Zhe Liu
Biographic Data
| ID | 3729345 |
|---|---|
| NAME | Zhe Liu |
| GIVEN NAMES | Zhe |
| FAMILY NAME | Liu |
| SIGNATURE | LIU Z |
| AFFILIATIONS | Xi'an Jiaotong University |
| ORCID | 0000-0003-2983-3471 |
| VERIFIED | Yes |
| TOTAL WORKS | 62 |
| TOTAL CITATIONS | 17 |
| AUTHOR COUNT | 62 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2006 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 2 |
HFDFM: A Heterogeneous Credit Card Fraud Detection Model Based on Federated Learning With Membership Privacy
Credit card fraud brings serious losses to both cardholders and card issuers. To reduce losses caused by fraudulent behaviors, banking institutions establish credit card fraud detection (CCFD) models to identify potential fraudulent behaviors. To develop more effective fraud detection models, banking institutions need to collaborate on model training. Federated learning (FL) enables collaboration on fraud detection model training without exchangi…
Political Response Analysis of Twitter/X Users Using Topic-Based Sentiment Analysis
The heavy use of social media platforms is generating a high volume of affective data over the internet. This data is being used by researchers in various domains for prediction, qualitative, and quantitative analytical problems such as stock market prediction, opinion mining of online reviews on products, events, and many more. This article leverages X data for the political response analysis of users towards the 2019 Indian General election. In…
Seroprevalence and associated risk factors of human brucellosis among occupational population in Binzhou, China: A cross-sectional study
Background Brucellosis remains a global public health challenge, particularly in regions with high levels of livestock farming like Binzhou. This study aims to investigate the seroprevalence and associated risk factors of brucellosis among occupational populations in Binzhou. Methods From January to December 2024, a cross-sectional study among occupational populations was conducted in Binzhou, China. A total of 1,312 participants were recruited t…
Economic evaluation of school scoliosis screening in Gannan Tibetan autonomous prefecture, Gansu Province: A cost-utility analysis based on decision tree-Markov model
Objective: This study evaluates the cost-utility of school-based scoliosis screening for adolescents in resource-limited settings to inform regional school health and disease control policies. Methods: We performed a model-based cost-utility analysis using real-world data from a screening program in Gannan Tibetan Autonomous Prefecture, Gansu Province. A decision tree linked to a Markov cohort model compared "organized school-based screening" wit…
Efficient Evaluation Method for Paddy Field Quality at Plot Scale Based on Multi‐Source Data and Random Forest Model
China is rapidly constructing well‐facilitated farmland projects, with paddy fields as a key component, making efficient monitoring of paddy field cultivated land quality a core issue in agricultural resource management. However, the existing cultivated land quality evaluation methods still have some problems, such as complex evaluation index, low data acquisition efficiency and poor timeliness. Therefore, in this study, the paddy field of Jiaxin…
Multilevel assessment of energy security in Cameroon: A 3A-based framework for bridging renewable-nonrenewable trade-offs in emerging African economies
Extrapolative households and strategic firms: Evidence from China’s land and housing market
This paper examines households’ extrapolative behaviors and developers’ strategic responses in China’s land and housing markets. Our stylized model predicts that when households extrapolate in the housing market, developers with nearby land holdings strategically bid higher, anticipating rising housing prices to boost the value of their existing stock. Using the exogenous timing of land auctions, we show that higher land premiums increase transac…
Affective-Functional-Morphological Tripartite Mapping: A Kansei Engineering Study of Police Drones
A techno-semantic imbalance is prevalent in current police drones, stemming from a structural decoupling between their functional platform and symbolic form. When consumer-grade drones are retrofitted for police missions, their design semantics fail to effectively encode "law enforcement authority". This leads to the diminished efficacy of what Bourdieu termed "symbolic violence", Bourdieu (1991) causing a systemic loss of symbolic deterrence. Th…
Effects of Taproot‐Type and Fibrous‐Root‐Type Grass Cover Structures on Runoff and Sediment Yield Processes on Slopes in the Loess Hilly and Gully Region
Vegetation effects on slope runoff and sediment yield depend on plant types and vertical structures, yet underlying mechanisms remain insufficiently quantified. We conducted simulated rainfall experiments (60, 90, 120 mm h −1 ) on a taproot‐type grass ( Coronilla varia ) and a fibrous‐root‐type grass ( Juncus effusus ) to assess canopy and root contributions to runoff and soil loss control. The results indicated that both species significantly re…
Comparative Analysis of the Spatial Correlation Network Structure and Influencing Factors of Municipal Solid Waste Management Efficiency Across Urban Agglomerations Under Carbon Constraints in China
Understanding municipal solid waste management efficiency (MSWME) from a spatial network perspective reveals how inter‐city linkages influence governance performance across urban agglomerations. This study analyzes municipal solid waste management efficiency (MSWME) spatiotemporal patterns in China's Yangtze River Delta (YRD), Beijing‐Tianjin‐Hebei (BTH), and Pearl River Delta (PRD) regions through integrated social network analysis and random fo…
Does the recycling and utilization of reclaimed water policy effectively address regional water scarcity? Evidence from a pilot city in China
Impact of Long-Term Care Insurance on health out-of-pocket expenditure ratios for older adults
Background: China's rapidly aging population has intensified the demand for long-term care (LTC), resulting in higher out-of-pocket expenditure (OOPE) ratios and financial strain among older adults. To mitigate these burdens, Long-Term Care Insurance (LTCI) has been piloted across selected cities. However, its effectiveness in reducing financial burden-particularly OOPE ratios-remains insufficiently evaluated. This study assesses the causal impac…
ADSC-derived exosomes mitigate radiation-induced skin injury by reducing oxidative stress, inflammation and cell death
Background Radiation-induced skin injury (RISI) is a significant complication of radiotherapy and affects over 95% of patients who undergo radiation treatment. The pathophysiological cascade of RISI includes oxidative stress, persistent inflammation, and excessive fibrotic remodeling. Current treatments provide limited efficacy and primarily focusing on symptomatic relief. Exosomes from adipose-derived stem cells (ADSC-Exo) offer promising therap…
Digital financial inclusion and comprehensive multilevel medical insurance system in China
Background: The influence of digital financial inclusion on medical insurance systems has drawn significant attention. However, its impact on China's multilevel medical insurance system (MMIS) remains uncertain. The MMIS is crucial for societal wellbeing. It safeguards citizens from financial hardships during medical treatment, especially as the population ages and healthcare costs rise. By covering medical expenses, the MMIS ensures equal access…
Peat and Liquid Organic Fertilizer Promoted Kiwifruit Performance by Modifying Rhizosphere Soil Physicochemical and Microbial Properties
Applications of peat and liquid organic fertilizer enhance soil physicochemical properties and modulate microbial community composition. Rhizosphere soil microorganisms play pivotal roles in mediating plant growth dynamics. Nevertheless, the effects of peat and liquid organic fertilizer amendments on growth performance and associated microbial regulation mechanisms in kiwifruit production systems remain poorly elucidated. This study investigated …
An ensemble approach improves the prediction of the Covid-19 pandemic in South Korea
Background: Modelling can contribute to disease prevention and control strategies. Accurate predictions of future cases and mortality rates were essential for establishing appropriate policies during the COVID-19 pandemic. However, no single model yielded definite conclusions, with each having specific strengths and weaknesses. Here we propose an ensemble learning approach which can offset the limitations of each model and improve prediction perf…
Persons With Disabilities’ Experiences of Microaggression: A Qualitative Meta-Synthesis
Microaggressions against persons with disabilities are pervasive in everyday life, causing significant harm to the health, well-being, and social mindset of the victims. However, qualitative research exploring the lived experience of persons with disabilities remains unsynthesized. This qualitative review aims to gather global evidence on experiences of microaggressions among people with disabilities and to explore how they understand and respond…
Temporal and spatial evolution and network analysis of urban ecological resilience considering natural influences
The urbanization process in China has to deal with numerous unique challenges, such as rapid urbanization, significant regional disparities, high natural resource consumption, severe environmental pollution, and difficulties in unified governance, all of which exacerbate the vulnerability of China's urban ecosystems. In order to investigate the urban ecological resilience (UER) in China, this study integrates natural factors into the ecological r…
National and subnational trends of years of life lost and reduced life expectancy caused by bladder cancer in China from 2005 to 2020
The number of deaths for bladder cancer in China has been increasing in recent years. Although the loss of life expectancy caused by bladder cancer in China was relatively small, the gradually increasing trend warrants attention, especially in economically developed regions
San Huang Xiao Yan recipe promoted wound healing in diabetic ulcer mice by inhibiting Th17 cell differentiation
Exploring the protective effects of Huangyangning dispersible tablets against Doxorubicin-induced cardiotoxicity based on UHPLC-Q-TOF-MS/MS, network pharmacology, molecular docking and experimental va…
The double-edged effect of exploitative leadership on employees’ innovative behavior: Evidence from China
Exploitative leadership significantly impacts employees’ attitude and behavior, underscoring the need to explore its effects on employee innovation. In this study we analyzed responses to a survey of 378 employees in China using Mplus 8.0. The results showed that exploitative leadership was negatively related to employees’ innovative behavior, with knowledge hiding and selfefficacy acting as mediators of this relationship. In addition, the sense …
The impact of municipal leadership tenure stability on low-carbon transition of urban economies in China
Spatiotemporal inequality in green urban transition: Socioeconomic drivers and differentiated impacts of cities in China
How centralizing environmental enforcement affects water quality: A quasi-experiment in China
Influence of government attention on environmental quality: An analysis of 30 provinces in China
Cleaning the air, protecting the climate: Policy, legal and institutional nexus to reduce black carbon emissions in China
There are significant co-benefits to reducing black carbon emissions for air quality, human health and the climate; yet the pollutant has not yet received sufficient policy attention in China. Overall, realizing co-benefits is complicated by the fact that climate and air quality policy goals have been pursued separately from each other. In this article, we explore the current policy and legal status of black carbon emissions across the domains of…
Impact of political incentives on urban green development: An analysis of 284 cities in China
How centralizing environmental enforcement affects water quality: A quasi-experiment in China
The Start Matters: A Comparative Analysis of Climate Equity Among UNFCCC Country Parties and Country Groups
Incorrect indicators and starting years for emission cumulation can lead to confusion regarding the concepts of climate equity and climate responsibility. This article examines the variations in the results obtained by using different indicators and starting years to calculate climate equity and climate responsibilities among country parties and country groups of the UNFCCC. The article utilizes historical greenhouse gas (GHG) emissions data from…
Life cycle environmental impact assessment of titanium dioxide production in China
Protective effect of flavonoids from Scutellaria baicalensis Georgi on cerebral ischemia injury
Maternal drinking water arsenic exposure and perinatal outcomes in Inner Mongolia, China
BACKGROUND: Bayingnormen is a region located in western Inner Mongolia China, with a population that is exposed to a wide range of drinking water arsenic concentrations. The relationship between maternal drinking water arsenic exposure and perinatal endpoints (term birth weight, preterm birth, stillbirth and neonatal death) in this region was evaluated in this study. METHODS: An analysis was conducted of all singleton deliveries in a defined geog…
Moving Urban Sculptures towards Sustainability: The Urban Sculpture Planning System in China
Following the continuous development characterized by large-scale constructions, Chinese urban development has shifted to the promotion of refined urban space quality. Urban sculpture, an important part of public arts, has been receiving increased attention in China as an important carrier for highlighting urban characteristics, culture, and history within cultural policies. As a type of cultural capital, it offers innovative methods to address t…
Source Apportionment and Influencing Factor Analysis of Residential Indoor PM2.5 in Beijing
In order to identify the sources of indoor PM 2.5 and to check which factors influence the concentration of indoor PM 2.5 and chemical elements, indoor concentrations of PM 2.5 and its related elements in residential houses in Beijing were explored. Indoor and outdoor PM 2.5 samples that were monitored continuously for one week were collected. Indoor and outdoor concentrations of PM 2.5 and 15 elements (Al, As, Ca, Cd, Cu, Fe, K, Mg, Mn, Na, Pb, …
Major events and urban development: Exploring the spatial impact of China's expositions in the early twentieth century
Urban developments steered by major events have a long history. Already from the second half of the nineteenth century, World Expositions were mobilized as opportunities for urban upgrading. This article highlights the spatial effects of three Chinese major expositions on their host cities in the early twentieth century (1906–1929). It will in particular highlight the impact on urban development and planning, such as the construction of modern pu…
Cleaning the air, protecting the climate: Policy, legal and institutional nexus to reduce black carbon emissions in China
There are significant co-benefits to reducing black carbon emissions for air quality, human health and the climate; yet the pollutant has not yet received sufficient policy attention in China. Overall, realizing co-benefits is complicated by the fact that climate and air quality policy goals have been pursued separately from each other. In this article, we explore the current policy and legal status of black carbon emissions across the domains of…
Role of the Eye in Transmitting Human Coronavirus: What We Know and What We Do Not Know
The outbreak of the current 2019 novel coronavirus (2019-nCoV, now named SARS-CoV-2) infection has become a worldwide health threat. Currently, more information is needed so as to further understand the transmission and clinical characteristics of 2019-nCoV infection and the infection control procedures required. Recently, the role of the eye in transmitting 2019-nCoV has been intensively discussed. Previous investigations of other highly infecti…
A Pattern Categorization of CT Findings to Predict Outcome of Covid-19 Pneumonia
Background As global healthcare system is overwhelmed by novel coronavirus disease (COVID-19), early identification of risks of adverse outcomes becomes the key to optimize management and improve survival. This study aimed to provide a CT-based pattern categorization to predict outcome of COVID-19 pneumonia. Methods 165 patients with COVID-19 (91 men, 4-89 years) underwent chest CT were retrospectively enrolled. CT findings were categorized as Pa…
An Efficient Row Key Encoding Method with Ascii Code for Storing Geospatial Big Data in HBase
Recently, increasing amounts of multi-source geospatial data (raster data of satellites and textual data of meteorological stations) have been generated, which can play a cooperative and important role in many research works. Efficiently storing, organizing and managing these data is essential for their subsequent application. HBase, as a distributed storage database, is increasingly popular for the storage of unstructured data. The design of the…
An Unsupervised Crop Classification Method Based on Principal Components Isometric Binning
The accurate and timely access to the spatial distribution information of crops is of great importance for agricultural production management. Although widely used, supervised classification mapping requires a large number of field samples, and is consequently costly in terms of time and money. In order to reduce the need for sample size, this paper proposes an unsupervised classification method based on principal components isometric binning (PC…
Energy-saving and carbon emission reduction effect of urban-industrial symbiosis implementation with feasibility analysis in the city
Overcoming Barriers to Cross-cultural Cooperation in AI Ethics and Governance
Achieving the global benefits of artificial intelligence (AI) will require international cooperation on many areas of governance and ethical standards, while allowing for diverse cultural perspectives and priorities. There are many barriers to achieving this at present, including mistrust between cultures, and more practical challenges of coordinating across different locations. This paper focuses particularly on barriers to cooperation between E…
Future thinking is related to lower delay discounting than recent thinking, regardless of the magnitude of the reward, in individuals with schizotypy
ObjectivePeople often prefer immediate small rewards compared to delayed larger rewards, which is referred to delay discounting. Schizotypy, a subclinical group at risk for schizophrenia, tends to discount more than healthy controls. Episodic future thinking (EFT), in which people mentally simulate future events to pre‐experience the future, has been found to reduce delay discounting in the general population, but whether this effect can be found…
Risk Assessment of Different Maize (Zea mays L.) Lodging Types in the Northeast and the North China Plain Based on a Joint Probability Distribution Model
Mastering the lodging risk of planting environment is of great significance to the optimal layout of maize varieties and the breeding of lodging resistant varieties. However, the existing lodging risk models are still at the stage of single or multi-factors independent analysis, and lack of assessment for different lodging types. To address this issue, based on the mechanism of different lodging types, the Archimedean copula function was used to …
Investigation of the Expression Method of Theme-Typhoon Disaster Information
Typhoon disaster information is characterized by multiple sources, complexity and diversity, and different users of this content have different individual concerns. The expression methods of typhoon disaster information considered in previous research have been relatively simple, which cannot meet the personalized service needs of different users. In this paper, according to the diverse content needs of different users in distinct stages of a typ…
Crowdsourced social media and mobile phone signaling data for disaster impact assessment: A case study of the 8.8 Jiuzhaigou earthquake
Spatial and Temporal Differences in the Green Efficiency of Water Resources in the Yangtze River Economic Belt and Their Influencing Factors
Using panel data from 11 regions (9 provinces and two cities) in the Yangtze River Economic Belt (YREB) during 2002-2017, the regional differences in and spatial characteristics of the green efficiency of water resources along the YREB were analyzed. The undesirable outputs slacks-based measure-data envelopment analysis, Malmquist index, and social network analysis models were employed. A dynamic panel using a system generalized method of moments…
Social Prediction-Based Handover in Collaborative-Edge-Computing-Enabled Vehicular Networks
Collaborative edge computing (CEC) can realize the cooperation and integration of heterogeneous resources distributed in adjacent areas, increasing the overall resource utilization efficiency. In a CEC-supported heterogeneous vehicular network composed of different access solutions, including cellular vehicle-to-everything (C-V2X) and dedicated short-range communications (DSRC), good network connections can guarantee timely access to edge resourc…
Petroleum‐contamination drives the shift of microbiome through modifying soil metallome
Soil oil‐pollution is one of the most severe environmental issues at present. Shifts of soil metallome and microbiome are essential indicators for risk assessment and remediation of field soil pollutions. However, how soil metallome and microbiome react to petroleum‐contamination is not well studied. In this research, soil samples were collected from a short‐term and long‐term petroleum‐contaminated oil field. The soil physicochemical properties,…
Cardiovascular benefits of air purifier in patients with stable coronary artery disease: A randomized single-blind crossover study
Background Exposure to PM 2.5 will accelerate the progression of cardiovascular diseases. Air purifier can reduce the PM 2.5 exposure and theoretically alleviate the influence of PM 2.5 on patients with stable coronary artery disease (SCAD). However, few studies of the protective effect showed significant results because the interferent effects of routine medication had not been taken into account. In order to explore the actual effect on patient…
Genomic epidemiology of dengue in Shantou, China, 2019
Objectives: Dengue has been endemic in Southeast Asian countries for decades. There are few reports tracing the dynamics of dengue in real time. In this study, we generated hundreds of pathogen genomes to understand the genomic epidemiology of an outbreak in a hyper-endemic area of dengue. Methods: We leveraged whole-genome short-read sequencing (PE150) to generate genomes of the dengue virus and investigated the genomic epidemiology of a dengue …
Omics shed light on the mechanisms of petroleum‐contaminated soil remediation: When biochar meets nitrogen
Decontamination of oil‐affected soil is an urgent worldwide issue. In this study, a microcosm experiment was conducted to explore the effect of combined utilization of urea and biochar on oil‐contamination remediation in an eastern China oil‐field soil and explored their impact on soil physicochemical properties, organic pollutants degrading‐related enzyme and functional genes, microbiome, and metabolome. Then, a pot experiment was conducted to v…
Flood vulnerability assessment of urban buildings based on integrating high-resolution remote sensing and street view images
A novelty evaluation of the impact of digitalization on energy internet value creation
Diversity in financing and implementation pathways for industrial symbiosis across the globe
China (15 works) · Medicine (15 works) · Computer Science (14 works) · Geography (14 works) · Environmental Science (13 works) · Political science (13 works) · Economics (12 works) · Biology (10 works) · Business (10 works) · Ecology (8 works)