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» Model Selection and Error Estimation
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93
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CMPB
2011
69views more  CMPB 2011»
14 years 10 months ago
Modelling acute renal failure using blood and breath biomarkers in rats
: This paper compares three methods for estimating renal function, tested in rats. Acute Renal Failure (ARF) was induced via a 60-minute bilateral renal artery clamp in 8 Sprague-D...
Katherine T. Moorhead, Jonathan V. Hill, J. Geoffr...
136
Voted
NECO
2002
100views more  NECO 2002»
15 years 3 months ago
Robust Regression with Asymmetric Heavy-Tail Noise Distributions
In the presence of a heavy-tail noise distribution, regression becomes much more di cult. Traditional robust regression methods assume that the noise distribution is symmetric and...
Ichiro Takeuchi, Yoshua Bengio, Takafumi Kanamori
112
Voted
CII
2010
87views more  CII 2010»
15 years 3 months ago
The Unified Enterprise Modelling Language - Overview and further work
: The Unified Enterprise Modelling Language (UEML) aims to support integrated use of enterprise and IS models expressed in a variety of languages. The achieve this aim, UEML provid...
Víctor Anaya, Giuseppe Berio, Mounira Harza...
ICASSP
2008
IEEE
15 years 10 months ago
Weighted maximum likelihood autoregressive and moving average spectrum modeling
We propose new algorithms for estimating autoregressive (AR), moving average (MA), and ARMA models in the spectral domain. These algorithms are derived from a maximum likelihood a...
Roland Badeau, Bertrand David
104
Voted
ECAI
2004
Springer
15 years 9 months ago
Piece-Wise Model Fitting Using Local Data Patterns
In this paper we propose a novel classification algorithm that fits models of different complexity on separate regions of the input space. The goal is to achieve a balance betwee...
Ricardo Vilalta, Murali-Krishna Achari, Christoph ...