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» Density of Critical Factorizations
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AUSAI
2003
Springer
15 years 4 months ago
On Why Discretization Works for Naive-Bayes Classifiers
We investigate why discretization is effective in naive-Bayes learning. We prove a theorem that identifies particular conditions under which discretization will result in naiveBay...
Ying Yang, Geoffrey I. Webb
106
Voted
ISLPED
2007
ACM
132views Hardware» more  ISLPED 2007»
15 years 2 months ago
Thermal response to DVFS: analysis with an Intel Pentium M
Increasing power density in computing systems from laptops to servers has spurred interest in dynamic thermal management. Based on the success of dynamic voltage and frequency sca...
Heather Hanson, Stephen W. Keckler, Soraya Ghiasi,...
146
Voted
NECO
1998
116views more  NECO 1998»
15 years 13 days ago
GTM: The Generative Topographic Mapping
Latent variable models represent the probability density of data in a space of several dimensions in terms of a smaller number of latent, or hidden, variables. A familiar example ...
Christopher M. Bishop, Markus Svensén, Chri...
179
Voted
CSCW
2011
ACM
14 years 7 months ago
Network properties and social sharing of emotions in social awareness streams
The relationship between social sharing of emotions, social networks and social ties is an ongoing topic of research. Such sharing of emotions occurs frequently in “social aware...
Funda Kivran-Swaine, Mor Naaman
CORR
2012
Springer
209views Education» more  CORR 2012»
13 years 8 months ago
Densest Subgraph in Streaming and MapReduce
The problem of finding locally dense components of a graph is an important primitive in data analysis, with wide-ranging applications from community mining to spam detection and ...
Bahman Bahmani, Ravi Kumar, Sergei Vassilvitskii