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» Ensemble of Linear Models for Predicting Drug Properties
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JCISD
2002
63views more  JCISD 2002»
13 years 6 months ago
Prediction of Ultraviolet Spectral Absorbance Using Quantitative Structure-Property Relationships
High performance liquid chromatography (HPLC) with ultraviolet (UV) spectrophotometric detection is a common method for analyzing reaction products in organic chemistry. This proc...
William L. Fitch, Malcolm McGregor, Alan R. Katrit...
IJCNN
2006
IEEE
14 years 20 days ago
Statistical Mechanics of Online Learning for Ensemble Teachers
— We analyze the generalization performance of a student in a model composed of linear perceptrons: a true teacher, ensemble teachers, and the student. Calculating the generaliza...
Seiji Miyoshi, Masato Okada
BMCBI
2007
141views more  BMCBI 2007»
13 years 6 months ago
Artificial neural network models for prediction of intestinal permeability of oligopeptides
Background: Oral delivery is a highly desirable property for candidate drugs under development. Computational modeling could provide a quick and inexpensive way to assess the inte...
Eunkyoung Jung, Junhyoung Kim, Minkyoung Kim, Dong...
JCAMD
2010
82views more  JCAMD 2010»
13 years 5 months ago
Making priors a priority
When we build a predictive model of a drug property we rigorously assess its predictive accuracy, but we are rarely able to address the most important question, “How useful will...
Matthew Segall, Andrew Chadwick
ETRA
2008
ACM
120views Biometrics» more  ETRA 2008»
13 years 8 months ago
Eye movement prediction by Kalman filter with integrated linear horizontal oculomotor plant mechanical model
The goal of this paper is to predict future horizontal eye movement trajectories within a specified time interval. To achieve this goal a linear horizontal oculomotor plant mechan...
Oleg Komogortsev, Javed I. Khan