FinUniversity Electronic Library

     
?

Details
Card Table RUSMARC

Advances in systems analysis, software engineering, and high performance computing (ASASEHPC) book series.
Implementation of machine learning algorithms using control-flow and dataflow paradigms / Veljko Milutinović, Nenad S. Mitić, Aleksandar Kartelj, and Miloš Kotlar. — 1 online resource (ix, 296 pages) : illustrations (chiefly color. — (Advances in systems analysis, software engineering, and high performance computing (ASASEHPC) book series). — <URL:http://elib.fa.ru/ebsco/3190527.pdf>.

Record create date: 11/10/2021

Subject: Data mining.; Algorithms.; Machine learning.; Data flow computing.; Algorithms.; Data flow computing.; Data mining.; Machine learning.

Collections: EBSCO

Allowed Actions: –

Action 'Read' will be available if you login or access site from another network Action 'Download' will be available if you login or access site from another network

Group: Anonymous

Network: Internet

Annotation

"This is a reference book for experienced professionals, that treats four widely used data-mining algorithms in a novel way, offering a basic introduction with issues of importance, advantages and disadvantages of these algorithms"--.

Document access rights

Network User group Action
Finuniversity Local Network All Read Print Download
Internet Readers Read Print
-> Internet Anonymous

Table of Contents

  • Cover
  • Title Page
  • Copyright Page
  • Book Series
  • Table of Contents
  • Preface
  • Introduction
  • Chapter 1: Introduction to Data Mining
  • Chapter 2: Classification Algorithms and Control-Flow Implementation
  • Chapter 3: Classification Algorithms and Dataflow Implementation
  • Chapter 4: Scientific Applications of Machine Learning Algorithms
  • Chapter 5: Business and Industrial Applications of Machine Learning Algorithms
  • Chapter 6: Implementation Details of Neural Networks Using Dataflow
  • Chapter 7: Implementation Details of Decision Tree Algorithms Using Dataflow
  • Chapter 8: Implementation Details of Rule-Based Algorithms Using Dataflow
  • Chapter 9: Implementation Details of Density-Based Algorithms Using Dataflow
  • Chapter 10: Issues Related to Acceleration of Algorithms
  • Conclusion
  • Glossary
  • Related Readings
  • About the Authors
  • Index

Usage statistics

stat Access count: 0
Last 30 days: 0
Detailed usage statistics