7150 search results - page 1112 / 1430 » Graph-Based Data Mining |
126
Voted
ICDM
2010
IEEE
15 years 12 days ago
2010
IEEE
Abstract--We address the problem of detecting characteristic patterns in communication networks. We introduce a scalable approach based on set-system discrepancy. By implicitly lab...
106
Voted
ICDM
2010
IEEE
15 years 12 days ago
2010
IEEE
On large datasets, the popular training approach has been stochastic gradient descent (SGD). This paper proposes a modification of SGD, called averaged SGD with feedback (ASF), tha...
131
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ICDM
2010
IEEE
15 years 12 days ago
2010
IEEE
Cold-start scenarios in recommender systems are situations in which no prior events, like ratings or clicks, are known for certain users or items. To compute predictions in such ca...
151
Voted
ICDM
2010
IEEE
15 years 12 days ago
2010
IEEE
Link prediction is a fundamental problem in social network analysis and modern-day commercial applications such as Facebook and Myspace. Most existing research approaches this pro...
128
click to vote
ICDM
2010
IEEE
15 years 12 days ago
2010
IEEE
Abstract--We propose a framework for discovery of collaborative community structure in Wiki-based knowledge repositories based on raw-content generation analysis. We leverage topic...