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Mining Complex Data (Studies in Computational Intelligence)
Mining Complex Data (Studies in Computational Intelligence)

Data mining and knowledge discovery can today be considered as stable fields with numerous efficient methods and studies that have been proposed to extract knowledge from data. Nevertheless, the famous golden nugget is still challenging. Actually, the context evolved since the first definition of the KDD process and knowledge has now...

Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR & SPR 2010
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR & SPR 2010
This volume in the Springer Lecture Notes in Computer Science (LNCS) series contains the papers presented at the S+SSPR 2010 Workshops, which was the seventh occasion that SPR and SSPR workshops have been held jointly. S+SSPR 2010 was organized by TC1 and TC2, Technical Committees of the International Association for Pattern...
Machine Learning in Action
Machine Learning in Action

After college I went to work for Intel in California and mainland China. Originally my plan was to go back to grad school after two years, but time flies when you are having fun, and two years turned into six. I realized I had to go back at that point, and I didn’t want to do night school or online learning, I wanted to sit on...

Classification, Clustering, and Data Mining Applications: Proceedings
Classification, Clustering, and Data Mining Applications: Proceedings
This book presents some of the key research undertaken by the members of the International Federation of Classification Societies during the two years since our last symposium. If the past is a guide to the future, these papers contain the seeds of new ideas that will invigorate our field.

The editors are grateful
...
Knowledge Discovery and Data Mining. Current Issues and New Applications: Current Issues and New Applications
Knowledge Discovery and Data Mining. Current Issues and New Applications: Current Issues and New Applications
The Fourth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2000) was held at the Keihanna-Plaza, Kyoto, Japan, April 18 - 20, 2000. PAKDD 2000 provided an international forum for researchers and application developers to share their original research results and practical development experiences. A wide...
Advanced Computer-Assisted Techniques in Drug Discovery (Methods and Principles in Medicinal Chemistry)
Advanced Computer-Assisted Techniques in Drug Discovery (Methods and Principles in Medicinal Chemistry)
The main objective of this series is to offer a practice-oriented survey of techniques currently used in Medicinal Chemistry. Following the volumes on Hansch analysis and related approaches (Vol. 1) and multivariate analyses (Vol. 2), the present handbook focuses on some new, emerging techniques in drug discovery; emphasis is...
Professional Microsoft SQL Server 2012 Administration
Professional Microsoft SQL Server 2012 Administration

SQL SERVER 2012 REPRESENTS A SIZABLE jump forward in scalability, performance, and usability for the DBA, developer, and business intelligence (BI) developer. It is no longer unheard of to have 40-terabyte databases running on a SQL Server. SQL Server administration used to just be the job of a database administrator (DBA), but as SQL Server...

Programming Computer Vision with Python: Tools and algorithms for analyzing images
Programming Computer Vision with Python: Tools and algorithms for analyzing images
Today, images and video are everywhere. Online photo-sharing sites and social networks have them in the billions. Search engines will produce images of just about any conceivable query. Practically all phones and computers come with built-in cameras. It is not uncommon for people to have many gigabytes of photos and...
SciPy and NumPy: An Overview for Developers
SciPy and NumPy: An Overview for Developers
Python, a high-level language with easy-to-read syntax, is highly flexible, which makes it an ideal language to learn and use. For science andR&D, a few extra packages are used to streamline the development process and obtain goals with the fewest steps possible. Among the best of these are SciPy and NumPy. This book gives a brief...
Mining of Massive Datasets
Mining of Massive Datasets
This book evolved from material developed over several years by Anand Rajaraman and Jeff Ullman for a one-quarter course at Stanford. The course CS345A, titled “Web Mining,” was designed as an advanced graduate course, although it has become accessible and interesting to advanced undergraduates.

The popularity of...

Graph Classification and Clustering Based on Vector Space Embedding
Graph Classification and Clustering Based on Vector Space Embedding
Due to the ability of graphs to represent properties of entities and binary relations at the same time, a growing interest in graph based object repre sentation can be observed in science and engineering. Yet, graphs are still not the common data structure in pattern recognition and related fields. The reason for this is twofold. First,...
VMware Cookbook: A Real-World Guide to Effective VMware Use
VMware Cookbook: A Real-World Guide to Effective VMware Use

With scores of step-by-step solutions, this cookbook helps you work with VMware ESXi in a wide range of network environments. You’ll not only learn the basics—how to pool resources from hardware servers, computer clusters, networks, and storage, and then distribute them among virtual machines—but also how to...

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