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ICDM
2005
IEEE
179views Data Mining» more  ICDM 2005»
16 years 4 days ago
Bagging with Adaptive Costs
Ensemble methods have proved to be highly effective in improving the performance of base learners under most circumstances. In this paper, we propose a new algorithm that combine...
Yi Zhang, W. Nick Street
HPCC
2005
Springer
16 years 1 days ago
High Performance Subgraph Mining in Molecular Compounds
Structured data represented in the form of graphs arises in several fields of the science and the growing amount of available data makes distributed graph mining techniques partic...
Giuseppe Di Fatta, Michael R. Berthold
EUROGP
2004
Springer
106views Optimization» more  EUROGP 2004»
15 years 12 months ago
The Evolution of Concurrent Control Software Using Genetic Programming
Despite considerable progress in GP over the past 10 years, there are many outstanding challenges that need to be addressed before it will be widely deployed for developing useful ...
John Hart, Martin J. Shepperd
SACRYPT
2004
Springer
105views Cryptology» more  SACRYPT 2004»
15 years 12 months ago
FOX : A New Family of Block Ciphers
In this paper, we describe the design of a new family of block ciphers based on a Lai-Massey scheme, named FOX. The main features of this design, besides a very high security level...
Pascal Junod, Serge Vaudenay
ICDM
2003
IEEE
105views Data Mining» more  ICDM 2003»
15 years 11 months ago
SVM Based Models for Predicting Foreign Currency Exchange Rates
Support vector machine (SVM) has appeared as a powerful tool for forecasting forex market and demonstrated better performance over other methods, e.g., neural network or ARIMA bas...
Joarder Kamruzzaman, Ruhul A. Sarker, Iftekhar Ahm...