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Investigating the impact of data normalization on classification performance

Applied Soft Computing · 2019 · Vol. 97 · pp. 105524–105524
Dalwinder SinghBirmohan Singh
Machine Learning and Data ClassificationAdvanced Statistical Methods and ModelsFace and Expression RecognitionNormalization (sociology)Feature selectionWeightingComputer scienceArtificial intelligenceClassifier (UML)Pattern recognition (psychology)Feature (linguistics)Database normalizationData mining
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References
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Robust Statistics: The Approach Based on Influence Functions
Technometrics · 1987 · 3,794 citations
A GA-based feature selection and parameters optimizationfor support vector machines
Expert Systems with Applications · 2005 · 1,367 citations
Score normalization in multimodal biometric systems
Pattern Recognition · 2005 · 2,108 citations
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