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Publications by Mirka Saarela
Robust Principal Component Analysis of Data With Missing Values
Lecture Notes in Computer Science
Computer Science
Theoretical Computer Science
Knowledge Discovery From the Programme for International Student Assessment
Studies in Systems, Decision and Control
Control
Systems Engineering
Finance
Automotive Engineering
Decision Sciences
Economics
Econometrics
Optimization
Computer Science
Social Sciences
Related publications
Principal Component Analysis for Large Scale Problems With Lots of Missing Values
Lecture Notes in Computer Science
Computer Science
Theoretical Computer Science
Robust Imputation Method for Missing Values in Microarray Data
BMC Bioinformatics
Biochemistry
Applied Mathematics
Computer Science Applications
Structural Biology
Molecular Biology
Probabilistic Principal Component Analysis With Expectation Maximization (PPCA-EM) Facilitates Volume Classification and Estimates the Missing Data
Journal of Structural Biology
Structural Biology
Robust Traffic Anomaly Detection With Principal Component Pursuit
Analysis of Longitudinal Data From Animals With Missing Values Using SPSS
Nature Protocols
Biochemistry
Genetics
Molecular Biology
Side Information in Robust Principal Component Analysis: Algorithms and Applications
Group-Wise Principal Component Analysis for Exploratory Data Analysis
Journal of Computational and Graphical Statistics
Combinatorics
Uncertainty
Statistics
Probability
Discrete Mathematics
Figure 4: Principal Component Analysis of Metabolome Data.
PolySTest: Robust Statistical Testing of Proteomics Data With Missing Values Improves Detection of Biologically Relevant Features
