-
1
-
-
63149139219
-
Gene selection in cancer classification using PSO/SVMand GA/SVMhybrid algorithms
-
Alba, E., Garcia-Nieto, J., Jourdan, L., Talbi, E.G.: Gene selection in cancer classification using PSO/SVMand GA/SVMhybrid algorithms. In: IEEE Congress on Evolutionary Computation (CEC 2007), pp. 284–290 (2007)
-
(2007)
IEEE Congress on Evolutionary Computation (CEC 2007)
, pp. 284-290
-
-
Alba, E.1
Garcia-Nieto, J.2
Jourdan, L.3
Talbi, E.G.4
-
2
-
-
84859072573
-
Optimal feature selection based on image preprocessing using accelerated binary particle swarm optimization for enhanced face recognition
-
Aneesh, M., Masand, A.A., Manikantan, K.: Optimal feature selection based on image preprocessing using accelerated binary particle swarm optimization for enhanced face recognition. Procedia Engineering 30(5), 750–758 (2012)
-
(2012)
Procedia Engineering
, vol.30
, Issue.5
, pp. 750-758
-
-
Aneesh, M.1
Masand, A.A.2
Manikantan, K.3
-
3
-
-
70449106536
-
An approach to feature selection for keystroke dynamics systems based on PSO and feature weighting
-
Azevedo, G., Cavalcanti, G., Filho, E.: An approach to feature selection for keystroke dynamics systems based on PSO and feature weighting. In: IEEE Congress on Evolutionary Computation (CEC 2007), pp. 3577–3584 (2007)
-
(2007)
IEEE Congress on Evolutionary Computation (CEC 2007)
, pp. 3577-3584
-
-
Azevedo, G.1
Cavalcanti, G.2
Filho, E.3
-
4
-
-
84881571608
-
Binary particle swarm optimisation and rough set theory for dimension reduction in classification
-
Cervante, L., Xue, B., Shang, L., Zhang, M.: Binary particle swarm optimisation and rough set theory for dimension reduction in classification. In: IEEE Congress on Evolutionary Computation, pp. 2428–2435 (2013)
-
(2013)
IEEE Congress on Evolutionary Computation
, pp. 2428-2435
-
-
Cervante, L.1
Xue, B.2
Shang, L.3
Zhang, M.4
-
5
-
-
84875116101
-
A multi-objective feature selection approach based on binary pso and rough set theory
-
In: Middendorf, M., Blum, C. (eds.), Springer, Heidelberg
-
Cervante, L., Xue, B., Shang, L., Zhang, M.: A multi-objective feature selection approach based on binary pso and rough set theory. In: Middendorf, M., Blum, C. (eds.) EvoCOP 2013. LNCS, vol. 7832, pp. 25–36. Springer, Heidelberg (2013)
-
(2013)
EvoCOP 2013. LNCS
, vol.7832
, pp. 25-36
-
-
Cervante, L.1
Xue, B.2
Shang, L.3
Zhang, M.4
-
6
-
-
84866876345
-
Binary particle swarm optimisation for feature selection: A filter based approach
-
Cervante, L., Xue, B., Zhang, M., Shang, L.: Binary particle swarm optimisation for feature selection: A filter based approach. In: IEEE Congress on Evolutionary Computation (CEC 2012), pp. 881–888 (2012)
-
(2012)
IEEE Congress on Evolutionary Computation (CEC 2012)
, pp. 881-888
-
-
Cervante, L.1
Xue, B.2
Zhang, M.3
Shang, L.4
-
8
-
-
84893629718
-
Fuzzy consistency measure with particle swarm optimization for feature selection
-
Chakraborty, B., Chakraborty, G.: Fuzzy consistency measure with particle swarm optimization for feature selection. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2013), pp. 4311–4315 (2013)
-
(2013)
2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2013)
, pp. 4311-4315
-
-
Chakraborty, B.1
Chakraborty, G.2
-
9
-
-
37549011765
-
Improved binary PSO for feature selection using gene expression data
-
Chuang, L.Y., Chang, H.W., Tu, C.J., Yang, C.H.: Improved binary PSO for feature selection using gene expression data. Computational Biology and Chemistry 32(29), 29–38 (2008)
-
(2008)
Computational Biology and Chemistry
, vol.32
, Issue.29
, pp. 29-38
-
-
Chuang, L.Y.1
Chang, H.W.2
Tu, C.J.3
Yang, C.H.4
-
10
-
-
79957970608
-
Improved binary particle swarm optimization using catfish effect for feature selection
-
Chuang, L.Y., Tsai, S.W., Yang, C.H.: Improved binary particle swarm optimization using catfish effect for feature selection. Expert Syst. Appl. 38(10), 12699–12707 (2011)
-
(2011)
Expert Syst. Appl
, vol.38
, Issue.10
, pp. 12699-12707
-
-
Chuang, L.Y.1
Tsai, S.W.2
Yang, C.H.3
-
11
-
-
0013326060
-
Feature selection for classification
-
Dash, M., Liu, H.: Feature selection for classification. Intelligent Data Analysis 1(4), 131–156 (1997)
-
(1997)
Intelligent Data Analysis
, vol.1
, Issue.4
, pp. 131-156
-
-
Dash, M.1
Liu, H.2
-
13
-
-
0034863568
-
Particle swarm optimization: Developments, applications and resources
-
Eberhart, R., Shi, Y.: Particle swarm optimization: developments, applications and resources. In: IEEE Congress on Evolutionary Computation, vol. 1, pp. 81–86 (2001)
-
(2001)
IEEE Congress on Evolutionary Computation
, vol.1
, pp. 81-86
-
-
Eberhart, R.1
Shi, Y.2
-
14
-
-
84883204495
-
A new gene selection method for microarray data based on PSO and informativeness metric
-
In: Huang, D.-S., Jo, K.-H., Zhou, Y.-Q., Han, K. (eds.), Springer, Heidelberg
-
Guan, J., Han, F., Yang, S.: A new gene selection method for microarray data based on PSO and informativeness metric. In: Huang, D.-S., Jo, K.-H., Zhou, Y.-Q., Han, K. (eds.) ICIC 2013. LNCS, vol. 7996, pp. 145–154. Springer, Heidelberg (2013)
-
(2013)
ICIC 2013. LNCS
, vol.7996
, pp. 145-154
-
-
Guan, J.1
Han, F.2
Yang, S.3
-
15
-
-
50149108380
-
A distributed PSO-SVM hybrid system with feature selection and parameter optimization. Appl
-
Huang, C.L., Dun, J.F.: A distributed PSO-SVM hybrid system with feature selection and parameter optimization. Appl. Soft Comput. 8, 1381–1391 (2008)
-
(2008)
Soft Comput
, vol.8
, pp. 1381-1391
-
-
Huang, C.L.1
Dun, J.F.2
-
16
-
-
78650405531
-
A multiobjective ACO algorithm for rough feature selection
-
Ke, L., Feng, Z., Xu, Z., Shang, K., Wang, Y.: A multiobjective ACO algorithm for rough feature selection. In: Second Pacific-Asia Conference on Circuits,Communications and System (PACCS 2010), vol. 1, pp. 207–210 (2010)
-
(2010)
Second Pacific-Asia Conference on Circuits,Communications and System (PACCS 2010)
, vol.1
, pp. 207-210
-
-
Ke, L.1
Feng, Z.2
Xu, Z.3
Shang, K.4
Wang, Y.5
-
18
-
-
0031352450
-
A discrete binary version of the particle swarm algorithm
-
Kennedy, J., Eberhart, R.: A discrete binary version of the particle swarm algorithm. In: IEEE International Conference on Systems, Man, and Cybernetics, vol. 5, pp. 4104–4108 (1997)
-
(1997)
IEEE International Conference on Systems, Man, and Cybernetics
, vol.5
, pp. 4104-4108
-
-
Kennedy, J.1
Eberhart, R.2
-
19
-
-
0031674071
-
Matching algorithms to problems: An experimental test of the particle swarm and some genetic algorithms on the multimodal problem generator
-
Kennedy, J., Spears, W.: Matching algorithms to problems: an experimental test of the particle swarm and some genetic algorithms on the multimodal problem generator. In: IEEE World Congress on Computational Intelligence, pp. 78–83 (1998)
-
(1998)
IEEE World Congress on Computational Intelligence
, pp. 78-83
-
-
Kennedy, J.1
Spears, W.2
-
20
-
-
84893720363
-
Particle swarm optimisation and statistical clustering for feature selection
-
In: Cranefield, S., Nayak, A. (eds.), Springer, Heidelberg
-
Lane, M., Xue, B., Liu, I., Zhang, M.: Particle swarm optimisation and statistical clustering for feature selection. In: Cranefield, S., Nayak, A. (eds.) AI 2013. LNCS, vol. 8272, pp. 214–220. Springer, Heidelberg (2013)
-
(2013)
AI 2013. LNCS
, vol.8272
, pp. 214-220
-
-
Lane, M.1
Xue, B.2
Liu, I.3
Zhang, M.4
-
21
-
-
84921362004
-
Gaussian based particle swarm optimisation and statistical clustering for feature selection
-
In: Blum, C., Ochoa, G. (eds.), Springer, Heidelberg
-
Lane, M., Xue, B., Liu, I., Zhang, M.: Gaussian based particle swarm optimisation and statistical clustering for feature selection. In: Blum, C., Ochoa, G. (eds.) EvoCOP 2014. LNCS, vol. 8600, pp. 133–144. Springer, Heidelberg (2014)
-
(2014)
EvoCOP 2014. LNCS
, vol.8600
, pp. 133-144
-
-
Lane, M.1
Xue, B.2
Liu, I.3
Zhang, M.4
-
22
-
-
85061066913
-
Selection of relevant features in machine learning
-
October
-
Langley, P.: Selection of relevant features in machine learning. In: AAAI Technique Report FS-94-02, pp. 127–131 (October 1994)
-
(1994)
AAAI Technique Report FS-94-02
, pp. 127-131
-
-
Langley, P.1
-
23
-
-
48749109333
-
Particle swarm optimization for parameter determination and feature selection of support vector machines
-
Lin, S.W., Ying, K.C., Chen, S.C., Lee, Z.J.: Particle swarm optimization for parameter determination and feature selection of support vector machines. Expert Systems with Applications 35(4), 1817–1824 (2008)
-
(2008)
Expert Systems with Applications
, vol.35
, Issue.4
, pp. 1817-1824
-
-
Lin, S.W.1
Ying, K.C.2
Chen, S.C.3
Lee, Z.J.4
-
24
-
-
30344453044
-
Evolving feature selection
-
Liu, H., Dougherty, E., Dy, J., Torkkola, K., Tuv, E., Peng, H., Ding, C., Long, F., Berens, M., Parsons, L., Zhao, Z., Yu, L., Forman, G.: Evolving feature selection. IEEE Intelligent Systems 20(6), 64–76 (2005)
-
(2005)
IEEE Intelligent Systems
, vol.20
, Issue.6
, pp. 64-76
-
-
Liu, H.1
Dougherty, E.2
Dy, J.3
Torkkola, K.4
Tuv, E.5
Peng, H.6
Ding, C.7
Long, F.8
Berens, M.9
Parsons, L.10
Zhao, Z.11
Yu, L.12
Forman, G.13
-
25
-
-
84876679727
-
An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes
-
Mohamad, M., Omatu, S., Deris, S., Yoshioka, M., Abdullah, A., Ibrahim, Z.: An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes. Algorithms for Molecular Biology 8(1), 15 (2013)
-
(2013)
Algorithms for Molecular Biology
, vol.8
, Issue.1
-
-
Mohamad, M.1
Omatu, S.2
Deris, S.3
Yoshioka, M.4
Abdullah, A.5
Ibrahim, Z.6
-
26
-
-
82155181627
-
A modified binary particle swarm optimization for selecting the small subset of informative genes from gene expression data
-
Mohamad, M., Omatu, S., Deris, S., Yoshioka, M.: A modified binary particle swarm optimization for selecting the small subset of informative genes from gene expression data. Information Technology in Biomedicine 15(6), 813–822 (2011)
-
(2011)
Information Technology in Biomedicine
, vol.15
, Issue.6
, pp. 813-822
-
-
Mohamad, M.1
Omatu, S.2
Deris, S.3
Yoshioka, M.4
-
27
-
-
70449914877
-
Particle Swarm Optimization based Adaboost for face detection
-
Mohemmed, A., Zhang, M., Johnston, M.: Particle Swarm Optimization based Adaboost for face detection. In: IEEE Congress on Evolutionary Computation, pp. 2494–2501 (2009)
-
(2009)
IEEE Congress on Evolutionary Computation
, pp. 2494-2501
-
-
Mohemmed, A.1
Zhang, M.2
Johnston, M.3
-
28
-
-
0017535866
-
A Branch and Bound Algorithm for Feature Subset Selection
-
Narendra, P., Fukunaga, K.: A Branch and Bound Algorithm for Feature Subset Selection. IEEE Transactions on Computers C-26(9), 917–922 (1977)
-
(1977)
IEEE Transactions on Computers C
, vol.26
, Issue.9
, pp. 917-922
-
-
Narendra, P.1
Fukunaga, K.2
-
29
-
-
84867043811
-
A filter approach to multiple feature construction for symbolic learning classifiers using genetic programming
-
Neshatian, K., Zhang, M., Andreae, P.: A filter approach to multiple feature construction for symbolic learning classifiers using genetic programming. IEEE Transactions on Evolutionary Computation 16(5), 645–661 (2012)
-
(2012)
IEEE Transactions on Evolutionary Computation
, vol.16
, Issue.5
, pp. 645-661
-
-
Neshatian, K.1
Zhang, M.2
Andreae, P.3
-
30
-
-
18044365477
-
Feature selection using multi-objective genetic algorithms for handwritten digit recognition
-
Oliveira, L., Sabourin, R., Bortolozzi, F., Suen, C.: Feature selection using multi-objective genetic algorithms for handwritten digit recognition. In: 16th International Conference on Pattern Recognition, vol. 1, pp. 568–571 (2002)
-
(2002)
16th International Conference on Pattern Recognition
, vol.1
, pp. 568-571
-
-
Oliveira, L.1
Sabourin, R.2
Bortolozzi, F.3
Suen, C.4
-
31
-
-
0022896046
-
Fuzzy Set Theoretic Measure for Automatic Feature Evaluation
-
Pal, S., Chakraborty, B.: Fuzzy Set Theoretic Measure for Automatic Feature Evaluation. IEEE Transactions on Systems, Man and Cybernetics 16(5), 754–760 (1986)
-
(1986)
IEEE Transactions on Systems, Man and Cybernetics
, vol.16
, Issue.5
, pp. 754-760
-
-
Pal, S.1
Chakraborty, B.2
-
32
-
-
79959393323
-
Construction of classifier with feature selection based on genetic programming
-
Purohit, A., Chaudhari, N., Tiwari, A.: Construction of classifier with feature selection based on genetic programming. In: IEEE Congress on Evolutionary Computation, pp. 1–5 (2010)
-
(2010)
IEEE Congress on Evolutionary Computation
, pp. 1-5
-
-
Purohit, A.1
Chaudhari, N.2
Tiwari, A.3
-
33
-
-
84886736053
-
A Novel Feature Selection Algorithm using Particle Swarm Optimization for Cancer Microarray Data
-
Sahu, B., Mishra, D.: A Novel Feature Selection Algorithm using Particle Swarm Optimization for Cancer Microarray Data. Procedia Engineering 38(0), 27–31 (2012)
-
(2012)
Procedia Engineering
, vol.38
, Issue.0
, pp. 27-31
-
-
Sahu, B.1
Mishra, D.2
-
35
-
-
33845621875
-
A hybrid approach for feature subset selection using neural networks and ant colony optimization
-
Sivagaminathan, R.K., Ramakrishnan, S.: A hybrid approach for feature subset selection using neural networks and ant colony optimization. Expert Systems with Applications 33(1), 49–60 (2007)
-
(2007)
Expert Systems with Applications
, vol.33
, Issue.1
, pp. 49-60
-
-
Sivagaminathan, R.K.1
Ramakrishnan, S.2
-
36
-
-
84881574333
-
Feature selection based on pso and decision-theoretic rough set model
-
Stevanovic, A., Xue, B., Zhang, M.: Feature selection based on pso and decision-theoretic rough set model. In: IEEE Congress on Evolutionary Computation, pp. 2840–2847 (2013)
-
(2013)
IEEE Congress on Evolutionary Computation
, pp. 2840-2847
-
-
Stevanovic, A.1
Xue, B.2
Zhang, M.3
-
38
-
-
77956611003
-
Mr2pso: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification
-
Unler, A., Alper Murat, R.B.C.: Mr2pso: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification. Information Sciences 20, 4625–4641 (2011)
-
(2011)
Information Sciences
, vol.20
, pp. 4625-4641
-
-
Unler, A.1
Alper, M.R.B.C.2
-
39
-
-
77951139898
-
A discrete particle swarm optimization method for feature selection in binary classification problems
-
Unler, A., Murat, A.: A discrete particle swarm optimization method for feature selection in binary classification problems. European Journal of Operational Research 206(3), 528–539 (2010)
-
(2010)
European Journal of Operational Research
, vol.206
, Issue.3
, pp. 528-539
-
-
Unler, A.1
Murat, A.2
-
40
-
-
33845523839
-
Feature selection based on rough sets and particle swarm optimization
-
Wang, X., Yang, J., Teng, X., Xia, W., Jensen, R.: Feature selection based on rough sets and particle swarm optimization. Pattern Recognition Letters 28(4), 459–471 (2007)
-
(2007)
Pattern Recognition Letters
, vol.28
, Issue.4
, pp. 459-471
-
-
Wang, X.1
Yang, J.2
Teng, X.3
Xia, W.4
Jensen, R.5
-
41
-
-
77950383368
-
Feature subset selection using multi-objective genetic algorithms
-
Waqas, K., Baig, R., Ali, S.: Feature subset selection using multi-objective genetic algorithms. In: 13th International Conference on INMIC, pp. 1–6 (2009)
-
(2009)
13th International Conference on INMIC
, pp. 1-6
-
-
Waqas, K.1
Baig, R.2
Ali, S.3
-
42
-
-
84903730957
-
Binary PSO and rough set theory for feature selection: A multi-objective filter based approach
-
Xue, B., Cervante, L., Shang, L., Browne, W.N., Zhang, M.: Binary PSO and rough set theory for feature selection: A multi-objective filter based approach. International Journal of Computational Intelligence and Applications 13(02), 1450009 (2014)
-
(2014)
International Journal of Computational Intelligence and Applications
, vol.13
, Issue.2
-
-
Xue, B.1
Cervante, L.2
Shang, L.3
Browne, W.N.4
Zhang, M.5
-
43
-
-
84871342606
-
A multi-objective particle swarm optimisation for filter-based feature selection in classification problems.
-
Xue, B., Cervante, L., Shang, L., Browne, W., Zhang, M.: A multi-objective particle swarm optimisation for filter-based feature selection in classification problems. Connect. Sci. 24(2- 3), 91–116 (2012)
-
(2012)
Connect. Sci
, vol.24
, Issue.2-3
, pp. 91-116
-
-
Xue, B.1
Cervante, L.2
Shang, L.3
Browne, W.4
Zhang, M.5
-
44
-
-
84864657940
-
Multi-objective particle swarm optimisation for feature selection
-
Philadelphia, PA, USA, ACM
-
Xue, B., Zhang, M., Browne, W.N.: Multi-objective particle swarm optimisation for feature selection. In: Genetic and Evolutionary Computation Conference (GECCO 2012), Philadelphia, PA, USA, pp. 81–88. ACM (2012)
-
(2012)
Genetic and Evolutionary Computation Conference (GECCO 2012)
, pp. 81-88
-
-
Xue, B.1
Zhang, M.2
Browne, W.N.3
-
45
-
-
84897113235
-
Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms
-
Xue, B., Zhang, M., Browne, W.N.: Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms. Applied Soft Computing 18(0), 261–276 (2014)
-
(2014)
Applied Soft Computing
, vol.18
, Issue.0
, pp. 261-276
-
-
Xue, B.1
Zhang, M.2
Browne, W.N.3
-
46
-
-
84875645049
-
Novel initialisation and updating mechanisms in PSO for feature selection in classification
-
In: Esparcia-Alcázar, A.I. (ed.), Springer, Heidelberg
-
Xue, B., Zhang, M., Browne, W.N.: Novel initialisation and updating mechanisms in PSO for feature selection in classification. In: Esparcia-Alcázar, A.I. (ed.) EvoApplications 2013. LNCS, vol. 7835, pp. 428–438. Springer, Heidelberg (2013)
-
(2013)
EvoApplications 2013. LNCS
, vol.7835
, pp. 428-438
-
-
Xue, B.1
Zhang, M.2
Browne, W.N.3
-
47
-
-
84866865991
-
New fitness functions in binary particle swarm optimisation for feature selection
-
Xue, B., Zhang, M., Browne, W.: New fitness functions in binary particle swarm optimisation for feature selection. In: IEEE Congress on Evolutionary Computation, pp. 1–8 (2012)
-
(2012)
IEEE Congress on Evolutionary Computation
, pp. 1-8
-
-
Xue, B.1
Zhang, M.2
Browne, W.3
-
48
-
-
84887799080
-
Particle swarm optimization for feature selection in classification: A multi-objective approach
-
Xue, B., Zhang, M., Browne, W.: Particle swarm optimization for feature selection in classification: A multi-objective approach. IEEE Transactions on Cybernetics 43(6), 1656–1671 (2013)
-
(2013)
IEEE Transactions on Cybernetics
, vol.43
, Issue.6
, pp. 1656-1671
-
-
Xue, B.1
Zhang, M.2
Browne, W.3
-
49
-
-
55749115594
-
Boolean binary particle swarm optimization for feature selection
-
Yang, C.S., Chuang, L.Y., Ke, C.H., Yang, C.H.: Boolean binary particle swarm optimization for feature selection. In: IEEE Congress on Evolutionary Computation (CEC 2008), pp. 2093–2098 (2008)
-
(2008)
IEEE Congress on Evolutionary Computation (CEC 2008)
, pp. 2093-2098
-
-
Yang, C.S.1
Chuang, L.Y.2
Ke, C.H.3
Yang, C.H.4
-
50
-
-
70349291092
-
Chaotic maps in binary particle swarm optimization for feature selection
-
Yang, C.S., Chuang, L.Y., Li, J.C., Yang, C.H.: Chaotic maps in binary particle swarm optimization for feature selection. In: IEEE Conference on Soft Computing in Industrial Applications, pp. 107–112 (2008)
-
(2008)
IEEE Conference on Soft Computing in Industrial Applications
, pp. 107-112
-
-
Yang, C.S.1
Chuang, L.Y.2
Li, J.C.3
Yang, C.H.4
-
51
-
-
84908072362
-
Feature selection algorithm based on bare bones particle swarm optimization
-
Yong, Z., Dunwei, G., Ying, H., Wanqiu, Z.: Feature selection algorithm based on bare bones particle swarm optimization. Neurocomputing 148(0), 150–157 (2015)
-
(2015)
Neurocomputing
, vol.148
, Issue.0
, pp. 150-157
-
-
Yong, Z.1
Dunwei, G.2
Ying, H.3
Wanqiu, Z.4
-
52
-
-
2042447775
-
A PSO-based approach to optimal capacitor placement with harmonic distortion consideration
-
Yu, X.M., Xiong, X.Y., Wu, Y.W.: A PSO-based approach to optimal capacitor placement with harmonic distortion consideration. Electric Power Systems Research 71(1), 27–33 (2004)
-
(2004)
Electric Power Systems Research
, vol.71
, Issue.1
, pp. 27-33
-
-
Yu, X.M.1
Xiong, X.Y.2
Wu, Y.W.3
|