841 search results - page 11 / 169 » Pattern Recognition Using Functions of Multiple Instances |
MCS
2010
Springer
15 years 4 months ago
2010
Springer
One of the challenges in unsupervised machine learning is finding the number of clusters in a dataset. Clustering Validity Indices (CVI) are popular tools used to address this pro...
100
click to vote
IBPRIA
2009
Springer
14 years 7 months ago
2009
Springer
We propose a novel statistical method for motion detection and background maintenance for a mobile observer. Our method is based on global motion estimation and statistical backgro...
132
click to vote
ICAPR
2009
Springer
14 years 7 months ago
2009
Springer
A novel algorithm is introduced to track multiple circular objects present in a video using Helmholtz perception principle. First, segmentation of circular objects in the video fra...
AAAI
2012
12 years 12 months ago
2012
Selecting the optimal kernel is an important and difficult challenge in applying kernel methods to pattern recognition. To address this challenge, multiple kernel learning (MKL) ...
106
click to vote
AAAI
2004
14 years 11 months ago
2004
A memory-based heuristic is a heuristic function that is stored in a lookup table. Very accurate heuristics have been created by building very large lookup tables, sometimes calle...