We propose a theoretical framework for specification and analysis of a class of learning problems that arise in open-ended environments that contain multiple, distributed, dynamic...
An established method to detect concept drift in data streams is to perform statistical hypothesis testing on the multivariate data in the stream. Statistical decision theory off...
While classical kernel-based learning algorithms are based on a single kernel, in practice it is often desirable to use multiple kernels. Lanckriet et al. (2004) considered conic ...
Automated analysis of human affective behavior has attracted increasing attention from researchers in psychology, computer science, linguistics, neuroscience, and related discipli...
Zhihong Zeng, Maja Pantic, Glenn I. Roisman, Thoma...
PCR, the polymerase chain reaction, is a fundamental tool of molecular biology. Quantitative PCR is the goldstandard methodology for determination of DNA copy numbers, quantitatin...
Tobias P. Mann, Richard Humbert, John A. Stamatoya...