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» Exploring the Power of Links in Data Mining
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ICDM
2007
IEEE
126views Data Mining» more  ICDM 2007»
13 years 11 months ago
Exploration of Link Structure and Community-Based Node Roles in Network Analysis
Communities are nodes in a network that are grouped together based on a common set of properties. While the communities and link structures are often thought to be in alignment, i...
Jerry Scripps, Pang-Ning Tan, Abdol-Hossein Esfaha...
PKDD
2010
Springer
183views Data Mining» more  PKDD 2010»
13 years 3 months ago
Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes
Abstract. In preference learning, the algorithm observes pairwise relative judgments (preference) between items as training data for learning an ordering of all items. This is an i...
Zhao Xu, Kristian Kersting, Thorsten Joachims
CORR
2011
Springer
239views Education» more  CORR 2011»
13 years 6 days ago
From Linked Data to Relevant Data -- Time is the Essence
The Semantic Web initiative puts emphasis not primarily on putting data on the Web, but rather on creating links in a way that both humans and machines can explore the Web of data...
Markus Kirchberg, Ryan K. L. Ko, Bu Sung Lee
ICCAD
2008
IEEE
116views Hardware» more  ICCAD 2008»
14 years 2 months ago
Optimization-based framework for simultaneous circuit-and-system design-space exploration: a high-speed link example
—Connecting system-level performance models with circuit information has been a long-standing problem in analog/mixed-signal front-ends, like radios and high-speed links. High-sp...
Ranko Sredojevic, Vladimir Stojanovic
ICDM
2009
IEEE
141views Data Mining» more  ICDM 2009»
13 years 3 months ago
Ensemble-Vis: A Framework for the Statistical Visualization of Ensemble Data
Scientists increasingly use ensemble data sets to explore relationships present in dynamic systems. Ensemble data sets combine spatio-temporal simulation results generated using mu...
Kristin Potter, Andrew Wilson, Peer-Timo Bremer, D...