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SIGKDD
2000
237views more  SIGKDD 2000»
15 years 4 months ago
The UCI KDD Archive of Large Data Sets for Data Mining Research and Experimentation
Advances in data collection and storage have allowed organizations to create massive, complex and heterogeneous databases, which have stymied traditional methods of data analysis....
Stephen D. Bay, Dennis F. Kibler, Michael J. Pazza...
CAISE
2009
Springer
15 years 8 months ago
Data-Flow Anti-patterns: Discovering Data-Flow Errors in Workflows
Despite the abundance of analysis techniques to discover control-flow errors in workflow designs, there is hardly any support for w verification. Most techniques simply abstract fr...
Nikola Trcka, Wil M. P. van der Aalst, Natalia Sid...
CORR
2011
Springer
239views Education» more  CORR 2011»
14 years 11 months ago
From Linked Data to Relevant Data -- Time is the Essence
The Semantic Web initiative puts emphasis not primarily on putting data on the Web, but rather on creating links in a way that both humans and machines can explore the Web of data...
Markus Kirchberg, Ryan K. L. Ko, Bu Sung Lee
PAMI
2006
156views more  PAMI 2006»
15 years 4 months ago
Data Fusion and Multicue Data Matching by Diffusion Maps
Data fusion and multicue data matching are fundamental tasks of high-dimensional data analysis. In this paper, we apply the recently introduced diffusion framework to address these...
Stephane Lafon, Yosi Keller, Ronald R. Coifman
BMCBI
2005
120views more  BMCBI 2005»
15 years 4 months ago
Robust detection of periodic time series measured from biological systems
Background: Periodic phenomena are widespread in biology. The problem of finding periodicity in biological time series can be viewed as a multiple hypothesis testing of the spectr...
Miika Ahdesmäki, Harri Lähdesmäki, ...