Difference between revisions of "Literature Studies"

(Literature Results)
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=== ODE-based Modelling ===
 
=== ODE-based Modelling ===
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* [[Hybrid optimization method with general switching strategy for parameter estimation]]
 
* [[Lessons Learned from Quantitative Dynamical Modeling in Systems Biology]]
 
* [[Lessons Learned from Quantitative Dynamical Modeling in Systems Biology]]
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* [[Ways to Fit a PK Model with Some Data Below the Quantification Limit]]
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* [[ODE parameter inference using adaptive gradient matching with Gaussian processes]]
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=== High-throughput data preprocessing ===
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===== 2009 =====
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* [[Comparison of Affymetrix data normalization methods using 6,926 experiments across five array generations]]
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===== 2010 =====
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* [[Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments]]
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===== 2012 =====
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* [[A comprehensive evaluation of normalization methods for Illumina high-throughput RNA sequencing data analysis]]
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===== 2014 =====
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* [[Normalyzer: A Tool for Rapid Evaluation of Normalization Methods
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for Omics Data Sets]]
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=== Feature Selection and Dimension Reduction ===
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===== 2015 =====
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* [[Comparing feature selection methods for highdimensional imbalanced data: identifying rheumatoid arthritis cohorts from routine data]]
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=== Classification ===
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* [[Predicting Breast Cancer Survivability Using Data Mining Techniques]]

Revision as of 11:51, 9 August 2018