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Comparing classifier performance with baselines.
Nat Methods. 2024 Apr;21(4):546-548. doi: 10.1038/s41592-024-02234-5.
Nat Methods. 2024.
PMID: 38519801
No abstract available.
Explaining the Varying Patterns of COVID-19 Deaths Across the United States: 2-Stage Time Series Clustering Framework.
Megahed FM, Jones-Farmer LA, Ma Y, Rigdon SE.
Megahed FM, et al. Among authors: jones farmer la.
JMIR Public Health Surveill. 2022 Jul 19;8(7):e32164. doi: 10.2196/32164.
JMIR Public Health Surveill. 2022.
PMID: 35476722
Free PMC article.
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Modeling the differences in the time-series profiles of new COVID-19 daily confirmed cases in 3,108 contiguous U.S. counties: A retrospective analysis.
Megahed FM, Jones-Farmer LA, Zhao L, Rigdon SE.
Megahed FM, et al. Among authors: jones farmer la.
PLoS One. 2021 Nov 3;16(11):e0242896. doi: 10.1371/journal.pone.0242896. eCollection 2021.
PLoS One. 2021.
PMID: 34731173
Free PMC article.
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Explaining Predictive Model Performance: An Experimental Study of Data Preparation and Model Choice.
Ahady Dolatsara H, Chen YJ, Leonard RD, Megahed FM, Jones-Farmer LA.
Ahady Dolatsara H, et al. Among authors: jones farmer la.
Big Data. 2023 Jun;11(3):199-214. doi: 10.1089/big.2021.0067. Epub 2021 Oct 5.
Big Data. 2023.
PMID: 34612727
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A forecasting framework for predicting perceived fatigue: Using time series methods to forecast ratings of perceived exertion with features from wearable sensors.
Hajifar S, Sun H, Megahed FM, Jones-Farmer LA, Rashedi E, Cavuoto LA.
Hajifar S, et al. Among authors: jones farmer la.
Appl Ergon. 2021 Jan;90:103262. doi: 10.1016/j.apergo.2020.103262. Epub 2020 Sep 11.
Appl Ergon. 2021.
PMID: 32927403
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