Chuanhou Gao

Int. J. Prod. Res., 2024

Treatment Effects Estimation on Networked Observational Data using Disentangled Variational Graph Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2024

Learning Network Representations with Disentangled Graph Auto-Encoder.

[BibT_eX]

[DOI]

Di Fan

CoRR, 2024

Nonlinear Optimal Classification Trees.

[BibT_eX]

[DOI]

Sen Xue

Xiaoyu Luo

Proceedings of the 5th International Conference on Machine Learning and Computer Application, 2024

2023

On Persistence of Some $\mathcal {W}_{I}$-Endotactic Chemical Reaction Networks.

[BibT_eX]

[DOI]

Xiaoyu Zhang

IEEE Trans. Autom. Control., December, 2023

Improved formulations of the joint order batching and picker routing problem.

[BibT_eX]

[DOI]

Kai Zhang

Int. J. Prod. Res., November, 2023

Stochastic weak passivity for weakly stabilizing stochastic systems with nonvanishing noise.

[BibT_eX]

[DOI]

Syst. Control. Lett., October, 2023

New valid inequalities and formulations for the static joint Chance-constrained Lot-sizing problem.

[BibT_eX]

[DOI]

Zeyang Zhang

James R. Luedtke

Math. Program., May, 2023

On the relation between ω-limit set and boundaries of mass-action chemical reaction networks.

[BibT_eX]

[DOI]

Autom., March, 2023

Incorporation of Data-Mined Knowledge into Black-Box SVM for Interpretability.

[BibT_eX]

[DOI]

Ping Zhang

ACM Trans. Intell. Syst. Technol., February, 2023

Discovering Categorical Main and Interaction Effects Based on Association Rule Mining.

[BibT_eX]

[DOI]

Qiuqiang Lin

IEEE Trans. Knowl. Data Eng., 2023

Automatic Implementation of Neural Networks through Reaction Networks - Part I: Circuit Design and Convergence Analysis.

[BibT_eX]

[DOI]

CoRR, 2023

Causal Structure Learning by Using Intersection of Markov Blankets.

[BibT_eX]

[DOI]

Yiran Dong

CoRR, 2023

CF-VAE: Causal Disentangled Representation Learning with VAE and Causal Flows.

[BibT_eX]

[DOI]

Di Fan

Yannian Kou

CoRR, 2023

Domain Knowledge integrated for Blast Furnace Classifier Design.

[BibT_eX]

[DOI]

Di Fan

CoRR, 2023

Capturing Persistence of High-Dimensional Delayed Complex Balanced Chemical Reaction Systems via Decomposition of Semilocking Sets.

[BibT_eX]

[DOI]

Xiaoyu Zhang

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

A Data-Based Compact High-Order Volterra Model for Complex Blast Furnace System.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

Lyapunov Function PDEs to the Stability of Some Complex Balancing Derivative and Compound Networks.

[BibT_eX]

[DOI]

Yafei Lu

IEEE Trans. Autom. Control., 2022

Transfer Learning in Information Criteria-based Feature Selection.

[BibT_eX]

[DOI]

Nikolaos V. Sahinidis

J. Mach. Learn. Res., 2022

Chemical reaction network decomposition technique for stability analysis.

[BibT_eX]

[DOI]

Yafei Lu

Autom., 2022

Noise-to-state exponentially stabilizing (state, input)-disturbed CSTRs with non-vanishing noise.

[BibT_eX]

[DOI]

Autom., 2022

2021

A Nonuniform Delay-Coordinate Embedding-Based Multiscale Predictor for Blast Furnace Systems.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2021

Persistence of Delayed Complex Balanced Chemical Reaction Networks.

[BibT_eX]

[DOI]

Xiaoyu Zhang

IEEE Trans. Autom. Control., 2021

An adaptive dimension reduction algorithm for latent variables of variational autoencoder.

[BibT_eX]

[DOI]

Yiran Dong

CoRR, 2021

Online Interaction Detection for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

Qiuqiang Lin

CoRR, 2021

Random Intersection Chains.

[BibT_eX]

[DOI]

Qiuqiang Lin

CoRR, 2021

2020

Linear Priors Mined and Integrated for Transparency of Blast Furnace Black-Box SVM Model.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2020

Adaptation Mechanisms in Phosphorylation Cycles By Allosteric Binding and Gene Autoregulation.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

A Graphic Formulation of Nonisothermal Chemical Reaction Systems and the Analysis of Detailed Balanced Networks.

[BibT_eX]

[DOI]

Arjan van der Schaft

SIAM J. Appl. Dyn. Syst., 2020

2019

Complex Balancing Reconstructed to the Asymptotic Stability of Mass-Action Chemical Reaction Networks with Conservation Laws.

[BibT_eX]

[DOI]

Min Ke

SIAM J. Appl. Math., 2019

Lyapunov Function Partial Differential Equations for Chemical Reaction Networks: Some Special Cases.

[BibT_eX]

[DOI]

SIAM J. Appl. Dyn. Syst., 2019

2018

Knowledge Integrated Classifier Design Based on Utility Optimization.

[BibT_eX]

[DOI]

CoRR, 2018

Asymptotic performance of regularized multi-task learning.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Stabilization of Input-Disturbed Stochastic Port-Hamiltonian Systems Via Passivity.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Enhancing Transparency of Black-box Soft-margin SVM by Integrating Data-based Prior Information.

[BibT_eX]

[DOI]

Ping Zhang

CoRR, 2017

Integral regulation mechanism in phosphorylation cycles.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2014

Rule Extraction From Fuzzy-Based Blast Furnace SVM Multiclassifier for Decision-Making.

[BibT_eX]

[DOI]

Qinghuan Ge

IEEE Trans. Fuzzy Syst., 2014

Novel Just-In-Time Learning-Based Soft Sensor Utilizing Non-Gaussian Information.

[BibT_eX]

[DOI]

Lei Xie

Jiusun Zeng

IEEE Trans. Control. Syst. Technol., 2014

2013

Data-Driven Time Discrete Models for Dynamic Prediction of the Hot Metal Silicon Content in the Blast Furnace - A Review.

[BibT_eX]

[DOI]

Henrik Saxén

Zhiwei Gao

IEEE Trans. Ind. Informatics, 2013

Guest Editorial: Special section on data-driven approaches for complex industrial systems.

[BibT_eX]

[DOI]

Zhiwei Gao

Henrik Saxén

IEEE Trans. Ind. Informatics, 2013

Binary Coding SVMs for the Multiclass Problem of Blast Furnace System.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2013

Symmetric extreme learning machine.

[BibT_eX]

[DOI]

Xueyi Liu

Ping Li

Neural Comput. Appl., 2013

Modeling and Control of Complex Dynamic Systems 2013.

[BibT_eX]

[DOI]

J. Appl. Math., 2013

2012

Modeling of the Thermal State Change of Blast Furnace Hearth With Support Vector Machines.

[BibT_eX]

[DOI]

Shihua Luo

IEEE Trans. Ind. Electron., 2012

Constructing Multiple Kernel Learning Framework for Blast Furnace Automation.

[BibT_eX]

[DOI]

Zhonghang Xia

IEEE Trans Autom. Sci. Eng., 2012

A comparative analysis of support vector machines and extreme learning machines.

[BibT_eX]

[DOI]

Xueyi Liu

Ping Li

Neural Networks, 2012

Modeling and Control of Complex Dynamic Systems: Applied Mathematical Aspects.

[BibT_eX]

[DOI]

David Zhiwei Gao

Dexing Kong

J. Appl. Math., 2012

Energy-Efficient Robust Coverage under Uncertainty in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2012

2011

Data-Driven Modeling Based on Volterra Series for Multidimensional Blast Furnace System.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Design of a multiple kernel learning algorithm for LS-SVM by convex programming.

[BibT_eX]

[DOI]

Neural Networks, 2011

Soft sensor development using non-Gaussian Just-In-Time modeling.

[BibT_eX]

[DOI]

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

Data-driven predictive control for blast furnace ironmaking process.

[BibT_eX]

[DOI]

Jiu-sun Zeng

Hongye Su

Comput. Chem. Eng., 2010

2009

An optimal control method for applications using wireless sensor/actuator networks.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2009

2007

Evidence of Chaotic Behavior in Noise From Industrial Process.

[BibT_eX]

[DOI]