Search Results - "Xu, Chengzhong"
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How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey
Published in IEEE transactions on intelligent transportation systems (01-05-2022)“…In recent years, various deep learning architectures have been proposed to solve complex challenges (e.g. spatial dependency, temporal dependency) in traffic…”
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Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data
Published in IEEE transactions on intelligent transportation systems (01-11-2017)“…Metro systems have become one of the most important public transit services in cities. It is important to understand individual metro passengers'…”
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3
Strategy Configurations of Multiple Users Competition for Cloud Service Reservation
Published in IEEE transactions on parallel and distributed systems (01-02-2016)“…In this paper, we focus on strategy configurations of multiple users to make cloud service reservation. We consider the problem from a game theoretic…”
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4
A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems
Published in IEEE transactions on intelligent transportation systems (01-11-2017)“…Bus service is the most important function of public transportation. Besides the major goal of carrying passengers around, providing a comfortable travel…”
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Real-Time Charging Station Recommendation System for Electric-Vehicle Taxis
Published in IEEE transactions on intelligent transportation systems (01-11-2016)“…Electric vehicle (EV) taxis have been introduced into the public transportation systems to increase EV market penetration. Different from regular taxis that…”
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Are relocatees different from others? Relocatee’s travel mode choice and travel equity analysis in large-scale residential areas on the periphery of megacity Shanghai, China
Published in Transportation research. Part A, Policy and practice (01-05-2018)“…Residential displacement by urban regeneration in western economies and passive relocation in eastern countries have attracted the attention of researchers…”
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Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems
Published in IEEE transactions on intelligent transportation systems (01-04-2017)“…Metro systems play an important role in meeting the demand for urban transportation in large cities. The understanding of passenger route choice is critical…”
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Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification
Published in IEEE network (01-05-2023)“…Realizing human-like perception is a challenge in open driving scenarios due to corner cases and visual occlusions. To gather knowledge of rare and occluded…”
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Raccoon: A Novel Network I/O Allocation Framework for Workload-Aware VM Scheduling in Virtual Environments
Published in IEEE transactions on parallel and distributed systems (01-09-2017)“…We present a network I/O allocation framework, called Raccoon, for workload-aware VM scheduling algorithm to facilitate hybrid I/O workloads in virtual…”
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Spatiotemporal Segmentation of Metro Trips Using Smart Card Data
Published in IEEE transactions on vehicular technology (01-03-2016)“…Contactless smart card systems have gained universal prevalence in modern metros. In addition to its original goal of ticketing, the large amount of…”
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11
MIA: Metric Importance Analysis for Big Data Workload Characterization
Published in IEEE transactions on parallel and distributed systems (01-06-2018)“…Data analytics is at the foundation of both high-quality products and services in modern economies and societies. Big data workloads run on complex large-scale…”
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Spatiotemporal Data Fusion in Graph Convolutional Networks for Traffic Prediction
Published in IEEE access (2020)“…A plethora of information is now readily available for traffic prediction, making an effective use of them enables better traffic planning. With data coming…”
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13
The association between high particulate matter pollution and daily cause-specific hospital admissions: a time-series study in Yichang, China
Published in Environmental science and pollution research international (01-02-2020)“…Particulate matter (PM) air pollution is one of the major causes of morbidity and mortality in China. In this study, we estimated the short-term effects of PM…”
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Disparities in end-of-life care, expenditures, and place of death by health insurance among cancer patients in China: a population-based, retrospective study
Published in BMC public health (04-09-2020)“…Disparities in the utilization, expenditures, and quality of care by insurance types have been well documented. Such comparisons have yet to be investigated in…”
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Fucosyltransferase 9 promotes neuronal differentiation and functional recovery after spinal cord injury by suppressing the activation of Notch signaling
Published in Acta biochimica et biophysica Sinica (25-10-2023)“…Individuals with spinal cord injury (SCI) suffer from permanent disabilities such as severe motor, sensory and autonomic dysfunction. Neural stem cell…”
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Carbon monoxide and risk of outpatient visits due to cause-specific diseases: a time-series study in Yichang, China
Published in Environmental health (23-04-2019)“…Previous studies showed inconsistent results on risk of increased outpatient visits for cause-specific diseases associated with ambient carbon monoxide (CO)…”
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Transmission of Severe Acute Respiratory Syndrome Coronavirus 2 to Close Contacts, China, January–February 2020
Published in Emerging infectious diseases (01-09-2021)“…We estimated the symptomatic, PCR-confirmed secondary attack rate (SAR) for 2,382 close contacts of 476 symptomatic persons with coronavirus disease in…”
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Using MinMax-Memory Claims to Improve In-Memory Workflow Computations in the Cloud
Published in IEEE transactions on parallel and distributed systems (01-04-2017)“…In this paper, we consider to improve scientific workflows in cloud environments where data transfers between tasks are performed via provisioned in-memory…”
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ATH: Auto-Tuning HBase's Configuration via Ensemble Learning
Published in IEEE access (01-01-2017)“…HBase is a distributed database management system and is becoming increasingly popular for applications that need fast random access to a large amount of data…”
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Multi-trajectory modeling of home blood pressure telemonitoring utilization among hypertensive patients in China: A latent class growth analysis
Published in International journal of medical informatics (Shannon, Ireland) (01-11-2018)“…•Home blood pressure telemonitoring (HBPT) has great potential in improving blood pressure (BP) control.•Our study provided insight into the potential of…”
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