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» YALE: rapid prototyping for complex data mining tasks
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KDD
2003
ACM
130views Data Mining» more  KDD 2003»
14 years 5 months ago
Towards systematic design of distance functions for data mining applications
Distance function computation is a key subtask in many data mining algorithms and applications. The most effective form of the distance function can only be expressed in the conte...
Charu C. Aggarwal
BMCBI
2008
142views more  BMCBI 2008»
13 years 5 months ago
Microarray data mining: A novel optimization-based approach to uncover biologically coherent structures
Background: DNA microarray technology allows for the measurement of genome-wide expression patterns. Within the resultant mass of data lies the problem of analyzing and presenting...
Meng Piao Tan, Erin N. Smith, James R. Broach, Chr...
ICDE
2011
IEEE
235views Database» more  ICDE 2011»
12 years 9 months ago
Fast data analytics with FPGAs
—The rapidly increasing amount of data available for real-time analysis (i.e., so-called operational business intelligence) is creating an interesting opportunity for creative ap...
Louis Woods, Gustavo Alonso
ICDE
2007
IEEE
106views Database» more  ICDE 2007»
13 years 11 months ago
Mining Trajectory Databases via a Suite of Distance Operators
With the rapid progress of mobile devices and positioning technologies, Trajectory Databases (TD) have been in the core of database research during the last decade. Analysis and k...
Nikos Pelekis, Ioannis Kopanakis, Irene Ntoutsi, G...
BMCBI
2008
92views more  BMCBI 2008»
13 years 5 months ago
OpenMS - An open-source software framework for mass spectrometry
Background: Mass spectrometry is an essential analytical technique for high-throughput analysis in proteomics and metabolomics. The development of new separation techniques, preci...
Marc Sturm, Andreas Bertsch, Clemens Gröpl, A...