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» Statistical Methods for Construction of Neural Networks
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NN
2006
Springer
163views Neural Networks» more  NN 2006»
13 years 8 months ago
Machine learning approaches for estimation of prediction interval for the model output
A novel method for estimating prediction uncertainty using machine learning techniques is presented. Uncertainty is expressed in the form of the two quantiles (constituting the pr...
Durga L. Shrestha, Dimitri P. Solomatine
AIL
2010
60views more  AIL 2010»
13 years 6 months ago
Network-based filtering for large email collections in E-Discovery
The information overload in E-Discovery proceedings makes reviewing expensive and it increases the risk of failure to produce results on time and consistently. New interactive tec...
Hans Henseler
ICDM
2002
IEEE
188views Data Mining» more  ICDM 2002»
14 years 1 months ago
A Comparative Study of RNN for Outlier Detection in Data Mining
We have proposed replicator neural networks (RNNs) as an outlier detecting algorithm [15]. Here we compare RNN for outlier detection with three other methods using both publicly a...
Graham J. Williams, Rohan A. Baxter, Hongxing He, ...
JBCB
2007
161views more  JBCB 2007»
13 years 8 months ago
On Cooperative Quasi-Equilibrium Models of transcriptional Regulation
Mechanistic models for transcriptional regulation are derived using the methods of equilibrium statistical mechanics, to model equilibrating processes that occur at a fast time sc...
Eric Mjolsness
IWANN
2009
Springer
14 years 3 months ago
Wireless Sensor Networks in Home Care
Ambient Intelligence has acquired great importance in recent years and requires the development of new innovative solutions. This paper presents a novel architecture which integrat...
Dante I. Tapia, Juan A. Fraile, Sara Rodríg...