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ECML
2007
Springer
16 years 1 months ago
On Minimizing the Position Error in Label Ranking
Conventional classification learning allows a classifier to make a one shot decision in order to identify the correct label. However, in many practical applications, the problem ...
Eyke Hüllermeier, Johannes Fürnkranz
GECCO
2007
Springer
210views Optimization» more  GECCO 2007»
16 years 1 months ago
Mining breast cancer data with XCS
In this paper, we describe the use of a modern learning classifier system to a data mining task. In particular, in collaboration with a medical specialist, we apply XCS to a prima...
Faten Kharbat, Larry Bull, Mohammed Odeh
ICB
2007
Springer
185views Biometrics» more  ICB 2007»
16 years 1 months ago
Biometric Hashing Based on Genetic Selection and Its Application to On-Line Signatures
We present a general biometric hash generation scheme based on vector quantization of multiple feature subsets selected with genetic optimization. The quantization of subsets overc...
Manuel R. Freire, Julian Fiérrez-Aguilar, J...
IPCCC
2006
IEEE
16 years 26 days ago
Towards a framework for worm-defense evaluation
Computer worms are a serious problem. Much research has been done to detect and contain worms. One major deficiency in most research is that the claims are supported by theoretic...
Senthilkumar G. Cheetancheri, Denys L. Ma, Karl N....
ISCAS
2005
IEEE
131views Hardware» more  ISCAS 2005»
16 years 13 days ago
Blind signal separation into groups of dependent signals using joint block diagonalization
— Multidimensional or group independent component analysis describes the task of transforming a multivariate observed sensor signal such that groups of the transformed signal com...
Fabian J. Theis