We show how nonlinear embedding algorithms popular for use with shallow semisupervised learning techniques such as kernel methods can be applied to deep multilayer architectures, ...
Image categorization is the problem of classifying images into one or more of several possible categories or classes, which are defined in advance. Classifiers can be trained usin...
Abstract. Whole genome comparison compares (aligns) two genome sequences assuming that analogous characteristics may be found. In this paper, we present an SIMD version of the Smit...
Arpith C. Jacob, Marcin Paprzycki, Maria Ganzha, S...
This paper discusses systematic approaches to the design of distributed controllers in industrial automation systems. Several design approaches are compared that lead to the distr...
Valeriy Vyatkin, Martin Hirsch 0002, Hans-Michael ...
—Current visual analytics systems provide users with the means to explore trends in their data. Linked views and interactive displays provide insight into correlations among peop...
Ross Maciejewski, Ryan Hafen, Stephen Rudolph, Ste...