Soft Computing in Machine Learning

• Corporate Author: SpringerLink (Online service)
• Other Authors: Rhee, Sang-Yong (Editor), Park, Jooyoung (Editor), Inoue, Atsushi (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Advances in Intelligent Systems and Computing, 273
• Subjects: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

As users or consumers are now demanding smarter devices, intelligent systems are revolutionizing by utilizing machine learning. Machine learning as part of intelligent systems is already one of the most critical components in everyday tools ranging from search engines and credit card fraud detection...

Table of Contents:

• Sudden Illumination Change Detection and Image Contrast Enhancement
• Frame concept for generator of electronic educational publications
• Intelligent call triage system with algorithm combining decision-tree and SVM
• Recognition of Rocks at Uranium Deposits by using a Few Methods of Machine Learning
• More Faster Self-Organizing Maps by General Purpose on Graphics Processing Units
• Analysis of Local Concerts using Facebook Adapting the Mathematical Model of Hit Phenomena
• Hands and arms motion estimation of a car driver with depth image sensor by using particle filter
• SNR Improvement of an Optical Wave Microphone Using a Wavelet Network
• Origin of Kanizsa triangle illusion
• LTS-SVMR for Modeling of Nonlinear Systems with Noise and Outliers.