5463 search results - page 804 / 1093 » Evaluating algorithms that learn from data streams |
249
click to vote
TKDE
2012
13 years 9 months ago
2012
Abstract—This paper introduces a knowledge-driven approach to real-time, continuous activity recognition based on multisensor data streams in smart homes. The approach goes beyon...
197
click to vote
KDD
2010
ACM
15 years 11 months ago
2010
ACM
An ensemble is a set of learned models that make decisions collectively. Although an ensemble is usually more accurate than a single learner, existing ensemble methods often tend ...
212
click to vote
DAGM
2010
Springer
15 years 8 months ago
2010
Springer
Density modeling is notoriously difficult for high dimensional data. One approach to the problem is to search for a lower dimensional manifold which captures the main characteristi...
241
click to vote
ECCV
2004
Springer
16 years 9 months ago
2004
Springer
In this paper we describe the first stage of a new learning system for object detection and recognition. For our system we propose Boosting [5] as the underlying learning technique...
217
click to vote
GLOBECOM
2010
IEEE
15 years 4 months ago
2010
IEEE
With a large variety of wireless access technologies available, multi-homed devices may strongly improve the performance and reliability of communication when using multiple networ...