不完整信息的多粒度数据表示及其优化方法研究

61806002
2018
F0605.模式识别与数据挖掘
严远亭
青年科学基金项目
副教授
安徽大学
25万元
层次表示;多粒度计算;商空间;多粒度融合
2019-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 构造性覆盖下不完整数据修正填充方法 期刊论文 严远亭;吴亚亚;赵姝;张燕平
2 LDAS: Local density-based adaptive sampling for imbalanced data classification 期刊论文 Yuanting Yan;Yifei Jiang;Zhong Zheng;Chenjin Yu;Yiwen Zhang;Yanping Zhang
3 Voting Based Constructive Covering Algorithm 会议论文 Ding Zihan;Rao Ruting;Yan Yuanting;Zhang Yanping
4 Incomplete data ensemble classification using imputation-revision framework with local spatial neighborhood information 期刊论文 Yan Yuanting;Wu Yaya;Du Xiuquan;Zhang Yanping
5 EHSO: Evolutionary Hybrid Sampling in overlapping scenarios for imbalanced learning 期刊论文 Zhu Yuanwei;Yan Yuanting;Zhang Yiwen;Zhang Yanping
6 A three-way decision ensemble method for imbalanced data oversampling 期刊论文 Yan Yuan Ting;Wu Zeng Bao;Du Xiu Quan;Chen Jie;Zhao Shu;Zhang Yan Ping
7 构造性覆盖算法的SMOTE过采样方法 期刊论文 严远亭;朱原玮;吴增宝;张以文;张燕平
8 A Parameter-Free Cleaning Method for SMOTE in Imbalanced Classification 期刊论文 Yan Yuanting;Liu Ruiqing;Ding Zihan;Du Xiuquan;Chen Jie;Zhang Yanping
9 Classifying Incomplete Gene-Expression Data: Ensemble Learning with Non-Pre-Imputation Feature Filtering and Best-First Search Technique 期刊论文 Yan Yuanting;Dai Tao;Yang Meili;Du Xiuquan;Zhang Yiwen;Zhang Yanping
10 Robust gravitation based adaptive k-NN graph under class-imbalanced scenarios 期刊论文 Yuanting Yan;Tianxiao Zhou;Zhong Zheng;Hao Ge;Yiwen Zhang;Yanping Zhang
11 邻域感知的不平衡数据集过采样方法 期刊论文 严远亭;戴涛;张以文;赵姝;张燕平
12 Image Retrieval Based on Block Motif Co-Occurrence Matrix 会议论文 Yan Yuanting;Yang Meili;Zhang Shibo;Zhang Yanping
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