David Brian Huberman

Works (4)

Updated: July 5th, 2023 15:36

2022 article

Correction: Nonparametric conditional density estimation in a deep learning framework for short-term forecasting

Huberman, D. B., Reich, B. J., & Bondell, H. D. (2022, August 26). Environmental and Ecological Statistics, Vol. 8.

By: D. Huberman n, B. Reich n  & H. Bondell *

Contributors: D. Huberman n, B. Reich n  & H. Bondell *

topics (OpenAlex): Energy Load and Power Forecasting; Air Quality Monitoring and Forecasting; Forecasting Techniques and Applications
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Sources: Web Of Science, NC State University Libraries, ORCID
Added: September 6, 2022

2021 article

Nonparametric conditional density estimation in a deep learning framework for short-term forecasting

Huberman, D. B., Reich, B. J., & Bondell, H. D. (2021, May 20). Environmental and Ecological Statistics, Vol. 5.

By: D. Huberman n, B. Reich n  & H. Bondell*

Contributors: D. Huberman n, B. Reich n  & H. Bondell*

author keywords: Case– control sampling; Conditional distribution estimation; Deep learning; Environmental statistics; Machine learning; Nonparametric statistics
topics (OpenAlex): Tropical and Extratropical Cyclones Research; Climate variability and models; Hydrology and Drought Analysis; Flood Risk Assessment and Management
TL;DR: A technique that simultaneously estimates the entire conditional distribution and flexibly allows for machine learning techniques to be incorporated is proposed, and further computational developments can fully unlock its insights in more complex forecasting and other applications. (via Semantic Scholar)
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14. Life Below Water (OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: June 10, 2021

2020 article

Estimating the drivers of species distributions with opportunistic data using mediation analysis

Huberman, D. B., Reich, B. J., Pacifici, K., & Collazo, J. A. (2020, June 1). Ecosphere, Vol. 11.

By: D. Huberman n, B. Reich n , K. Pacifici n  & J. Collazo n 

Contributors: D. Huberman n, B. Reich n , K. Pacifici n  & J. Collazo n 

author keywords: mediation analysis; occupancy modeling; opportunistic data; spatial statistics
topics (OpenAlex): Economic and Environmental Valuation; Wildlife Ecology and Conservation; Spatial and Panel Data Analysis
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UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
14. Life Below Water (Web of Science)
15. Life on Land (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: August 10, 2020

2017 article

Noncentral Nervous System Systemic Embolism in Patients With Atrial Fibrillation

Orgel, R., Wojdyla, D., Huberman, D., Halperin, J. L., Breithardt, G., Singer, D. E., … Patel, M. R. (2017, May 1). Circulation Cardiovascular Quality and Outcomes.

By: R. Orgel n, D. Wojdyla n, D. Huberman n, J. Halperin  n, G. Breithardt  n, D. Singer  n, K. Fox  n, G. Hankey  n ...

MeSH headings : Administration, Oral; Atrial Fibrillation / complications; Atrial Fibrillation / drug therapy; Dose-Response Relationship, Drug; Embolism / etiology; Embolism / prevention & control; Factor Xa Inhibitors / administration & dosage; Humans; Multicenter Studies as Topic; Peripheral Nervous System Diseases / etiology; Peripheral Nervous System Diseases / prevention & control; Randomized Controlled Trials as Topic; Rivaroxaban / administration & dosage; Stroke / etiology; Stroke / prevention & control; Vitamin K / antagonists & inhibitors; Warfarin / administration & dosage
topics (OpenAlex): Atrial Fibrillation Management and Outcomes; Cardiac Arrhythmias and Treatments; Acute Ischemic Stroke Management
TL;DR: The incidence, location, diagnosis, treatment, and outcomes in patients with non-CNS SE, a multicenter, randomized, double-blind, event-driven trial conducted at 1178 participating sites in 45 countries, are described. (via Semantic Scholar)
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3. Good Health and Well-being (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

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