Mining Imperfect Data: Dealing with Contamination and Incomplete Records

The problem of disguised missing data

ACM SIGKDD Explorations Newsletter

Editorial: Special issue on mining low-quality data

Knowledge and Information Systems - Special Issue on Mining Low-Quality Data

Cleaning disguised missing data: a heuristic approach

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

Document Clustering by Semantic Smoothing and Dynamic Growing Cell Structure (DynGCS) for Biomedical Literature

DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery

NIIA: Nonparametric Iterative Imputation Algorithm

PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence

A cost-sensitive technique for positive-example learning supporting content-based product recommendations in B-to-C e-commerce

Decision Support Systems

Information enhancement for data mining

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Estimating Semi-Parametric Missing Values with Iterative Imputation

International Journal of Data Warehousing and Mining