Zhiyuan Zhu
Biographic Data
| ID | 4442605 |
|---|---|
| NAME | Zhiyuan Zhu |
| GIVEN NAMES | Zhiyuan |
| FAMILY NAME | Zhu |
| SIGNATURE | ZHU Z |
| AFFILIATIONS | Northwest A&F University |
| ORCID | 0000-0002-7131-0116 |
| VERIFIED | Yes |
| TOTAL WORKS | 11 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 11 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Adaptation fatigue
Applying Multiple Machine Learning Models to Classify Mild Cognitive Impairment from Speech in Community-Dwelling Older Adults
This study aims to develop effective screening tools for cognitive impairment by integrating optimised speech classification features with various machine learning models. A total of 65 patients diagnosed with early-stage Mild Cognitive Impairment (MCI) and 55 healthy controls (HCs) were included. Audio data were collected through a picture description task and processed using the Python-based Librosa library for speech feature extraction. Three …
The effectiveness of entry deregulation
Spatial optimization of cropping patterns of staple crops to enhance supply–demand balance in China
Few-Shot Synthetic Online Transfer Learning for Cross-Site Neurological Disease Diagnosis
Cross-site datasets expand the data size and could improve the disease diagnosis capabilities of machine learning models. However, differences in data distribution between different sites can lead to poor model generalizability. Although transfer learning is a mainstream method often used to tackle the issue, most transfer learning studies assume that all the target samples are given in the training procedure, which is not available in clinical a…
Assessment and Multiscenario Simulation of Land Use and Ecosystem Services Interactions in Inner Mongolia
Balancing land development and ecological protection poses significant challenges for sustainable development in arid and semi‐arid regions like Inner Mongolia. This study uses the integrated valuation of ecosystem services (ESs) trade‐offs model and patch‐generated land‐use simulation model to analyze the impacts of land‐use/cover (LULC) changes on ESs from 2005 to 2020 and simulate scenarios for 2035. The results show that (1) ecological govern…
Novel paradigm of mosquito-borne disease control based on self-powered strategy
OPINION article Front. Public Health, 20 January 2023Sec. Planetary Health Volume 11 - 2023 | https://doi.org/10.3389/fpubh.2023.1115000
Deciphering the spatial and temporal evolution of urban anthropogenic resilience within the Yangtze River Delta urban agglomeration
Sleep monitoring based on triboelectric nanogenerator
OPINION article Front. Psychiatry, 16 May 2023Sec. Sleep Disorders Volume 14 - 2023 | https://doi.org/10.3389/fpsyt.2023.1163003
Landscape Ecological Risk Assessment Based on Land Use Change in the Yellow River Basin of Shaanxi, China
The Yellow River Basin in Shaanxi (YRBS) has a relatively fragile ecological environment, with severe soil erosion and a high incidence of natural and geological disasters. In this study, a river basin landscape ecological risk assessment model was constructed using landscape ecology principles to investigate the temporal and spatial evolution, as well as the spatial autocorrelation characteristics of landscape ecological risks in the YRBS over a…
Spatiotemporal Evolution of Non-Grain Production of Cultivated Land and Its Underlying Factors in China
Food security is the foundation of development. We comprehensively characterized the spatiotemporal patterns of non-grain production (NGP) areas in China and elucidated the underlying factors driving NGP. Our objectives were to map NGP on cultivated land (NGPCL) in China, and to quantify its spatiotemporal patterns, to investigate the factors underlying NGP spatial differentiation, and to provide a scientific basis for developing NGP management p…
No prominent works on this page.
Landscape Ecological Risk Assessment Based on Land Use Change in the Yellow River Basin of Shaanxi, China
The Yellow River Basin in Shaanxi (YRBS) has a relatively fragile ecological environment, with severe soil erosion and a high incidence of natural and geological disasters. In this study, a river basin landscape ecological risk assessment model was constructed using landscape ecology principles to investigate the temporal and spatial evolution, as well as the spatial autocorrelation characteristics of landscape ecological risks in the YRBS over a…
Spatiotemporal Evolution of Non-Grain Production of Cultivated Land and Its Underlying Factors in China
Food security is the foundation of development. We comprehensively characterized the spatiotemporal patterns of non-grain production (NGP) areas in China and elucidated the underlying factors driving NGP. Our objectives were to map NGP on cultivated land (NGPCL) in China, and to quantify its spatiotemporal patterns, to investigate the factors underlying NGP spatial differentiation, and to provide a scientific basis for developing NGP management p…
Novel paradigm of mosquito-borne disease control based on self-powered strategy
OPINION article Front. Public Health, 20 January 2023Sec. Planetary Health Volume 11 - 2023 | https://doi.org/10.3389/fpubh.2023.1115000
Deciphering the spatial and temporal evolution of urban anthropogenic resilience within the Yangtze River Delta urban agglomeration
Sleep monitoring based on triboelectric nanogenerator
OPINION article Front. Psychiatry, 16 May 2023Sec. Sleep Disorders Volume 14 - 2023 | https://doi.org/10.3389/fpsyt.2023.1163003
Few-Shot Synthetic Online Transfer Learning for Cross-Site Neurological Disease Diagnosis
Cross-site datasets expand the data size and could improve the disease diagnosis capabilities of machine learning models. However, differences in data distribution between different sites can lead to poor model generalizability. Although transfer learning is a mainstream method often used to tackle the issue, most transfer learning studies assume that all the target samples are given in the training procedure, which is not available in clinical a…
Assessment and Multiscenario Simulation of Land Use and Ecosystem Services Interactions in Inner Mongolia
Balancing land development and ecological protection poses significant challenges for sustainable development in arid and semi‐arid regions like Inner Mongolia. This study uses the integrated valuation of ecosystem services (ESs) trade‐offs model and patch‐generated land‐use simulation model to analyze the impacts of land‐use/cover (LULC) changes on ESs from 2005 to 2020 and simulate scenarios for 2035. The results show that (1) ecological govern…
Spatial optimization of cropping patterns of staple crops to enhance supply–demand balance in China
Adaptation fatigue
Applying Multiple Machine Learning Models to Classify Mild Cognitive Impairment from Speech in Community-Dwelling Older Adults
This study aims to develop effective screening tools for cognitive impairment by integrating optimised speech classification features with various machine learning models. A total of 65 patients diagnosed with early-stage Mild Cognitive Impairment (MCI) and 55 healthy controls (HCs) were included. Audio data were collected through a picture description task and processed using the Python-based Librosa library for speech feature extraction. Three …
The effectiveness of entry deregulation
China (4 works) · Geography (4 works) · Computer Science (3 works) · Ecology (3 works) · Land Use and Ecosystem Services (3 works) · Archaeology (2 works) · Artificial Intelligence (2 works) · Biology (2 works) · Cartography (2 works) · Ecosystem (2 works)