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2020 – today
- 2024
[j39]Sen Xue, Chuanhou Gao
:
Use statistical analysis to approximate integrated order batching problem. Int. J. Prod. Res. 62(12): 4349-4371 (2024)- [j38]Jiusun Zeng, Cheng Lu, Le Yao, Yi Liu, Shihua Luo, Fei Wang, Chuanhou Gao:
Robust Stacked Probabilistic Latent Variable Model for Fault Isolation of Dynamic Process With Outliers. IEEE Trans Autom. Sci. Eng. 21(4): 6460-6472 (2024) - [j37]Shaohan Chen, Zhou Fang, Sijie Lu, Chuanhou Gao:
Efficacy of Regularized Multitask Learning Based on SVM Models. IEEE Trans. Cybern. 54(3): 1339-1352 (2024) - [i13]Di Fan, Chuanhou Gao:
Learning Network Representations with Disentangled Graph Auto-Encoder. CoRR abs/2402.01143 (2024) - 2023
- [j36]Xiaoyu Zhang, Zhou Fang, Chuanhou Gao, Denis Dochain:
On the relation between ω-limit set and boundaries of mass-action chemical reaction networks. Autom. 149: 110828 (2023) - [j35]Kai Zhang, Chuanhou Gao:
Improved formulations of the joint order batching and picker routing problem. Int. J. Prod. Res. 61(21): 7386-7409 (2023) - [j34]Zeyang Zhang, Chuanhou Gao, James R. Luedtke:
New valid inequalities and formulations for the static joint Chance-constrained Lot-sizing problem. Math. Program. 199(1): 639-669 (2023) - [j33]Zhou Fang, Chuanhou Gao, Denis Dochain:
Stochastic weak passivity for weakly stabilizing stochastic systems with nonvanishing noise. Syst. Control. Lett. 180: 105606 (2023) - [j32]Xiaoyu Zhang, Chuanhou Gao, Denis Dochain:
On Persistence of Some $\mathcal {W}_{I}$-Endotactic Chemical Reaction Networks. IEEE Trans. Autom. Control. 68(12): 7420-7435 (2023) - [j31]Shaohan Chen, Chuanhou Gao, Ping Zhang:
Incorporation of Data-Mined Knowledge into Black-Box SVM for Interpretability. ACM Trans. Intell. Syst. Technol. 14(1): 6:1-6:22 (2023) - [j30]Qiuqiang Lin, Chuanhou Gao:
Discovering Categorical Main and Interaction Effects Based on Association Rule Mining. IEEE Trans. Knowl. Data Eng. 35(2): 1379-1390 (2023) - [c4]Xiaoyu Zhang, Chuanhou Gao, Denis Dochain:
Capturing Persistence of High-Dimensional Delayed Complex Balanced Chemical Reaction Systems via Decomposition of Semilocking Sets. CDC 2023: 1625-1630 - [i12]Shaohan Chen, Di Fan, Chuanhou Gao:
Domain Knowledge integrated for Blast Furnace Classifier Design. CoRR abs/2303.17769 (2023) - [i11]Di Fan, Yannian Kou, Chuanhou Gao:
CF-VAE: Causal Disentangled Representation Learning with VAE and Causal Flows. CoRR abs/2304.09010 (2023) - [i10]Yiran Dong, Chuanhou Gao:
Causal Structure Learning by Using Intersection of Markov Blankets. CoRR abs/2307.00227 (2023) - [i9]Yuzhen Fan, Xiaoyu Zhang, Chuanhou Gao, Denis Dochain:
Automatic Implementation of Neural Networks through Reaction Networks - Part I: Circuit Design and Convergence Analysis. CoRR abs/2311.18313 (2023) - 2022
- [j29]Yafei Lu, Zhou Fang, Chuanhou Gao, Denis Dochain:
Noise-to-state exponentially stabilizing (state, input)-disturbed CSTRs with non-vanishing noise. Autom. 142: 110387 (2022) - [j28]Yafei Lu, Chuanhou Gao, Denis Dochain:
Chemical reaction network decomposition technique for stability analysis. Autom. 146: 110650 (2022) - [j27]Shaohan Chen, Nikolaos V. Sahinidis, Chuanhou Gao:
Transfer Learning in Information Criteria-based Feature Selection. J. Mach. Learn. Res. 23: 134:1-134:105 (2022) - [j26]Yafei Lu, Chuanhou Gao, Denis Dochain:
Lyapunov Function PDEs to the Stability of Some Complex Balancing Derivative and Compound Networks. IEEE Trans. Autom. Control. 67(10): 5026-5038 (2022) - [j25]Zeyang Zhang, Yafei Lu, Xinjie Wang, Chuanying Cheng, Chuanhou Gao:
A Data-Based Compact High-Order Volterra Model for Complex Blast Furnace System. IEEE Trans. Ind. Informatics 18(9): 5827-5837 (2022) - 2021
- [j24]Xiaoyu Zhang, Chuanhou Gao:
Persistence of Delayed Complex Balanced Chemical Reaction Networks. IEEE Trans. Autom. Control. 66(4): 1658-1669 (2021) - [j23]Chuanhou Gao, Qiuqiang Lin, Jiasheng Ni, Wei Guo, Qihui Li:
A Nonuniform Delay-Coordinate Embedding-Based Multiscale Predictor for Blast Furnace Systems. IEEE Trans. Control. Syst. Technol. 29(5): 2223-2230 (2021) - [i8]Qiuqiang Lin, Chuanhou Gao:
Random Intersection Chains. CoRR abs/2104.04714 (2021) - [i7]Qiuqiang Lin, Chuanhou Gao:
Discovering Categorical Main and Interaction Effects Based on Association Rule Mining. CoRR abs/2104.04728 (2021) - [i6]Qiuqiang Lin, Chuanhou Gao:
Online Interaction Detection for Click-Through Rate Prediction. CoRR abs/2106.15400 (2021) - [i5]Shaohan Chen, Nikolaos V. Sahinidis, Chuanhou Gao:
Transfer Learning in Information Criteria-based Feature Selection. CoRR abs/2107.02847 (2021) - [i4]Yiran Dong, Chuanhou Gao:
An adaptive dimension reduction algorithm for latent variables of variational autoencoder. CoRR abs/2111.08493 (2021) - 2020
- [j22]Zhou Fang, Arjan van der Schaft, Chuanhou Gao:
A Graphic Formulation of Nonisothermal Chemical Reaction Systems and the Analysis of Detailed Balanced Networks. SIAM J. Appl. Dyn. Syst. 19(4): 2594-2627 (2020) - [j21]Zhou Fang, Bayu Jayawardhana, Arjan van der Schaft, Chuanhou Gao:
Adaptation Mechanisms in Phosphorylation Cycles By Allosteric Binding and Gene Autoregulation. IEEE Trans. Autom. Control. 65(8): 3457-3470 (2020) - [j20]Shaohan Chen, Chuanhou Gao:
Linear Priors Mined and Integrated for Transparency of Blast Furnace Black-Box SVM Model. IEEE Trans. Ind. Informatics 16(6): 3862-3870 (2020)
2010 – 2019
- 2019
- [j19]Zhou Fang, Chuanhou Gao:
Lyapunov Function Partial Differential Equations for Chemical Reaction Networks: Some Special Cases. SIAM J. Appl. Dyn. Syst. 18(2): 1163-1199 (2019) - [j18]Min Ke, Zhou Fang, Chuanhou Gao:
Complex Balancing Reconstructed to the Asymptotic Stability of Mass-Action Chemical Reaction Networks with Conservation Laws. SIAM J. Appl. Math. 79(1): 55-74 (2019) - 2018
- [i3]Shaohan Chen, Chuanhou Gao:
Asymptotic performance of regularized multi-task learning. CoRR abs/1805.12507 (2018) - [i2]Shaohan Chen, Chuanhou Gao:
Knowledge Integrated Classifier Design Based on Utility Optimization. CoRR abs/1809.01571 (2018) - 2017
- [j17]Zhou Fang, Chuanhou Gao:
Stabilization of Input-Disturbed Stochastic Port-Hamiltonian Systems Via Passivity. IEEE Trans. Autom. Control. 62(8): 4159-4166 (2017) - [c3]Zhou Fang, Bayu Jayawardhana, Arjan van der Schaft, Chuanhou Gao:
Integral regulation mechanism in phosphorylation cycles. CDC 2017: 5322-5327 - [i1]Shaohan Chen, Chuanhou Gao, Ping Zhang:
Enhancing Transparency of Black-box Soft-margin SVM by Integrating Data-based Prior Information. CoRR abs/1710.02924 (2017) - 2014
- [j16]Lei Xie, Jiusun Zeng, Chuanhou Gao:
Novel Just-In-Time Learning-Based Soft Sensor Utilizing Non-Gaussian Information. IEEE Trans. Control. Syst. Technol. 22(1): 360-368 (2014) - [j15]Chuanhou Gao, Qinghuan Ge, Ling Jian:
Rule Extraction From Fuzzy-Based Blast Furnace SVM Multiclassifier for Decision-Making. IEEE Trans. Fuzzy Syst. 22(3): 586-596 (2014) - 2013
- [j14]Zhiwei Gao, Dexing Kong, Chuanhou Gao, Michael Z. Q. Chen:
Modeling and Control of Complex Dynamic Systems 2013. J. Appl. Math. 2013: 151372:1-151372:3 (2013) - [j13]Xueyi Liu, Ping Li, Chuanhou Gao:
Symmetric extreme learning machine. Neural Comput. Appl. 22(3-4): 551-558 (2013) - [j12]Ling Jian, Chuanhou Gao:
Binary Coding SVMs for the Multiclass Problem of Blast Furnace System. IEEE Trans. Ind. Electron. 60(9): 3846-3856 (2013) - [j11]Zhiwei Gao, Henrik Saxén, Chuanhou Gao:
Guest Editorial: Special section on data-driven approaches for complex industrial systems. IEEE Trans. Ind. Informatics 9(4): 2210-2212 (2013) - [j10]Henrik Saxén, Chuanhou Gao, Zhiwei Gao:
Data-Driven Time Discrete Models for Dynamic Prediction of the Hot Metal Silicon Content in the Blast Furnace - A Review. IEEE Trans. Ind. Informatics 9(4): 2213-2225 (2013) - 2012
- [j9]David Zhiwei Gao, Dexing Kong, Chuanhou Gao:
Modeling and Control of Complex Dynamic Systems: Applied Mathematical Aspects. J. Appl. Math. 2012: 869792:1-869792:5 (2012) - [j8]Xueyi Liu, Chuanhou Gao, Ping Li:
A comparative analysis of support vector machines and extreme learning machines. Neural Networks 33: 58-66 (2012) - [j7]Ling Jian, Chuanhou Gao, Zhonghang Xia:
Constructing Multiple Kernel Learning Framework for Blast Furnace Automation. IEEE Trans Autom. Sci. Eng. 9(4): 763-777 (2012) - [j6]Chuanhou Gao, Ling Jian, Shihua Luo:
Modeling of the Thermal State Change of Blast Furnace Hearth With Support Vector Machines. IEEE Trans. Ind. Electron. 59(2): 1134-1145 (2012) - [c2]Yafeng Zhao, Khuong Vu, Jiming Chen, Rong Zheng, Chuanhou Gao:
Energy-Efficient Robust Coverage under Uncertainty in Wireless Sensor Networks. WASA 2012: 366-377 - 2011
- [j5]Ling Jian, Zhonghang Xia, Xijun Liang, Chuanhou Gao:
Design of a multiple kernel learning algorithm for LS-SVM by convex programming. Neural Networks 24(5): 476-483 (2011) - [j4]Chuanhou Gao, Ling Jian, Xueyi Liu, Jiming Chen, Youxian Sun:
Data-Driven Modeling Based on Volterra Series for Multidimensional Blast Furnace System. IEEE Trans. Neural Networks 22(12): 2272-2283 (2011) - [c1]Jiusun Zeng, Lei Xie, Chuanhou Gao, Jingjing Sha:
Soft sensor development using non-Gaussian Just-In-Time modeling. CDC/ECC 2011: 5868-5873 - 2010
- [j3]Jiu-sun Zeng, Chuanhou Gao, Hongye Su:
Data-driven predictive control for blast furnace ironmaking process. Comput. Chem. Eng. 34(11): 1854-1862 (2010)
2000 – 2009
- 2009
- [j2]Xianghui Cao, Jiming Chen, Chuanhou Gao, Youxian Sun:
An optimal control method for applications using wireless sensor/actuator networks. Comput. Electr. Eng. 35(5): 748-756 (2009) - 2007
- [j1]Chuanhou Gao, Jixin Qian:
Evidence of Chaotic Behavior in Noise From Industrial Process. IEEE Trans. Signal Process. 55(6-2): 2877-2884 (2007)
Coauthor Index
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