WSDM
2016
ACM
8 years 13 days ago
2016
ACM
Adult content is pervasive on the web, has been a driving factor in the adoption of the Internet medium, and is responsible for a significant fraction of traffic and revenues, y...
WSDM
2016
ACM
8 years 13 days ago
2016
ACM
WSDM
2016
ACM
8 years 13 days ago
2016
ACM
Crowdfunding has gained widespread attention in recent years. Despite the huge success of crowdfunding platforms, the percentage of projects that succeed in achieving their desire...
WSDM
2016
ACM
8 years 13 days ago
2016
ACM
Modern search systems are based on dozens or even hundreds of ranking features. The dueling bandit gradient descent (DBGD) algorithm has been shown to effectively learn combinatio...
SDM
2012
SIAM
11 years 6 months ago
2012
SIAM
Random walk graph kernel has been used as an important tool for various data mining tasks including classification and similarity computation. Despite its usefulness, however, it...
SDM
2012
SIAM
11 years 6 months ago
2012
SIAM
Clustering of high dimensional data streams is an important problem in many application domains, a prominent example being network monitoring. Several approaches have been lately ...
SDM
2012
SIAM
11 years 6 months ago
2012
SIAM
In this article, we propose a random walk-based model to predict legislators’ votes on a set of bills. In particular, we first convert roll call data, i.e. the recorded votes a...
SDM
2012
SIAM
11 years 6 months ago
2012
SIAM
Compression based pattern mining has been successfully applied to many data mining tasks. We propose an approach based on the minimum description length principle to extract seque...
SDM
2012
SIAM
11 years 6 months ago
2012
SIAM
One practical inconvenience in frequent pattern mining is that it often yields a flood of common or uninformative patterns, and thus we should carefully adjust the minimum suppor...