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IDA
2005
Springer
14 years 1 months ago
Condensed Nearest Neighbor Data Domain Description
—A simple yet effective unsupervised classification rule to discriminate between normal and abnormal data is based on accepting test objects whose nearest neighbors’ distances ...
Fabrizio Angiulli
ICDM
2003
IEEE
114views Data Mining» more  ICDM 2003»
14 years 1 months ago
Unsupervised Link Discovery in Multi-relational Data via Rarity Analysis
A significant portion of knowledge discovery and data mining research focuses on finding patterns of interest in data. Once a pattern is found, it can be used to recognize satisfy...
Shou-de Lin, Hans Chalupsky
ICCAD
2000
IEEE
100views Hardware» more  ICCAD 2000»
14 years 18 days ago
Automated Data Dependency Size Estimation with a Partially Fixed Execution Ordering
For data dominated applications, the system level design trajectory should first focus on finding a good data transfer and storage solution. Since no realization details are avail...
Per Gunnar Kjeldsberg, Francky Catthoor, Einar J. ...
ADBIS
1999
Springer
104views Database» more  ADBIS 1999»
14 years 14 days ago
Mining Various Patterns in Sequential Data in an SQL-like Manner
Abstract. One of the most important data mining tasks is discovery of frequently occurring patterns in sequences of events. Many algorithms for finding various patterns in sequenti...
Marek Wojciechowski
ERCIMDL
2008
Springer
101views Education» more  ERCIMDL 2008»
13 years 10 months ago
Semantic Interoperability in Archaeological Datasets: Data Mapping and Extraction Via the CIDOC CRM
Findings from a data mapping and extraction exercise undertaken as part of the STAR project are described and related to recent work in the area. The exercise was undertaken in con...
Ceri Binding, Keith May, Douglas Tudhope