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IJON
2002
84views more  IJON 2002»
13 years 4 months ago
On the generative probability density model in the self-organizing map
The Self-Organizing Map, SOM, is a widely used tool in exploratory data analysis. A major drawback of the SOM has been the lack of a theoretically justified criterion for model se...
Timo Kostiainen, Jouko Lampinen
ICMCS
2006
IEEE
113views Multimedia» more  ICMCS 2006»
13 years 11 months ago
Fast Multi-Reference Frame Motion Estimation via Downhill Simplex Search
Multi-reference frame motion estimation improves the accuracy of motion compensation in video compression, but it also dramatically increases computational complexity. Based on tr...
Chen-Kuo Chiang, Shang-Hong Lai
HIS
2008
13 years 6 months ago
Genetic-Based Synthetic Data Sets for the Analysis of Classifiers Behavior
In this paper, we highlight the use of synthetic data sets to analyze learners behavior under bounded complexity. We propose a method to generate synthetic data sets with a specif...
Núria Macià, Albert Orriols-Puig, Es...
CDC
2009
IEEE
136views Control Systems» more  CDC 2009»
13 years 8 months ago
A probabilistic approach to air traffic complexity evaluation
Assessing air traffic complexity on a mid term horizon can help to timely identify those safety-critical encounter situations that would require many tactical resolution maneuvers ...
Maria Prandini, Jianghai Hu
SCFBM
2008
107views more  SCFBM 2008»
13 years 4 months ago
Microbial Diagnostic Array Workstation (MDAW): a web server for diagnostic array data storage, sharing and analysis
Background: Microarrays are becoming a very popular tool for microbial detection and diagnostics. Although these diagnostic arrays are much simpler when compared to the traditiona...
Joy Scaria, Aswathy Sreedharan, Yung-Fu Chang