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PKDD
2009
Springer
92views Data Mining» more  PKDD 2009»
16 years 1 months ago
A Generic Approach to Topic Models
This article contributes a generic model of topic models. To define the problem space, general characteristics for this class of models are derived, which give rise to a represent...
Gregor Heinrich
CNSR
2006
IEEE
107views Communications» more  CNSR 2006»
16 years 27 days ago
Modeling User Behaviors from FTP Server Logs
In this paper, a modeling toolkit is proposed for modeling user behavior from FTP server log files. This toolkit can develop analytical models from the data at hand with minimum a...
Yeming Hu, A. Nur Zincir-Heywood
UAI
2008
15 years 8 months ago
Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression
Although fully generative models have been successfully used to model the contents of text documents, they are often awkward to apply to combinations of text data and document met...
David M. Mimno, Andrew McCallum
HICSS
2005
IEEE
147views Biometrics» more  HICSS 2005»
16 years 14 days ago
Branching Process Models for the Exponentially Increasing Portions of Cascading Failure Blackouts
We introduce branching process models in discrete and continuous time for the exponentially increasing phase of cascading blackouts. Cumulative line trips from real blackout data ...
Ian Dobson, Benjamin A. Carreras, David E. Newman
KI
2008
Springer
15 years 6 months ago
Visual Terrain Traversability Estimation Using a Combined Slope/Elevation Model
A stereo vision based terrain traversability estimation method for offroad mobile robots is presented. The method models surrounding terrain using either sloped planes or a digital...
Tim Braun, Henning Bitsch, Karsten Berns