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Ensemble of Linear Models for Predicting Drug Properties

https://doi.org/10.1021/ci050375+
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/pds.781openalex-snapshot
Prolongation of the QT interval and cardiac arrhythmias associated with cisapride: limitations of the pharmacoepidemiological studies conducted and proposals for the future
inferredcites →https://doi.org/10.1006/jcss.1997.1504openalex-snapshot
A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
inferredcites →https://doi.org/10.1007/3-540-32390-2_7openalex-snapshot
Boosting the Fisher Linear Discriminant with Random Feature Subsets
inferredcites →https://doi.org/10.1007/3-540-36434-x_4openalex-snapshot
An Introduction to Boosting and Leveraging
inferredcites →https://doi.org/10.1007/3-540-45014-9_18openalex-snapshot
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inferredcites →https://doi.org/10.1007/s100440200011openalex-snapshot
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inferredcites →https://doi.org/10.1016/j.inffus.2004.04.004openalex-snapshot
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inferredcites →https://doi.org/10.1016/s0097-8485(01)00094-8openalex-snapshot
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PLS-regression: a basic tool of chemometrics
inferredcites →https://doi.org/10.1016/s0263-7855(96)00081-1openalex-snapshot
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inferredcites →https://doi.org/10.1016/s1093-3263(01)00127-9openalex-snapshot
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inferredcites →https://doi.org/10.1021/ci00024a017openalex-snapshot
Topological Approach to Drug Design
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inferredcites →https://doi.org/10.1021/ci980029aopenalex-snapshot
Prediction of Human Intestinal Absorption of Drug Compounds from Molecular Structure
inferredcites →https://doi.org/10.1021/jm000244uopenalex-snapshot
Classification of Multidrug-Resistance Reversal Agents Using Structure-Based Descriptors and Linear Discriminant Analysis
inferredcites →https://doi.org/10.1021/jm0255062openalex-snapshot
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inferredcites →https://doi.org/10.1023/a:1018054314350openalex-snapshot
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inferredcites →https://doi.org/10.1023/a:1022859003006openalex-snapshot
Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy
inferredcites →https://doi.org/10.1038/nrd1032openalex-snapshot
ADMET in silico modelling: towards prediction paradise?
inferredcites →https://doi.org/10.1038/nrd1064openalex-snapshot
A brief history of novel drug discovery technologies
inferredcites →https://doi.org/10.1038/nrd1086openalex-snapshot
Hit and lead generation: beyond high-throughput screening
inferredcites →https://doi.org/10.1046/j.1432-1327.1998.2510252.xopenalex-snapshot
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inferredcites →https://doi.org/10.1093/bioinformatics/btg054openalex-snapshot
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inferredcites →https://doi.org/10.1097/00005792-199601000-00001openalex-snapshot
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inferredcites →https://doi.org/10.1124/mol.52.2.323openalex-snapshot
Quantitative Structure-Activity Relationship of Multidrug Resistance Reversal Agents
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The Many Roles of Computation in Drug Discovery
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inferred← citeshttps://doi.org/10.1016/j.chemolab.2010.06.008openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.drudis.2014.01.006openalex-snapshot
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