-
1
-
-
79961236431
-
Artificial bee colony based data mining algorithms for classification tasks
-
M. Afizi, M. Shukran, Y.Y. Chung, W.-C. Yeh, N. Wahid, and A.M. Ahmad Zaidi Artificial bee colony based data mining algorithms for classification tasks Modern Applied Science 5 2011
-
(2011)
Modern Applied Science
, vol.5
-
-
Afizi, M.1
Shukran, M.2
Chung, Y.Y.3
Yeh, W.-C.4
Wahid, N.5
Ahmad Zaidi, A.M.6
-
2
-
-
84873291602
-
A new sequential covering strategy for inducing classification rules with ant colony algorithms
-
O. Alex, E.B. Fernando, A.A. Freitas, and C.G. Johnson A new sequential covering strategy for inducing classification rules with ant colony algorithms IEEE Transactions on Evolutionary Computation 17 1 2013 64 76
-
(2013)
IEEE Transactions on Evolutionary Computation
, vol.17
, Issue.1
, pp. 64-76
-
-
Alex, O.1
Fernando, E.B.2
Freitas, A.A.3
Johnson, C.G.4
-
7
-
-
27144476762
-
A comparison between the Pittsburgh and Michigan approaches for the binary PSO algorithm
-
A. Cervantes, I. Galvan, and P. Isasi A comparison between the Pittsburgh and Michigan approaches for the binary PSO algorithm IEEE Congress on Evolutionary Computation 1 2005 290 297
-
(2005)
IEEE Congress on Evolutionary Computation
, vol.1
, pp. 290-297
-
-
Cervantes, A.1
Galvan, I.2
Isasi, P.3
-
8
-
-
34249966007
-
The CN2 rule induction algorithm
-
P. Clark, and T. Niblett The CN2 rule induction algorithm Machine Learning 3 4 1989 261 283
-
(1989)
Machine Learning
, vol.3
, Issue.4
, pp. 261-283
-
-
Clark, P.1
Niblett, T.2
-
9
-
-
0036464756
-
The particle swarm-explosion, stability, and convergence in a multidimensional complex space
-
DOI 10.1109/4235.985692, PII S1089778X02022099
-
M. Clerc, and J. Kennedy The particle swarm-explosion, stability, and convergence in a multidimensional complex space IEEE Transactions on Evolutionary Computation 6 1 2002 58 73 (Pubitemid 34404564)
-
(2002)
IEEE Transactions on Evolutionary Computation
, vol.6
, Issue.1
, pp. 58-73
-
-
Clerc, M.1
Kennedy, J.2
-
12
-
-
84908144869
-
The multi-objective hybridization of particle swarm optimization and fuzzy ant colony optimization
-
10.3233/IFS-131020
-
W. Elloumi, N. Baklouti, A. Abraham, and A. Alimi The multi-objective hybridization of particle swarm optimization and fuzzy ant colony optimization Journal of Intelligent and Fuzzy Systems 2013 2013 1 11 10.3233/IFS-131020
-
(2013)
Journal of Intelligent and Fuzzy Systems
, vol.2013
, pp. 1-11
-
-
Elloumi, W.1
Baklouti, N.2
Abraham, A.3
Alimi, A.4
-
13
-
-
60849127572
-
Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets
-
A. Fernández, Jesus María José del, and F. Herrera Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets International Journal of Approximate Reasoning 50 2009 561 577
-
(2009)
International Journal of Approximate Reasoning
, vol.50
, pp. 561-577
-
-
Fernández, A.1
María José Del, J.2
Herrera, F.3
-
14
-
-
56449120614
-
CAnt-Miner: An ant colony Classification algorithm to cope with continuous attributes, ant colony optimization and swarm intelligence
-
E.B. Fernando, O. Alex, A. Freitas, and C.G. Johnson CAnt-Miner: An ant colony Classification algorithm to cope with continuous attributes, ant colony optimization and swarm intelligence Lecture Notes in Computer Science 5217 2009 48 59
-
(2009)
Lecture Notes in Computer Science
, vol.5217
, pp. 48-59
-
-
Fernando, E.B.1
Alex, O.2
Freitas, A.3
Johnson, C.G.4
-
16
-
-
84871254656
-
An adaptive parameter tuning of particle swarm optimization algorithm
-
Xu. Gang An adaptive parameter tuning of particle swarm optimization algorithm Applied Mathematics and Computation 219 2013 4560 4569
-
(2013)
Applied Mathematics and Computation
, vol.219
, pp. 4560-4569
-
-
Gang, Xu.1
-
17
-
-
34547275760
-
Medical data mining using particle swarm optimization for temporal lobe epilepsy
-
1688388, 2006 IEEE Congress on Evolutionary Computation, CEC 2006
-
M. Ghannad-Rezaie, H. Soltanain-Zadeh, M.R. Siadat, and K.V. Elisevich Medical data mining using particle swarm optimization for temporal lobe epilepsy Proceedings of the IEEE Congress on Evolutionary Computation 2006 IEEE Xplore Press Vancouver, BC 761 768 (Pubitemid 47130577)
-
(2006)
2006 IEEE Congress on Evolutionary Computation, CEC 2006
, pp. 761-768
-
-
Ghannad-Rezaie, M.1
Soltanain-Zadeh, H.2
Siadat, M.-R.3
Elisevich, K.V.4
-
18
-
-
77749330166
-
Combination of two evolutionary methods for mining association rules in large and dense databases
-
E. Gonzales, K. Taboada, S. Mabu, K. Shimada, and K. Hirasawa Combination of two evolutionary methods for mining association rules in large and dense databases Journal of Advanced Computational Intelligence and Intelligent Informatics 13 2010 561 572
-
(2010)
Journal of Advanced Computational Intelligence and Intelligent Informatics
, vol.13
, pp. 561-572
-
-
Gonzales, E.1
Taboada, K.2
Mabu, S.3
Shimada, K.4
Hirasawa, K.5
-
19
-
-
76749092270
-
The WEKA data mining software: An update
-
M. Hall, E. Frank, G. Holmes, B. Pfahringer, P. Reutemann, and I.H. Witten The WEKA data mining software: An update SIGKDD Explorations 11 1 2009
-
(2009)
SIGKDD Explorations
, vol.11
, Issue.1
-
-
Hall, M.1
Frank, E.2
Holmes, G.3
Pfahringer, B.4
Reutemann, P.5
Witten, I.H.6
-
20
-
-
78649820012
-
A Hybrid PSO/ACO algorithm for discovering classification rules in data mining
-
Available from: < >
-
N. Holden, and A. Freitas A Hybrid PSO/ACO algorithm for discovering classification rules in data mining Journal of Artificial Evolution Applications (JAEA) 2008 Available from: < http://dx.doi.org/10.1155/2008/316145 >
-
(2008)
Journal of Artificial Evolution Applications (JAEA)
-
-
Holden, N.1
Freitas, A.2
-
21
-
-
80055064646
-
Example-based learning particle swarm optimization for continuous optimization
-
H. Huang, H. Qin, Z. Hao, and A. Lim Example-based learning particle swarm optimization for continuous optimization Information Sciences 182 2012 125 138
-
(2012)
Information Sciences
, vol.182
, pp. 125-138
-
-
Huang, H.1
Qin, H.2
Hao, Z.3
Lim, A.4
-
23
-
-
34548479029
-
On the performance of artificial bee colony (ABC) algorithm
-
DOI 10.1016/j.asoc.2007.05.007, PII S1568494607000531
-
D. Karaboga, and B. Basturk On the performance of artificial bee colony (ABC) algorithm Applied Soft Computing 8 2008 687 697 (Pubitemid 47374599)
-
(2008)
Applied Soft Computing Journal
, vol.8
, Issue.1
, pp. 687-697
-
-
Karaboga, D.1
Basturk, B.2
-
24
-
-
78049530722
-
Multi-dimensional particle swarm optimization in dynamic environments
-
S. Kiranyaz et al. Multi-dimensional particle swarm optimization in dynamic environments Expert Systems with Applications 38 2011 2212 2223
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 2212-2223
-
-
Kiranyaz, S.1
-
27
-
-
78149313084
-
CMAR: Accurate and efficient classification based on multiple class-association rules
-
Li, W., Han, J., & Pei, J. (2001). CMAR: Accurate and efficient classification based on multiple class-association rules. In Proceedings of the IEEE international conference on data mining (ICDM'01), San Jose, CA.
-
(2001)
Proceedings of the IEEE International Conference on Data Mining (ICDM'01), San Jose, CA
-
-
Li, W.1
Han, J.2
Pei, J.3
-
29
-
-
33744730797
-
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
-
DOI 10.1109/TEVC.2005.857610
-
J.J. Liang, A.K. Qin, P.N. Suganthan, and S. Baskar Comprehensive learning particle swarm optimizer for global optimization of multimodal functions IEEE Transactions on Evolutionary Computation 10 2006 281 295 (Pubitemid 43821759)
-
(2006)
IEEE Transactions on Evolutionary Computation
, vol.10
, Issue.3
, pp. 281-295
-
-
Liang, J.J.1
Qin, A.K.2
Suganthan, P.N.3
Baskar, S.4
-
30
-
-
84948104699
-
Integrating classification and association rule mining
-
Liu, B., Hsu, W., & Ma, Y. (1998). Integrating classification and association rule mining. In KDD'98 (pp. 80-86).
-
(1998)
KDD'98
, pp. 80-86
-
-
Liu, B.1
Hsu, W.2
Ma, Y.3
-
32
-
-
79952613982
-
-
Available from:
-
LUCS KDD software library. Available from: < http://www.csc.liv.ac.uk/ ~frans/KDD/Software >.
-
LUCS KDD Software Library
-
-
-
34
-
-
67349284734
-
Ant colony and particle swarm optimization for financial classification problems
-
Y. Marinakis et al. Ant colony and particle swarm optimization for financial classification problems Expert Systems with Applications 36 2009 10604 10611
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 10604-10611
-
-
Marinakis, Y.1
-
37
-
-
51749123574
-
Classification of electrocardiogram signals with support vector machines and particle swarm optimization
-
F. Melgani, and Y. Bazi Classification of electrocardiogram signals with support vector machines and particle swarm optimization IEEE Transactions on Information Technology in Biomedicine 12 5 2008 667 677
-
(2008)
IEEE Transactions on Information Technology in Biomedicine
, vol.12
, Issue.5
, pp. 667-677
-
-
Melgani, F.1
Bazi, Y.2
-
39
-
-
84862688092
-
A dynamic neighborhood learning based particle swarm optimizer for global numerical optimization
-
Md. Nasir, S. Das, D. Maity, S. Sengupta, U. Halder, and P.N. Suganthan A dynamic neighborhood learning based particle swarm optimizer for global numerical optimization Information Sciences 209 2012 16 36
-
(2012)
Information Sciences
, vol.209
, pp. 16-36
-
-
Nasir, Md.1
Das, S.2
Maity, D.3
Sengupta, S.4
Halder, U.5
Suganthan, P.N.6
-
40
-
-
77955737985
-
Handwritten digits recognition based on swarm optimization methods
-
F. Zavoral, Springer-Verlag Berlin/Heidelberg
-
S. Nebti, and A. Boukerram Handwritten digits recognition based on swarm optimization methods F. Zavoral, Part I, CCIS 87, Proceedings of NDT 2010 2010 Springer-Verlag Berlin/Heidelberg 45 54
-
(2010)
Part I, CCIS 87, Proceedings of NDT 2010
, pp. 45-54
-
-
Nebti, S.1
Boukerram, A.2
-
41
-
-
84875248556
-
Particle swarm classification: A survey and positioning
-
N. Nouaouria Particle swarm classification: A survey and positioning Pattern Recognition 46 2013 2028 2044
-
(2013)
Pattern Recognition
, vol.46
, pp. 2028-2044
-
-
Nouaouria, N.1
-
42
-
-
84894589752
-
A fuzzy-mining approach for solving rule based expert system unwieldiness in medical domain
-
O. Olufunke, U. Charles, A. Charles, A. Abraham, and V. Snasel A fuzzy-mining approach for solving rule based expert system unwieldiness in medical domain Neural Network World 23 5 2013 435 450
-
(2013)
Neural Network World
, vol.23
, Issue.5
, pp. 435-450
-
-
Olufunke, O.1
Charles, U.2
Charles, A.3
Abraham, A.4
Snasel, V.5
-
43
-
-
57649165167
-
Barebones particle swarm methods for unsupervised image classification
-
Omran, M. G. H., & Al-Sharhan, A. (2007). Barebones particle swarm methods for unsupervised image classification. In Proceedings of IEEE congress on evolutionary computation (CEC), September 2007, Singapore (pp. 3247-3252).
-
(2007)
Proceedings of IEEE Congress on Evolutionary Computation (CEC), September 2007, Singapore
, pp. 3247-3252
-
-
Omran, M.G.H.1
Al-Sharhan, A.2
-
44
-
-
84886542792
-
Comparing association rules and decision trees for disease prediction
-
Ordonez, C. (2006). Comparing association rules and decision trees for disease prediction. In ACM HIKM'06 VA, USA.
-
(2006)
ACM HIKM'06 VA, USA
-
-
Ordonez, C.1
-
45
-
-
84883103815
-
Improving the interpretability of classification rules discovered by an ant colony algorithm
-
Otero, F. E. B., & Frietas, A. A. (2013). Improving the interpretability of classification rules discovered by an ant colony algorithm. In GECCO'13 (pp. 73-80).
-
(2013)
GECCO'13
, pp. 73-80
-
-
Otero, F.E.B.1
Frietas, A.A.2
-
47
-
-
84942155292
-
Fitness-distance-ratio based particle swarm optimization
-
Peram, T., Veeramachaneni, K., & Mohan, C. K. (2003). Fitness-distance-ratio based particle swarm optimization. In SIS'03, Proceedings of the 2003 IEEE swarm intelligence symposium (pp. 174-181).
-
(2003)
SIS'03, Proceedings of the 2003 IEEE Swarm Intelligence Symposium
, pp. 174-181
-
-
Peram, T.1
Veeramachaneni, K.2
Mohan, C.K.3
-
48
-
-
0005685575
-
C.45: Programs for machine learning
-
302p
-
J. Quinlan C.45: Programs for machine learning Morgan Kaufmann 1993 302p
-
(1993)
Morgan Kaufmann
-
-
Quinlan, J.1
-
50
-
-
2642563714
-
Particle swarm based data mining algorithms for classification tasks
-
S.T. Silva, and A. Neves Particle swarm based data mining algorithms for classification tasks Journal of Parallel Computing 30 2004 767 783
-
(2004)
Journal of Parallel Computing
, vol.30
, pp. 767-783
-
-
Silva, S.T.1
Neves, A.2
-
51
-
-
85133011737
-
PSO/ACO approach to knowledge discovery in a pharmacovigilance context
-
ACM New York, NY, USA
-
M. Sordo, N. Shawn, and A. Murphy PSO/ACO approach to knowledge discovery in a pharmacovigilance context Proceedings of the 11th annual conference companion on genetic and evolutionary computation conference. Late breaking papers, (LBP '09) 2009 ACM New York, NY, USA 2679 2684
-
(2009)
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference. Late Breaking Papers, (LBP '09)
, pp. 2679-2684
-
-
Sordo, M.1
Shawn, N.2
Murphy, A.3
-
52
-
-
79957526144
-
A discrete artificial bee colony algorithm for the total flowtime minimization in permutation flow shops
-
M.F. Tasgetiren, and Quan.-Ke. Pan et al. A discrete artificial bee colony algorithm for the total flowtime minimization in permutation flow shops Information Sciences 181 2011 3459 3475
-
(2011)
Information Sciences
, vol.181
, pp. 3459-3475
-
-
Tasgetiren, M.F.1
Pan, Quan.-Ke.2
-
53
-
-
34249687044
-
A review of associative classification mining
-
DOI 10.1017/S0269888907001026, PII S0269888907001026
-
F. Thabtah A review of associative classification mining The Knowledge Engineering Review 22 1 2007 37 65 (Pubitemid 46825798)
-
(2007)
Knowledge Engineering Review
, vol.22
, Issue.1
, pp. 37-65
-
-
Thabtah, F.1
-
54
-
-
84940330129
-
-
doi: archive.ics.uci.edu/ml/datasets/Thoracic+Surgery+Data
-
Thoracic surgery dataset, doi: archive.ics.uci.edu/ml/datasets/ Thoracic+Surgery+Data.
-
Thoracic Surgery Dataset
-
-
-
55
-
-
84878505117
-
Hybrid particle swarm optimization with mutation for optimizing industrial product lines: An application to a mixed solution space considering both discrete and continuous design variables
-
S. Tsafarakis, C. Saridakis, G. Baltas, and N. Matsatsinins Hybrid particle swarm optimization with mutation for optimizing industrial product lines: An application to a mixed solution space considering both discrete and continuous design variables Industrial Marketing Management 42 2013 496 506
-
(2013)
Industrial Marketing Management
, vol.42
, pp. 496-506
-
-
Tsafarakis, S.1
Saridakis, C.2
Baltas, G.3
Matsatsinins, N.4
-
57
-
-
77956611003
-
Mr2PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification
-
A. Unler, A. Murat, and R.B. Chinnam Mr2PSO: A maximum relevance minimum redundancy feature selection method based on swarm intelligence for support vector machine classification Information Sciences 181 20 2011 4625 4641
-
(2011)
Information Sciences
, vol.181
, Issue.20
, pp. 4625-4641
-
-
Unler, A.1
Murat, A.2
Chinnam, R.B.3
-
58
-
-
49749113225
-
Using significant, positively associated and relatively class correlated rules for associative classification of imbalanced datasets
-
Verhein F., & Chawla, S. (2007). Using significant, positively associated and relatively class correlated rules for associative classification of imbalanced datasets. In Seventh IEEE international conference on data mining (pp. 679-684).
-
(2007)
Seventh IEEE International Conference on Data Mining
, pp. 679-684
-
-
Verhein, F.1
Chawla, S.2
-
60
-
-
79955112338
-
A novel image classification algorithm using swarm-based technique for image database
-
Springer-Verlag
-
N. Wahid A novel image classification algorithm using swarm-based technique for image database Ubiquitous computing and multimedia applications Vol. 151 2011 Springer-Verlag 460 470
-
(2011)
Ubiquitous Computing and Multimedia Applications
, vol.151
, pp. 460-470
-
-
Wahid, N.1
-
61
-
-
79960562019
-
Self-adaptive learning based particle swarm optimization
-
Y. Wang, B. Li, T. Weise, J. Wang, B. Yuan, and Q. Tian Self-adaptive learning based particle swarm optimization Information Sciences 181 2011 4515 4538
-
(2011)
Information Sciences
, vol.181
, pp. 4515-4538
-
-
Wang, Y.1
Li, B.2
Weise, T.3
Wang, J.4
Yuan, B.5
Tian, Q.6
-
62
-
-
79960494356
-
Enhancing particle swarm optimization using generalized opposition-based learning
-
H. Wang, Z. Wu, S. Rahnamayan, Y. Liu, and M. Ventresca Enhancing particle swarm optimization using generalized opposition-based learning Information Sciences 181 2011 4699 4714
-
(2011)
Information Sciences
, vol.181
, pp. 4699-4714
-
-
Wang, H.1
Wu, Z.2
Rahnamayan, S.3
Liu, Y.4
Ventresca, M.5
-
64
-
-
56349170668
-
Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support
-
X. Yan, C. Zhang, and S. Zhang Genetic algorithm-based strategy for identifying association rules without specifying actual minimum support Journal of Expert Systems with Applications 36 2009 3066 3076
-
(2009)
Journal of Expert Systems with Applications
, vol.36
, pp. 3066-3076
-
-
Yan, X.1
Zhang, C.2
Zhang, S.3
-
66
-
-
78650680946
-
Dynamic multi-swarm particle swarm optimizer with harmony search
-
S.-Z. Zhao, and P.N. Suganthan et al. Dynamic multi-swarm particle swarm optimizer with harmony search Expert Systems with Applications 38 2011 3735 3742
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 3735-3742
-
-
Zhao, S.-Z.1
Suganthan, P.N.2
-
67
-
-
79953714837
-
Particle swarm optimization (PSO) for the constrained portfolio optimization problem
-
H. Zhu et al. Particle swarm optimization (PSO) for the constrained portfolio optimization problem Expert Systems with Applications 38 2011 10161 10169
-
(2011)
Expert Systems with Applications
, vol.38
, pp. 10161-10169
-
-
Zhu, H.1
-
68
-
-
84888298686
-
Boosted SVM for extracting rules from imbalanced data in application to prediction of the post-operative life expectancy in the lung cancer patients
-
M. Zieba, J.M. Tomczak, M. Lubicz, and J. Swiatek Boosted SVM for extracting rules from imbalanced data in application to prediction of the post-operative life expectancy in the lung cancer patients Applied Soft Computing 14 2014 99 108
-
(2014)
Applied Soft Computing
, vol.14
, pp. 99-108
-
-
Zieba, M.1
Tomczak, J.M.2
Lubicz, M.3
Swiatek, J.4
|