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» A framework for visual data mining of structures
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125
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GRC
2005
IEEE
15 years 6 months ago
Temporal granular logic for temporal data mining
— In this article, a formalism for a specific temporal data mining task (the discovery of rules, inferred from databases of events having a temporal dimension), is defined. The...
Paul Cotofrei, Kilian Stoffel
91
Voted
KDD
2007
ACM
155views Data Mining» more  KDD 2007»
16 years 1 months ago
A framework for community identification in dynamic social networks
We propose frameworks and algorithms for identifying communities in social networks that change over time. Communities are intuitively characterized as "unusually densely kni...
Chayant Tantipathananandh, Tanya Y. Berger-Wolf, D...
218
Voted
ICDE
2008
IEEE
195views Database» more  ICDE 2008»
16 years 1 months ago
LOCUST: An Online Analytical Processing Framework for High Dimensional Classification of Data Streams
Abstract-- In recent years, data streams have become ubiquitous because of advances in hardware and software technology. The ability to adapt conventional mining problems to data s...
Charu C. Aggarwal, Philip S. Yu
97
Voted
VIS
2009
IEEE
150views Visualization» more  VIS 2009»
16 years 1 months ago
VisMashup: Streamlining the Creation of Custom Visualization Applications
Visualization is essential for understanding the increasing volumes of digital data. However, the process required to create insightful visualizations is involved and time consumin...
Emanuele Santos, Lauro Lins, James P. Ahrens, J...
114
Voted
JIIS
2002
119views more  JIIS 2002»
15 years 7 days ago
Spatio-Temporal Data Mining for Typhoon Image Collection
Our research aims at discovering useful knowledge from the large collection of satellite images of typhoons using data mining approaches. We first introduce the creation of the typ...
Asanobu Kitamoto