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NEUROSCIENCE
2001
Springer
13 years 11 months ago
Analysis and Synthesis of Agents That Learn from Distributed Dynamic Data Sources
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...
Doina Caragea, Adrian Silvescu, Vasant Honavar
SDM
2009
SIAM
191views Data Mining» more  SDM 2009»
14 years 3 months ago
Adaptive Concept Drift Detection.
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...
Anton Dries, Ulrich Rückert
JMLR
2006
156views more  JMLR 2006»
13 years 6 months ago
Large Scale Multiple Kernel Learning
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 ...
Sören Sonnenburg, Gunnar Rätsch, Christi...
ICMI
2007
Springer
183views Biometrics» more  ICMI 2007»
14 years 26 days ago
A survey of affect recognition methods: audio, visual and spontaneous expressions
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...
CSB
2005
IEEE
166views Bioinformatics» more  CSB 2005»
14 years 10 days ago
Automated Validation of Polymerase Chain Reactions Using Amplicon Melting Curves
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...