Concepedia

Ensemble learning of runtime prediction models for gene-expression analysis workflows

David A. Monge, Matěj Holec, Filip Železný, Carlos García Garino

Cluster Computing · 2015 · 13 citations · 15 references

Open access

Concepts

Life SciencesBioinformaticsData ScienceGene ExpressionGene Expression AnalysisMachine LearningDifferential Expression AnalysisDifferential Gene Expression AnalysisEnsemble LearningEnsemble MethodsEnsemble ModelingGene Expression ProfilingExpression ProfilingGene Expression Time Series AnalysisPrediction ModelsTime-series Gene Expression Modeling

References

15

The WEKA data mining software

Mark Hall, Eibe Frank, Geoffrey Holmes et al. · ACM SIGKDD Explorations Newsletter · 2009 · 17.8K citations

Computing, Computer Science, Artificial Intelligence +5

On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other

H. B. Mann, Douglas R. Whitney · The Annals of Mathematical Statistics · 1947 · 13.9K citations · Full text

Natural Sciences, Mathematics, Probability Theory +11

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11

Instance-Based Learning Algorithms

David W. Aha, Dennis Kibler, Marc K. Albert · Machine Learning · 1991 · 4.1K citations · Full text

The big challenges of big data

Vivien Marx · Nature · 2013 · 1.2K citations · Full text

Computing, Computer Science, Information Technology +14