Fugee Tsung
Orcid: 0000-0002-0575-8254
According to our database1,
Fugee Tsung
authored at least 97 papers
between 2000 and 2024.
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Bibliography
2024
Wind Power Forecasting Based on a Spatial-Temporal Graph Convolution Network With Limited Engineering Knowledge.
IEEE Trans. Instrum. Meas., 2024
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast.
CoRR, 2024
CoRR, 2024
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model.
CoRR, 2024
CoRR, 2024
Tensor-based process control and monitoring for semiconductor manufacturing with unstable disturbances.
CoRR, 2024
Proceedings of the 17th International Symposium on Visual Information Communication and Interaction, 2024
SEGNO: Generalizing Equivariant Graph Neural Networks with Physical Inductive Biases.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
FIT3D: Real-time Flatness Inspection Algorithm for Ceramic Tiles using the Structured Light 3D Scanner.
Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024
2023
A Phase II score-based distribution-free method for jointly monitoring location and scale.
Qual. Reliab. Eng. Int., November, 2023
Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach.
Data Min. Knowl. Discov., May, 2023
Choose A Table: Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering.
CoRR, 2023
Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering.
Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023
A Unified Probabilistic Framework for Spatiotemporal Passenger Crowdedness Inference within Urban Rail Transit Network.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023
Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Profile Decomposition Based Hybrid Transfer Learning for Cold-Start Data Anomaly Detection.
ACM Trans. Knowl. Discov. Data, 2022
Sparse and Robust Multivariate Functional Principal Component Analysis for Passenger Flow Pattern Discovery in Metro Systems.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Cybern., 2022
Int. J. Prod. Res., 2022
Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation.
Data Min. Knowl. Discov., 2022
GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Attention-based Representation Learning for Time Series with Principal and Residual Space Monitoring.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022
2021
Sparse and Structured Function-on-Function Quality Predictive Modeling by Hierarchical Variable Selection and Multitask Learning.
IEEE Trans. Ind. Informatics, 2021
Int. J. Prod. Res., 2021
Hierarchical sparse functional principal component analysis for multistage multivariate profile data.
IISE Trans., 2021
A hybrid transfer learning framework for in-plane freeform shape accuracy control in additive manufacturing.
IISE Trans., 2021
A risk-adjusted approach to monitoring surgery for survival outcomes based on a weighted score test.
Comput. Ind. Eng., 2021
Holistic Prediction for Public Transport Crowd Flows: A Spatio Dynamic Graph Network Approach.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Transformer Based Spatial-Temporal Fusion Network for Metro Passenger Flow Forecasting.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021
2020
ACM Trans. Knowl. Discov. Data, 2020
A Diagnostic Procedure for High-Dimensional Data Streams via Missed Discovery Rate Control.
Technometrics, 2020
IEEE Trans Autom. Sci. Eng., 2020
IEEE Robotics Autom. Lett., 2020
Comput. Ind. Eng., 2020
Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
A Fast and Robust Nonparametric Monitoring Scheme for Free-Form Surface Scanning Data.
IEEE Trans Autom. Sci. Eng., 2019
A control scheme for monitoring process covariance matrices with more variables than observations.
Qual. Reliab. Eng. Int., 2019
Int. J. Prod. Res., 2019
IISE Trans., 2019
Stability conditions and robustness analysis of a general MMSE run-to-run controller.
IISE Trans., 2019
Real-time quality monitoring and diagnosis for manufacturing process profiles based on deep belief networks.
Comput. Ind. Eng., 2019
Monitoring of power consumption requirement load process and price adjustment for smart grid.
Comput. Ind. Eng., 2019
2018
Qual. Reliab. Eng. Int., 2018
A robust CUSUM scheme with a weighted likelihood ratio to monitor an overdispersed counting process.
Comput. Ind. Eng., 2018
2017
Statistical Process Control for Latent Quality Characteristics Using the Up-and-Down Test.
Technometrics, 2017
In-Plane Shape-Deviation Modeling and Compensation for Fused Deposition Modeling Processes.
IEEE Trans Autom. Sci. Eng., 2017
A Statistical Transfer Learning Perspective for Modeling Shape Deviations in Additive Manufacturing.
IEEE Robotics Autom. Lett., 2017
Int. J. Prod. Res., 2017
Int. J. Prod. Res., 2017
A robust self-starting spatial rank multivariate EWMA chart based on forward variable selection.
Comput. Ind. Eng., 2017
2016
Qual. Reliab. Eng. Int., 2016
2015
A general framework for monitoring complex processes with both in-control and out-of-control information.
Comput. Ind. Eng., 2015
2014
Comput. Ind. Eng., 2014
Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014
2012
Qual. Reliab. Eng. Int., 2012
2011
Proceedings of the International Encyclopedia of Statistical Science, 2011
Technometrics, 2011
2010
2009
Tolerance Intervals With Improved Coverage Probabilities for Binomial and Poisson Variables.
Technometrics, 2009
False Discovery Rate-Adjusted Charting Schemes for Multistage Process Monitoring and Fault Identification.
Technometrics, 2009
Qual. Reliab. Eng. Int., 2009
An improved run-to-run process control scheme for categorical observations with misclassification errors.
Qual. Reliab. Eng. Int., 2009
Qual. Reliab. Eng. Int., 2009
2008
Technometrics, 2008
Qual. Reliab. Eng. Int., 2008
2007
Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes.
Technometrics, 2007
Comput. Ind. Eng., 2007
2006
Qual. Reliab. Eng. Int., 2006
Qual. Reliab. Eng. Int., 2006
Proceedings of the IEEE International Conference on Systems, 2006
2002
2000
IEEE Trans. Syst. Man Cybern. Part A, 2000
Integrating KPCA with an Improved Evolutionary Algorithm for Knowledge Discovery in Fault Diagnosis.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000