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Paffenroth, Randy Clinton
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Patterns Detection on Multivariate High-Frequency Time Series
Robust State Estimation and Deep Learning for Time Series Analysis
Ranking for Decision Making: Fairness and Usability
Anomaly Detection with Advanced Nonlinear Dimensionality Reduction
Variational Open Set Recognition
Improving Model Performance with Robust PCA
Robust Methods for Anomaly Detection with Applications to Cyber Data
Machine learning approaches to manufacturing and materials: Applications to semi-super...
Versatile Anomaly Detection with Outlier Preserving Distribution Mapping Autoencoders
Dimension Reduction and LASSO using Pointwise and Group Norms
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PhD Dissertations
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Ahani, Narges
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Bahadur, Nitish
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Agu, Emmanuel O.
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Apelian, Diran
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Brown, Donald R.
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Capogna, Luca
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Agu, Emmanuel O.
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Alkhateeb, Ahmed
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Anderson, Kevin
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Bioinformatics & Computational Biology
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Worcester Polytechnic Institute
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https://creativecommons.org/licenses/by-nc/4.0/
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