Karl Timothy LeRoy Pazdernik
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Works (6)
2022 journal article
A Comparison of Infectious Disease Forecasting Methods across Locations, Diseases, and Time
PATHOGENS, 11(2).
author keywords: infectious disease forecasting; prediction; big data; multi-feature fusion; machine learning; deep learning; GLARMA; campylobacteriosis; typhoid; Q-fever
www.mdpi.com (publisher PDF)
Source: Web Of Science
Added: July 11, 2022
2022 journal article
Dynamic logistic regression and variable selection: Forecasting and contextualizing civil unrest
INTERNATIONAL JOURNAL OF FORECASTING, 38(2), 648–661.
author keywords: Civil unrest; Dynamic logistic regression; Forecasting; Polya-Gamma latent variable; Penalized credible regions
Sources: Web Of Science, ORCID
Added: September 4, 2021
2022 journal article
Predicting infectious disease for biopreparedness and response: A systematic review of machine learning and deep learning approaches
ONE HEALTH, 15.
author keywords: Systematic review; Infectious diseases; Disease prediction; Disease forecast; Machine learning; Deep learning
Source: Web Of Science
Added: November 14, 2022
2021 article
Estimating basis functions in massive fields under the spatial mixed effects model
Pazdernik, K., & Maitra, R. (2021, July 31). STATISTICAL ANALYSIS AND DATA MINING.
author keywords: alternating expectation conditional maximization algorithm; bandwidth; basis functions; fixed rank kriging; maximum likelihood estimation; range parameter
Source: Web Of Science
Added: August 16, 2021
2020 journal article
Microstructural classification of unirradiated LiAlO2 pellets by deep learning methods
COMPUTATIONAL MATERIALS SCIENCE, 181.
author keywords: Deep convolutional neural network; Scanning electron microscopy; Spatial point process; Image segmentation
Source: Web Of Science
Added: July 20, 2020
2018 journal article
Twitter geolocation: A hybrid approach
ACM Transactions on Knowledge Discovery from Data, 12(3).
Source: NC State University Libraries
Added: August 6, 2018
