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» A Calculus for Data Mapping
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150
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ESANN
2006
15 years 5 months ago
Magnification control for batch neural gas
Neural gas (NG) constitutes a very robust clustering algorithm which can be derived as stochastic gradient descent from a cost function closely connected to the quantization error...
Barbara Hammer, Alexander Hasenfuss, Thomas Villma...
129
Voted
IWMMDBMS
1998
91views more  IWMMDBMS 1998»
15 years 4 months ago
Q-L/MRP: A Buffer Management Mechanism for QoS Support in a Multimedia DBMS
Multimedia database systems (MMDBSs) have to be capable to handle efficiently time-dependent and timeindependent data, and to support Quality-of-Service (QoS). To support continuo...
Pål Halvorsen, Vera Goebel, Thomas Plagemann
133
Voted
UAI
2000
15 years 4 months ago
Being Bayesian about Network Structure
In many domains, we are interested in analyzing the structure of the underlying distribution, e.g., whether one variable is a direct parent of the other. Bayesian model selection a...
Nir Friedman, Daphne Koller
136
Voted
HUC
2010
Springer
15 years 4 months ago
Modeling people's place naming preferences in location sharing
Most location sharing applications display people's locations on a map. However, people use a rich variety of terms to refer to their locations, such as "home," &qu...
Jialiu Lin, Guang Xiang, Jason I. Hong, Norman M. ...
135
Voted
BMCBI
2010
148views more  BMCBI 2010»
15 years 3 months ago
Calling SNPs without a reference sequence
Background: The most common application for the next-generation sequencing technologies is resequencing, where short reads from the genome of an individual are aligned to a refere...
Aakrosh Ratan, Yu Zhang, Vanessa M. Hayes, Stephan...