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» Indexing and Mining Audiovisual Data
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SIGMOD
2000
ACM
173views Database» more  SIGMOD 2000»
14 years 5 days ago
Efficient Algorithms for Mining Outliers from Large Data Sets
In this paper, we propose a novel formulation for distance-based outliers that is based on the distance of a point from its kth nearest neighbor. We rank each point on the basis o...
Sridhar Ramaswamy, Rajeev Rastogi, Kyuseok Shim
VLDB
2004
ACM
143views Database» more  VLDB 2004»
14 years 1 months ago
GPX: Interactive Mining of Gene Expression Data
Discovering co-expressed genes and coherent expression patterns in gene expression data is an important data analysis task in bioinformatics research and biomedical applications. ...
Daxin Jiang, Jian Pei, Aidong Zhang
PARCO
1997
13 years 10 months ago
Parallel Database Techniques in Decision Support and Data Mining
During the last decade, all commercial database systems have included features for parallel processing into their products. This development has been driven by the fact that datab...
Andreas Reuter
IPPS
2010
IEEE
13 years 6 months ago
Improving MapReduce performance through data placement in heterogeneous Hadoop clusters
MapReduce has become an important distributed processing model for large-scale data-intensive applications like data mining and web indexing. Hadoop
Jiong Xie, Shu Yin, Xiaojun Ruan, Zhiyang Ding, Yu...
SISAP
2009
IEEE
122views Data Mining» more  SISAP 2009»
14 years 3 months ago
Dynamic Spatial Approximation Trees for Massive Data
—Metric space searching is an emerging technique to address the problem of efficient similarity searching in many applications, including multimedia databases and other reposito...
Gonzalo Navarro, Nora Reyes