Open access peer-reviewed Edited Volume

Application of Machine Learning

Edited by Yagang Zhang

University of Pristina, Kosovo

The goal of this book is to present the latest applications of machine learning, which mainly include: speech recognition, traffic and fault classification, surface quality prediction in laser machining, network security and bioinformatics, enterprise credit risk evaluation, and so on. This book will be of interest to industrial engineers and scientists as well as academics who wish to pursue machine learning. The book is intended for both graduate and postgraduate students in fields such as computer science, cybernetics, system sciences, engineering, statistics, and social sciences, and as a reference for software professionals and practitioners. The wide scope of the book provides them with a good introduction to many application researches of machine learning, and it is also the source of useful bibliographical information.

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Application of Machine LearningEdited by Yagang Zhang

Published: February 1st 2010

DOI: 10.5772/190

ISBN: 978-953-307-035-3

eBook (PDF) ISBN: 978-953-51-5881-3

Copyright year: 2010

Books open for chapter submissions

28666 Total Chapter Downloads

16 Crossref Citations

8 Web of Science Citations

24 Dimensions Citations


Open access peer-reviewed

1. Machine Learning Methods in the Application of Speech Emotion Recognition

By Ling Cen, Minghui Dong, Haizhou Li Zhu Liang Yu and Paul Chan


Open access peer-reviewed

2. Automatic Internet Traffic Classification for Early Application Identification

By Giacomo Verticale


Open access peer-reviewed

3. A Greedy Approach for Building Classification Cascades

By Sherif Abdelazeem


Open access peer-reviewed

4. Neural Network Multi Layer Perceptron Modeling For Surface Quality Prediction in Laser Machining

By Sivarao, Peter Brevern, N.S.M. El-Tayeb and V.C.Vengkatesh


Open access peer-reviewed

5. Using Learning Automata to Enhance Local-Search Based SAT Solvers with Learning Capability

By Ole-Christoffer Granmo and Noureddine Bouhmala


Open access peer-reviewed

6. Comprehensive and Scalable Appraisals of Contemporary Documents

By William McFadden, Rob Kooper, Sang-Chul Lee and Peter Bajcsy


Open access peer-reviewed

7. Building an Application - Generation of �Items Tree’ Based on Transactional Data

By Mihaela Vranic, Damir Pintar and Zoran Skocir


Open access peer-reviewed

8. Applications of Support Vector Machines in Bioinformatics and Network Security

By Rehan Akbani and Turgay Korkmaz


Open access peer-reviewed

9. Machine Learning for Functional Brain Mapping

By Malin Bjornsdotter


Open access peer-reviewed

10. The Application of Fractal Concept to Content-Based Image Retrieval

By An-Zeh Shih


Open access peer-reviewed

11. Gaussian Processes and its Application to the design of Digital Communication Receivers

By Pablo M. Olmos, Juan Jose Murillo-Fuentes and Fernando Perez-Cruz


Open access peer-reviewed

12. Adaptive Weighted Morphology Detection Algorithm of Plane Object in Docking Guidance System

By Guo Yan-Ying, Yang Guo-Qing and Jiang Li-Hui


Open access peer-reviewed

13. Model-based Reinforcement Learning with Model Error and Its Application

By Yoshiyuki Tajima and Takehisa Onisawa


Open access peer-reviewed

14. Objective-based Reinforcement Learning System for Cooperative Behavior Acquisition

By Kunikazu Kobayashi, Koji Nakano, Takashi Kuremoto and Masanao Obayashi


Open access peer-reviewed

15. Heuristic Dynamic Programming Nonlinear Optimal Controller

By Asma Al-tamimi, Murad Abu-Khalaf and Frank Lewis


Open access peer-reviewed

16. Multi-Scale Modeling and Analysis of Left Ventricular Remodeling Post Myocardial Infarction: Integration of Experimental and Computational Approaches

By Yufang Jin Ph.D. and Merry L. Lindsey Ph.D.


Edited Volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI

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