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Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions
Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions

Ensemble methods have been called the most influential development in Data Mining and Machine Learning in the past decade. They combine multiple models into one usually more accurate than the best of its components. Ensembles can provide a critical boost to industrial challenges -- from investment timing to drug discovery, and fraud detection...

Beyond the Usability Lab: Conducting Large-scale Online User Experience Studies
Beyond the Usability Lab: Conducting Large-scale Online User Experience Studies

Usability testing and user experience research typically take place in a controlled lab with small groups. While this type of testing is essential to user experience design, more companies are also looking to test large sample sizes to be able compare data according to specific user populations and see how their experiences differ across user...

ESL Design and Verification: A Prescription for Electronic System Level Methodology
ESL Design and Verification: A Prescription for Electronic System Level Methodology

Visit the authors' companion site! http://www.electronicsystemlevel.com/ - Includes interactive forum with the authors!

Electronic System Level (ESL) design has mainstreamed - it is now an established approach at most of the world's leading system-on-chip (SoC) design companies and is being used increasingly in
...

Digital Control in Power Electronics (Synthesis Lectures on Power Electronics)
Digital Control in Power Electronics (Synthesis Lectures on Power Electronics)

This book presents the reader, whether an electrical engineering student in power electronics or a design engineer, some typical power converter control problems and their basic digital solutions, based on the most widespread digital control techniques. The presentation is focused on different applications of the same power converter...

Introduction to Reconfigurable Supercomputing (Synthesis Lectures on Computer Architecture)
Introduction to Reconfigurable Supercomputing (Synthesis Lectures on Computer Architecture)

This book covers technologies, applications, tools, languages, procedures, advantages, and disadvantages of reconfigurable supercomputing using Field Programmable Gate Arrays (FPGAs). The target audience is the community of users of High Performance Computers (HPC) who may benefit from porting their applications into a reconfigurable...

Collaborative Search: Designing Systems for a Spectrum of Collaborative Styles (Synthesis Lectures on Information Concepts, Retrieval, and Services)
Collaborative Search: Designing Systems for a Spectrum of Collaborative Styles (Synthesis Lectures on Information Concepts, Retrieval, and Services)
Web search has become one of the prominent information behaviors of the new millennium (Fallows, D., 2008). Web search refers not only to the process of entering keywords into a search engine site, but it also includes a related ecology of online information-seeking activities, such as browsing to specific URLs, making sense of found content,...
Keyword Search in Databases (Synthesis Lectures on Data Management)
Keyword Search in Databases (Synthesis Lectures on Data Management)
It has become highly desirable to provide flexible ways for users to query/search information by integrating database (DB) and information retrieval (IR) techniques in the same platform. On one hand, the sophisticated DB facilities provided by a database management system assist users to query well-structured information using a query language...
A Practical Guide to Testing Wireless Smartphone Applications (Synthesis Lectures on Mobile and Pervasive Computing)
A Practical Guide to Testing Wireless Smartphone Applications (Synthesis Lectures on Mobile and Pervasive Computing)
Testing applications for mobile phones is difficult, time-consuming, and hard to do effectively. Many people have limited their testing efforts to hands-on testing of an application on a few physical handsets, and they have to repeat the process every time a new version of the software is ready to test. They may miss many of the permutations of...
The Structure and Properties of Color Spaces and the Representation of Color Images
The Structure and Properties of Color Spaces and the Representation of Color Images
This lecture describes the author's approach to the representation of color spaces and their use for color image processing. The lecture starts with a precise formulation of the space of physical stimuli (light). The model includes both continuous spectra and monochromatic spectra in the form of Dirac deltas. The spectral densities are considered...
   
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