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Forecasting

Prediction of Pharmacological and Xenobiotic Responses to Drugs Based on Time Course Gene Expression Profiles

Tao Huang, WeiRen Cui, [ ... ], Yu-Dong Cai

Pathway Analysis of GWAS Provides New Insights into Genetic Susceptibility to 3 Inflammatory Diseases

Hariklia Eleftherohorinou, Victoria Wright, [ ... ], Michael Levin

Novel Protein-Protein Interactions Inferred from Literature Context

Herman H. H. B. M. van Haagen, Peter A. C. 't Hoen, [ ... ], Martijn J. Schuemie

An Eight-Gene Blood Expression Profile Predicts the Response to Infliximab in Rheumatoid Arthritis

Antonio Julià, Alba Erra, [ ... ], Sara Marsal

Comparing Artificial Neural Networks, General Linear Models and Support Vector Machines in Building Predictive Models for Small Interfering RNAs

Kyle A. McQuisten, Andrew S. Peek

A Statistical Model of Protein Sequence Similarity and Function Similarity Reveals Overly-Specific Function Predictions

Brenton Louie, Roger Higdon, Eugene Kolker

Empirical Bayes Analysis of Quantitative Proteomics Experiments

Adam A. Margolin, Shao-En Ong, [ ... ], Todd R. Golub

Mapping Oil and Gas Development Potential in the US Intermountain West and Estimating Impacts to Species

Holly E. Copeland, Kevin E. Doherty, [ ... ], Joseph M. Kiesecker

V3 Loop Sequence Space Analysis Suggests Different Evolutionary Patterns of CCR5- and CXCR4-Tropic HIV

Katarzyna Bozek, Alexander Thielen, [ ... ], Thomas Lengauer

Rules Governing Selective Protein Carbonylation

Etienne Maisonneuve, Adrien Ducret, [ ... ], Sam Dukan

Prodepth: Predict Residue Depth by Support Vector Regression Approach from Protein Sequences Only

Jiangning Song, Hao Tan, [ ... ], James C. Whisstock

The Validation and Assessment of Machine Learning: A Game of Prediction from High-Dimensional Data

Tune H. Pers, Anders Albrechtsen, [ ... ], Thomas A. Gerds

A Comprehensive Analysis of the Structure-Function Relationship in Proteins Based on Local Structure Similarity

Torgeir R. Hvidsten, Astrid Lægreid, [ ... ], Jan Komorowski

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