Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the pas
The book develops the necessary background in probability theory underlying diverse treatments of stochastic processes and their wide-ranging applications. With this goal in mind, the pace is lively, yet thorough. Basic notions of independence and c
There are two approaches to undergraduate and graduate courses in linear statistical models and experimental design in applied statistics. One is a two-term sequence focusing on regression followed by ANOVA/Experimental design. Applied Linear Statis
"Stephen Rago's update is a long overdue benefit to the community of professionals using the versatile family of UNIX and UNIX-like operating environments. It removes obsolescence and includes newer developments. It also thoroughly updates the conte
Model predictive control (MPC) has a long history in the field of control en- gineering. It is one of the few areas that has received on-going interest from researchers in both the industrial and academic communities. Four major as- pects of model pr
This article provides a historical account of the major developments in the area of curves and surfaces as they entered the area of CAGD { Computer Aided Geometric Design { until the middle 1980s. We adopt the de nition that CAGD deals with the cons
JavaBeans is one of the most important developments in Java™ since its inception. It is Java'scomponent architecture, which allows components built with Java to be used in graphicalprogramming environments.
Over the last 20 years, approaches to designing speech and language processing algorithms have moved from methods based on linguistics and speech science to data-driven pattern recognition techniques. These techniques have been the focus of intense,
The field of real-time systems has not traditionally been hospitable to newcomers: on the one hand there are experts who seem to rely on experience and a few specialized documents and, on the other, there is a vast and growing catalogue of technical
Abstract. We give the background and required tools for applying quasi-Monte Carlo methods eciently to problems in computational - nance, and survey recent developments in this eld.We describe methods for pricing european path-dependent options, an
This completely new textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners. No previous kn
Advances in Direction-of-Arrival Estimation pdf高清 English 2005 Book Descr iption Because the direction to targets is usually expressed by the direction of arrival (DOA) of transmitted signals, determining the direction of arrival (DOA) of any signal
This course introduces students to database systems. The course explains what a database system is, and then proceeds for the greater part of the learning material to explore relational database systems—databases designed according to the relational
For many years all three of us have been interested in, and have tried to make contributions to, derivative-free optimization. Our motivation for writing this book resulted from various circumstances. We had the opportunity to work closely with the
Stephen Rago's update is a long overdue benefit to the community of professionals using the versatile family of UNIX and UNIX-like operating environments. It removes obsolescence and includes newer developments. It also thoroughly updates the contex
The purpose of this book is to present the state of the art concerning quality/interestingness measures for data mining. The book summarizes recent developments and presents original research on this topic. The chapters include reviews, comparative
Unix 编程 一部很经典的书。Unix 编程 IPC Signal File I/O 讲述得很详细： "Stephen Rago's update is a long overdue benefit to the community of professionals using the versatile family of UNIX and UNIX-like operating environments. It removes obsolescence and includes newe
The field of wireless sensor networks continues to evolve and grow in both practical and research domains. More and more wireless sensor networks are being used to gather information in real life applications. It is common to see how this technology
Monte Carlo simulation has become one of the most important tools in all fields of science. Simulation methodology relies on a good source of numbers that appear to be random. These "pseudorandom" numbers must pass statistical tests just as random s
