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» Comparing Networks from a Data Analysis Perspective
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159
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JMLR
2012
13 years 6 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
136
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BMCBI
2008
177views more  BMCBI 2008»
15 years 3 months ago
Baseline Correction for NMR Spectroscopic Metabolomics Data Analysis
Background: We propose a statistically principled baseline correction method, derived from a parametric smoothing model. It uses a score function to describe the key features of b...
Yuanxin Xi, David M. Rocke
203
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GIS
2007
ACM
16 years 4 months ago
A model for enriching trajectories with semantic geographical information
The collection of moving object data is becoming more and more common, and therefore there is an increasing need for the efficient analysis and knowledge extraction of these data ...
Alejandro A. Vaisman, Bart Kuijpers, Bart Moelans,...
132
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IJAHUC
2010
130views more  IJAHUC 2010»
15 years 2 months ago
Secure traffic data propagation in Vehicular Ad Hoc Networks
: In vehicular ad hoc network, vehicles can share traffic/emergency information. The information should not be modified/manipulated during transmission without detection. We pres...
Baber Aslam, Soyoung Park, Cliff Changchun Zou, Da...
155
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SIGMOD
2010
ACM
232views Database» more  SIGMOD 2010»
15 years 3 months ago
Optimizing content freshness of relations extracted from the web using keyword search
An increasing number of applications operate on data obtained from the Web. These applications typically maintain local copies of the web data to avoid network latency in data acc...
Mohan Yang, Haixun Wang, Lipyeow Lim, Min Wang