Adaptive Model-Based Reinforcement Learning for Fast-Charging Optimization of Lithium-Ion Batteries.
IEEE Trans. Ind. Informatics, January, 2024
Adaptive boosting with fairness-aware reweighting technique for fair classification.
Expert Syst. Appl., 2024
Deep Reinforcement Learning-Based Symbolic Regression for PDE Discovery Using Spatio-Temporal Rewards.
Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024
Active learning with fairness-aware clustering for fair classification considering multiple sensitive attributes.
Inf. Sci., November, 2023
Learning heterogeneous reaction kinetics from X-ray videos pixel by pixel.
,
,
,
,
,
,
,
,
,
,
Nat., 2023
Parallel Bayesian Optimization Using Satisficing Thompson Sampling for Time-Sensitive Black-Box Optimization.
CoRR, 2023
Fast Charging of Lithium-Ion Batteries Using Deep Bayesian Optimization with Recurrent Neural Network.
CoRR, 2023
Dynamic Bhattacharyya Bound-Based Approach for Fault Classification in Industrial Processes.
IEEE Trans. Ind. Informatics, 2022
Constrained Bayesian Optimization for Minimum-Time Charging of Lithium-Ion Batteries.
IEEE Control. Syst. Lett., 2022
Fault Detection in Industrial Systems Using Maximized Divergence Analysis Approach.
IEEE Access, 2022
Fast Charging of Lithium-ion Batteries by Mathematical Reformulation as Mixed Continuous-Discrete Simulation.
Proceedings of the American Control Conference, 2022
Fault Diagnosis in Industrial Processes by Maximizing Pairwise Kullback-Leibler Divergence.
IEEE Trans. Control. Syst. Technol., 2021
Latent variable modeling approach for fault detection and identification of process correlations.
Trans. Inst. Meas. Control, 2019
Maximized Mutual Information Analysis Based on Stochastic Representation for Process Monitoring.
IEEE Trans. Ind. Informatics, 2019
Dynamic Minimax Probability Machine-Based Approach for Fault Diagnosis Using Pairwise Discriminate Analysis.
IEEE Trans. Control. Syst. Technol., 2019
Locality preserving discriminative canonical variate analysis for fault diagnosis.
Comput. Chem. Eng., 2018
Pairwise discriminate analysis based minimax probability machine (PDA-MPM) approach for fault diagnosis.
Proceedings of the IEEE Conference on Control Technology and Applications, 2017
Simultaneous Identification of Bidirectional Path Models Based on Process Data.
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
Simultaneous identification of bi-directional paths in closed-loop systems with coloured noise.
Autom., 2015
Extended-AUDI method for simultaneous determination of causality and models from process data.
Proceedings of the American Control Conference, 2013