Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a...

As depicted in David Lodge’s celebrated novel Small World, the perceived size of our world experienced a progressive decrease as jet airplanes became affordable to ever greater shares of the earth’s population. Yet, the really dramatic shrinking had to wait until the mid-1990s, when Internet became widespread and the information...

This book will address the advances, applications, research results, and emerging areas of optics, photonics, computational approaches, nano-photonics, bio-photonics, with applications in information systems. The objectives are to bring together novel approaches, analysis, models, and technologies that enhance sensing, measurement,...

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...

The typical computational approach to object understanding derives shape information from the 2D outline of the objects. For complex object structures, however, such a planar approach cannot determine object shape; the structural edges have to be encoded in terms of their full 3D spatial configuration. Computer Vision: From Surfaces...

The development of network technologies and networked services has been tremendous the last decade and is expected to be more intensive in the near future with the technological progress in the field of radio communications, data communication, protocols, software engineering, applications and so on. In this plethora of technologies,...

On behalf of the Program Committee, it is our pleasure to present to you the proceedings of the 8th Conference on Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA 2011). Each year DIMVA brings together international experts from academia, industry and government to present and discuss novel security research....

Large volumes of data and complex problems inspire research in computing and data, text, and web mining. However, analyzing data is not sufficient, as it has to be presented visually with analytical capabilities, i.e., a chart/diagram/image illustration that enables humans to perceive, relate, and conclude in the knowledge discovery...

The rapid growth of the Web in the past two decades has made it the largest publicly accessible data source in the world. Web mining aims to discover useful information or knowledge from Web hyperlinks, page contents, and usage logs. Based on the primary kinds of data used in the mining process, Web mining tasks can be categorized...

The FPL'94 workshop was organized by the Czech Technical University and the University of Kaiserslautern, in co-operation with IEEE...

Embedded and ubiquitous computing are emerging rapidly as exciting new paradigms and disciplines to provide computing and communication services...

Multimedia is now a broad “umbrella” that innovatively combines different fields of research and industry to produce practical solutions that are used on a wide scale today. Some of these fields are signal processing, imaging and color science, video and audio analysis, 2D/3D graphics, information theory, compression,...