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AMDO: An Over-Sampling Technique for Multi-Class Imbalanced Problems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 卷号: 30, 期号: 9, 页码: 1672-1685
作者:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
Adobe PDF(627Kb)  |  收藏  |  浏览/下载：470/129  |  提交时间：2018/04/03
Multi-class Imbalanced Problems  Over-sampling  Mdo  Mixed-type Data  
Associated Activation-Driven Enrichment: Understanding Implicit Information from a Cognitive Perspective 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 卷号: 29, 期号: 12, 页码: 2655-2668
作者:  Bai, Jie;  Li, Linjing;  Zeng, Daniel;  Li, Qiudan
Adobe PDF(3183Kb)  |  收藏  |  浏览/下载：423/88  |  提交时间：2018/01/04
Text Analysis  Knowledge Representation  Cognitive Simulation  Association Rules  
Information-Theoretic Outlier Detection for Large-Scale Categorical Data 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2013, 卷号: 25, 期号: 3, 页码: 589-602
作者:  Wu, Shu;  Wang, Shengrui
Adobe PDF(1401Kb)  |  收藏  |  浏览/下载：409/220  |  提交时间：2016/03/30
Outlier Detection  Holoentropy  Total Correlation  Outlier Factor  Attribute Weighting  Greedy Algorithms  
Domain-Sensitive Recommendation with User-Item Subgroup Analysis 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 4, 页码: 939-950
作者:  Liu, Jing;  Jiang, Yu;  Li, Zechao;  Zhang, Xi;  Lu, Hanqing
Adobe PDF(927Kb)  |  收藏  |  浏览/下载：479/136  |  提交时间：2016/03/30
Recommender System  Matrix Factorization  User-item Subgroup  Collaborative Filtering  
Unsupervised Ranking of Multi-Attribute Objects Based on Principal Curves 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2015, 卷号: 27, 期号: 12, 页码: 3404-3416
作者:  Li, Chun-Guo;  Mei, Xing;  Hu, Bao-Gang
Adobe PDF(962Kb)  |  收藏  |  浏览/下载：290/66  |  提交时间：2016/01/18
Unsupervised Ranking  Multi-attribute  Meta-rules  Data Skeleton  Principal Curves  Bezier Curves  
Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 9, 页码: 2138-2150
作者:  Li, Zechao;  Liu, Jing;  Yang, Yi;  Zhou, Xiaofang;  Lu, Hanqing
Adobe PDF(2323Kb)  |  收藏  |  浏览/下载：787/348  |  提交时间：2015/08/12
Feature Selection  Nonnegative Spectral Clustering  Latent Structure  Row-sparsity