Peipei Li
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Gender:Female
Education Level:With Certificate of Graduation for Doctorate Study
Alma Mater:Hefei University of Technology
Scientific Research
Current position:
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Scientific Research
Research Field
Data Stream Mining, Short Text Classification, and Multi-label Learning
Paper Publications
- Yizhang Zou，Xuegang Hu，Peipei Li，Gradient-based multi-label feature selection considering three-way variable interaction:Pattern Recognition,2023,145):109900.
- Peipei Li，Xindong Wu,Xuegang Hu,Haixiang Zhang，High-Dimensional Multi-Label Data Stream Classification With Concept Drifting Detection:IEEE Transactions on Knowledge and Data Engineering,2023,35(8):8085-8099.
- Peipei Li，Ma Wu,Junhong He,Xuegang Hu，Recurring Drift Detection and Model Selection-Based Ensemble Classification for Data Streams with Unlabeled Data:New Gener. Comput.,39(2):341-376.
- Peipei Li，Yingying Liu,Yang Hu,Xuegang Hu,Kui Yu，Yuhong Zhang，A Drift-Sensitive Distributed LSTM Method for Short Text Steam Classification:IEEE Transactions on Big Data,2023,9(1):341-357.
- Peipei Li， Lu He, Haiyan Wang, Xuegang Hu, Yuhong Zhang*,Lei Li,Xindong Wu，Yuhong Zhang，Learning from Short Text Streams with Topic Drifts:IEEE Transactions on Cybernetics, 48(9): 2697-2711,2018
Patents
- Peipei Li,Yang Hu,Xuegang Hu,A Feature Extension Based Online Short Text Data Stream Classification MethodInvent,ZL 201911251229.1,2021-08-13
- Peipei Li, Xuegang Hu,Yang Hu,An Online Short Text Stream Classifcation Method based on Feature ExtensionInvent,ZL 201911251229.1,4442-05-01
- Peipei Li, Lei Li,Zhang Yuhong,Xuegang Hu,Lu He,Xindong Wu,A Concept Drift Detection Method for Multi-label Data Stream based on Label and Feature DistributionsInvent,ZL201710151295.6,4362-12-01
- Xuegang Hu,Haiyan Wang,Peipei Li,A Short Text Data Stream Classification Method based on Text Extension and Concept Drift DetectionInvent,ZL 201710994366.9,4303-01-01
- Junwei Lu,Jianxing Liao,Xuegang Hu,Peipei Li,A Human Motion Prediction Method based on Data FusionInvent,ZL 201910522350.7,4413-12-01
Published Books
Research Projects
- Research on semi supervised classification method for short text streams based on heterogeneous concept drift co-occurrence detection (National Natural Science Foundation of China)
- Research on Multi-label Classifcation Methods for Short Text Streams（the Natural Science Foundation of China ）
- Topology Fusion for Fragmented Knowledge （Subproject of the National Key Research and Development Program of China）
- Research on Multi-label Text Stream Classification Methods （the Natural Science Foundation of China ）
- Key Issues on Short Text Stream Classification （China Postdoctoral Science Foundation）