Kristen A. Severson

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2022

Feature Selection Based on Subpopulations and Propensity Score Matching: A Coronary Artery Disease Use Case using the UK Biobank.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2022, 2022

2021

DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Statistical learning for accurate and interpretable battery lifetime prediction.

[BibT_eX]

[DOI]

Peter M. Attia

Kristen A. Severson

Jeremy D. Witmer

CoRR, 2021

2020

BEEP: A Python library for Battery Evaluation and Early Prediction.

[BibT_eX]

[DOI]

Patrick K. Herring

Chirranjeevi Balaji Gopal

SoftwareX, 2020

Identifying unreliable predictions in clinical risk models.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2020

Closed-loop optimization of fast-charging protocols for batteries with machine learning.

[BibT_eX]

[DOI]

Nat., 2020

Personalized Input-Output Hidden Markov Models for Disease Progression Modeling.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2020

2019

DPVis: Visual Exploration of Disease Progression Pathways.

[BibT_eX]

[DOI]

CoRR, 2019

Generative Oversampling with a Contrastive Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Unsupervised Learning with Contrastive Latent Variable Models.

[BibT_eX]

[DOI]

Kristen A. Severson

Soumya Ghosh

Kenney Ng

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Challenges and opportunities in biopharmaceutical manufacturing control.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2018

2017

A method for learning a sparse classifier in the presence of missing data for high-dimensional biological datasets.

[BibT_eX]

[DOI]

Bioinform., 2017

2016

Perspectives on process monitoring of industrial systems.

[BibT_eX]

[DOI]

Kristen A. Severson

Paphonwit Chaiwatanodom

Richard D. Braatz

Annu. Rev. Control., 2016

2015

Elastic net with Monte Carlo sampling for data-based modeling in biopharmaceutical manufacturing facilities.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2015

Kristen A. Severson

Bibliography

Loading...