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  • Book
  • © 2016

Machine Intelligence and Big Data in Industry

  • Presents valuable contributions devoted to practical applications of Machine Intelligence and Big Data in various branches of industry

  • Extended versions of presentations delivered at the Industrial Session of the 6th International Conference on Pattern Recognition and Machine Intelligence (PREMI 2015) held in Warsaw, Poland at June 30- July 3, 2015

  • Addresses real world problems and shows innovative solutions for them

  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Big Data (SBD, volume 19)

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eBook USD 129.00
Price excludes VAT (USA)
  • ISBN: 978-3-319-30315-4
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 169.99
Price excludes VAT (USA)
Hardcover Book USD 169.99
Price excludes VAT (USA)

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Table of contents (18 chapters)

  1. Front Matter

    Pages i-viii
  2. Text Processing

    1. Front Matter

      Pages 1-1
    2. N-Gram Collection from a Large-Scale Corpus of Polish Internet

      • Szymon Roziewski, Wojciech Stokowiec, Antoni Sobkowicz
      Pages 23-34
    3. Study Fields Clustering Using KRK Competences

      • Marek Kozlowski
      Pages 35-47
    4. Semantic Textual Similarity Using Various Approaches

      • Maciej Kazuła, Marek Kozłowski
      Pages 49-62
  3. Data Mining

    1. Front Matter

      Pages 63-63
    2. Identification of Diabetes Disease Using Committees of Neural Network-Based Classifiers

      • Ali Hassan El-Baz, Aboul Ella Hassanien, Gerald Schaefer
      Pages 65-74
    3. Enzyme Function Classification Based on Borda Count Ranking Aggregation Method

      • Mahir M. Sharif, Alaa Tharwat, Aboul Ella Hassanien, Hesham A. Hefny, Gerald Schaefer
      Pages 75-85
    4. Mining of Frequent Action Rules

      • Agnieszka Dardzinska, Anna Romaniuk
      Pages 87-95
  4. Text and Multimedia Processing

    1. Front Matter

      Pages 97-97
    2. Automatic Translation of Multi-word Labels

      • Grzegorz Protaziuk, Marcin Kaczyński, Robert Bembenik
      Pages 99-109
    3. VTLN Using Different Warping Functions for Template Matching

      • Maulik C. Madhavi, Shubham Sharma, Hemant A. Patil
      Pages 111-121
  5. Software

    1. Front Matter

      Pages 133-133
    2. Information Selection and Data Compression RapidMiner Library

      • Marcin Blachnik, Mirosław Kordos
      Pages 135-145
    3. Automatic Clustering Methods of Offers in an E-Commerce Marketplace

      • Anna Wroblewska, Bartlomiej Twardowski, Pawel Zawistowski, Dominik Ryżko
      Pages 147-160
  6. Complex Systems, Internet of Things and Agent Systems

    1. Front Matter

      Pages 169-169

About this book

This book presents valuable contributions devoted to practical applications of Machine Intelligence and Big Data in various branches of the industry. All the contributions are extended versions of presentations delivered at the Industrial Session the 6th International Conference on Pattern Recognition and Machine Intelligence (PREMI 2015) held in Warsaw, Poland at June 30- July 3, 2015, which passed through a rigorous reviewing process. The contributions address real world problems and show innovative solutions used to solve them. This volume will serve as a bridge between researchers and practitioners, as well as between different industry branches, which can benefit from sharing ideas and results.

Keywords

  • Big Data
  • Big Data in Industry
  • Machine Intelligence
  • PREMI 2015
  • Pattern Recognition

Editors and Affiliations

  • Institute of Computer Science, Warsaw University of Technology, Warsaw, Poland

    Dominik Ryżko, Henryk Rybiński

  • Institute of Computer Science, Warsaw University of Technology, Abo, Poland

    Piotr Gawrysiak

  • Institute of Computer Science, Warsaw University of Technology, Warszawa, Poland

    Marzena Kryszkiewicz

Bibliographic Information

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • ISBN: 978-3-319-30315-4
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 169.99
Price excludes VAT (USA)
Hardcover Book USD 169.99
Price excludes VAT (USA)