Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Evolving Intelligent Systems: Methodology and Applications (IEEE Press Series on Computational Intelligence)

Buy

One of the consequences of the information revolution is the ever-growing amount of
information we are surrounded with and the need to process this information
efficiently and extract meaningful knowledge. This phenomenon was termed “digital
obesity” or “information obesity” by Toshiba Ltd. One of the specifics of this
phenomenon is that the information not only is presented in huge quantities, but
also is dynamic, presented in a form of streams of data. The latter brings new
challenges to the established approaches to processing data, usually in an offline and
stationary form. To address the new challenges of extracting highly interpretable
knowledge from streams of data, online techniques and methodologies have been
developed, so that a higher level of adaptation, compared to conventional adaptive
systems known from control theory (Astrom & Wittenmark, 1989), is achieved.
These new modeling methods are also principally different from the classical system
identification theory (Ljung, 1988). They differ also from the traditional machine
learning and statistical learning methods (Hastie et al., 2001), where the processes
are usually assumed to have Gaussian distribution and random nature. Evolving
intelligent systems (EISs) are based on fuzzy and neuro-fuzzy techniques that allow
for the structure and the functionality of a system to develop and evolve from
incoming data. They represent a fuzzy mixture of locally valid simpler systems,
which in combination are highly nonlinear and non-Gaussian. They can be considered
fuzzy mixtures of Gaussians, but these mixtures are not pre-fixed and are adapting/
evolving to capture the real data density distribution (Angelov & Zhou, 2008).

From theory to techniques, the first all-in-one resource for EIS

There is a clear demand in advanced process industries, defense, and Internet and communication (VoIP) applications for intelligent yet adaptive/evolving systems. Evolving Intelligent Systems is the first self- contained volume that covers this newly established concept in its entirety, from a systematic methodology to case studies to industrial applications. Featuring chapters written by leading world experts, it addresses the progress, trends, and major achievements in this emerging research field, with a strong emphasis on the balance between novel theoretical results and solutions and practical real-life applications.

(HTML tags aren't allowed.)

Linux Network Architecture
Linux Network Architecture

This book deals with the architecture of the network subsystem in the Linux kernel. The idea for this book was born at the Institute of Telematics at the University of Karlsruhe, Germany, where the Linux kernel has been used in many research projects and its network functionality is modified or enhanced, respectively, in a...

Putting Knowledge Networks into Action: Methodology, Development, Maintenance
Putting Knowledge Networks into Action: Methodology, Development, Maintenance
The concepts and theories of knowledge management and networks are about to become well documented. Yet there are few, if any, guidelines on how to implement knowledge management within an organization, especially focusing on how to manage knowledge in a network environment. On the one hand, this is paraphrasing Tom Stewart’s assertion in his...
DNS and BIND on IPv6
DNS and BIND on IPv6

I’m sorry for writing this ebook.

Well, that’s not quite accurate. What I mean is, I’m sorry I didn’t have time to update DNS and BIND to include all this new IPv6 material. DNS and BIND deserves a sixth edition, but I’m afraid my schedule is so hectic right now that I just don’t have time to...


Virtualization and Forensics: A Digital Forensic Investigator's Guide to Virtual Environments
Virtualization and Forensics: A Digital Forensic Investigator's Guide to Virtual Environments

Virtualization creates new and difficult challenges for forensic investigations. Operating systems and applications running in virtualized environments often leave few traces, yielding little evidence with which to conduct an investigation.

Virtualization and Forensics offers an in-depth view into the world of virtualized...

Endometriosis For Dummies
Endometriosis For Dummies

Get the empowering info that puts you in control

Take charge and take comfort in knowing how to live well with endometriosis

Diagnosing and living with endometriosis isn't easy, but this disease doesn't have to rule your life. This book helps you find out and recognize typical symptoms. Plus,
...

wxPython Recipes: A Problem - Solution Approach
wxPython Recipes: A Problem - Solution Approach

Quickly discover solutions to common problems, learn best practices, and understand everything wxPython has to offer. This book is for anyone wanting to learn more about how to use the wxPython desktop GUI toolkit. It assumes some prior knowledge of Python and a general understanding of wxPython or GUI development, and contains more than 50...

©2019 LearnIT (support@pdfchm.net) - Privacy Policy