Yu Ding

Orcid: 0000-0001-6936-074X

Affiliations:
  • Texas A&M University, Department of Industrial and Systems Engineering, College Station, TX, USA
  • University of Michigan, Ann Arbor, MI, USA (PhD 2001)


According to our database1, Yu Ding authored at least 53 papers between 2003 and 2023.

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Bibliography

2023
TAKDE: Temporal Adaptive Kernel Density Estimator for Real-Time Dynamic Density Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

The Temporal Overfitting Problem with Applications in Wind Power Curve Modeling.
Technometrics, January, 2023

2022
Augmented Equivariant Attention Networks for Microscopy Image Transformation.
IEEE Trans. Medical Imaging, 2022

A Spatio-Temporal Track Association Algorithm Based on Marine Vessel Automatic Identification System Data.
IEEE Trans. Intell. Transp. Syst., 2022

Gaussian Process-Aided Function Comparison Using Noisy Scattered Data.
Technometrics, 2022

Graph Regularized Autoencoder and its Application in Unsupervised Anomaly Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Joint estimation of monotone curves via functional principal component analysis.
Comput. Stat. Data Anal., 2022

Tracking Dynamic Gaussian Density with a Theoretically Optimal Sliding Window Approach.
Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

GUM: A Guided Undersampling Method to Preprocess Imbalanced Datasets for Classification.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2021
Neighborhood Structure Assisted Non-negative Matrix Factorization and Its Application in Unsupervised Point-wise Anomaly Detection.
J. Mach. Learn. Res., 2021

Towards Futuristic Autonomous Experimentation-A Surprise-Reacting Sequential Experiment Policy.
CoRR, 2021

2020
Effective Super-Resolution Methods for Paired Electron Microscopic Images.
IEEE Trans. Image Process., 2020

Augmented Equivariant Attention Networks for Electron Microscopy Image Super-Resolution.
CoRR, 2020

Neighborhood Structure Assisted Non-negative Matrix Factorization and its Application in Unsupervised Point Anomaly Detection.
CoRR, 2020

Dynamic Data-Driven Distribution Tracking of Nanoparticle Morphology.
Proceedings of the Dynamic Data Driven Applications Systems, 2020

2019
Unsupervised Anomaly Detection Based on Minimum Spanning Tree Approximated Distance Measures and its Application to Hydropower Turbines.
IEEE Trans Autom. Sci. Eng., 2019

O-LoMST: An Online Anomaly Detection Approach And Its Application In A Hydropower Generation Plant.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018
Sequential Design for Functional Calibration of Computer Models.
Technometrics, 2018

Outlier Detection for Hydropower Generation Plant.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017
Quantifying Nanoparticle Mixing State to Account for Both Location and Size Effects.
Technometrics, 2017

Matching Misaligned Two-Resolution Metrology Data.
IEEE Trans Autom. Sci. Eng., 2017

2016
Robust Nanoparticles Detection From Noisy Background by Fusing Complementary Image Information.
IEEE Trans. Image Process., 2016

Short-Term Wind Speed Forecast Using Measurements From Multiple Turbines in A Wind Farm.
Technometrics, 2016

Graph-based clustering for detecting frequent patterns in event log data.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015
Editorial.
Technometrics, 2015

Multi-component wind turbine modeling and simulation for wind farm operations and maintenance.
Simul., 2015

Absent data generating classifier for imbalanced class sizes.
J. Mach. Learn. Res., 2015

2013
Fault Tolerance Analysis of Surveillance Sensor Systems.
IEEE Trans. Reliab., 2013

Segmentation, Inference and Classification of Partially Overlapping Nanoparticles.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

2012
GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression.
J. Mach. Learn. Res., 2012

2011
An Integer Programming Approach for Analyzing the Measurement Redundancy in Structured Linear Systems.
IEEE Trans Autom. Sci. Eng., 2011

Decision Fusion from Heterogeneous Sensors in Surveillance Sensor Systems.
IEEE Trans Autom. Sci. Eng., 2011

Simulation of wind farm operations and maintenance using discrete event system specification.
Simul., 2011

Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets.
J. Mach. Learn. Res., 2011

Detecting nuclear materials smuggling: using radiography to improve container inspection policies.
Ann. Oper. Res., 2011

2010
Optimal Maintenance Strategies for Wind Turbine Systems Under Stochastic Weather Conditions.
IEEE Trans. Reliab., 2010

Robust Calibration for Localization in Clustered Wireless Sensor Networks.
IEEE Trans Autom. Sci. Eng., 2010

A Computable Plug-In Estimator of Minimum Volume Sets for Novelty Detection.
Oper. Res., 2010

A stochastic DEVS wind turbine component model for wind farm simulation.
Proceedings of the 2010 Spring Simulation Multiconference, 2010

2009
Calculating the Breakdown Point of Sparse Linear Models.
Technometrics, 2009

2008
Adaptive evolutionary Monte Carlo algorithm for optimization with applications to sensor placement problems.
Stat. Comput., 2008

Collaborative data reduction for energy efficient sensor networks.
Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

2007
On the (co)girth of a connected matroid.
Discret. Appl. Math., 2007

Dynamic Data-Driven Fault Diagnosis of Wind Turbine Systems.
Proceedings of the Computational Science, 2007

2006
Editorial Special Section on Distributed Sensing for Quality and Productivity Improvement.
IEEE Trans Autom. Sci. Eng., 2006

Distributed Sensing for Quality and Productivity Improvements.
IEEE Trans Autom. Sci. Eng., 2006

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

2005
Optimal Engineering System Design Guided by Data-Mining Methods.
Technometrics, 2005

Design and Analysis of Accelerated Tests for Mission-Critical Reliability.
Technometrics, 2005

A characterization of diagnosability conditions for variance components analysis in assembly operations.
IEEE Trans Autom. Sci. Eng., 2005

2004
Optimal design of fixture layout in multistation assembly processes.
IEEE Trans Autom. Sci. Eng., 2004

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

Diagnosability Study of Multistage Manufacturing Processes Based on Linear Mixed-Effects Models.
Technometrics, 2003


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