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IPMU
2010
Springer
15 years 4 months ago
Using Uncertainty Information to Combine Soft Classifications
The classification of remote sensing images performed with different classifiers usually produces different results. The aim of this paper is to investigate whether the outputs of ...
Luisa M. S. Gonçalves, Cidália C. Fo...
161
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ACCV
2010
Springer
14 years 9 months ago
One-Class Classification with Gaussian Processes
Detecting instances of unknown categories is an important task for a multitude of problems such as object recognition, event detection, and defect localization. This paper investig...
Michael Kemmler, Erik Rodner, Joachim Denzler
BMCBI
2010
132views more  BMCBI 2010»
15 years 2 months ago
dConsensus: a tool for displaying domain assignments by multiple structure-based algorithms and for construction of a consensus
Background: Partitioning of a protein into structural components, known as domains, is an important initial step in protein classification and for functional and evolutionary stud...
Kieran Alden, Stella Veretnik, Philip E. Bourne
JMLR
2010
118views more  JMLR 2010»
14 years 9 months ago
Gaussian processes with monotonicity information
A method for using monotonicity information in multivariate Gaussian process regression and classification is proposed. Monotonicity information is introduced with virtual derivat...
Jaakko Riihimäki, Aki Vehtari
ICPR
2010
IEEE
15 years 6 months ago
Baby-Posture Classification from Pressure-Sensor Data
The activity of babies and more specifically the posture of babies is an important aspect in their safety and development. In this paper, we studied the automatic classification o...
Sabri Boughorbel, Fons Bruekers, Jeroen Breebaart