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» Using Data Mining to Estimate Missing Sensor Data
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CVPR
2007
IEEE
16 years 8 months ago
Variational Bayes Based Approach to Robust Subspace Learning
This paper presents a new algorithm for the problem of robust subspace learning (RSL), i.e., the estimation of linear subspace parameters from a set of data points in the presence...
Takayuki Okatani, Koichiro Deguchi
AVSS
2007
IEEE
15 years 6 months ago
A 2D+3D face identification system for surveillance applications
A novel surveillance system integrating 2D and 3D facial data is presented in this paper, based on a low-cost sensor capable of real-time acquisition of 3D images and associated c...
Filareti Tsalakanidou, Sotiris Malassiotis, Michae...
MLDM
2005
Springer
15 years 11 months ago
Supervised Evaluation of Dataset Partitions: Advantages and Practice
In the context of large databases, data preparation takes a greater importance : instances and explanatory attributes have to be carefully selected. In supervised learning, instanc...
Sylvain Ferrandiz, Marc Boullé
KDD
2010
ACM
310views Data Mining» more  KDD 2010»
15 years 9 months ago
An integrated machine learning approach to stroke prediction
Stroke is the third leading cause of death and the principal cause of serious long-term disability in the United States. Accurate prediction of stroke is highly valuable for early...
Aditya Khosla, Yu Cao, Cliff Chiung-Yu Lin, Hsu-Ku...
ICRA
2003
IEEE
91views Robotics» more  ICRA 2003»
15 years 11 months ago
Internal posture sensing for a flexible frame modular mobile robot
- A sensor fusion algorithm for flexible framed modular mobile robots is presented in this paper. This algorithm uses traditional Kalman filters and rigid axle kinematic models to ...
Roy Merrell, Mark A. Minor