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COLT
1995
Springer
15 years 10 months ago
Regression NSS: An Alternative to Cross Validation
The Noise Sensitivity Signature (NSS), originally introduced by Grossman and Lapedes (1993), was proposed as an alternative to cross validation for selecting network complexity. I...
Michael P. Perrone, Brian S. Blais
167
Voted
GEOINFORMATICA
1998
107views more  GEOINFORMATICA 1998»
15 years 6 months ago
A Comparison of Two Approaches to Ranking Algorithms Used to Compute Hill Slopes
The calculation of slope (downhill gradient) for a point in a digital elevation model (DEM) is a common procedure in the hydrological, environmental and remote sensing sciences. T...
Kevin H. Jones
PRL
2007
148views more  PRL 2007»
15 years 6 months ago
Damascening video databases for evaluation of face tracking and recognition - The DXM2VTS database
Performance quantification of biometric systems, such as face tracking and recognition highly depend on the database used for testing the systems. Systems trained and tested on r...
Dereje Teferi, Josef Bigün
TMM
2011
166views more  TMM 2011»
15 years 1 months ago
Audiovisual Discrimination Between Speech and Laughter: Why and When Visual Information Might Help
Past research on automatic laughter classification / detection has focused mainly on audio-based approaches. Here we present an audiovisual approach to distinguishing laughter fr...
Stavros Petridis, Maja Pantic
SIGIR
2012
ACM
13 years 9 months ago
An uncertainty-aware query selection model for evaluation of IR systems
We propose a mathematical framework for query selection as a mechanism for reducing the cost of constructing information retrieval test collections. In particular, our mathematica...
Mehdi Hosseini, Ingemar J. Cox, Natasa Milic-Frayl...