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Big Data Analytics and Knowledge Discovery

17th International Conference, DaWaK 2015, Valencia, Spain, September 1-4, 2015, Proceedings

  • Sanjay Madria
  • Takahiro Hara

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9263)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 9263)

Table of contents

  1. Front Matter
    Pages I-XIII
  2. Similarity Measure and Clustering

    1. Front Matter
      Pages 1-1
    2. Farid Alborzi, Rada Chirkova, Jon Doyle, Yahya Fathi
      Pages 3-14
    3. Emin Aksehirli, Bart Goethals, Emmanuel Müller
      Pages 15-27
    4. Mohammad Abdullatif, Yun Sing Koh, Gillian Dobbie
      Pages 28-39
  3. Data Mining

    1. Front Matter
      Pages 41-41
    2. Carson Kai-Sang Leung, Richard Kyle MacKinnon
      Pages 57-69
    3. Junqiang Liu, Jiuyong Li, Shijian Xu, Benjamin C.M. Fung
      Pages 70-81
    4. Claudio Lucchese, Salvatore Orlando, Raffaele Perego
      Pages 82-94
    5. Fatimah B. Abdullahi, Frans Coenen, Russell Martin
      Pages 95-107
    6. Ling Luo, Wei Liu, Irena Koprinska, Fang Chen
      Pages 108-120
  4. Social Computing

    1. Front Matter
      Pages 121-121
    2. Nantia Makrynioti, Vasilis Vassalos
      Pages 136-148
    3. Jayendra Barua, Dhaval Patel, Vikram Goyal
      Pages 149-162
  5. Heterogeneous Networks and Data

    1. Front Matter
      Pages 163-163
    2. Mukul Gupta, Pradeep Kumar, Bharat Bhasker
      Pages 165-177
    3. Yinuo Zhang, Anand Panangadan, Viktor K. Prasanna
      Pages 178-189
    4. Claudia Diamantini, Domenico Potena, Emanuele Storti
      Pages 190-202
  6. Data Warehouses

    1. Front Matter
      Pages 203-203
    2. Juarez A. P. Sacenti, Fabio Salvini, Renato Fileto, Alessandra Raffaetà, Alessandro Roncato
      Pages 205-216
    3. Weiping Qu, Vinanthi Basavaraj, Sahana Shankar, Stefan Dessloch
      Pages 217-228
    4. Amine Roukh, Ladjel Bellatreche
      Pages 229-242
    5. Pedro Furtado, Sergi Nadal, Veronika Peralta, Mahfoud Djedaini, Nicolas Labroche, Patrick Marcel
      Pages 243-254
  7. Stream Processing

    1. Front Matter
      Pages 255-255
    2. Aaron Bostrom, Anthony Bagnall
      Pages 257-269
    3. Katie Atkinson, Frans Coenen, Phil Goddard, Terry Payne, Luke Riley
      Pages 283-295
    4. Alfredo Cuzzocrea, Mohamed Medhat Gaber, Ary Mazharuddin Shiddiqi
      Pages 296-309
    5. Yuzhi Liang, Pengcheng Yin, S. M. Yiu
      Pages 310-321
  8. Applications of Big Data Analysis

    1. Front Matter
      Pages 323-323
    2. Thomas Zinner, Florian Lemmerich, Susanna Schwarzmann, Matthias Hirth, Peter Karg, Andreas Hotho
      Pages 325-336
    3. Despoina Chatzakou, Nikolaos Passalis, Athena Vakali
      Pages 337-350
    4. Fernando Terroso-Saenz, Mercedes Valdes-Vela, Antonio F. Skarmeta-Gomez
      Pages 351-362
  9. Big Data

    1. Front Matter
      Pages 363-363
    2. Soumyava Das, Sharma Chakravarthy
      Pages 365-378
    3. M. Chevalier, M. El Malki, A. Kopliku, O. Teste, R. Tournier
      Pages 379-390
    4. Nazmiye Ceren Abay, Alev Mutlu, Pinar Karagoz
      Pages 391-402
    5. Farid Alborzi, Rada Chirkova, Ting Yu
      Pages 403-415
  10. Back Matter
    Pages 417-418

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 17th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2015, held in Valencia, Spain, September 2015.

The 31 revised full papers presented were carefully reviewed and selected from 90 submissions. The papers are organized in topical sections similarity measure and clustering; data mining; social computing; heterogeneos networks and data; data warehouses; stream processing; applications of big data analysis; and big data.

Keywords

Analytics Big data Cloud Clustering Data mining Data science High influence patterns Information leakage Knowledge discovery Linked Open Data (LOD) OLAP Privacy Query rewriting Security Semantic Web Social network Streaming data Text analysis Unsupervised learning Wireless sensor networks

Editors and affiliations

  • Sanjay Madria
    • 1
  • Takahiro Hara
    • 2
  1. 1.University of Science and TechnologyRollaUSA
  2. 2.Osaka UniversityOsakaJapan

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-22729-0
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-22728-3
  • Online ISBN 978-3-319-22729-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site