Nannan Gu

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 14

Top Topics

Bayesian Network Inference

Feature Selection

Manifold Regularization

Regularized Least Squares

Top Venues

Int. J. Syst. Sci.

IEEE Signal Process. Lett.

Publications

Peng Lin, Changsheng Dou, Nannan Gu, Zhiyuan Shi, Lili Ma
Performing Bayesian Network Inference Using Amortized Region Approximation with Graph Factorization. Int. J. Intell. Syst. 2023 (2023)
Nannan Gu, Shiguan Zhou, Feng Wang
Predictive Controller Design For Aero-Engines Based On A Class Of Linear Parameter Varying Model. IECON (2023)
Nannan Gu, Xi Wang, Shubo Yang
Explicit Model Predictive Based Fault Tolerant Control for Turboshaft Engine System. IEEE Access 10 (2022)
Peng Lin, Changsheng Dou, Nannan Gu, Zhiyuan Shi, Lili Ma
Pairwise Decomposition of Directed Graphic Models for Performing Amortized Approximate Inference. ML4CS (1) (2022)
Mingyu Fan, Xiaoqin Zhang, Jie Hu, Nannan Gu, Dacheng Tao
Adaptive Data Structure Regularized Multiclass Discriminative Feature Selection. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Xiaoqin Zhang, Qianqian Liu, Di Wang, Li Zhao, Nannan Gu, Stephen J. Maybank
Self-Taught Semisupervised Dictionary Learning With Nonnegative Constraint. IEEE Trans. Ind. Informatics 16 (1) (2020)
Nannan Gu, Pengying Fan, Mingyu Fan, Di Wang
Structure regularized self-paced learning for robust semi-supervised pattern classification. Neural Comput. Appl. 31 (10) (2019)
Xiaoqin Zhang, Qianqian Liu, Di Wang, Jie Hu, Nannan Gu, Tianhao Wang
Semi-Supervised Dictionary Learning Based on Atom Graph Regularization. IEEE BigData (2018)
Lei Zhang, Di Wang, Xiaoqin Zhang, Nannan Gu, Mingyu Fan
Simultaneous Learning of Affinity Matrix and Laplacian Regularized Least Squares for Semi-Supervised Classification. ICIP (2018)
Kaifei Zhang, Di Wang, Xiaoqin Zhang, Nannan Gu, Hongxing Jiang, Xiuzi Ye
Low-Rank Tensor Recovery and Alignment Based on \ell _p Minimization. ACCV Workshops (1) (2016)
Nannan Gu, Mingyu Fan, Deyu Meng
Robust Semi-Supervised Classification for Noisy Labels Based on Self-Paced Learning. IEEE Signal Process. Lett. 23 (12) (2016)
Yuechao Ma, Shujie Jin, Nannan Gu
Decentralised memory static output feedback control for the nonlinear time-delay similar interconnected systems. Int. J. Syst. Sci. 47 (10) (2016)
Nannan Gu, Mingyu Fan, Liang Du, Dongchun Ren
Efficient sequential feature selection based on adaptive eigenspace model. Neurocomputing 161 (2015)
Yuechao Ma, Shujie Jin, Nannan Gu
Delay-dependent decentralised control for a class of uncertain similar interconnected systems with state delay and input delay. Int. J. Syst. Sci. 46 (16) (2015)
Mingyu Fan, Nannan Gu, Hong Qiao, Bo Zhang
Dimensionality reduction: An interpretation from manifold regularization perspective. Inf. Sci. 277 (2014)
Nannan Gu, Di Wang, Mingyu Fan, Deyu Meng
A kernel-based sparsity preserving method for semi-supervised classification. Neurocomputing 139 (2014)
Yuechao Ma, Nannan Gu, Qingling Zhang
control for uncertain discrete-time singular systems with time-varying delays. J. Frankl. Inst. 351 (6) (2014)
Nannan Gu, Mingyu Fan, Hong Qiao, Bo Zhang
Discriminative Sparsity Preserving Projections for Semi-Supervised Dimensionality Reduction. IEEE Signal Process. Lett. 19 (7) (2012)
Mingyu Fan, Nannan Gu, Hong Qiao, Bo Zhang
Sparse regularization for semi-supervised classification. Pattern Recognit. 44 (8) (2011)
Mingyu Fan, Nannan Gu, Hong Qiao, Bo Zhang
Intrinsic dimension estimation of data by principal component analysis CoRR (2010)