Within the last few years, data warehousing and knowledge discovery technology has established itself as a key technology for enterprises that wish to improve the quality of the results obtained from data analysis, decision support, and the automatic extraction of knowledge from data.
This book is based in part on my earlier work. Pattern Recognition: Applications to Large Data-Set Problems, published by Marcel Dekker: Inc. in 1984. It was originally intended that this volume be a second editon of that work. However, due to the tremendous
amount of material added it seemed that a new title. Pattern Recognition...
Since the first part of the twentieth century, cybernetics and systems research have been developed as
scientific disciplines. Investigations, launched in the area of cybernetics, previously dealt with control
and information processing. In a more narrow sense, they consisted in the consideration of analogies
of the control and the...
I still remember deploying my first Microsoft Access application 10 years ago for a head hunting agency.
They had a user base of about 200 users (I can already hear some of you groan) and they needed a
system to manage job applicants and the companies that want to hire them. And they tossed my meager
development team of two an...
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...
Every new version of SQL Server brings with it new tools and features for database administrators (DBAs), developers, and architects, for them to be able to provide an effective solution for the end users in a simpler and more efficient manner. The terms effective and efficiency can be measured in a technical perspective as High Availability...
The World Soft Computing (WSC) conference is an annual international
online conference on applied and theoretical soft computing technology. This
WSC 2008 is the thirteenth conference in this series and it has been a great
success.
We received a lot of excellent paper submissions which were peer-reviewed
by an international...
SQL Server 2008 is Microsoft’s latest data platform providing data management and analytical solutions for the enterprise. The platform is trusted, ensures business continuity, and is more predictable and more scalable than ever before. Although similar to SQL Server 2005, SQL Server 2008 offers a tremendous number of new features and...
Five years ago, we authored “Text Mining: Predictive Methods for Analyzing Unstructured Information.” That book was geared mostly to professional practitioners, but was adaptable to course work with some effort by the instructor. Many topics were evolving, and this was one of the earliest efforts to collect material for predictive...
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...
To harness the high-throughput potential of DNA microarray technology, it is crucial that the analysis stages of the process are decoupled from the requirements of operator assistance. Microarray Image Analysis: An Algorithmic Approach presents an automatic system for microarray image processing to make this...
