Gawrysiak, Piotr
Machine Intelligence and Big Data in Industry
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
Avainsanat: Engineering, Computational Intelligence, Data Mining and Knowledge Discovery, Big Data/Analytics, Industrial and Production Engineering
- Toimittaja
- Gawrysiak, Piotr
- Kryszkiewicz, Marzena
- Rybiński, Henryk
- Ryżko, Dominik
- Julkaisija
- Springer
- Julkaisuvuosi
- 2016
- Kieli
- en
- Painos
- 1st ed. 2016
- Sarja
- Studies in Big Data
- Sivumäärä
- 8 sivua
- Kategoria
- Tekniikka, energia, liikenne
- Tiedostomuoto
- E-kirja
- eISBN (PDF)
- 9783319303154
- Painetun ISBN
- 978-3-319-30314-7