Shicai Fan

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 27

Top Topics

Metric Learning

Convolutional Network

Industrial Processes

Fault Diagnosis

Top Venues

Knowl. Based Syst.

Publications

Di Wu, Shicai Fan, Xue Zhou, Li Yu, Yuzhong Deng, Jianxiao Zou, Baihong Lin
Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling. CoRR (2024)
Jialong Huang, Junlin Song, Penglong Lian, Mengjie Gan, Zhiheng Su, Benhao Wang, Wenji Zhu, Xiaomin Pu, Jianxiao Zou, Shicai Fan
A novel fault localization with data refinement for hydroelectric units. CoRR (2024)
Baihong Lin, Hanxing Chi, Zengrong Lin, Jun Hu, Liang Wang, Jianxiao Zou, Shicai Fan
Dual Rank-1 Tensor Attention Module for Convolutional Neural Networks. ICASSP (2024)
Zhiheng Su, Jiyang Zhang, Hongbing Xu, Jianxiao Zou, Shicai Fan
Deep semi-supervised transfer learning method on few source data with sensitivity-aware decision boundary adaptation for intelligent fault diagnosis. Expert Syst. Appl. 249 (2024)
Mengjie Gan, Penglong Lian, Zhiheng Su, Jiyang Zhang, Jialong Huang, Benhao Wang, Jianxiao Zou, Shicai Fan
Few-shot fault diagnosis based on multi-scale graph convolution filtering for industry. CoRR (2024)
Zhiheng Su, Penglong Lian, Penghui Shang, Jiyang Zhang, Hongbing Xu, Jianxiao Zou, Shicai Fan
Semi-supervised source-free domain adaptation method via diffusive label propagation for rotating machinery fault diagnosis. Reliab. Eng. Syst. Saf. 252 (2024)
Chun Yang, Jiyang Zhang, Yang Chang, Jianxiao Zou, Zhiliang Liu, Shicai Fan
A Novel Deep Parallel Time-Series Relation Network for Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Yuzhong Deng, Jianxiong Tang, Jiyang Zhang, Jianxiao Zou, Que Zhu, Shicai Fan
GraphCpG: imputation of single-cell methylomes based on locus-aware neighboring subgraphs. Bioinform. 39 (9) (2023)
Zhiheng Su, Jiyang Zhang, Jianxiong Tang, Yuxuan Wang, Hongbing Xu, Jianxiao Zou, Shicai Fan
A novel deep transfer learning method with inter-domain decision discrepancy minimization for intelligent fault diagnosis. Knowl. Based Syst. 259 (2023)
Baihong Lin, Zengrong Lin, Yulan Guo, Yulan Zhang, Jianxiao Zou, Shicai Fan
Variational Probabilistic Fusion Network for RGB-T Semantic Segmentation. CoRR (2023)
Menglong Chen, Xingtai Gui, Shicai Fan
Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection. CoRR (2023)
Xingtai Gui, Di Wu, Yang Chang, Shicai Fan
Constrained Adaptive Projection with Pretrained Features for Anomaly Detection. IJCAI (2022)
Chun Yang, Jianxiao Zou, JianHua Wu, Hongbing Xu, Shicai Fan
Supervised contrastive learning for recommendation. Knowl. Based Syst. 258 (2022)
Zhiheng Su, Jiyang Zhang, Jianxiong Tang, Yang Chang, Jianxiao Zou, Shicai Fan
Deep Joint Transfer Network for Intelligent Fault Diagnosis under Different Working Conditions. ACC (2022)
Chun Yang, Shicai Fan
SPR: Supervised Personalized Ranking Based on Prior Knowledge for Recommendation. CoRR (2022)
Xingtai Gui, Jiyang Zhang, Jianxiong Tang, Hongbing Xu, Jianxiao Zou, Shicai Fan
A Quadruplet Deep Metric Learning model for imbalanced time-series fault diagnosis. Knowl. Based Syst. 238 (2022)
Jiyang Zhang, Jianxiao Zou, Zhiheng Su, Jianxiong Tang, Yuhao Kang, Hongbing Xu, Zhiliang Liu, Shicai Fan
A class-aware supervised contrastive learning framework for imbalanced fault diagnosis. Knowl. Based Syst. 252 (2022)
Shicai Fan, Likun Wang, Liang Liang, Xiaohong Cao, Jianxiong Tang, Qi Tian
The progress on the estimation of DNA methylation level and the detection of abnormal methylation. Quant. Biol. 10 (1) (2022)
Jiyang Zhang, Yuxuan Wang, Jianxiong Tang, Jianxiao Zou, Shicai Fan
MS-TCN: A Multiscale Temporal Convolutional Network for Fault Diagnosis in Industrial Processes. ACC (2021)
Jianxiong Tang, Jianxiao Zou, Mei Fan, Qi Tian, Shicai Fan
Imputation in Scrna-seq Data Using Supervised Deep Generative Networks. ICBRA (2021)
Chun Yang, Lujing Tao, Jian Zhang, Xingtai Gui, Jiyang Zhang, Jianxiao Zou, Shicai Fan
A Fault Detection Method based on the Deep Extended PCA - SVM in Industrial Processes. ACC (2021)
Qi Tian, Jianxiao Zou, Jianxiong Tang, Shicai Fan
Multi-distance based spectral embedding fusion for clustering single-cell methylation data. CIBCB (2021)
Jianxiong Tang, Jianxiao Zou, Mei Fan, Qi Tian, Jiyang Zhang, Shicai Fan
CaMelia: imputation in single-cell methylomes based on local similarities between cells. Bioinform. 37 (13) (2021)
Qi Tian, Jianxiao Zou, Jianxiong Tang, Yuan Fang, Zhongli Yu, Shicai Fan
MRCNN: a deep learning model for regression of genome-wide DNA methylation. BMC Genom. 20 (S2) (2019)
Jian Zhang, Jianxiao Zou, Jiyang Zhang, Qian Tao, Xingtai Gui, Hongbing Xu, Shicai Fan
A Novel Deep DPCA-SVM Method for Fault Detection in Industrial Processes. CDC (2019)
Shicai Fan, Xiangfeng Zeng
A superpixel-based codebook model for real time foreground detection. I2MTC (2017)
Shicai Fan, Chengzhe Li, Rizi Ai, Mengchi Wang, Gary S. Firestein, Wei Wang
Computationally expanding infinium HumanMethylation450 BeadChip array data to reveal distinct DNA methylation patterns of rheumatoid arthritis. Bioinform. 32 (12) (2016)
Fang Fang, Shicai Fan, Xuegong Zhang, Michael Q. Zhang
Predicting methylation status of CpG islands in the human brain. Bioinform. 22 (18) (2006)