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JOCN
2010
107views more  JOCN 2010»
14 years 8 months ago
Rapid Detection of Emotion from Human Vocalizations
■ The rapid detection of affective signals from conspecifics is crucial for the survival of humans and other animals; if those around you are scared, there is reason for you to ...
Disa Anna Sauter, Martin Eimer
NOMS
2010
IEEE
154views Communications» more  NOMS 2010»
14 years 8 months ago
Extending a knowledge-based network to support temporal event reasoning
—While the polling or request/response paradigm adopted by many network and systems management approaches form the backbone of modern monitoring and management systems, the most ...
John Keeney, Clay Stevens, Declan O'Sullivan
83
Voted
ICDM
2007
IEEE
132views Data Mining» more  ICDM 2007»
15 years 4 months ago
Granularity Conscious Modeling for Probabilistic Databases
The convergence of embedded sensor systems and stream query processing suggests an important role for database techniques, in managing data that only partially – and often inacc...
Eirinaios Michelakis, Daisy Zhe Wang, Minos N. Gar...
JMLR
2010
137views more  JMLR 2010»
14 years 4 months ago
Covariance in Unsupervised Learning of Probabilistic Grammars
Probabilistic grammars offer great flexibility in modeling discrete sequential data like natural language text. Their symbolic component is amenable to inspection by humans, while...
Shay B. Cohen, Noah A. Smith
95
Voted
PKDD
2009
Springer
184views Data Mining» more  PKDD 2009»
15 years 4 months ago
Learning Preferences with Hidden Common Cause Relations
Abstract. Gaussian processes have successfully been used to learn preferences among entities as they provide nonparametric Bayesian approaches for model selection and probabilistic...
Kristian Kersting, Zhao Xu