Xiaodan Zhou

Statistics

2023 journal article

Gradient-based optimization for multi-scale geographically weighted regression

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE.

By: X. Zhou*, R. Assuncao*, H. Shao*, C. Huang*, M. Janikas* & H. Asefaw*

author keywords: Spatial analysis; spatially varying coefficients; large spatial dataset; scalability
TL;DR: The proposed calibrating MGWR with gradient-based optimization reduces the runtime to quadratic convergence and makes the memory use linear with respect to sample size and outperforms the existing alternatives and makes it feasible for large spatial datasets. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: November 20, 2023

2023 article

The Impact of Ambient and Wildfire Air Pollution on Rhinosinusitis and Olfactory Dysfunction

Yu, S. E., Athni, T. S., Mitchell, M. B., Zhou, X., Chiang, S., & Lee, S. E. (2023, December 4). CURRENT ALLERGY AND ASTHMA REPORTS.

By: S. Yu*, T. Athni*, M. Mitchell*, X. Zhou n, S. Chiang* & S. Lee*

author keywords: Chronic rhinosinusitis (CRS); Olfaction; Particulate matter (PM); Wildfire; Air pollution; Volatile organic compounds (VOCs)
TL;DR: The role of ambient and wildfire air pollution in chronic rhinosinusitis and olfactory dysfunction is summarized to provide a perspective on gaps in the literature and to impact the development and sequelae of sinonasal pathophysiology. (via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (Web of Science; OpenAlex)
Source: Web Of Science
Added: January 2, 2024

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