A New Unsupervised Approach to Face Recognition. - Zizhu Fan; Ergen Liu (ICIC (1), 2008)

An Automatic Index Validity for Clustering. - Zizhu Fan; Xiangang Jiang; Baogen Xu; Zhaofeng Jiang (ICSI (2), 2010)

Weighted Principal Component Analysis. - Zizhu Fan; Ergen Liu; Baogen Xu (AICI (3), 2011)

Local Linear Discriminant Analysis Framework Using Sample Neighbors. - Zizhu Fan; Yong Xu 001; David Dapeng Zhang (IEEE Trans. Neural Networks, 2011)

Kernel based sparse representation for face recognition. - Qi Zhu 001; Yong Xu 001; Jinghua Wang; Zizhu Fan (ICPR, 2012)

Supervised sparse representation method with a heuristic strategy and face recognition experiments. - Yong Xu 001; Wangmeng Zuo; Zizhu Fan (Neurocomputing, 2012)

Novel Matrix Based Feature Extraction Method for Face Recognition Using Gaborface Features. - Qi Zhu 001; Yong Xu 001; Yuwu Lu; Jiajun Wen 001; Zizhu Fan; Zhengming Li (ICGEC, 2013)

Design and Implementation of a Bimodal Face Recognition System. - Yong Xu 001; Jian Yang 003; Jiajie Xu 002; Qi Zhu 001; Zizhu Fan (IScIDE, 2013)

Principal Component Analysis Integrating Mahalanobis Distance for Face Recognition. - Zizhu Fan; Ming Ni; Meibo Sheng; Zejiu Wu; Baogen Xu (RVSP, 2013)

A sparse representation method of bimodal biometrics and palmprint recognition experiments. - Yong Xu 001; Zizhu Fan; Minna Qiu; David Zhang 001; Jing-Yu Yang 001 (Neurocomputing, 2013)

From the idea of "sparse representation" to a representation-based transformation method for feature extraction. - Yong Xu 001; Qi Zhu 001; Zizhu Fan; Yaowu Wang; Jeng-Shyang Pan 001 (Neurocomputing, 2013)

Using the idea of the sparse representation to perform coarse-to-fine face recognition. - Yong Xu 001; Qi Zhu 001; Zizhu Fan; David Zhang 001; Jian-Xun Mi; Zhihui Lai 001 (Inf. Sci., 2013)

Local minimum squared error for face and handwritten character recognition. - Zizhu Fan; Jinghua Wang; Qi Zhu 001; Xiaozhao Fang; Jinrong Cui; Chunhua Li (J. Electronic Imaging, 2013)

Coarse to fine K nearest neighbor classifier. - Yong Xu 001; Qi Zhu 001; Zizhu Fan; Minna Qiu; Yan Chen 018; Hong Liu 008 (Pattern Recognit. Lett., 2013)

Kernel sparse representation based classification for undersampled problem. - Zizhu Fan; Ming Ni; Qi Zhu 001; Yuwu Lu (SMARTCOMP, 2014)

Locality and similarity preserving embedding for feature selection. - Xiaozhao Fang; Yong Xu 001; Xuelong Li 001; Zizhu Fan; Hong Liu 008; Yan Chen 018 (Neurocomputing, 2014)

An efficient KPCA algorithm based on feature correlation evaluation. - Zizhu Fan; Jinghua Wang; Baogen Xu; Pengzhi Tang (Neural Comput. Appl., 2014)

Modified Principal Component Analysis: An Integration of Multiple Similarity Subspace Models. - Zizhu Fan; Yong Xu 001; Wangmeng Zuo; Jian Yang 003; Jinhui Tang 001; Zhihui Lai 001; David Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2014)

Fast Sparse Representation Classification Using Transfer Learning. - Qi Zhu 001; Baisheng Dai; Zizhu Fan; Zheng Zhang 006 (ICCCS, 2015)

Weighted sparse representation for face recognition. - Zizhu Fan; Ming Ni; Qi Zhu 001; Ergen Liu (Neurocomputing, 2015)

Manifold discriminant regression learning for image classification. - Yuwu Lu; Zhihui Lai 001; Zizhu Fan; Jinrong Cui; Qi Zhu 001 (Neurocomputing, 2015)

L0-norm sparse representation based on modified genetic algorithm for face recognition. - Zizhu Fan; Ming Ni; Qi Zhu 001; Chengli Sun; Lipan Kang (J. Vis. Commun. Image Represent., 2015)

Appearance-based bidirectional representation for palmprint recognition. - Jinrong Cui; Jiajun Wen 001; Zizhu Fan (Multim. Tools Appl., 2015)

Erratum to: Appearance-based bidirectional representation for palmprint recognition. - Jinrong Cui; Jiajun Wen 001; Zizhu Fan (Multim. Tools Appl., 2015)

Using Feature Correlation Measurement to Improve the Kernel Minimum Squared Error Algorithm. - Zizhu Fan; Zuoyong Li (CCPR (1), 2016)

An efficient sparse representation based classification for undersampled face recognition. - Zizhu Fan; Lipan Kang; Zuoyong Li (CEC, 2016)

Individualized learning for improving kernel Fisher discriminant analysis. - Zizhu Fan; Yong Xu 001; Ming Ni; Xiaozhao Fang; David Zhang 001 (Pattern Recognit., 2016)

An interactively constrained discriminative dictionary learning algorithm for image classification. - Zhengming Li; Zheng Zhang 006; Zizhu Fan; Jie Wen 001 (Eng. Appl. Artif. Intell., 2018)

Virtual dictionary based kernel sparse representation for face recognition. - Zizhu Fan; Da Zhang 001; Xin Wang 061; Qi Zhu 001; Yuan-Fang Wang (Pattern Recognit., 2018)

Fast kernel sparse representation based classification for Undersampling problem in face recognition. - Zizhu Fan; Chao Wei (Multim. Tools Appl., 2020)

An Effective Lunar Crater Recognition Algorithm Based on Convolutional Neural Network. - Song Wang; Zizhu Fan; Zhengming Li; Hong Zhang; Chao Wei (Remote. Sens., 2020)

Improving decomposition-based multiobjective evolutionary algorithm with local reference point aided search. - Jing Jiang 021; Fei Han 001; Jie Wang 050; Qinghua Ling; Henry Han; Zizhu Fan (Inf. Sci., 2021)

A survey of crowd counting and density estimation based on convolutional neural network. - Zizhu Fan; Hong Zhang; Zheng Zhang 006; Guangming Lu 002; Yudong Zhang 001; Yaowei Wang 001 (Neurocomputing, 2022)

Incomplete multi-modal brain image fusion for epilepsy classification. - Qi Zhu 001; Huijie Li; Haizhou Ye; Zhiqiang Zhang; Ran Wang 004; Zizhu Fan; Daoqiang Zhang (Inf. Sci., 2022)

Real Time Power Equipment Meter Recognition Based on Deep Learning. - Zizhu Fan; Linrui Shi; Chao Xi; Hui Wang 091; Song Wang; Gaochang Wu (IEEE Trans. Instrum. Meas., 2022)

NMFLRR: Clustering scRNA-Seq Data by Integrating Nonnegative Matrix Factorization With Low Rank Representation. - Wei Zhang 079; Xiaoli Xue; Xiaoying Zheng; Zizhu Fan (IEEE J. Biomed. Health Informatics, 2022)

Disturbance Robust Abnormality Diagnosis of Fused Magnesium Furnaces Using Deep Neural Networks. - Qiang Liu 018; Yang Zhang; Gaochang Wu; Zizhu Fan (IEEE Trans. Artif. Intell., 2023)

DLVR-NWP: A Novel Data-Driven Bearing Degradation Model for RUL Estimation. - Qiang Liu 018; Yijie Zhang; Xiaosheng Si; Zizhu Fan (IEEE Trans. Instrum. Meas., 2023)

Kernel Fisher Dictionary Transfer Learning. - Linrui Shi; Zheng Zhang 006; Zizhu Fan; Chao Xi; Zhengming Li; Gaochang Wu (ACM Trans. Knowl. Discov. Data, 2023)

Discriminative Fisher Embedding Dictionary Transfer Learning for Object Recognition. - Zizhu Fan; Linrui Shi; Qiang Liu 018; Zhengming Li; Zheng Zhang 006 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Real-Time Text Detection with Multi-level Feature Fusion and Pixel Clustering. - Lu Xu; Zhufeng Jiang; Xingyu Han; Hui Wang; Zizhu Fan (PRCV (7), 2024)

Large Language Model based Agent Framework for Electric Vehicle Charging Behavior Simulation. - Junkang Feng; Chenggang Cui; Chuanlin Zhang; Zizhu Fan (CoRR, 2024)

Semi-supervised multiview fuzzy broad learning. - Chao Xi; Zizhu Fan; Cheng Peng 016; Qiang Liu; Hui Wang (Inf. Sci., 2024)

Efficient license plate recognition in unconstrained scenarios. - Chao Wei; Fei Han; Zizhu Fan; Linrui Shi; Cheng Peng (J. Vis. Commun. Image Represent., 2024)

Pedestrian Intrusion Detection in Railway Station Based on Mirror Translation Attention and Feature Pooling Enhancement. - Zhufeng Jiang; Hui Wang; Guoliang Luo; Zizhu Fan; Lu Xu (IEEE Signal Process. Lett., 2024)

Semi-supervised fuzzy broad learning system based on mean-teacher model. - Zizhu Fan; Yijing Huang; Chao Xi; Cheng Peng; Shitong Wang (Pattern Anal. Appl., 2024)

Multiview Adaptive K-Nearest Neighbor Classification. - Zizhu Fan; Yijing Huang; Chao Xi; Qiang Liu 018 (IEEE Trans. Artif. Intell., 2024)

Low-rank kernel consistent multi-view subspace clustering. - Wei Zhang 079; Yue Yu; Xiaoying Zheng; Juan Shen; Yuanyuan Li; Shiqi Wang 001; Zizhu Fan (Neurocomputing, 2025)

Contrastive Graph Semantic Learning via prototype for recommendation. - Mi Wen; Hongwei Wang; Weiwei Li; Zizhu Fan; Xiaoqing Yu (Inf. Sci., 2025)

A novel heterogeneous data classification approach combining gradient boosting decision trees and hybrid structure model. - Feng Xu; Yuting Huang 001; Hui Wang; Zizhu Fan (Pattern Recognit., 2025)

Hybrid Hypergraph Networks for Multimodal Sequence Data Classification. - Feng Xu; Hui Wang; Yuting Huang; Danwei Zhang; Zizhu Fan (CoRR, 2025)