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  • © 2015

Big Data Analytics and Knowledge Discovery

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

Conference proceedings info: DaWaK 2015.

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Table of contents (31 papers)

  1. Front Matter

    Pages I-XIII
  2. Similarity Measure and Clustering

    1. Front Matter

      Pages 1-1
    2. Determining Query Readiness for Structured Data

      • Farid Alborzi, Rada Chirkova, Jon Doyle, Yahya Fathi
      Pages 3-14
    3. Efficient Cluster Detection by Ordered Neighborhoods

      • Emin Aksehirli, Bart Goethals, Emmanuel Müller
      Pages 15-27
    4. Unsupervised Semantic and Syntactic Based Classification of Scientific Citations

      • Mohammad Abdullatif, Yun Sing Koh, Gillian Dobbie
      Pages 28-39
  3. Data Mining

    1. Front Matter

      Pages 41-41
    2. Balancing Tree Size and Accuracy in Fast Mining of Uncertain Frequent Patterns

      • Carson Kai-Sang Leung, Richard Kyle MacKinnon
      Pages 57-69
    3. Secure Outsourced Frequent Pattern Mining by Fully Homomorphic Encryption

      • Junqiang Liu, Jiuyong Li, Shijian Xu, Benjamin C.M. Fung
      Pages 70-81
    4. Supervised Evaluation of Top-k Itemset Mining Algorithms

      • Claudio Lucchese, Salvatore Orlando, Raffaele Perego
      Pages 82-94
    5. Finding Banded Patterns in Data: The Banded Pattern Mining Algorithm

      • Fatimah B. Abdullahi, Frans Coenen, Russell Martin
      Pages 95-107
    6. Discrimination-Aware Association Rule Mining for Unbiased Data Analytics

      • Ling Luo, Wei Liu, Irena Koprinska, Fang Chen
      Pages 108-120
  4. Social Computing

    1. Front Matter

      Pages 121-121
    2. Sentiment Extraction from Tweets: Multilingual Challenges

      • Nantia Makrynioti, Vasilis Vassalos
      Pages 136-148
    3. TiDE: Template-Independent Discourse Data Extraction

      • Jayendra Barua, Dhaval Patel, Vikram Goyal
      Pages 149-162
  5. Heterogeneous Networks and Data

    1. Front Matter

      Pages 163-163
    2. A New Relevance Measure for Heterogeneous Networks

      • Mukul Gupta, Pradeep Kumar, Bharat Bhasker
      Pages 165-177
    3. UFOMQ: An Algorithm for Querying for Similar Individuals in Heterogeneous Ontologies

      • Yinuo Zhang, Anand Panangadan, Viktor K. Prasanna
      Pages 178-189
    4. Semantics-Based Multidimensional Query Over Sparse Data Marts

      • Claudia Diamantini, Domenico Potena, Emanuele Storti
      Pages 190-202

Other Volumes

  1. Big Data Analytics and Knowledge Discovery

About this book

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.

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