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» Compressing Pattern Databases
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129
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ER
2011
Springer
260views Database» more  ER 2011»
14 years 8 days ago
Service Variability Patterns
Service-oriented computing (SOC) increases flexibility of IT systems and helps enterprises to meet their changing needs. Different methods address changing requirements in service...
Ateeq Khan, Christian Kästner, Veit Köpp...
117
Voted
KDD
2002
ACM
189views Data Mining» more  KDD 2002»
16 years 28 days ago
Sequential PAttern mining using a bitmap representation
We introduce a new algorithm for mining sequential patterns. Our algorithm is especially efficient when the sequential patterns in the database are very long. We introduce a novel...
Jay Ayres, Jason Flannick, Johannes Gehrke, Tomi Y...
105
Voted
DASFAA
2005
IEEE
137views Database» more  DASFAA 2005»
15 years 6 months ago
A General Approach to Mining Quality Pattern-Based Clusters from Microarray Data
Abstract. Pattern-based clustering has broad applications in microarray data analysis, customer segmentation, e-business data analysis, etc. However, pattern-based clustering often...
Daxin Jiang, Jian Pei, Aidong Zhang
111
Voted
DEXAW
2004
IEEE
181views Database» more  DEXAW 2004»
15 years 4 months ago
Algebraic Optimization of Data Delivery Patterns in Mobile Sensor Networks
Database-like query processing over a network of sensors has become an attractive paradigm for building sensor applications. A sensor query is characterized by data streams among ...
Vladimir Zadorozhny, Panos K. Chrysanthis, Alexand...
CIKM
2008
Springer
15 years 2 months ago
Efficient frequent pattern mining over data streams
This paper proposes a prefix-tree structure, called CPS-tree (Compact Pattern Stream tree) that efficiently discovers the exact set of recent frequent patterns from high-speed dat...
Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed,...