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» Data Quality in HL7 Messages - A Real Case Analysis
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ARC
2010
Springer
144views Hardware» more  ARC 2010»
14 years 26 days ago
QUAD - A Memory Access Pattern Analyser
In this paper, we present the Quantitative Usage Analysis of Data (QUAD) tool, a sophisticated memory access tracing tool that provides a comprehensive quantitative analysis of mem...
S. Arash Ostadzadeh, Roel Meeuws, Carlo Galuzzi, K...
SIGMOD
2010
ACM
217views Database» more  SIGMOD 2010»
13 years 11 months ago
Mining knowledge from databases: an information network analysis approach
Most people consider a database is merely a data repository that supports data storage and retrieval. Actually, a database contains rich, inter-related, multi-typed data and infor...
Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu
KDD
2007
ACM
182views Data Mining» more  KDD 2007»
14 years 6 months ago
Cleaning disguised missing data: a heuristic approach
In some applications such as filling in a customer information form on the web, some missing values may not be explicitly represented as such, but instead appear as potentially va...
Ming Hua, Jian Pei
SIGMOD
2004
ACM
140views Database» more  SIGMOD 2004»
14 years 6 months ago
Incremental and Effective Data Summarization for Dynamic Hierarchical Clustering
Mining informative patterns from very large, dynamically changing databases poses numerous interesting challenges. Data summarizations (e.g., data bubbles) have been proposed to c...
Corrine Cheng, Jörg Sander, Samer Nassar
KDD
2007
ACM
124views Data Mining» more  KDD 2007»
14 years 5 days ago
Hierarchical mixture models: a probabilistic analysis
Mixture models form one of the most widely used classes of generative models for describing structured and clustered data. In this paper we develop a new approach for the analysis...
Mark Sandler