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Gawrysiak, Piotr

Machine Intelligence and Big Data in Industry

Gawrysiak, Piotr - Machine Intelligence and Big Data in Industry, ebook

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Ebook, PDF with Adobe DRM
ISBN: 9783319303154
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Table of contents

Part I. Text Processing

1. Automatic Sentiment Analysis in Polish Language
Antoni Sobkowicz

2. Learning Curve with Machine Translation Based on Parallel, Bilingual Corpora
Maciej Kowalski

3. N-Gram Collection from a Large-Scale Corpus of Polish Internet
Szymon Roziewski, Wojciech Stokowiec, Antoni Sobkowicz

4. Study Fields Clustering Using KRK Competences
Marek Kozlowski

5. Semantic Textual Similarity Using Various Approaches
Maciej Kazuła, Marek Kozłowski

Part II. Data Mining

6. Identification of Diabetes Disease Using Committees of Neural Network-Based Classifiers
Ali Hassan El-Baz, Aboul Ella Hassanien, Gerald Schaefer

7. Enzyme Function Classification Based onBorda Count Ranking Aggregation Method
Mahir M. Sharif, Alaa Tharwat, Aboul Ella Hassanien, Hesham A. Hefny, Gerald Schaefer

8. Mining of Frequent Action Rules
Agnieszka Dardzinska, Anna Romaniuk

Part III. Text and Multimedia Processing

9. Automatic Translation of Multi-word Labels
Grzegorz Protaziuk, Marcin Kaczyński, Robert Bembenik

10. VTLN Using Different Warping Functions for Template Matching
Maulik C. Madhavi, Shubham Sharma, Hemant A. Patil

11. A Comparative Study on Music Genre Classification Algorithms
Wojciech Stokowiec

Part IV. Software

12. Information Selection and Data Compression RapidMiner Library
Marcin Blachnik, Mirosław Kordos

13. Automatic Clustering Methods of Offers in an E-Commerce Marketplace
Anna Wroblewska, Bartlomiej Twardowski, Pawel Zawistowski, Dominik Ryżko

14. Application of Machine Learning Algorithms for Bitcoin Automated Trading
Kamil Żbikowski

Part V. Complex Systems, Internet of Things and Agent Systems

15. Maximal Discernibility Discretization of Attributes—A FPGA Approach
Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk

16. Big Data Solutions for Smart Grids and Smart Meters
Joanna Konopko

17. Intelligent System of Limited Resource Allocation for Large-Scale Agent Systems
Jakub Weclawski, Stanislaw Jankowski

18. Searching for Logical Patterns in Multi-sensor Data from the Industrial Internet
Mohit Yadav, Ehtesham Hassan, Gautam Shroff, Puneet Agarwal, Ashwin Srinivasan

Keywords: Engineering, Computational Intelligence, Data Mining and Knowledge Discovery, Big Data/Analytics, Industrial and Production Engineering

Editor
 
 
 
Publisher
Springer
Publication year
2016
Language
en
Edition
1st ed. 2016
Series
Studies in Big Data
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319303154
Printed ISBN
978-3-319-30314-7

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