Yi-Chen Zhang

Publications

125

Citations

H-Index

2014

Active since

Affiliations

Institute of Statistical Science, Academia Sinica(Current)

Yi-Chen Zhang is an author at Institute of Statistical Science, Academia Sinica specializing in functional data analysis, data science, and pattern recognition.

ORCID

Top concepts

StatisticsData MiningEngineeringData SciencePattern RecognitionFunctional Data AnalysisData ModelingMachine LearningKnowledge DiscoveryPredictive Analytics

Publications per year

2014–2019

Publications

A functional data approach to missing value imputation and outlier detection for traffic flow data

Jeng‐Min Chiou, Yi-Chen Zhang, Wan-Hui Chen et al. · Transportmetrica B Transport Dynamics · 2014 · 84 citations

Latent Variable Methods, Traffic Flow Data, Engineering +14

The naive Bayes classifier for functional data

Yi-Chen Zhang, Lyudmila Sakhanenko · Statistics & Probability Letters · 2019 · 41 citations

Data Classification, Classification Method, Naive Bayes Classifier +10

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