Concepedia

Input Feature Extraction for Multilayered Perceptrons Using Supervised Principal Component Analysis

Stavros Perantonis, Vassilis Virvilis

Neural Processing Letters · 1999 · 47 citations · 16 references

Concepts

ComputingComputer EngineeringComputer ScienceFeature EngineeringMachine LearningStatistical LearningFeature ExtractionNeural NetworksPattern RecognitionPrincipal Component AnalysisRepresentation LearningSupervised LearningLearned Feature RepresentationsMultilayer PerceptronNeural Feature ExtractionPerceptronPrincipal Component Analysis FeaturesStatistical Feature Extraction

References

16

The Advanced Theory of Statistics.

G. M. Clarke, M. G. Kendall, A. Stuart · Journal of the Royal Statistical Society Series A (General) · 1978 · 6.7K citations

Natural Sciences, Mathematics, Physics +12

Kendall's Advanced Theory of Statistics.

Aa, Alan Stuart, Keith Ord · Journal of the American Statistical Association · 1995 · 2.7K citations

Natural Sciences, Mathematics, Probability Theory +9

Simplified neuron model as a principal component analyzer

Erkki Oja · Journal of Mathematical Biology · 1982 · 2.3K citations

Life Sciences, Neuroscience, Computational Neuroscience +12

UCI Repository of Machine Learning Databases

Patrick M. Murphy · Medical Entomology and Zoology · 1994 · 1.8K citations

Computing, Computer Science, Data Mining +9

Optimal unsupervised learning in a single-layer linear feedforward neural network

Terence D. Sanger · Neural Networks · 1989 · 1.5K citations

Computing, Computer Science, Machine Learning +7