-
1
-
-
0028496468
-
Learning Boolean Concepts in the Presence of Many Irrelevant Features
-
doi:10.1016/0004-3702(94)90084-1
-
Almuallim, H. and Dietterich, T. G. 1994. Learning Boolean Concepts in the Presence of Many Irrelevant Features. Artificial Intelligence, 69: 279-305. (doi:10.1016/0004-3702(94)90084-1)
-
(1994)
Artificial Intelligence
, vol.69
, pp. 279-305
-
-
Almuallim, H.1
Dietterich, T.G.2
-
2
-
-
70449106536
-
An Approach to Feature Selection for Keystroke Dynamics Systems based on PSO and Feature Weighting
-
Piscataway, NJ, Piscataway, NJ,: IEEE Press
-
Azevedo, G., Cavalcanti, G. and Filho, E. 2007. "An Approach to Feature Selection for Keystroke Dynamics Systems based on PSO and Feature Weighting". In IEEE Congress on Evolutionary Computation (CEC'07), 3577-3584. Piscataway, NJ: IEEE Press.
-
(2007)
IEEE Congress on Evolutionary Computation (CEC'07)
, pp. 3577-3584
-
-
Azevedo, G.1
Cavalcanti, G.2
Filho, E.3
-
4
-
-
8844244184
-
Genetic Algorithm with Fuzzy Fitness Function for Feature Selection
-
Piscataway, NJ, Piscataway, NJ,: IEEE Press
-
Chakraborty, B. Genetic Algorithm with Fuzzy Fitness Function for Feature Selection. IEEE International Symposium on Industrial Electronics (ISIE'02). Vol. 1, pp.315-319. Piscataway, NJ: IEEE Press.
-
IEEE International Symposium on Industrial Electronics (ISIE'02)
, vol.1
, pp. 315-319
-
-
Chakraborty, B.1
-
5
-
-
60349114690
-
Feature Subset Selection by Particle Swarm Optimization with Fuzzy Fitness Function
-
Piscataway, NJ, Piscataway, NJ,: IEEE Press
-
Chakraborty, B. Feature Subset Selection by Particle Swarm Optimization with Fuzzy Fitness Function. 3rd International Conference on Intelligent System and Knowledge Engineering (ISKE'08). Vol. 1, pp.1038-1042. Piscataway, NJ: IEEE Press.
-
3rd International Conference on Intelligent System and Knowledge Engineering (ISKE'08)
, vol.1
, pp. 1038-1042
-
-
Chakraborty, B.1
-
6
-
-
84866876345
-
Binary Particle Swarm Optimisation for Feature Selection: A Filter Based Approach
-
Cervante, L., Xue, B., Zhang, M. and Shang, L. 2012. Binary Particle Swarm Optimisation for Feature Selection: A Filter Based Approach. IEEE Congress on Evolutionary Computation (CEC'2012),: 881-888.
-
(2012)
IEEE Congress on Evolutionary Computation (CEC'2012)
, pp. 881-888
-
-
Cervante, L.1
Xue, B.2
Zhang, M.3
Shang, L.4
-
7
-
-
37549011765
-
Improved Binary PSO for Feature Selection using Gene Expression Data
-
doi:10.1016/j.compbiolchem.2007.09.005
-
Chuang, L. Y., Chang, H. W., Tu, C. J. and Yang, C. H. 2008. Improved Binary PSO for Feature Selection using Gene Expression Data. Computational Biology and Chemistry, 32(29): 29-38. (doi:10.1016/j.compbiolchem.2007.09.005)
-
(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
-
8
-
-
79957970608
-
Improved Binary Particle Swarm Optimization using Catfish Effect for Feature Selection
-
doi:10.1016/j.eswa.2011.04.057
-
Chuang, L. Y., Tsai, S. W. and Yang, C. H. 2011. Improved Binary Particle Swarm Optimization using Catfish Effect for Feature Selection. Expert Systems with Applications, 38: 12699-12707. (doi:10.1016/j.eswa.2011.04.057)
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 12699-12707
-
-
Chuang, L.Y.1
Tsai, S.W.2
Yang, C.H.3
-
9
-
-
0013326060
-
Feature Selection for Classification
-
doi:10.1016/S1088-467X(97)00008-5
-
Dash, M. and Liu, H. 1997. Feature Selection for Classification. Intelligent Data Analysis, 1(4): 131-156. (doi:10.1016/S1088-467X(97)00008-5)
-
(1997)
Intelligent Data Analysis
, vol.1
, Issue.4
, pp. 131-156
-
-
Dash, M.1
Liu, H.2
-
10
-
-
0242302657
-
Consistency-Based Search in Feature Selection
-
doi:10.1016/S0004-3702(03)00079-1
-
Dash, M. and Lee, H. 2003. Consistency-Based Search in Feature Selection. Artificial Intelligence, 151(1-2): 155-176. (doi:10.1016/S0004-3702(03)00079-1)
-
(2003)
Artificial Intelligence
, vol.151
, Issue.1-2
, pp. 155-176
-
-
Dash, M.1
Lee, H.2
-
11
-
-
0036530772
-
A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II
-
doi:10.1109/4235.996017
-
Deb, K., Pratap, A., Agarwal, S. and Meyarivan, T. 2002. A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II. IEEE Transactions on Evolutionary Computation, 6(2): 182-197. (doi:10.1109/4235.996017)
-
(2002)
IEEE Transactions on Evolutionary Computation
, vol.6
, Issue.2
, pp. 182-197
-
-
Deb, K.1
Pratap, A.2
Agarwal, S.3
Meyarivan, T.4
-
13
-
-
78049357379
-
Adaptive Particle Swarm Optimizer for Feature Selection
-
Berlin, Heidelberg, Berlin, Heidelberg,: Springer Verlag
-
Esseghir, M. A., Goncalves, G. and Slimani, Y. Adaptive Particle Swarm Optimizer for Feature Selection. International conference on Intelligent data engineering and automated learning (IDEAL'10). pp.226-233. Berlin, Heidelberg: Springer Verlag.
-
International conference on Intelligent data engineering and automated learning (IDEAL'10)
, pp. 226-233
-
-
Esseghir, M.A.1
Goncalves, G.2
Slimani, Y.3
-
14
-
-
78649934709
-
-
Irvine, CA, Irvine, CA,: University of California, School of Information and Computer Sciences
-
Frank, A. and Asuncion, A. 2010. Machine Learning Repository, Irvine, CA: University of California, School of Information and Computer Sciences.
-
(2010)
Machine Learning Repository
-
-
Frank, A.1
Asuncion, A.2
-
15
-
-
28444441282
-
Ant Colony Optimization Based Network Intrusion Feature Selection and Detection
-
Piscataway, NJ, Piscataway, NJ,: IEEE Press
-
Gao, H. H., Yang, H. H. and Wang, X. Y. Ant Colony Optimization Based Network Intrusion Feature Selection and Detection. International Conference on Machine Learning and Cybernetics. Vol. 6, pp.3871-3875. Piscataway, NJ: IEEE Press.
-
International Conference on Machine Learning and Cybernetics
, vol.6
, pp. 3871-3875
-
-
Gao, H.H.1
Yang, H.H.2
Wang, X.Y.3
-
16
-
-
38049062940
-
Multi-Objective Feature Selection with NSGA II
-
In: Beliczynski B., Dzielinski A., Iwanowski M., Ribeiro B., editors Berlin, Heidelberg, Berlin, Heidelberg,: Springer-Verlag
-
Hamdani, T. M., Won, J. M., Alimi, A. M. and Karray, F. Multi-Objective Feature Selection with NSGA II. 8th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA'07) Par, Edited by: Beliczynski, B., Dzielinski, A., Iwanowski, M. and Ribeiro, B. Vol. 4431, pp.240-247. Berlin, Heidelberg: Springer-Verlag.
-
8th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA'07) Par
, vol.4431
, pp. 240-247
-
-
Hamdani, T.M.1
Won, J.M.2
Alimi, A.M.3
Karray, F.4
-
17
-
-
50149108380
-
A Distributed PSO-SVM Hybrid System with Feature Selection and Parameter Optimization
-
doi:10.1016/j.asoc.2007.10.007
-
Huang, C. L. and Dun, J. F. 2008. A Distributed PSO-SVM Hybrid System with Feature Selection and Parameter Optimization. Application on Soft Computing, 8: 1381-1391. (doi:10.1016/j.asoc.2007.10.007)
-
(2008)
Application on Soft Computing
, vol.8
, pp. 1381-1391
-
-
Huang, C.L.1
Dun, J.F.2
-
18
-
-
40249088411
-
Feature-Level Fusion by Multi-Objective Binary Particle Swarm Based Unbiased Feature Selection for Optimized Sensor System Design
-
IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, Piscataway, NJ, Piscataway, NJ,: IEEE Press
-
Iswandy, K. and Koenig, A. Feature-Level Fusion by Multi-Objective Binary Particle Swarm Based Unbiased Feature Selection for Optimized Sensor System Design. IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems. pp.365-370. Piscataway, NJ: IEEE Press.
-
-
-
Iswandy, K.1
Koenig, A.2
-
19
-
-
0029535737
-
Particle Swarm Optimization
-
Piscataway, NJ, Piscataway, NJ,: IEEE Press
-
Kennedy, J. and Eberhart, R. Particle Swarm Optimization. IEEE International Conference on Neural Networks. Vol. 4, pp.1942-1948. Piscataway, NJ: IEEE Press.
-
IEEE International Conference on Neural Networks
, vol.4
, pp. 1942-1948
-
-
Kennedy, J.1
Eberhart, R.2
-
20
-
-
0031352450
-
A Discrete Binary Version of the Particle Swarm Algorithm
-
IEEE International Conference on Systems, Man, and Cybernetics, Piscataway, NJ, Piscataway, NJ,: IEEE Press
-
Kennedy, J. and Eberhart, R. A Discrete Binary Version of the Particle Swarm Algorithm. IEEE International Conference on Systems, Man, and Cybernetics. 1997. Computational Cybernetics and Simulation., Vol. 5, pp.4104-4108. Piscataway, NJ: IEEE Press.
-
(1997)
Computational Cybernetics and Simulation.
, vol.5
, pp. 4104-4108
-
-
Kennedy, J.1
Eberhart, R.2
-
21
-
-
0003075638
-
A Practical Approach to Feature Selection
-
In: Sleeman D. H., Edwards P., editors San Francisco, CA, San Francisco, CA,: Morgan Kaufmann Publishers
-
Kira, K. and Rendell, L. A. A Practical Approach to Feature Selection. Assorted Conferences and Workshops, Edited by: Sleeman, D. H. and Edwards, P. pp.249-256. San Francisco, CA: Morgan Kaufmann Publishers.
-
Assorted Conferences and Workshops
, pp. 249-256
-
-
Kira, K.1
Rendell, L.A.2
-
22
-
-
0031381525
-
Wrappers for Feature Subset Selection
-
doi:10.1016/S0004-3702(97)00043-X
-
Kohavi, R. and John, G. H. 1997. Wrappers for Feature Subset Selection. Artificial Intelligence, 97: 273-324. (doi:10.1016/S0004-3702(97)00043-X)
-
(1997)
Artificial Intelligence
, vol.97
, pp. 273-324
-
-
Kohavi, R.1
John, G.H.2
-
23
-
-
35248851524
-
A Non-dominated Sorting Particle Swarm Optimizer for Multiobjective Optimization
-
In: Cantú-Paz E., Foster J. A., Deb K., Davis L., Roy R., O'Reilly U.-M., Beyer H.-G., Standish R. K., Kendall G., Wilson S. W., Harman M., Wegener J., Dasgupta D., Potter M. A., Schultz A. C., Dowsland K. A., Jonoska N., Miller J. F., editors Annual Conference on Genetic and Evolutionary Computation (GECCO'03), Berlin, Heidelberg, Berlin, Heidelberg,: Springer-Verlag
-
Li, X. A Non-dominated Sorting Particle Swarm Optimizer for Multiobjective Optimization. Annual Conference on Genetic and Evolutionary Computation (GECCO'03). Edited by: Cantú-Paz, E., Foster, J. A., Deb, K., Davis, L., Roy, R., O'Reilly, U.-M., Beyer, H.-G., Standish, R. K., Kendall, G., Wilson, S. W., Harman, M., Wegener, J., Dasgupta, D., Potter, M. A., Schultz, A. C., Dowsland, K. A., Jonoska, N. and Miller, J. F. pp.37-48. Berlin, Heidelberg: Springer-Verlag.
-
-
-
Li, X.1
-
24
-
-
79958252965
-
An Improved Particle Swarm Optimization for Feature Selection
-
doi:10.1016/S1672-6529(11)60020-6
-
Liu, Y., Wang, G., Chen, H. and Dong, H. 2011. An Improved Particle Swarm Optimization for Feature Selection. Journal of Bionic Engineering, 8(2): 191-200. (doi:10.1016/S1672-6529(11)60020-6)
-
(2011)
Journal of Bionic Engineering
, vol.8
, Issue.2
, pp. 191-200
-
-
Liu, Y.1
Wang, G.2
Chen, H.3
Dong, H.4
-
25
-
-
84914813506
-
On the Effectiveness of Receptors in Recognition Systems
-
doi:10.1109/TIT.1963.1057810
-
Marill, T. and Green, D. 1963. On the Effectiveness of Receptors in Recognition Systems. IEEE Transactions on Information Theory, 9(1): 11-17. (doi:10.1109/TIT.1963.1057810)
-
(1963)
IEEE Transactions on Information Theory
, vol.9
, Issue.1
, pp. 11-17
-
-
Marill, T.1
Green, D.2
-
27
-
-
70449914877
-
Particle Swarm Optimization Based Adaboost for Face Detection
-
Piscataway, NJ, Piscataway, NJ,: IEEE Press
-
Mohemmed, A., Zhang, M. and Johnston, M. Particle Swarm Optimization Based Adaboost for Face Detection. IEEE Congress on Evolutionary Computation (CEC'09). pp.2494-2501. Piscataway, NJ: IEEE Press.
-
IEEE Congress on Evolutionary Computation (CEC'09)
, pp. 2494-2501
-
-
Mohemmed, A.1
Zhang, M.2
Johnston, M.3
-
28
-
-
31744443319
-
Genetic Programming for Simultaneous Feature Selection and Classifier Design
-
doi:10.1109/TSMCB.2005.854499
-
Muni, D., Pal, N. and Das, J. 2006. Genetic Programming for Simultaneous Feature Selection and Classifier Design. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 36(1): 106-117. (doi:10.1109/TSMCB.2005.854499)
-
(2006)
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
, vol.36
, Issue.1
, pp. 106-117
-
-
Muni, D.1
Pal, N.2
Das, J.3
-
29
-
-
67650675481
-
Genetic Programming for Feature Subset Ranking in Binary Classification Problems
-
In: Vanneschi L., Gustafson S., Moraglio A., De Falco I., Ebner M., editors European Conference on Genetic Programming, Berlin, Heidelberg, Berlin, Heidelberg,: Springer-Verlag
-
Neshatian, K. and Zhang, M. Genetic Programming for Feature Subset Ranking in Binary Classification Problems. European Conference on Genetic Programming. Edited by: Vanneschi, L., Gustafson, S., Moraglio, A., De Falco, I. and Ebner, M. pp.121-132. Berlin, Heidelberg: Springer-Verlag.
-
-
-
Neshatian, K.1
Zhang, M.2
-
31
-
-
0028547556
-
Floating Search Methods in Feature Selection
-
doi:10.1016/0167-8655(94)90127-9
-
Pudil, P., Novovicova, J. and Kittler, J. V. 1994. Floating Search Methods in Feature Selection. Pattern Recognition Letters, 15(11): 1119-1125. (doi:10.1016/0167-8655(94)90127-9)
-
(1994)
Pattern Recognition Letters
, vol.15
, Issue.11
, pp. 1119-1125
-
-
Pudil, P.1
Novovicova, J.2
Kittler, J.V.3
-
33
-
-
0031700696
-
A Modified Particle Swarm Optimizer
-
Piscataway, NJ, Piscataway, NJ,: IEEE Press
-
Shi, Y. and Eberhart, R. A Modified Particle Swarm Optimizer. IEEE International Conference on Evolutionary Computation (CEC'98, pp.69-73. Piscataway, NJ: IEEE Press.
-
IEEE International Conference on Evolutionary Computation (CEC'98
, pp. 69-73
-
-
Shi, Y.1
Eberhart, R.2
-
34
-
-
24344480582
-
Improving PSO-Based Multi-objective Optimization Using Crowding, Mutation and epsilon-Dominance
-
In: Coello Coello C. A., Hernández Aguirre A., Zitzler E., editors Berlin, Heidelberg, Berlin, Heidelberg,: Springer-Verlag
-
Sierra, M. R. and Coello, C. A.C. 2005. "Improving PSO-Based Multi-objective Optimization Using Crowding, Mutation and epsilon-Dominance". In EMO, Edited by: Coello Coello, C. A., Hernández Aguirre, A. and Zitzler, E. 505-519. Berlin, Heidelberg: Springer-Verlag.
-
(2005)
EMO
, pp. 505-519
-
-
Sierra, M.R.1
Coello, C.A.C.2
-
35
-
-
0002526012
-
On Selecting Features for Pattern Classifier
-
Coronado, CA, Piscataway, NJ, Coronado, CA, Piscataway, NJ,: IEEE Press
-
Stearns, S. On Selecting Features for Pattern Classifier. Proceedings of the 3rd International Conference on Pattern Recognition. pp.71-75. Coronado, CA, Piscataway, NJ: IEEE Press.
-
Proceedings of the 3rd International Conference on Pattern Recognition
, pp. 71-75
-
-
Stearns, S.1
-
36
-
-
77951139898
-
A Discrete Particle Swarm Optimization Method for Feature Selection in Binary Classification Problems
-
doi:10.1016/j.ejor.2010.02.032
-
Unler, A. and Murat, A. 2010. A Discrete Particle Swarm Optimization Method for Feature Selection in Binary Classification Problems. European Journal of Operational Research, 206(3): 528-539. (doi:10.1016/j.ejor.2010.02.032)
-
(2010)
European Journal of Operational Research
, vol.206
, Issue.3
, pp. 528-539
-
-
Unler, A.1
Murat, A.2
-
37
-
-
0038281789
-
-
Pretoria, Pretoria,: University of Pretoria, Faculty of Natural and Agricultural Science
-
Van Den Bergh, F. 2001. An Analysis of Particle Swarm Optimizers, Pretoria: University of Pretoria, Faculty of Natural and Agricultural Science.
-
(2001)
An Analysis of Particle Swarm Optimizers
-
-
van Den Bergh, F.1
-
38
-
-
33845523839
-
Feature Selection Based on Rough Sets and Particle Swarm Optimization
-
doi:10.1016/j.patrec.2006.09.003
-
Wang, X., Yang, J., Teng, X., Xia, W. and Jensen, R. 2007. Feature Selection Based on Rough Sets and Particle Swarm Optimization. Pattern Recognition Letters, 28(4): 459-471. (doi:10.1016/j.patrec.2006.09.003)
-
(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
-
39
-
-
0015125457
-
A Direct Method of Nonparametric Measurement Selection
-
doi:10.1109/T-C.1971.223410
-
Whitney, A. 1971. A Direct Method of Nonparametric Measurement Selection. IEEE Transactions on Computers, C-20(9): 1100-1103. (doi:10.1109/T-C.1971.223410)
-
(1971)
IEEE Transactions on Computers
, vol.C-20
, Issue.9
, pp. 1100-1103
-
-
Whitney, A.1
-
40
-
-
84866865991
-
New Fitness Functions in Binary Particle Swarm Optimisation for Feature Selection
-
Piscataway, NJ, Piscataway, NJ,: IEEE Press
-
Xue, B., Zhang, M. and Browne, W. N. 2012. "New Fitness Functions in Binary Particle Swarm Optimisation for Feature Selection". In IEEE Congress on Evolutionary Computation (CEC'12), 2145-2152. Piscataway, NJ: IEEE Press.
-
(2012)
IEEE Congress on Evolutionary Computation (CEC'12)
, pp. 2145-2152
-
-
Xue, B.1
Zhang, M.2
Browne, W.N.3
-
41
-
-
70349291092
-
Chaotic Maps in Binary Particle Swarm Optimization for Feature Selection
-
Piscataway, NJ, Piscataway, NJ,: IEEE Press
-
Yang, C. S., Chuang, L. Y. and Li, J. C. Chaotic Maps in Binary Particle Swarm Optimization for Feature Selection. IEEE Conference on Soft Computing in Industrial Applications (SMCIA '08). pp.107-112. Piscataway, NJ: IEEE Press.
-
IEEE Conference on Soft Computing in Industrial Applications (SMCIA '08)
, pp. 107-112
-
-
Yang, C.S.1
Chuang, L.Y.2
Li, J.C.3
-
42
-
-
60249087028
-
Different Metaheuristic Strategies to Solve the Feature Selection Problem
-
doi:10.1016/j.patrec.2008.11.012
-
Yusta, S. C. 2009. Different Metaheuristic Strategies to Solve the Feature Selection Problem. Pattern Recognition Letters, 30: 525-534. (doi:10.1016/j.patrec.2008.11.012)
-
(2009)
Pattern Recognition Letters
, vol.30
, pp. 525-534
-
-
Yusta, S.C.1
-
43
-
-
33847646332
-
Wrapper-Filter Feature Selection Algorithm Using a Memetic Framework
-
doi:10.1109/TSMCB.2006.883267
-
Zhu, Z. X., Ong, Y. S. and Dash, M. 2007. Wrapper-Filter Feature Selection Algorithm Using a Memetic Framework. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 37(1): 70-76. (doi:10.1109/TSMCB.2006.883267)
-
(2007)
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
, vol.37
, Issue.1
, pp. 70-76
-
-
Zhu, Z.X.1
Ong, Y.S.2
Dash, M.3
|