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Stochastic Approximation and Its Application (Nonconvex Optimization and Its Applications)
Stochastic Approximation and Its Application (Nonconvex Optimization and Its Applications)
This book presents the recent development of stochastic approximation algorithms with expanding truncations based on the TS (trajectory-subsequence) method, a newly developed method for convergence analysis. This approach is so powerful that conditions used for guaranteeing convergence have been considerably weakened in comparison with those...
Handbook of Discrete and Combinatorial Mathematics
Handbook of Discrete and Combinatorial Mathematics
I like the book's format. There are glossaries at the beginning of each chapter. Each subsection begins with definitions and goes on to facts, then algorithms (boxed and in pseudo -code), lists of mathematical objects, illuminating pictures, examples, lists of applications, and, finally, bibliography and web sources. This handbook will appeal both...
Data Mining: Know It All
Data Mining: Know It All
All of the elements about data mining are here together in a single resource written by the best and brightest experts in the field! This book consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics—from data integration and preprocessing to fundamental algorithms to...
Trends in Interactive Visualization: State-of-the-Art Survey (Advanced Information and Knowledge Processing)
Trends in Interactive Visualization: State-of-the-Art Survey (Advanced Information and Knowledge Processing)
The purpose of Interactive Visualization is to develop new scientific methods to increase scientists’ abilities to explore data and to understand better the results of experiments based on extensive calculations. These techniques not only provide users with a possibility to view the data but also permit them to use interaction capabilities to...
Digital Audio Signal Processing
Digital Audio Signal Processing
It is hardly possible to make a start in the field of digital audio signal processing without having a first insight into the variety of technical devices and systems of audio technology. In this introductory chapter, the fields of application for digital audio signal processing are presented. Starting from recording in a studio or in a concert...
High Performance Parallel Database Processing and Grid Databases (Wiley Series on Parallel and Distributed Computing)
High Performance Parallel Database Processing and Grid Databases (Wiley Series on Parallel and Distributed Computing)

The latest techniques and principles of parallel and grid database processing

The growth in grid databases, coupled with the utility of parallel query processing, presents an important opportunity to understand and utilize high-performance parallel database processing within a major database management system...

Handbook of Research on Wireless Multimedia: Quality of Service and Solutions
Handbook of Research on Wireless Multimedia: Quality of Service and Solutions
The recent rapid advances in wireless technologies have created a demand for high quality multimedia applications and services. These advanced multimedia applications give rise to a new set of challenges in providing Quality of Service (QoS) when delivering these services over wireless networks.

The Handbook of Research on Wireless...

Behavioral Biometrics: A Remote Access Approach
Behavioral Biometrics: A Remote Access Approach

With the advent of the internet as a medium for performing business transactions, the need for a secure communication channel has never been more paramount. The study of behavioral biometrics - the verification and/or identification of individuals based on the way they provide information to an authentication system - originated from the need...

Sharing a Vision: Systems and Algorithms for Collaboratively-Teleoperated Robotic Cameras (Springer Tracts in Advanced Robotics)
Sharing a Vision: Systems and Algorithms for Collaboratively-Teleoperated Robotic Cameras (Springer Tracts in Advanced Robotics)
By the dawn of the new millennium, robotics has undergone a major transformation in scope and dimensions. This expansion has been brought about by the maturity of the field and the advances in its related technologies. From a largely dominant industrial focus, robotics has been rapidly expanding into the challenges of the human world. The new...
Recent Advances In Data Mining Of Enterprise Data: Algorithms and Applications (Series on Computers and Operations Research)
Recent Advances In Data Mining Of Enterprise Data: Algorithms and Applications (Series on Computers and Operations Research)

The main goal of the new field of data mining is the analysis of large and complex datasets. Some very important datasets may be derived from business and industrial activities. This kind of data is known as enterprise data . The common characteristic of such datasets is that the analyst wishes to analyze them for the purpose of designing a...

Prolog Programming for Artificial Intelligence
Prolog Programming for Artificial Intelligence
This best-selling guide to Prolog has been fully revised and extended to provide an even greater range of applications, enhancing its value as a stand-alone guide to Prolog, artificial intelligence, or AI programming. Ivan Bratko discusses natural language processing with grammar rules, planning, and machine learning. The coverage of...
Wireless Transceiver Systems Design
Wireless Transceiver Systems Design
This book brings together the fields of communication, signal processing, and embedded systems and circuits. These fields come together with a single design goal, a WLAN transceiver which combines analog and digital design, VLSI and systems design, algorithms and architectures, as well as design and CAD/EDA. This book focuses on the overall...
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