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PAMI
2010
132views more  PAMI 2010»
15 years 5 months ago
Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with Multiple Parameters
—Adapting the hyperparameters of support vector machines (SVMs) is a challenging model selection problem, especially when flexible kernels are to be adapted and data are scarce....
Tobias Glasmachers, Christian Igel
SERVICES
2010
105views more  SERVICES 2010»
15 years 4 months ago
Ensuring Resource-Level Quality for Services on Grids
Abstract--Service-Oriented Architectures address the development of distributed and dynamic service-based applications. Due to the dynamics of their environments, services should b...
Andre Lage Freitas, Jean-Louis Pazat, Nikos Parlav...
HCI
2009
15 years 4 months ago
Behavior-Sensitive User Interfaces for Smart Environments
In smart environments interactive assistants can support the user's daily life by being ubiquitously available through any interaction device that is connected to the network....
Veit Schwartze, Sebastian Feuerstack, Sahin Albayr...
ICMCS
2009
IEEE
107views Multimedia» more  ICMCS 2009»
15 years 4 months ago
Fast directional image interpolation with difference projection
This paper presents a new directional image interpolator, aiming to increase image resolution with high perceptual quality and low computational complexity. In our method, missing...
Zhiwei Xiong, Yonghua Zhang, Xiaoyan Sun, Feng Wu
ICASSP
2010
IEEE
15 years 5 months ago
Bayesian compressive sensing for phonetic classification
In this paper, we introduce a novel bayesian compressive sensing (CS) technique for phonetic classification. CS is often used to characterize a signal from a few support training...
Tara N. Sainath, Avishy Carmi, Dimitri Kanevsky, B...