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» Adaptive Learning from Evolving Data Streams
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97
Voted
FSR
2003
Springer
123views Robotics» more  FSR 2003»
15 years 5 months ago
Learning Predictions of the Load-Bearing Surface for Autonomous Rough-Terrain Navigation in Vegetation
Current methods for off-road navigation using vehicle and terrain models to predict future vehicle response are limited by the accuracy of the models they use and can suffer if th...
Carl Wellington, Anthony Stentz
93
Voted
ICMI
2003
Springer
96views Biometrics» more  ICMI 2003»
15 years 5 months ago
Learning and reasoning about interruption
We present methods for inferring the cost of interrupting users based on multiple streams of events including information generated by interactions with computing devices, visual ...
Eric Horvitz, Johnson Apacible
ICASSP
2010
IEEE
15 years 26 days ago
Reconstructing the full tongue contour from EMA/X-ray microbeam
Existing large-scale articulatory databases describe the tongue shape through the 2D positions of 3–4 fixed landmarks on the tongue surface. The ability to reconstruct the full...
Chao Qin, Miguel Á. Carreira-Perpiñ&...
PKDD
2005
Springer
109views Data Mining» more  PKDD 2005»
15 years 6 months ago
An Imbalanced Data Rule Learner
Imbalanced data learning has recently begun to receive much attention from research and industrial communities as traditional machine learners no longer give satisfactory results. ...
Canh Hao Nguyen, Tu Bao Ho
109
Voted
SPEECH
1998
118views more  SPEECH 1998»
15 years 9 days ago
Dimensionality reduction of electropalatographic data using latent variable models
We consider the problem of obtaining a reduced dimension representation of electropalatographic (EPG) data. An unsupervised learning approach based on latent variable modelling is...
Miguel Á. Carreira-Perpiñán, ...