745 search results - page 69 / 149 » A Preference Model for Structured Supervised Learning Tasks |
135
Voted
CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
We propose a family of kernels between images, defined as kernels between their respective segmentation graphs. The kernels are based on soft matching of subtree-patterns of the r...
128
Voted
ILP
2003
Springer
15 years 7 months ago
2003
Springer
It is well known that many hard tasks considered in machine learning and data mining can be solved in an rather simple and robust way with an instance- and distance-based approach....
161
Voted
SDM
2009
SIAM
15 years 12 months ago
2009
SIAM
We consider the task of performing anomaly detection in highly noisy multivariate data. In many applications involving real-valued time-series data, such as physical sensor data a...
128
Voted
CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
Current approaches to motion category recognition typically focus on either full spatiotemporal volume analysis (holistic approach) or analysis of the content of spatiotemporal in...
125
Voted
PKDD
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. In this paper, we present an extensive study of the cuttingplane algorithm (CPA) applied to structural kernels for advanced text classification on large datasets. In par...