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2020 – today
- 2024
[j5]Xin He, Yasen Wang, Junyang Jin:
Bayesian inference and optimisation of stochastic dynamical networks. Int. J. Syst. Sci. 55(13): 2589-2603 (2024)- 2022
- [i6]Yasen Wang, Junyang Jin, Jorge M. Gonçalves
:
Bayesian Inference of Stochastic Dynamical Networks. CoRR abs/2206.00858 (2022) - 2021
- [j4]Jorge M. Gonçalves, Li Yan, Hai-Tao Zhang, Yang Xiao, Maolin Wang, Yuqi Guo, Chuan Sun, Xiuchuan Tang, Zhiguo Cao, Shusheng Li, Hui Xu, Cheng Cheng, Junyang Jin, Ye Yuan:
Li Yan et al. reply. Nat. Mach. Intell. 3(1): 28-32 (2021) - [j3]Junyang Jin, Ye Yuan, Jorge M. Gonçalves:
A Full Bayesian Approach to Sparse Network Inference Using Heterogeneous Datasets. IEEE Trans. Autom. Control. 66(7): 3282-3288 (2021) - [i5]Wenqian Jiang, Junyang Jin:
Intelligent Icing Detection Model of Wind Turbine Blades Based on SCADA data. CoRR abs/2101.07914 (2021) - 2020
- [j2]Junyang Jin, Ye Yuan, Jorge M. Gonçalves:
High precision variational Bayesian inference of sparse linear networks. Autom. 118: 109017 (2020) - [j1]Li Yan, Hai-Tao Zhang, Jorge M. Gonçalves, Yang Xiao, Maolin Wang, Yuqi Guo, Chuan Sun, Xiuchuan Tang, Liang Jing, Mingyang Zhang, Xiang Huang, Ying Xiao, Haosen Cao, Yanyan Chen, Tongxin Ren, Fang Wang, Yaru Xiao, Sufang Huang, Xi Tan, Niannian Huang, Bo Jiao, Cheng Cheng, Yong Zhang, Ailin Luo, Laurent Mombaerts, Junyang Jin, Zhiguo Cao, Shusheng Li, Hui Xu, Ye Yuan:
An interpretable mortality prediction model for COVID-19 patients. Nat. Mach. Intell. 2(5): 283-288 (2020)
2010 – 2019
- 2019
- [i4]Junyang Jin, Ye Yuan, Jorge M. Gonçalves:
High Precision Variational Bayesian Inference of Sparse Linear Networks. CoRR abs/1901.00673 (2019) - [i3]Junyang Jin, Ye Yuan, Jorge M. Gonçalves:
A Full Bayesian Approach to Sparse Network Inference using Heterogeneous Datasets. CoRR abs/1901.01038 (2019) - 2017
- [c1]Junyang Jin, Ye Yuan, Wei Pan, Claire J. Tomlin, Alex Webb, Jorge M. Gonçalves:
Identification of nonlinear sparse networks using sparse Bayesian learning. CDC 2017: 6481-6486 - 2016
- [i2]Junyang Jin, Wei Pan, Duong L. T. Pham, Ye Yuan, Claire J. Tomlin, Alex Webb, Jorge M. Gonçalves:
On Identification of Dynamical Structure Functions: A Sparse Bayesian Learning Approach. CoRR abs/1605.09543 (2016) - [i1]Junyang Jin, Ye Yuan, Wei Pan, Duong L. T. Pham, Claire J. Tomlin, Alex Webb, Jorge M. Gonçalves:
On Identification of Sparse Multivariable ARX Model: A Sparse Bayesian Learning Approach. CoRR abs/1609.09660 (2016)
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