3185 search results - page 307 / 637 » Graphical models for data mining |
116
Voted
KDD
2004
ACM
16 years 4 months ago
2004
ACM
Surveillance systems have long been used to monitor industrial processes and are becoming increasingly popular in public health and anti-terrorism applications. Most early detecti...
123
Voted
WSDM
2009
ACM
15 years 10 months ago
2009
ACM
Automatically clustering web pages into semantic groups promises improved search and browsing on the web. In this paper, we demonstrate how user-generated tags from largescale soc...
129
Voted
ICDM
2010
IEEE
15 years 1 months ago
2010
IEEE
In this paper, we study probabilistic modeling of heterogeneously attributed multi-dimensional arrays. The model can manage the heterogeneity by employing an individual exponential...
119
Voted
PKDD
2010
Springer
15 years 1 months ago
2010
Springer
We consider the problem of numerical stability and model density growth when training a sparse linear model from massive data. We focus on scalable algorithms that optimize certain...
138
Voted
ICDM
2009
IEEE
15 years 1 months ago
2009
IEEE
We present an approach for learning models that obtain accurate classification of large scale data objects, collected in spatiotemporal domains. The model generation is structured ...