Feature Selection using PSO-SVM
by CJ Tu - Cited by 6
http://www.iaeng.org/IJCS/issues_v33/issue_1/IJCS_33_1_18.pdf
Chaotic Binary Particle Swarm Optimization for Feature
Selection ...
by LY Chuang - 2008 - Related articles
http://www.iaeng.org/publication/IMECS2008/IMECS2008_pp131-136.pdf
LNCS 3314
- Feature Selection with Particle Swarms
Feature Selection with PSO. 3.1. Feature Selection for Neural Network. Neural network offers an attractive framework for the design of trainable pat- ...
http://www.springerlink.com/index/6DK1PYYRM1D2PBMX.pdf
Building
Fine Bayesian Networks Aided by PSO-Based
Feature Selection
(PSO)-based approach to feature selection for filtering the irrelevant ... Optimization (PSO)-based algorithm to feature selection can be used as a starting ...
http://www.springerlink.com/index/M784365N475583U3.pdf
Swarmed Feature Selection
PSO is an algorithm that was inspired by social behavior .... performance of these feature selection approaches will be compared with a GA-based feature ...
http://ieeexplore.ieee.org/iel5/9674/30558/01409684.pdf?tp=&isnumber=&arnumber=1409684
AN INTEGRATED PSO FOR PARAMETER DETERMINATION AND
FEATURE ...
hybrid PSO-SVR model with feature selection better than the PSO-SVR model. ... selection is superior to the PSO-SVR model without feature selection. ...
http://ieeexplore.ieee.org/iel5/5197447/5212451/05212569.pdf?arnumber=5212569
A
Comparison of PSO and GA Approaches for Gene
Selection and ...
by J GarcĂa-Nieto - 2007 - Cited by 2
http://www.cs.york.ac.uk/rts/docs/GECCO_2007/docs/p427.pdf
Variable Selection for Wind Power Prediction using
Particle Swarm ...
by R Jursa - 2007 - Cited by 3
http://www.cs.york.ac.uk/rts/docs/GECCO_2007/docs/p2059.pdf
Feature Selection based on Rough Sets and Particle Swarm
Optimization
by X Wang - 2007 - Cited by 70
http://cadair.aber.ac.uk/dspace/bitstream/2160/382/1/FS-PSO.pdf
Rough Set-based Feature Selection: A Review
by R Jensen - 2007 - Cited by 6
http://cadair.aber.ac.uk/dspace/bitstream/2160/490/3/JensenShen.pdf
PSO with Control of Velocity Change for
Feature Selection
by SA Subbotin - Related articles
http://opengmdh.org/raw-attachment/wiki/ICIM08-19/PSO with Control of Velocity Change for Feature Selection.pdf
Non-Neighboring
Rectangular Feature Selection using Particle Swarm
...
by A Hidaka - Cited by 1
http://figment.cse.usf.edu/~sfefilat/data/papers/ThAT8.37.pdf
Differential
Evolution based Feature Subset
Selection
by RN Khushaba - Cited by 3
http://figment.cse.usf.edu/~sfefilat/data/papers/ThBCT8.14.pdf
Swarm-Based
Feature Selection for Handwriting
Identification
investigate the effect of the feature selection and the feature weight in the handwriting identification problem. The PSO (Kennedy and Eberhart, 1995) has ...
http://www.scipub.org/fulltext/jcs/jcs6180-86.pdf
Swarm
Negative Selection Algorithm for
Electroencephalogram ...
SNS classification model use negative selection and PSO algorithms to form a set of memory .... signals was performed in two stages: Feature extraction ...
http://www.scipub.org/fulltext/jcs/jcs512998-1005.pdf
Text
Feature Selection using Particle Swarm
Optimization Algorithm
by BM Zahran - 2009 - Related articles
http://idosi.org/wasj/wasj7(c&it)/10.pdf
Two Step Swarm Intelligence to Solve the Feature
Selection Problem
The Two-step PSO to feature selection problem (TS-PSO-RST-FS) algorithm is define in the following form. The parameters that establish the differences ...
http://www.jucs.org/jucs_14_15/two_step_swarm_intelligence/jucs_14_15_2582_2596_gomez.pdf
A Real-time Intrusion Detection System Based on
PSO-SVM
by J Wang - 2009 - Related articles
http://www.academypublisher.com/proc/iwisa09/papers/iwisa09p319.pdf
Comparative Analysis of Genetic Algorithm & Particle Swarm
...
by J Anitha - 2009 - Related articles
http://www.academypublisher.com/ijrte/vol02/no03/ijrte0203143145.pdf
An approach to
feature selection for keystroke dynamics systems
...
by GL Azevedo - Cited by 1
http://www.cin.ufpe.br/~gdcc/papers/2007_CEC.pdf
Feature selection with acquisition cost for optimizing
sensor ...
by K Iswandy - 2006 - Cited by 6
http://www.adv-radio-sci.net/4/135/2006/ars-4-135-2006.pdf
Feature
Selection and Intrusion Detection using Hybrid Flexible
...
by Y Chen - Cited by 23
http://www.softcomputing.net/issn05.pdf
Contents
3.5 Crisp Ant-based Feature Selection Evaluation . ..... 6.6 The PSO-based End-Member Selection (PSO-EMS) Algorithm . . . . . . . . . 141 ...
http://www.softcomputing.net/sidm-book-toc.pdf
Particle Swarm Optimization (PSO) as a tool in
feature level ...
We have also shown that use of PSO for feature selection will reduce a dimension of feature space around 52% by keeping same level of performance. ...
http://www.lri.fr/~gouypaic/apprenteo/Dorizzi_Biometrics2_2009.pdf
PERFORMANCE
EVALUATION OF SVM KERNELS USING HYBRID PSO-SVM
by S Sivakumari - Related articles
http://www.icgst.com/aiml/Volume9/Issue1/P1120847488.pdf
An Intelligent System for Classification of the Communication
...
by AEZ Shermeh - 2008 - Related articles
http://www.informatica.si/PDF/32-2/15_Shermeh-An Intelligent System for Classification of...pdf
Feature Selection for Microarray Data Using Least Squares
SVM and ...
by EK Tang - 2005 - Cited by 7
http://www.cs.bham.ac.uk/~xin/papers/TangSuganthanYaoCIBCB05.pdf
Swarm Based
Features Selection for Text Summarization
by MS Binwahlan - 2009 - Cited by 2
http://paper.ijcsns.org/07_book/200901/20090125.pdf
Evolutionary
Approach for Network Anomaly Detection Using ...
Figure 3. Feature Selection using PSO. The adaptive functional values were data based on the particle features representing the feature dimension; this ...
http://paper.ijcsns.org/07_book/200901/20090142.pdf
FEATURE SELECTION FOR THE FUZZY ARTMAP NEURAL
NETWORK USING A ...
by WC Tang - 2007search, Particle Swarm Optimisation (PSO) and genetic algorithm (GA) are applied to feature selection. To handle irregular and complex search spaces, ...
http://eprints.usm.my/8145/1/FEATURE_SELECTION_FOR_THE_FUZZY_ARTMAP_NEURAL_NETWORK_USING_A_HYBRID_GENETIC_ALGORITHM_AND_TABU_SEARCH.pdf
Feature
Selection and Intrusion Detection Using Hybrid Flexible
...
by Y Chen - Cited by 23
http://cilab.ujn.edu.cn/paper/Isnn2005.pdf
Performance Improved PSO based Modified Counter
Propagation Neural ...
by DJ Hemanth - 2010Performance improved PSO based Modified. 7.2 Feature selection results. All the features extracted from the input images does not account for high accuracy. ...
http://www.i-csrs.org/Volumes/ijasca/vol.2/vol.2.1.5.March.10.pdf
Features Selection Using
Rough-PSO in Anomaly Intrusion Detection
by A Zainal - Cited by 4
http://gmm.fsksm.utm.my/~mariyam/PUBLISHED_PAPERS_DRCTM/YEAR_2007/FS_roughPSO_ICCSA.pdf
Particle
Swarms for Feature Extraction of Hyperspectral
Data
3.1 Binary PSO. To perform feature selection, the PSO concept needs to be extended in order to deal with binary data[8]. In the binary ...
http://ietisy.oxfordjournals.org/cgi/reprint/E90-D/7/1038.pdf
AlvsPK Challenge: FACT SHEET
quantitative advantages (e.g. compact feature subset, simplicity, computational advantages). The PSO algorithm for model selection provides competitive ...
http://clopinet.com/isabelle/Projects/agnostic/results/EscalanteFactSheet.pdf
Effective
hybrid PSO and K-means clustering algorithm for
gene ...
networks aided by PSO-based feature selection. Li et al. (2008) performed gene selection using hybrid PSO and genetic algorithm. Chen et al. ...
http://inderscience.metapress.com/index/B76502U558676606.pdf
A
stochastic nature inspired metaheuristic for clustering analysis
...
in Table 2) while in the second one a PSO in both phases (feature selection phase and clustering phase) algorithm is used (columns 6 and 7 of the first ...
http://inderscience.metapress.com/index/92157G5766349792.pdf
Particle Swarm Model Selection
by HJ Escalante - 2009 - Cited by 14
http://jmlr.csail.mit.edu/papers/volume10/escalante09a/escalante09a.pdf
PSO-ANN Approach for Transient Stability
Constrained Economic ...
by A Hoballah - Related articles
http://www.uni-due.de/ean/downloads/papers/hoballah2009.pdf
Face
Recognition Using Particle Swarm Optimization-Based Selected
...
by RM Ramadan - Cited by 1
http://www.sersc.org/journals/IJSIP/vol2_no2/6.pdf
A Novel Discrete Particle Swarm Optimization Algorithm for ...
by H Yu - Cited by 1
ftp://ftp.computer.org/press/outgoing/proceedings/csse08/data/3336b057.pdf
Rotation
Invariant Face Recognition Based on Hybrid LPT/DCT Features
by RF Abdel-Kader - 2008 - Related articles
http://www.waset.org/journals/ijcsse/v3/v3-3-30.pdf
A
PSO-based End-Member Selection
Method for Spectral Unmixing of ...
by MGH Omran - Cited by 3
http://www.waset.org/journals/ijci/v2/v2-2-20.pdf
Optimal
Sample Size Selection for Torusity Estimation
Using a PSO ...
by S Kunnapapdeelert - 2007 - Cited by 1
http://www.tijsat.tu.ac.th/issues/2007/no2/2007_V12_No2_6.PDF
BX 738LB032
015125 Volume 8 Issue 4 ELSEVIER September 2008 ...
A distributed PSO-SVM hybrid system with feature selection and parameter optimization. C.-L. Huang and J.-F. Dun (Taiwan) l3gl ...
http://nstl1.nstl.gov.cn/pages/2008/82/05/8(4).pdf
Particle Swarm
Optimization and Neural Network Application for QSAR
by Z Wang - Cited by 21
http://www.hicomb.org/papers/HICOMB2004-13.pdf
Hybrid
particle swarm optimization and tabu search approach for ...
by Q Shen - 2008 - Cited by 7
http://www.eisti.fr/~vg/These/Papiers/Bibli2/Shen07.pdf
connections
2004_1.qxd
by Y Shi - Cited by 1145
http://www.computelligence.org/download/pso.pdf
Recent
advances in particle swarm - Evolutionary Computation, 2004 ...
by X Hu - Cited by 117
http://www.swarmintelligence.org/papers/CEC2004Recent.pdf
Developing SVM
Classifier for GPI-(Like)-Anchored Proteins Prediction
by W Cao - Related articles
http://www.jsbi.org/journal/GIW06/GIW06P097.pdf
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