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IISWC
2006
IEEE
13 years 11 months ago
MineBench: A Benchmark Suite for Data Mining Workloads
Abstract— Data mining constitutes an important class of scientific and commercial applications. Recent advances in data extraction techniques have created vast data sets, which ...
Ramanathan Narayanan, Berkin Özisikyilmaz, Jo...
JDM
2002
87views more  JDM 2002»
13 years 5 months ago
Benchmarking Data Mining Algorithms
Balaji Rajagopalan, Ravindra Krovi
KDD
2002
ACM
182views Data Mining» more  KDD 2002»
14 years 6 months ago
On the need for time series data mining benchmarks: a survey and empirical demonstration
In the last decade there has been an explosion of interest in mining time series data. Literally hundreds of papers have introduced new algorithms to index, classify, cluster and s...
Eamonn J. Keogh, Shruti Kasetty
ADMA
2005
Springer
143views Data Mining» more  ADMA 2005»
13 years 11 months ago
A Comprehensive Benchmark of the Artificial Immune Recognition System (AIRS)
: Artificial Immune Systems are a new class of algorithms inspired by how the immune system recognizes, attacks and remembers intruders. This is a fascinating idea, but to be accep...
Lingjun Meng, Peter van der Putten, Haiyang Wang
GFKL
2007
Springer
132views Data Mining» more  GFKL 2007»
13 years 12 months ago
Benchmarking Open-Source Tree Learners in R/RWeka
Michael Schauerhuber, Achim Zeileis, David Meyer, ...