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Lifei Chen
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Publications
- 2022
- [j41]Liying Hu, Xian Chen, Gongde Guo, Lifei Chen:
Nonnegative matrix factorization with combined kernels for small data representation. Expert Syst. Appl. 208: 118155 (2022) - [j39]Xuanhui Yan, Lifei Chen, Gongde Guo:
Kernel-based data transformation model for nonlinear classification of symbolic data. Soft Comput. 26(3): 1249-1259 (2022) - 2020
- [j34]Tian-Jian Luo, Yachao Fan, Lifei Chen, Gongde Guo, Changle Zhou:
EEG Signal Reconstruction Using a Generative Adversarial Network With Wasserstein Distance and Temporal-Spatial-Frequency Loss. Frontiers Neuroinformatics 14: 15 (2020) - [j32]Jianfei Zhang, Lifei Chen, Yanfang Ye, Gongde Guo, Rongbo Chen, Alain Vanasse, Shengrui Wang:
Survival neural networks for time-to-event prediction in longitudinal study. Knowl. Inf. Syst. 62(9): 3727-3751 (2020) - 2019
- [j31]Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Gongde Guo, Alain Vanasse:
Feature-weighted survival learning machine for COPD failure prediction. Artif. Intell. Medicine 96: 68-79 (2019) - [c32]Jianfei Zhang, Shengrui Wang, Lifei Chen, Gongde Guo, Rongbo Chen, Alain Vanasse:
Time-Dependent Survival Neural Network for Remaining Useful Life Prediction. PAKDD (1) 2019: 441-452 - 2018
- [j26]Xuanhui Yan, Lifei Chen, Gongde Guo:
Center-based clustering of categorical data using kernel smoothing methods. Frontiers Comput. Sci. 12(5): 1032-1034 (2018) - 2017
- [j21]Gongde Guo, Lifei Chen, Yanfang Ye, Qingshan Jiang:
Cluster Validation Method for Determining the Number of Clusters in Categorical Sequences. IEEE Trans. Neural Networks Learn. Syst. 28(12): 2936-2948 (2017) - [c27]Liping Chen, Gongde Guo, Lifei Chen:
Smooth Representation Clustering Based on Kernelized Random Walks. APWeb/WAIM Workshops 2017: 3-10 - 2016
- [j14]Lifei Chen, Yanfang Ye, Gongde Guo, Jianping Zhu:
Kernel-based linear classification on categorical data. Soft Comput. 20(8): 2981-2993 (2016) - 2015
- [j12]Lifei Chen, Gongde Guo:
Nearest neighbor classification of categorical data by attributes weighting. Expert Syst. Appl. 42(6): 3142-3149 (2015) - [j11]Hao Zhang, Lifei Chen, Gongde Guo:
规范化相似度的符号序列层次聚类 (Hierarchical Clustering of Categorical Sequences by Similarity Normalization). 计算机科学 42(5): 114-118 (2015) - 2014
- [c16]Lifei Chen, Gongde Guo, Shengrui Wang, Xiangzeng Kong:
Kernel learning method for distance-based classification of categorical data. UKCI 2014: 1-7 - [c15]Lifei Chen, Gongde Guo:
Centroid-Based Classification of Categorical Data. WAIM 2014: 472-475 - 2013
- [j9]Jianfei Zhang, Lifei Chen, Gongde Guo:
Projected-prototype based classifier for text categorization. Knowl. Based Syst. 49: 179-189 (2013) - [j8]Nan Li, Gongde Guo, Lifei Chen, Si Chen:
Optimal subspace classification method for complex data. Int. J. Mach. Learn. Cybern. 4(2): 163-171 (2013) - 2012
- [j7]Gongde Guo, Si Chen, Lifei Chen:
Soft subspace clustering with an improved feature weight self-adjustment mechanism. Int. J. Mach. Learn. Cybern. 3(1): 39-49 (2012) - [c12]Lifei Chen, Gongde Guo, Shengrui Wang:
Nearest Neighbor Classification by Partially Fuzzy Clustering. AINA Workshops 2012: 789-794 - 2011
- [j4]Lifei Chen, Gongde Guo, Kaijun Wang:
Class-dependent projection based method for text categorization. Pattern Recognit. Lett. 32(10): 1493-1501 (2011) - 2010
- [c9]Si Chen, Gongde Guo, Lifei Chen:
A New Over-Sampling Method Based on Cluster Ensembles. AINA Workshops 2010: 599-604 - [c8]Lifei Chen, Gongde Guo:
Using class-dependent projection for text categorization. ICMLC 2010: 1305-1310 - 2009
- [c7]Si Chen, Gongde Guo, Lifei Chen:
Semi-supervised Classification Based on Clustering Ensembles. AICI 2009: 629-638
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