Xi Zhang

Orcid: 0000-0003-3415-5345

Affiliations:
  • Peking University, Department of Industrial Engineering and Management, Beijing, China


According to our database1, Xi Zhang authored at least 40 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Real-time Cyber-Physical Security Solution Leveraging an Integrated Learning-Based Approach.
ACM Trans. Sens. Networks, March, 2024

2023
A One-Step Physiological Status Assessment Method Fusing Subject-Variant Information.
IEEE Trans Autom. Sci. Eng., July, 2023

Distribution-Agnostic Few-Shot Industrial Fault Diagnosis via Adaptation-Aware Optimal Feature Transport.
IEEE Trans. Ind. Informatics, April, 2023

Multi-target domain-based hierarchical dynamic instance segmentation method for steel defects detection.
Neural Comput. Appl., April, 2023

HC-OFD Net: Heterogeneity-Captured Network Towards Out-of-Distribution Generalization in Fault Diagnosis.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022
Ranking Features to Promote Diversity: An Approach Based on Sparse Distance Correlation.
Technometrics, 2022

A Generic Indirect Deep Learning Approach for Multisensor Degradation Modeling.
IEEE Trans Autom. Sci. Eng., 2022

Joint optimization of production and maintenance for a serial-parallel hybrid two-stage production system.
Reliab. Eng. Syst. Saf., 2022

A physiological status diagnosis method using tensor-based regularization.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

SCD-CA: Stable Concept Drift Learning Based on Correlation Alignment for Streaming Data Forecasting.
Proceedings of the 13th Asian Control Conference, 2022

2021
Collusion Detection and Ground Truth Inference in Crowdsourcing for Labeling Tasks.
J. Mach. Learn. Res., 2021

Screening of cardiac disease based on integrated modeling of heart rate variability.
Biomed. Signal Process. Control., 2021

Subspace-based domain adaptation for few-shot fault diagnosis.
Proceedings of the CAA Symposium on Fault Detection, 2021

2020
Spatiotemporal Multitask Learning for 3-D Dynamic Field Modeling.
IEEE Trans Autom. Sci. Eng., 2020

Spatiotemporal Thermal Field Modeling Using Partial Differential Equations With Time-Varying Parameters.
IEEE Trans Autom. Sci. Eng., 2020

2019
A Physics-Specific Change Point Detection Method Using Torque Signals in Pipe Tightening Processes.
IEEE Trans Autom. Sci. Eng., 2019

Dynamic Field Monitoring Based on Multitask Learning in Sensor Networks.
Sensors, 2019

Predicting temporal propagation of seasonal influenza using improved gaussian process model.
J. Biomed. Informatics, 2019

Modeling of a three-dimensional dynamic thermal field under grid-based sensor networks in grain storage.
IISE Trans., 2019

A generic framework for multisensor degradation modeling based on supervised classification and failure surface.
IISE Trans., 2019

Automatic Diagnosis of Epileptic Seizure in Electroencephalography Signals Using Nonlinear Dynamics Features.
IEEE Access, 2019

A Regularization-Based eXtreme Gradient Boosting Approach in Foodborne Disease Trend Forecasting.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018
Integration of Data-Level Fusion Model and Kernel Methods for Degradation Modeling and Prognostic Analysis.
IEEE Trans. Reliab., 2018

2017
State-Based General Gamma CUSUM for Modeling Heart Rate Variability Using Electrocardiography Signals.
IEEE Trans Autom. Sci. Eng., 2017

An Automatic Condition Detection Approach for Quality Assurance in Solar Cell Manufacturing Processes.
IEEE Robotics Autom. Lett., 2017

Epileptic seizure detection by combining robust-principal component analysis and least square-support vector machine.
Int. J. Imaging Syst. Technol., 2017

Grain Price Forecasting Using a Hybrid Stochastic Method.
Asia Pac. J. Oper. Res., 2017

Simulation Optimization for MRO Systems Operations.
Asia Pac. J. Oper. Res., 2017

Modeling grain quality characteristics via dynamic models using sensing data.
Proceedings of the IEEE/SICE International Symposium on System Integration, 2017

An automatic seizure detection method using multi-channel EEG signals.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2016
Multiple Sensor Data Fusion for Degradation Modeling and Prognostics Under Multiple Operational Conditions.
IEEE Trans. Reliab., 2016

An Obstructive Sleep Apnea Detection Approach Using a Discriminative Hidden Markov Model From ECG Signals.
IEEE Trans. Biomed. Eng., 2016

An Automatic Process Monitoring Method Using Recurrence Plot in Progressive Stamping Processes.
IEEE Trans Autom. Sci. Eng., 2016

2015
An Automatic Screening Approach for Obstructive Sleep Apnea Diagnosis Based on Single-Lead Electrocardiogram.
IEEE Trans Autom. Sci. Eng., 2015

An Obstructive Sleep Apnea Detection Approach Using Kernel Density Classification Based on Single-Lead Electrocardiogram.
J. Medical Syst., 2015

A prediction method for interior temperature of grain storage via dynamics models: A simulation study.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
Adaptive Sensor Allocation Strategy for Process Monitoring and Diagnosis in a Bayesian Network.
IEEE Trans Autom. Sci. Eng., 2014

2013
Evaluation of improvement probability for IMRT plans.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

A severity measurement system for obstructive sleep apnea discrimination using a single ECG signal.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

2011
Simulating energy efficient wireless sensor networks using cellular automata.
Proceedings of the Winter Simulation Conference 2011, 2011


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