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107
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MMS
2008
15 years 3 months ago
Constructing a SenseCam visual diary as a media process
The SenseCam is a small wearable personal device which automatically captures up to 2,500 images per day. This yields a very large personal collection of images, or in a sense a l...
Hyowon Lee, Alan F. Smeaton, Noel E. O'Connor, Gar...
172
Voted
ACCV
2010
Springer
14 years 10 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
JMLR
2012
13 years 5 months ago
Gaussian Processes for time-marked time-series data
In many settings, data is collected as multiple time series, where each recorded time series is an observation of some underlying dynamical process of interest. These observations...
John Cunningham, Zoubin Ghahramani, Carl Edward Ra...
127
Voted
ICCS
2005
Springer
15 years 9 months ago
Modelling Dynamics of Genetic Networks as a Multiscale Process
A key phenomenon in the dynamics of genetic networks is the cell cycle. In the study of this phenomenon, an important task is to understand how many processes, acting on different...
Xilin Wei, Roderick V. N. Melnik, Gabriel Moreno-H...
FLAIRS
2003
15 years 4 months ago
Agent-based Spectral Analysis Automation (SAA) for On-board Science Data Processing
The major objective of the Spectral Analysis Automation (SAA) work is to develop an agent-based system that is capable of filtering spectral analysis data and making the selected ...
Walt Truszkowski, Sidney C. Bailin