Recent years have seen many new developments in computational intelligence (CI) techniques and, consequently, this has led to an exponential increase in the number of applications in a variety of areas, including: engineering, finance, social and biomedical. In particular, CI techniques are increasingly being used in biomedical and human movement...
Nowadays, computationalmethodologies of signal processing and imaging analysis for 2D, 3D and even 4D data are commonly used for various applications in society. For example, Computational Vision systems are progressively used for surveillance tasks, traffic analysis, recognition process, inspection purposes, human-machine interfaces, 3D...
The Management Bible is the most comprehensive book on the topic of management available anywhere. It offers in-depth coverage of the entire range of essential topics for today’s managers and supervisors—from beginners to seasoned veterans—and includes practical, effective solutions for the everyday problems every manager...
Machines capable of automatic pattern recognition have many fascinating uses in science & engineering as well as in our daily lives. Algorithms for supervised classification, where one infers a decision boundary from a set of training examples, are at the core of this capability.
This book takes a close view of data complexity & its...
The book reflects the state of the art in important areas of speech and audio signal processing. It presents topics which are missed so far and most recent findings in the field. Leading international experts report on their field of work and their new results.
Considerable amount of space is covered by multi-microphone systems, specific...
The journal Computing has established a series of supplement volumes the fourth
of which appears this year. Its purpose is to provide a coherent presentation of a
new topic in a single volume. The previous subjects were Computer Arithmetic
1977, Fundamentals of Numerical Computation 1980, and Parallel Processes and
Related Automata...
"Kernel Based Algorithms for Mining Huge Data Sets" is the first book treating the fields of supervised, semi-supervised and unsupervised machine learning collectively. The book presents both the theory and the algorithms for mining huge data sets by using support vector machines (SVMs) in an iterative way. It demonstrates how kernel...
Welcome to the proceedings of the 17th Multimedia Modeling Conference (MMM 2011) held in Taipei, Taiwan, during January 5–7, 2011. Following the success of the 16 preceding conferences, the 17th MMM brought together researchers, developers, practitioners, and educators in the field of multimedia.
Web Service Mining: Application to Discoveries of Biological Pathways presents the major issues and solutions to mining services on the Web. This book focuses specifically on a reference framework for Web service mining that is inspired by molecular recognition and the drug discovery process; known as a molecular-based approach. Web Service...
With the rapid increase of computational powers and availability of modern sensing, analysis
and rendering equipment and technologies, computers are becoming more and more intelligent.
Many research projects and commercial products have demonstrated the capability for a computer
to interact with human in a natural way by looking at...
Biometric systems are being used in more places and on a larger scale than ever before. As these systems mature, it is vital to ensure the practitioners responsible for development and deployment, have a strong understanding of the fundamentals of tuning biometric systems. The focus of biometric research over the past four decades has...
Computer programming is a skill that can bring great enjoyment from the creativity involved in designing and implementing a solution to a problem. This classroom-tested and easy-to-follow textbook teaches the reader how to program using Python, an accessible language which can be learned incrementally. Through an extensive use of examples and...
