Jionghua Jin

Orcid: 0000-0002-7786-8110

Affiliations:
  • University of Michigan, Department of Industrial and Operations Engineering, Ann Arbor, MI, USA
  • University of Arizona Tucson, Department of Systems and Industrial Engineering, AZ, USA


According to our database1, Jionghua Jin authored at least 32 papers between 1999 and 2024.

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

Timeline

Legend:

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Bibliography

2024
WOOD: Wasserstein-Based Out-of-Distribution Detection.
IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

2023
Automatic Identification of Driving Maneuver Patterns using a Robust Hidden Semi-Markov Models.
CoRR, 2023

SEE-OoD: Supervised Exploration For Enhanced Out-of-Distribution Detection.
CoRR, 2023

2022
A Continual Learning Framework for Adaptive Defect Classification and Inspection.
CoRR, 2022

Precision Radiotherapy via Information Integration of Expert Human Knowledge and AI Recommendation to Optimize Clinical Decision Making.
CoRR, 2022

2021
Robust System Design with Limited Experimental Data and an Inexact Simulation Model.
SIAM/ASA J. Uncertain. Quantification, 2021

The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning.
CoRR, 2021

The Internet of Federated Things (IoFT).
IEEE Access, 2021

2020
Bayesian closed-loop robust process design considering model uncertainty and data quality.
IISE Trans., 2020

2019
Tool wear monitoring in ultrasonic welding using high-order decomposition.
J. Intell. Manuf., 2019

2018
System reliability assessment with multilevel information using the Bayesian melding method.
Reliab. Eng. Syst. Saf., 2018

2016
Change-Point Detection on Solar Panel Performance Using Thresholded LASSO.
Qual. Reliab. Eng. Int., 2016

2015
Informative Sensor and Feature Selection via Hierarchical Nonnegative Garrote.
Technometrics, 2015

2014
Estimation of expected human attention weights based on a decision field theory model.
Inf. Sci., 2014

The role of operator style on mission energy requirements for tele-operated unmanned ground vehicles.
Proceedings of the American Control Conference, 2014

2013
Mission Energy Prediction for Unmanned Ground Vehicles Using Real-time Measurements and Prior Knowledge.
J. Field Robotics, 2013

Experimental validation of mission energy prediction model for unmanned ground vehicles.
Proceedings of the American Control Conference, 2013

2012
Mission energy prediction for unmanned ground vehicles.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

2011
Optimal process adjustment by integrating production data and design of experiments.
Qual. Reliab. Eng. Int., 2011

Complexity metrics for mixed model manufacturing systems based on information entropy.
Int. J. Inf. Decis. Sci., 2011

2010
An integrated human decision making model for evacuation scenarios under a BDI framework.
ACM Trans. Model. Comput. Simul., 2010

State Space Modeling for 3-D Variation Propagation in Rigid-Body Multistage Assembly Processes.
IEEE Trans Autom. Sci. Eng., 2010

Tooling adjustment strategy for acceptable product quality in assembly processes.
Qual. Reliab. Eng. Int., 2010

2008
Decision field theory extensions for behavior modeling in dynamic environment using Bayesian belief network.
Inf. Sci., 2008

2006
Quality-oriented-maintenance for multiple interactive tooling components in discrete manufacturing processes.
IEEE Trans. Reliab., 2006

Integration of Process-Oriented Tolerancing and Maintenance Planning in Design of Multistation Manufacturing Processes.
IEEE Trans Autom. Sci. Eng., 2006

2005
Quality-reliability chain modeling for system-reliability analysis of complex manufacturing processes.
IEEE Trans. Reliab., 2005

2003
Optimal sensor distribution for variation diagnosis in multistation assembly processes.
IEEE Trans. Robotics Autom., 2003

A Next Generation Intelligent Mobile Commerce System.
Proceedings of the Software Engineering Research and Applications, 2003

2001
Automatic feature extraction of waveform signals for in-process diagnostic performance improvement.
J. Intell. Manuf., 2001

Reliability modeling and analysis of multi-station manufacturing processes considering the quality and reliability interaction.
Proceedings of the IEEE International Conference on Systems, 2001

1999
Feature-Preserving Data Compression of Stamping Tonnage Information Using Wavelets.
Technometrics, 1999


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