Dexian Huang
Orcid: 0000-0001-5717-8465
According to our database1,
Dexian Huang
authored at least 39 papers
between 1997 and 2023.
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Bibliography
2023
From Generalized Gauss Bounds to Distributionally Robust Fault Detection With Unimodality Information.
IEEE Trans. Autom. Control., September, 2023
Efficient Relay Autotuner of Industrial Controllers via Rank-Constrained Identification of Low-Order Time-Delay Models.
IEEE Trans. Control. Syst. Technol., July, 2023
Data-Driven Predictive Control Using Closed-Loop Data: An Instrumental Variable Approach.
IEEE Control. Syst. Lett., 2023
Accelerated Nonconvex ADMM with Self-Adaptive Penalty for Rank-Constrained Model Identification.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
2022
Distributionally robust chance constraint with unimodality-skewness information and conic reformulation.
Oper. Res. Lett., 2022
2021
A Holistic Probabilistic Framework for Monitoring Nonstationary Dynamic Industrial Processes.
IEEE Trans. Control. Syst. Technol., 2021
Multiple kernel learning-aided robust optimization: Learning algorithm, computational tractability, and usage in multi-stage decision-making.
Eur. J. Oper. Res., 2021
2019
Proceedings of the 15th IEEE International Conference on Control and Automation, 2019
A Probability Model-based Memetic Algorithm for Distributed Heterogeneous Flow-Shop Scheduling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
2018
IEEE Trans. Ind. Electron., 2018
Dynamic Soft Sensor Based on Impulse Response Template and Deep Neural Network for Industrial Processes.
Proceedings of the Fuzzy Systems and Data Mining IV, 2018
2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Automatic hyper-parameter tuning for soft sensor modeling based on dynamic deep neural network.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
2016
Intelligent computing budget allocation for on-road trajectory planning based on candidate curves.
Frontiers Inf. Technol. Electron. Eng., 2016
Proceedings of the 2016 American Control Conference, 2016
A robust integrated predictive iterative learning control based on updating reference for point-to-point tracking.
Proceedings of the 2016 American Control Conference, 2016
2015
IEEE Trans Autom. Sci. Eng., 2015
A combined canonical variate analysis and Fisher discriminant analysis (CVA-FDA) approach for fault diagnosis.
Comput. Chem. Eng., 2015
Comput. Chem. Eng., 2015
Simultaneous identification of bi-directional paths in closed-loop systems with coloured noise.
Autom., 2015
Extracting latent dynamics from process data for quality prediction and performance assessment via slow feature regression.
Proceedings of the American Control Conference, 2015
Proceedings of the American Control Conference, 2015
2014
Novel Bayesian Framework for Dynamic Soft Sensor Based on Support Vector Machine With Finite Impulse Response.
IEEE Trans. Control. Syst. Technol., 2014
2013
A novel probabilistic approximate subgradient method in Lagrangian Relaxation for flow-shop scheduling problems.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013
Prediction of syngas compositions in shell coal gasification process via dynamic soft-sensing method.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013
A novel high level canonical piecewise linear model based on the simplicial partition and its application.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013
Extended-AUDI method for simultaneous determination of causality and models from process data.
Proceedings of the American Control Conference, 2013
2011
Intelligent switching expert system for delayed coking unit based on iterative learning strategy.
Expert Syst. Appl., 2011
2010
Proceedings of the 8th IEEE International Conference on Control and Automation, 2010
2009
Multi-objective no-wait flow-shop scheduling with a memetic algorithm based on differential evolution.
Soft Comput., 2009
An effective hybrid DE-based algorithm for multi-objective flow shop scheduling with limited buffers.
Comput. Oper. Res., 2009
2007
Proceedings of the Advances in Neural Networks, 2007
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007
Multi-units Unified Process Optimization Under Uncertainty Based on Differential Evolution with Hypothesis Test.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007
2005
Nonlinear Predictive Control Based on Wavelet Neural Network Applied to Polypropylene Process.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
RBFNN-Based Multiple Steady States Controller for Nonlinear System and Its Application.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997