成果/Result
- A method for mixed data classification base on RBF-ELM network被引量：28收藏
- 作者：Li, Qiude Xiong, Qingyu Ji, Shengfen Yu, Yang Wu, Chao
- 机构：Chongqing Univ;Chongqing Univ;Guizhou Med Univ;Guizhou Inst Technol
- 来源：NEUROCOMPUTING 2021
- 关键词：Mixed data classification Distance metric Density peaks clustering (DPC) Radial basis function (RBF) Extreme learning machine (ELM)
- Incremental semi-supervised Extreme Learning Machine for Mixed data stream classification被引量：21收藏
- 作者：Li, Qiude Xiong, Qingyu Ji, Shengfen Yu, Yang Wu, Chao
- 机构：Guizhou Med Univ;Chongqing Univ;Chongqing Univ;Guizhou Inst Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2021
- 关键词：Data stream classification Extreme Learning Machine Categorical data representation Incremental learning
- Using fine-tuned conditional probabilities for data transformation of nominal attributes被引量：10收藏
- 作者：Li, Qiude Xiong, Qingyu Ji, Shengfen Wen, Junhao Gao, Min
- 机构：Chongqing Univ;Chongqing Univ;Guizhou Med Univ;Guizhou Inst Technol
- 来源：PATTERN RECOGNITION LETTERS 2019
- 关键词：Conditional probability transformation Fine-tuning algorithm MIC-based feature selection Data transformation Distance measure
- Multi-view heterogeneous fusion and embedding for categorical attributes on mixed data被引量：8收藏
- 作者：Li, Qiude Xiong, Qingyu Ji, Shengfen Gao, Min Yu, Yang
- 机构：Chongqing Univ;Chongqing Univ;Guizhou Med Univ;Guizhou Inst Technol
- 来源：SOFT COMPUTING 2020
- 关键词：Categorical attributes Coupling learning Heterogeneous fusion Metric learning Embedding learning
- A Multi-View Deep Metric Learning approach for Categorical Representation on mixed data被引量：3收藏
- 作者：Li, Qiude Ji, Shengfen Hu, Sigui Yu, Yang Chen, Sen
- 机构：Guizhou Med Univ;Guizhou Inst Technol;Chongqing Univ
- 来源：KNOWLEDGE-BASED SYSTEMS 2023
- 关键词：Representation learning Deep metric learning Multi -view learning Coupling learning Mixed data
- An attribute-wEIghted isometric embedding method for categorical encoding on mixed data被引量：1收藏
- 作者：Liang, Zupeng Ji, Shengfen Li, Qiude Hu, Sigui Yu, Yang
- 机构：Guizhou Med Univ;Guizhou Univ;Guizhou Inst Technol
- 来源：APPLIED INTELLIGENCE 2023
- 关键词：Mixed data isometric embedding attribute wEIghting must-link and cannot-link constraints one dependence value difference metric
- A Categorical Representation of Multi-Feature Fusion for Mixed Attribute Data Clustering被引量：0收藏
- 作者：Liang, Zupeng Li, Qiude Ji, Shengfen Hu, Sigui Yu, Yang
- 机构： School of Biology and Engineering; School of Mathematics and Statistics; School of Foreign Language; School of Economics
- 来源：SSRN 2024
- 关键词：Cluster analysis - Clustering algorithms
