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JMLR
2006
135views more  JMLR 2006»
15 years 6 months ago
Quantile Regression Forests
Random forests were introduced as a machine learning tool in Breiman (2001) and have since proven to be very popular and powerful for high-dimensional regression and classificatio...
Nicolai Meinshausen
NPL
2006
98views more  NPL 2006»
15 years 6 months ago
Lamb Meat Quality Assessment by Support Vector Machines
The correct assessment of meat quality (i.e., to fulfill the consumer's needs) is crucial element within the meat industry. Although there are several factors that affect the ...
Paulo Cortez, Manuel Portelinha, Sandra Rodrigues,...
TC
2008
15 years 6 months ago
Adaptive Fault Management of Parallel Applications for High-Performance Computing
As the scale of high-performance computing (HPC) continues to grow, failure resilience of parallel applications becomes crucial. In this paper, we present FT-Pro, an adaptive fault...
Zhiling Lan, Yawei Li
CCR
2005
103views more  CCR 2005»
15 years 6 months ago
Part II: control theory for buffer sizing
This article describes how control theory has been used to address the question of how to size the buffers in core Internet routers. Control theory aims to predict whether the net...
Gaurav Raina, Donald F. Towsley, Damon Wischik
TROB
2008
91views more  TROB 2008»
15 years 6 months ago
A Fundamental Tradeoff Between Performance and Sensitivity Within Haptic Rendering
In this paper we show that for haptic rendering using position feedback, the structure of the feedback loop imposes a fundamental tradeoff between accurate rendering of virtual env...
Paul G. Griffiths, R. Brent Gillespie, James S. Fr...