An SVM classifier incorporating simultaneous noise reduction and feature selection: illustrative case examples
- 31 January 2005
- journal article
- Published by Elsevier BV in Pattern Recognition
- Vol. 38 (1), 41-49
- https://doi.org/10.1016/j.patcog.2004.06.002
Abstract
No abstract availableKeywords
This publication has 26 references indexed in Scilit:
- Efficient tuning of SVM hyperparameters using radius/margin bound and iterative algorithmsIEEE Transactions on Neural Networks, 2002
- Information-entropic analysis of chaotic time series: determination of time-delays and dynamical couplingChaos, Solitons, and Fractals, 2002
- A novel method of protein secondary structure prediction with high segment overlap measure: support vector machine approach1 1Edited by B. HollandJournal of Molecular Biology, 2001
- Symbolic Time Series Analysis and Economic RegimesSSRN Electronic Journal, 2001
- Validity of Threshold-Crossing Analysis of Symbolic Dynamics from Chaotic Time SeriesPhysical Review Letters, 2000
- Symbolic Analysis of Chaotic Signals and Turbulent FluctuationsPhysical Review Letters, 1997
- Support-vector networksMachine Learning, 1995
- Symbol sequence statistics in noisy chaotic signal reconstructionPhysical Review E, 1995
- Learning hard concepts through constructive induction: framework and rationaleComputational Intelligence, 1990
- Optimization by Simulated AnnealingScience, 1983