Pages 674-689
  39. Han Xiao, Polina Rozenshtein, Aristides Gionis
    Pages 690-705
  40. Seungwhan Moon, Jaime Carbonell
    Pages 706-721
  41. Roberto C. S. N. P. Souza, Renato M. Assunção, Derick M. de Oliveira, Denise E. F. de Brito, Wagner Meira Jr.
    Pages 739-755
  42. Vitalik Melnikov, Eyke Hüllermeier
    Pages 756-771
  43. Gang Chen, Ran Xu, Sargur N. Srihari
    Pages 772-788
  44. Naruemon Pratanwanich, Pietro Lió, Oliver Stegle
    Pages 789-804

Other volumes

  1. European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part I
  2. Machine Learning and Knowledge Discovery in Databases
    European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part II
  3. 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 system machine learning statistical methods applications artificial intelligence classification clustering enterprise applications graph mining large scale learning learning paradigms pattern mining probabilistic models recommender systems sequence mining social media analysis supervised learning unsupervised learning

Editors and affiliations

  • Paolo Frasconi
    • 1
  • Niels Landwehr
    • 2
  • Giuseppe Manco
    • 3
  • Jilles Vreeken
    • 4
  1. 1.Università degli Studi di FirenzeFirenzeItaly
  2. 2.Computer ScienceUniversity of PotsdamPotsdamGermany
  3. 3.High Performance Computing and NetworksRendeItaly
  4. 4.MPI for InformaticsSaarland UniversitySaarbrückenGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-46227-1
  • Copyright Information Springer International Publishing AG 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-46226-4
  • Online ISBN 978-3-319-46227-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site