Adapting ELM to Time Series Classification: A Novel Diversified Top-k Shapelets Extraction Method. - Qiuyan Yan; Qifa Sun; Xinming Yan (ADC, 2016)

Improving ELM-Based Time Series Classification by Diversified Shapelets Selection. - Qifa Sun; Qiuyan Yan; Xinming Yan; Wei Chen 036; Wenxiang Li (QSHINE, 2016)

Optimizing Cost-Sensitive SVM for Imbalanced Data : Connecting Cluster to Classification. - Qiuyan Yan; Shixiong Xia; Fanrong Meng (CoRR, 2017)

Quantitative thickness prediction of tectonically deformed coal using Extreme Learning Machine and Principal Component Analysis: a case study. - Xin Wang 144; Yan Li 002; Tongjun Chen; Qiuyan Yan; Li Ma (Comput. Geosci., 2017)

Spectral regression based marginal Fisher analysis dimensionality reduction algorithm. - Bing Liu 016; Yong Zhou 003; Zhanguo Xia; Peng Liu 013; Qiuyan Yan; Hui Xu (Neurocomputing, 2018)

Sliding Covariance Matrix: Co-learning Spatiotemporal Geometry Feature for Skeleton Based Action Recognition. - Guan Huang; Qiuyan Yan; Guan Yuan (WISA, 2020)

Optimizing Features Quality: A Normalized Covariance Fusion Framework for Skeleton Action Recognition. - Guan Huang; Qiuyan Yan (IEEE Access, 2020)

Optimizing shapelets quality measure for imbalanced time series classification. - Qiuyan Yan; Yang Cao (Appl. Intell., 2020)

A domain adaptive and continual learning method for skeleton behavior recognition in classroom environment. - Qiuyan Yan; Yan Hu; Guan Huang; Zefang Chen (TALE, 2021)

Spatio-temporal stacking model for skeleton-based action recognition. - Yufeng Zhong; Qiuyan Yan (Appl. Intell., 2022)

A Transformer-Based Unsupervised Domain Adaptation Method for Skeleton Behavior Recognition. - Qiuyan Yan; Yan Hu (IEEE Access, 2023)

A Key Skeleton Points Guided Classroom Action Recognition Method Based on Multimodal Symmetry Fusion. - Zefang Chen; Yang Gao; Qiuyan Yan (IEEE Access, 2024)

A lightweight attention-based network for micro-expression recognition. - Dashuai Hao; Mu Zhu; Chen Zhang; Guan Yuan; Qiuyan Yan; Xiaobao Zhuang (Multim. Tools Appl., 2024)

Automated message selection for robust Heterogeneous Graph Contrastive Learning. - Rui Bing; Guan Yuan; Yanmei Zhang; Yong Zhou 003; Qiuyan Yan (Knowl. Based Syst., 2025)