270 search results - page 28 / 54 » Use of Ensemble Based on GA for Imbalance Problem |
LREC
2010
13 years 10 months ago
2010
In this paper we evaluate the performance of multilabel classification algorithms on the EUR-Lex database of legal documents of the European Union. On the same set of underlying d...
MCS
2010
Springer
13 years 11 months ago
2010
Springer
Abstract. Although widely used to reduce error rates of difficult pattern recognition problems, multiple classifier systems are not in widespread use in off-line signature verifica...
PPSN
1998
Springer
14 years 1 months ago
1998
Springer
The Building-Block Hypothesis appeals to the notion of problem decomposition and the assembly of solutions from sub-solutions. Accordingly, there have been many varieties of GA tes...
HAIS
2008
Springer
13 years 10 months ago
2008
Springer
The hybrid intelligent system presented here, forecasts the presence or not of oil slicks in a certain area of the open sea after an oil spill using CaseBased Reasoning methodology...
GECCO
2006
Springer
14 years 23 days ago
2006
Springer
This paper introduces XCSF extended with tile coding prediction: each classifier implements a tile coding approximator; the genetic algorithm is used to adapt both classifier cond...