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  • © 2016

Big Data Analytics and Knowledge Discovery

18th International Conference, DaWaK 2016, Porto, Portugal, September 6-8, 2016, Proceedings

Conference proceedings info: DaWaK 2016.

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Table of contents (25 papers)

  1. Front Matter

    Pages I-XIII
  2. Mining Big Data I

    1. Front Matter

      Pages 1-1
    2. Mining Recent High-Utility Patterns from Temporal Databases with Time-Sensitive Constraint

      • Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao
      Pages 3-18
    3. TopPI: An Efficient Algorithm for Item-Centric Mining

      • Martin Kirchgessner, Vincent Leroy, Alexandre Termier, Sihem Amer-Yahia, Marie-Christine Rousset
      Pages 19-33
    4. A Rough Connectedness Algorithm for Mining Communities in Complex Networks

      • Samrat Gupta, Pradeep Kumar, Bharat Bhasker
      Pages 34-48
  3. Mining Big Data II

    1. Front Matter

      Pages 97-97
    2. Mining Data Streams with Dynamic Confidence Intervals

      • Daniel Trabold, Tamás Horváth
      Pages 99-113
    3. Evaluating Top-K Approximate Patterns via Text Clustering

      • Claudio Lucchese, Salvatore Orlando, Raffaele Perego
      Pages 114-127
    4. A Heuristic Approach for On-line Discovery of Unidentified Spatial Clusters from Grid-Based Streaming Algorithms

      • Marcos Roriz Junior, Markus Endler, Marco A. Casanova, Hélio Lopes, Francisco Silva e Silva
      Pages 128-142
  4. Applications of Big Data Mining II

    1. Front Matter

      Pages 161-161
    2. Online Anomaly Energy Consumption Detection Using Lambda Architecture

      • Xiufeng Liu, Nadeem Iftikhar, Per Sieverts Nielsen, Alfred Heller
      Pages 193-209
  5. Big Data Indexing and Searching

    1. Front Matter

      Pages 211-211
    2. Large Scale Indexing and Searching Deep Convolutional Neural Network Features

      • Giuseppe Amato, Franca Debole, Fabrizio Falchi, Claudio Gennaro, Fausto Rabitti
      Pages 213-224

Other Volumes

  1. Big Data Analytics and Knowledge Discovery

About this book

This book constitutes the refereed proceedings of the 18th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2016, held in Porto, Portugal, September 2016.

The 25 revised full papers presented were carefully reviewed and selected from 73 submissions. The papers are organized in topical sections on Mining Big Data, Applications of Big Data Mining, Big Data Indexing and Searching, Big Data Learning and Security, Graph Databases and Data Warehousing, Data Intelligence and Technology.

Editors and Affiliations

  • University of Science and Technology , Rolla, USA

    Sanjay Madria

  • Osaka University , Osaka, Japan

    Takahiro Hara

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access