Comprehensive data analysis has become indispensable in a variety of domains. OLAP (On-Line Analytical Processing) systems tend to perform poorly or even fail when applied to comp...
I describe a framework for interpreting Support Vector Machines (SVMs) as maximum a posteriori (MAP) solutions to inference problems with Gaussian Process priors. This probabilisti...
The Citywide project is exploring ways in which technology can provide people with rich and engaging digital experiences as they move through physical space, including historical e...
Shahram Izadi, Mike Fraser, Steve Benford, Martin ...
Many believe that ubiquitous computing will succeed when it has faded into the background of everyday life and work—that is, when it has become mundane. This paper examines the ...
Mark W. Newman, Nicolas Ducheneaut, W. Keith Edwar...
Real world data mining applications must address the issue of learning from imbalanced data sets. The problem occurs when the number of instances in one class greatly outnumbers t...