Kalman particle swarm optimized polynomials for data classification

Data classification is an important area of data mining. Several well known techniques such as decision tree, neural network, etc. are available for this task. In this paper we propose a Kalman particle swarm optimized (KPSO) polynomial equation for classification for several well known data sets. O...

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Veröffentlicht in:	Applied mathematical modelling 2012, Vol.36 (1), p.115-126
Hauptverfasser:	Satapathy, Suresh Chandra, Chittineni, Suresh, Mohan Krishna, S., Murthy, J.V.R., Prasad Reddy, P.V.G.D.
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Computer simulation Convergence Decision trees Group methods of data handling Kalman filter Mathematical analysis Mathematical models Neural networks Particle swarm optimization Polynomial neural network Tasks
Online-Zugang:	Volltext
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