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SIGIR
2006
ACM
15 years 10 months ago
On-line spam filter fusion
We show that a set of independently developed spam filters may be combined in simple ways to provide substantially better filtering than any of the individual filters. The resu...
Thomas R. Lynam, Gordon V. Cormack, David R. Cheri...
ICMCS
2006
IEEE
173views Multimedia» more  ICMCS 2006»
15 years 10 months ago
Applying Supervised Classifiers Based on Non-negative Matrix Factorization to Musical Instrument Classification
In this paper, a new approach for automatic audio classification using non-negative matrix factorization (NMF) is presented. Training is performed onto each audio class individua...
Emmanouil Benetos, Margarita Kotti, Constantine Ko...
ICTAC
2009
Springer
15 years 2 months ago
Integration Testing from Structured First-Order Specifications via Deduction Modulo
Testing from first-order specifications has mainly been studied for flat specifications, that are specifications of a single software module. However, the specifications of large s...
Delphine Longuet, Marc Aiguier
184
Voted
JMLR
2010
117views more  JMLR 2010»
14 years 11 months ago
Exploiting the High Predictive Power of Multi-class Subgroups
Subgroup discovery aims at finding subsets of a population whose class distribution is significantly different from the overall distribution. A number of multi-class subgroup disc...
Tarek Abudawood, Peter A. Flach
JSAI
2001
Springer
15 years 9 months ago
Basket Analysis on Meningitis Data
Basket Analysis is the most representative approach in recent study of data mining. However, it cannot be directly applied to the data including numeric data. In this paper, we cl...
Takayuki Ikeda, Takashi Washio, Hiroshi Motoda