Hipp J,Güntzer U,Grimmer U.Data Quality Mining-Making a Virtue of Necessity // Proc of the 6th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery.Santa Barbara,USA,2001: 52-57
[2]
Ciszak L.Application of Clustering and Association Methods in Data Cleaning // Proc of the International Multiconference on Computer Science and Information Technology.Wisla,Poland,2008: 97-103
[3]
Liu Bo,Pan Jiuhui.Study of Abnormal Data Detecting Method Using Attribute Correlation Analysis.System Engineering and Electronics,2011,33(1): 63-68 (in Chinese)(刘 波,潘久辉.采用属性相关分析的异常数据检测方法研究,系统工程与电子技术,2011,33(1): 63-68)
[4]
Hu Yanli,Zhang Weiming,Xiao Weidong,et al.Functional Dependencies with Built-in Predicates and Its Axiomatization.Journal of National University of Defense Technology,2009,31(5): 58-63 (in Chinese)(胡艳丽,张维明,肖卫东,等.内置谓词函数依赖及其推理规则.国防大学学报,2009,31(5): 58-63)
[5]
Fan W F,Geerts F,Jia X B,et al.Conditional Functional Dependencies for Capturing Data Inconsistencies.ACM Trans on Database Systems,2008,33(2): 1-48
[6]
Hu Yanli,Zhang Weiming,Luo Xuhui,et al.Dependencies Theory and Its Application for Repairing Inconsistent Data.Computer Science,2009,36(10): 11-15 (in Chinese)(胡艳丽,张维明,罗旭辉,等.基于数据依赖的数据修复研究进展,计算机科学,2009,36(10): 11-15)
[7]
Huhtala Y,Krkkinen J,Porkka P,et al.TANE: An Efficient Algorithm for Discovering Functional and Approximate Dependencies.Computer Journal,1999,42(2): 100-111
[8]
Wyss C,Giannella C,Robertson E.FastFDs: A Heuristic-Driven,Depth-First Algorithm for Mining Functional Dependencies from Relation Instances-Extended for Abstract // Proc of the 3rd International Conference on Data Warehousing and Knowledge Discovery.Munich,Germany,2001: 101-110
[9]
Chiang F,Miller R J.Discovering Data Quality Rules // Proc of the VLDB Endowment.Auckland,New Zealand,2008,I: 1166-1177
[10]
Fan W F,Geerts F,Li J Z,et al.Discovering Conditional Functional Dependencies.IEEE Trans on Knowledge and Data Engineering,2011,23(5): 683-698
[11]
Medina R,Nourine L.A Unified Hierarchy for Functional Dependencies,Conditional Functional Dependencies and Association Rules // Proc of the 7th International Conference on Formal Concept Analysis.Darmstadt,Germany,2009: 98-113
[12]
Beskales G,Ilyas I F,Golab L.Sampling the Repairs of Functional Dependency Violations under Hard Constraints // Proc of the VLDB Endowment.Singapore,Singapore,2010,III: 197-207