[PDF] Granular Computing in Decision Approximation: An Application of Rough Mereology (Intelligent Systems Reference Library)

ISBN: 3319128795

Category: Tutorial


Posted on 2017-04-14, by luongquocchinh.

Description



Author: Lech Polkowski | Publisher: Springer | Category: Misc | Language: English | Page: 452 | ISBN: 3319128795 | ISBN13: 9783319128795 |

Description: This book presents a study in knowledge discovery in data with knowledge understood as a set of relations among objects and their properties. Relations in this case are implicative decision rules and the paradigm in which they are induced is that of computing with granules defined by rough inclusions, the latter introduced and studied within rough mereology, the fuzzified version of mereology. In this book basic classes of rough inclusions are defined and based on them methods for inducing granular structures from data are highlighted. The resulting granular structures are subjected to classifying algorithms, notably knearest neighbors and bayesian classifiers. Experimental results are given in detail both in tabular and visualized form for fourteen data sets from UCI data repository. A striking feature of granular classifiers obtained by this approach is that preserving the accuracy of them on original data, they reduce substantially the size of the granulated data set as well as the set of granular decision rules. This feature makes the presented approach attractive in cases where a small number of rules providing a high classification accuracy is desirable. As basic algorithms used throughout the text are explained and illustrated with hand examples, the book may also serve as a textbook.

DOWNLOADDownload this book
Granular Computing in Decision Approximation: An Application of Rough Mereology (Intelligent Systems Reference Library).pdf
https://filejoker.net/00smrawmcxv0

Sponsored High Speed Downloads
9755 dl's @ 2402 KB/s
Download Now [Full Version]
9485 dl's @ 3698 KB/s
Download Link 1 - Fast Download
9880 dl's @ 2867 KB/s
Download Mirror - Direct Download



Search More...
[PDF] Granular Computing in Decision Approximation: An Application of Rough Mereology (Intelligent Systems Reference Library)

Search free ebooks in ebookee.com!


Links
Download this book

No active download links here?
Please check the description for download links if any or do a search to find alternative books.


Related Books

  1. Ebooks list page : 31431
  2. 2018-01-07[PDF] Time Series Analysis, Modeling and Applications: A Computational Intelligence Perspective (Intelligent Systems Reference Library) - Removed
  3. 2018-01-04[PDF] Topology of Digital Images: Visual Pattern Discovery in Proximity Spaces (Intelligent Systems Reference Library) - Removed
  4. 2017-12-03[PDF] Probability Collectives: A Distributed Multi-agent System Approach for Optimization (Intelligent Systems Reference Library)
  5. 2017-11-28[PDF] Introduction to Annotated Logics: Foundations for Paracomplete and Paraconsistent Reasoning (Intelligent Systems Reference Library) - Removed
  6. 2017-11-08[PDF] Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data (Intelligent Systems Reference Library)
  7. 2010-09-18Handbook on Decision Making: Vol 1: Techniques and Applications (Intelligent Systems Reference Library)
  8. 2017-11-19[PDF] Granular Computing and Decision-Making: Interactive and Iterative Approaches (Studies in Big Data) - Removed
  9. 2019-12-10Topics in Rough Set Theory: Current Applications to Granular Computing (Intelligent Systems Reference Library)
  10. 2018-02-01[PDF] Computational Intelligence Paradigms in Economic and Financial Decision Making (Intelligent Systems Reference Library) - Removed
  11. 2018-01-26[PDF] Innovations in Knowledge Management: The Impact of Social Media, Semantic Web and Cloud Computing (Intelligent Systems Reference Library) - Removed
  12. 2018-01-06[PDF] Decision Making in Complex Systems: The DeciMaS Agent-based Interdisciplinary Framework Approach (Intelligent Systems Reference Library) - Removed
  13. 2018-01-04[PDF] Handbook on Decision Making: Vol 2: Risk Management in Decision Making (Intelligent Systems Reference Library) - Removed
  14. 2017-11-10[PDF] Intelligent Systems: Approximation by Artificial Neural Networks (Intelligent Systems Reference Library) - Removed
  15. 2017-11-07[PDF] Distributed Computing and Artificial Intelligence, 13th International Conference (Advances in Intelligent Systems and Computing) - Removed
  16. 2020-03-17Comparative Analysis of Deterministic and Nondeterministic Decision Trees (Intelligent Systems Reference Library (179))
  17. 2019-12-29Modeling, Computing and Data Handling Methodologies for Maritime Transportation (Intelligent Systems Reference Library)
  18. 2019-11-28Multimedia Big Data Computing for IoT Applications: Concepts, Paradigms and Solutions (Intelligent Systems Reference Library)
  19. 2019-11-24Intelligent Decision Support Systems―A Journey to Smarter Healthcare (Intelligent Systems Reference Library)
  20. 2019-11-24Decision and Inhibitory Trees and Rules for Decision Tables with Many-valued Decisions (Intelligent Systems Reference Library)

Comments

No comments for "[PDF] Granular Computing in Decision Approximation: An Application of Rough Mereology (Intelligent Systems Reference Library)".


    Add Your Comments
    1. Download links and password may be in the description section, read description carefully!
    2. Do a search to find mirrors if no download links or dead links.
    Back to Top