Shaowen Qin

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 20

Top Topics

Recurrent Neural Networks

Electronic Health Records

Reinforcement Learning

Top Venues

Publications

Jin Ye, Shaowen Qin, Qingyu Xiao, Wenchao Jiang, Xin Tang, Xiaohuan Li
Adaptive Bitrate Algorithms via Deep Reinforcement Learning With Digital Twins Assisted Trajectory. IEEE Trans. Netw. Sci. Eng. 11 (4) (2024)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin
NeuralHMM: A Deep Markov Network for Health Risk Prediction using Electronic Health Records. IJCNN (2023)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim, Antonio Jimeno-Yepes, Jun Shen
Hypergraph Convolutional Networks for Fine-grained ICU Patient Similarity Analysis and Risk Prediction. CoRR (2023)
Yuxi Liu, Zhenhao Zhang, Campbell Thompson, Richard Leibbrandt, Shaowen Qin, Antonio Jimeno-Yepes
Stacked Attention-based Networks for Accurate and Interpretable Health Risk Prediction. IJCNN (2023)
David Ben-Tovim, Mariusz Bajger, Shaowen Qin
A Novel Application of a Mutual Information Measure for Analysing Temporal Changes in Healthcare Network Graphs. ADMA (3) (2023)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim, Antonio Jimeno-Yepes
Contrastive Learning-Based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling Using EHRs. ECML/PKDD (6) (2023)
Shaowen Qin, Jin Ye, Xin Tang, Xiaohuan Li
Stackelberg Game-Base Incentive Scheme for Federated Learning in Artificial Intelligence of Things. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D. Salim, Antonio Jimeno-Yepes
Contrastive Learning-based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling using EHRs. CoRR (2023)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin
Deep Imputation-Prediction Networks for Health Risk Prediction using Electronic Health Records. IJCNN (2023)
Yuxi Liu, Shaowen Qin, Zhenhao Zhang, Wei Shao
Compound Density Networks for Risk Prediction using Electronic Health Records. BIBM (2022)
Yuxi Liu, Zhenhao Zhang, Shaowen Qin
Compound Density Networks for Risk Prediction using Electronic Health Records. CoRR (2022)
Yuxi Liu, Shaowen Qin, Antonio Jimeno-Yepes, Wei Shao, Zhenhao Zhang, Flora D. Salim
Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values. BIBM (2022)
Yuxi Liu, Shaowen Qin
Hospital Readmission Prediction via Personalized Feature Learning and Embedding: A Novel Deep Learning Framework. IEA/AIE (2022)
Yuxi Liu, Shaowen Qin, Zhenhao Zhang
Epidemic Modeling of the Spatiotemporal Spread of COVID-19 over an Intercity Population Mobility Network. IEA/AIE (2022)
Yuxi Liu, Shaowen Qin, Antonio Jimeno-Yepes, Wei Shao, Zhenhao Zhang, Flora D. Salim
Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values. CoRR (2022)
David Ben-Tovim, Mariusz Bajger, Viet Duong Bui, Shaowen Qin
Network Graph Analysis of Hospital and Health Services Functional Structures. ADMA (2021)
Yuxi Liu, Shaowen Qin
An Interpretable Machine Learning Approach for Predicting Hospital Length of Stay and Readmission. ADMA (2021)
Shaowen Qin
Using a Virtual Hospital for Piloting Patient Flow Decongestion Interventions. ADMA (2019)
Shaowen Qin, Dale Ward
Forecasting Hospital Daily Occupancy Using Patient Journey Data - A Heuristic Approach. ADMA (2018)
David Ben-Tovim, Jerzy A. Filar, P. Hakendorf, Shaowen Qin, C. Thompson, Dale Ward
Hospital Event Simulation Model: Arrivals to Discharge-Design, development and application. Simul. Model. Pract. Theory 68 (2016)
Hussain Alfaraj, Shaowen Qin
Deriving Software Acquisition Process from Maturity Models - An Experience Report. J. Softw. Eng. Appl. 3 (3) (2010)
Shaowen Qin, Bei-Bei Yin, Kai-Yuan Cai
Mining Components with Software Execution Data. Software Engineering Research and Practice (2009)
Kevin Chiew, Shaowen Qin
Scheduling and Routing of AMOs in an Intelligent Transport System. IEEE Trans. Intell. Transp. Syst. 10 (3) (2009)
Trent Kroeger, Fengdi Shu, Shaowen Qin
A Defect Typology to Support Software Process Verification and Validation. Software Engineering Research and Practice (2008)
Xuemei Zhao, Karl Sammut, Fangpo He, Shaowen Qin
Split Private and Shared L2 Cache Architecture for Snooping-based CMP. ACIS-ICIS (2007)
Shaowen Qin
Managing process change in software organizations: Experience and reflection. Softw. Process. Improv. Pract. 12 (5) (2007)
Shaowen Qin
Implementing Process Change in a Software Organization - An Experience Based Study. SPW/ProSim (2006)