4660 search results - page 655 / 932 » Learning from imperfect data |
110
click to vote
CVPR
2010
IEEE
15 years 8 months ago
2010
IEEE
When classifying high-dimensional sequence data, traditional methods (e.g., HMMs, CRFs) may require large amounts of training data to avoid overfitting. In such cases dimensional...
117
click to vote
ICRA
2008
IEEE
15 years 7 months ago
2008
IEEE
— This paper presents a novel human detection method based on a Bayesian fusion approach using laser range data and camera images. Laser range data analysis groups data points wi...
106
Voted
GIS
2007
ACM
15 years 6 months ago
2007
ACM
As technology advances we encounter more available data on moving objects, thus increasing our ability to mine spatiotemporal data. We can use this data for learning moving object...
94
Voted
INFOCOM
2003
IEEE
15 years 6 months ago
2003
IEEE
— We propose a novel approach to reducing energy consumption in sensor networks using a distributed adaptive signal processing framework and efficient algorithm 1 . While the to...
97
Voted
LREC
2008
15 years 2 months ago
2008
Recently, there has been an emphasis on creating shared resources for natural language processing applications. This has resulted in the development of high-quality tools and data...