-
1
-
-
55349138530
-
-
University of California, Department of Information and Computer Science, Irvine, CA
-
A. Asuncion, D.J. Newman, UCI Repository of Machine Learning Databases, http://www.ics. uci.edu/-mlearn/mlrepository.html. University of California, Department of Information and Computer Science, Irvine, CA, (2008)
-
(2008)
UCI Repository of Machine Learning Databases
-
-
Asuncion, A.1
Newman, D.J.2
-
2
-
-
0035247432
-
A comparison of linear genetic programming and neural networks in medical data mining
-
DOI 10.1109/4235.910462, PII S1089778X0102135X
-
M. Brameier, W. Banzhaf, A comparison of linear genetic programming and neural networks in medical data mining. IEEE Trans. Evol. Comput. 5(1), 17-26 (2001) (Pubitemid 32330494)
-
(2001)
IEEE Transactions on Evolutionary Computation
, vol.5
, Issue.1
, pp. 17-26
-
-
Brameier, M.1
Banzhaf, W.2
-
3
-
-
3543081432
-
Evolving teams of predictors with linear genetic programming
-
M. Brameier, W. Banzhaf, Evolving teams of predictors with linear genetic programming. Genetic Progr. Evol. Mach. 2(4), 381-407 (2001)
-
(2001)
Genetic Progr. Evol. Mach.
, vol.2
, Issue.4
, pp. 381-407
-
-
Brameier, M.1
Banzhaf, W.2
-
4
-
-
79953289033
-
Autonomous virulence adaptation improves coevolutionary optimization
-
J. Cartlidge, D. Ait-Boudaoud, Autonomous virulence adaptation improves coevolutionary optimization. IEEE Trans. Evol. Comput. 15(2), 215-229 (2011)
-
(2011)
IEEE Trans. Evol. Comput.
, vol.15
, Issue.2
, pp. 215-229
-
-
Cartlidge, J.1
Ait-Boudaoud, D.2
-
5
-
-
33845291177
-
-
chapter 19 In ([19]
-
A. Chandra, H. Chen, X. Yao, Trade-off Between Diversity and Accuracy in Ensemble Generation, chapter 19, pp. 429-464, (2006). In ([19])
-
(2006)
Trade-off between Diversity and Accuracy in Ensemble Generation
, pp. 429-464
-
-
Chandra, A.1
Chen, H.2
Yao, X.3
-
7
-
-
34248162044
-
A monotonic archive for Pareto-coevolution
-
de E.D. Jong, A monotonic archive for Pareto-coevolution. Evol. Comput. 15(1), 61-93 (2007)
-
(2007)
Evol. Comput.
, vol.15
, Issue.1
, pp. 61-93
-
-
De Jong, E.D.1
-
8
-
-
47249113963
-
-
ed. by M. O'Neill et al. European Conference on Genetic Programming, volume 4971 of LNCS
-
J. Doucette, M.I. Heywood, in GP classification under imbalanced data sets: active sub-sampling and AUC approximation, ed. by M. O'Neill et al. European Conference on Genetic Programming, volume 4971 of LNCS, pp. 266-277, (2008)
-
(2008)
GP Classification under Imbalanced Data Sets: Active Sub-sampling and AUC Approximation
, pp. 266-277
-
-
Doucette, J.1
Heywood, M.I.2
-
9
-
-
80052660819
-
Evolving coevolutionary classifiers under large attribute spaces
-
R. Riolo, T. McConaghy, U.-M O'Reilly (eds) Springer, Berlin
-
J. Doucette, P. Lichodzijewski, M.I. Heywood, Evolving coevolutionary classifiers under large attribute spaces. In: R. Riolo, T. McConaghy, U.-M O'Reilly (eds) Genetic Programming Theory and Practice, volume VII, (Springer, Berlin, 2009) pp. 37-54.
-
(2009)
Genetic Programming Theory and Practice, Volume VII
, pp. 37-54
-
-
Doucette, J.1
Lichodzijewski, P.2
Heywood, M.I.3
-
10
-
-
33845993969
-
-
AAAI Workshop on Evaluation Methods for Machine Learning ed. by C. Drummond, W. Elazmeh, and N. Japkowicz
-
C. Drummond, Machine learning as an experimental science (revisited). AAAI Workshop on Evaluation Methods for Machine Learning ed. by C. Drummond, W. Elazmeh, and N. Japkowicz, pp. 1-5, (2006)
-
(2006)
Machine Learning As An Experimental Science (Revisited)
, pp. 1-5
-
-
Drummond, C.1
-
11
-
-
77249174228
-
A survey on the application of genetic programming to classification
-
P.G. Espejo, S. Ventura, F. Herrera, A survey on the application of genetic programming to classification. IEEE Trans. Syst. Man Cybern. Part C 40(2), 121-144 (2010)
-
(2010)
IEEE Trans. Syst. Man Cybern. Part C
, vol.40
, Issue.2
, pp. 121-144
-
-
Espejo, P.G.1
Ventura, S.2
Herrera, F.3
-
12
-
-
84949764863
-
Pareto optimality in coevolutionary learning
-
Advances in Artificial Life
-
S.G. Ficici, J.B. Pollack, in Pareto optimality in coevolutionary learning, ed. by J. Kelemen, P. Sosik. Proceedings of the 6th European Conference on Advances in Artificial Life volume 2159 of LNAI, pp. 316-325 (2001) (Pubitemid 33335271)
-
(2001)
Lecture Notes in Computer Science
, Issue.2159
, pp. 316-325
-
-
Ficici, S.G.1
Pollack, J.B.2
-
13
-
-
34548090779
-
Ensemble learning for free with evolutionary algorithms?
-
ed. by D. Thierens et al
-
C. Gagné, M. Sebag, M. Schoenauer, M. Tomassini, in Ensemble learning for free with evolutionary algorithms?, ed. by D. Thierens et al. Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1782-1788 (2007)
-
(2007)
Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 1782-1788
-
-
Gagné, C.1
Sebag, M.2
Schoenauer, M.3
Tomassini, M.4
-
14
-
-
34047166860
-
-
chapter 9 In ([15]
-
I. Guyon, S. Gunn, A.B. Hur, G. Dror, Design and Analysis of the NIPS2003 Challenge, chapter 9, pp. 237-263, (2006), In ([15])
-
(2006)
Design and Analysis of the NIPS2003 Challenge
, pp. 237-263
-
-
Guyon, I.1
Gunn, S.2
Hur, A.B.3
Dror, G.4
-
15
-
-
33745891586
-
-
Spinger, Berlin
-
I. Guyon, S. Gunn, M. Nikravesh, L. Zadeh (eds), Feature Selection: Foundations and Applications, volume 207 of Studies in Fuzziness and Soft Computing. (Spinger, Berlin, 2006)
-
(2006)
Feature Selection: Foundations and Applications, Volume 207 of Studies in Fuzziness and Soft Computing
-
-
Guyon, I.1
Gunn, S.2
Nikravesh, M.3
Zadeh, L.4
-
16
-
-
32144432078
-
Scaling large margin classifiers for spoken language understanding
-
DOI 10.1016/j.specom.2005.06.008, PII S0167639305001391, Spoken Language Understanding in Conversational Systems
-
P. Haffner, Scaling large margin classifiers for spoken language understanding. Speech Commun. 48, 239-261 (2006) (Pubitemid 43207399)
-
(2006)
Speech Communication
, vol.48
, Issue.3-4
, pp. 239-261
-
-
Haffner, P.1
-
17
-
-
84861097651
-
Fast kernel learning with sparse inverted index
-
L. Bottou, O. Chapelle, D. DeCoste, J. Weston (eds) MIT Press, Cambridge
-
P. Haffner, S. Kanthak, Fast kernel learning with sparse inverted index. In: L. Bottou, O. Chapelle, D. DeCoste, J. Weston (eds) Large-scale Kernel Machines, (MIT Press, Cambridge, 2007) pp. 51-71.
-
(2007)
Large-scale Kernel Machines
, pp. 51-71
-
-
Haffner, P.1
Kanthak, S.2
-
18
-
-
77952372211
-
Symbiogenesis as a mechanism for building complex adaptive systems: A review
-
ed. by C. Di Chio et al
-
M.I. Heywood, P. Lichodzijewski, in Symbiogenesis as a mechanism for building complex adaptive systems: a review, ed. by C. Di Chio et al. EvoComplex, volume 6024 of LNCS, pp. 51-60, (2010)
-
(2010)
EvoComplex, Volume 6024 of LNCS
, pp. 51-60
-
-
Heywood, M.I.1
Lichodzijewski, P.2
-
20
-
-
27144450271
-
Genetic programming-based construction of features for machine learning and knowledge discovery tasks
-
K. Krawiec, Genetic programming-based construction of features for machine learning and knowledge discovery tasks. Genetic Progr. Evol. Mach. 3(4), 329-343 (2002)
-
(2002)
Genetic Progr. Evol. Mach.
, vol.3
, Issue.4
, pp. 329-343
-
-
Krawiec, K.1
-
21
-
-
57349098204
-
Evolution of hyperheuristics for the biobjective 0/1 knapsack problem by multiobjective genetic programming
-
ed. by M. Keijzer et al
-
R. Kumar, A.H. Joshi, K.K. Banka, P.I. Rockett, in Evolution of hyperheuristics for the biobjective 0/1 knapsack problem by multiobjective genetic programming, ed. by M. Keijzer et al. Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1227-1234 (2008)
-
(2008)
Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 1227-1234
-
-
Kumar, R.1
Joshi, A.H.2
Banka, K.K.3
Rockett, P.I.4
-
22
-
-
34047125755
-
-
chapter 5 In ([15]
-
T.N. Lal, O. Chapelle, J. Weston, A. Elisseeff, Embedded Methods, chapter 5, pp. 137-165, (2006). In ([15])
-
(2006)
Embedded Methods
, pp. 137-165
-
-
Lal, T.N.1
Chapelle, O.2
Weston, J.3
Elisseeff, A.4
-
23
-
-
49049115131
-
GP on SPMD parallel graphics hardware for mega bioinformatics data mining
-
W.B. Langdon, A.P. Harrison, GP on SPMD parallel graphics hardware for mega bioinformatics data mining. Soft. Comput. 12(12), 1169-1183 (2008)
-
(2008)
Soft. Comput.
, vol.12
, Issue.12
, pp. 1169-1183
-
-
Langdon, W.B.1
Harrison, A.P.2
-
24
-
-
0003087782
-
The symbiotic phenotype: Origins and evolution
-
L. Margulis, R. Fester (eds) chapter 5, MIT Press, Cambridge
-
R. Law, The symbiotic phenotype: origins and evolution. In: L. Margulis, R. Fester (eds) Symbiosis as a Source of Evolutionary Innovation: Speciation and Morphogenesis, chapter 5, (MIT Press, Cambridge, 1991) pp. 57-71.
-
(1991)
Symbiosis As A Source of Evolutionary Innovation: Speciation and Morphogenesis
, pp. 57-71
-
-
Law, R.1
-
25
-
-
54849176200
-
Coevolutionary bid-based genetic programming for problem decomposition in classification
-
P. Lichodzijewski, M.I. Heywood, Coevolutionary bid-based genetic programming for problem decomposition in classification. Genetic Progr. Evol. Mach. 9(4), 331-365 (2008)
-
(2008)
Genetic Progr. Evol. Mach.
, vol.9
, Issue.4
, pp. 331-365
-
-
Lichodzijewski, P.1
Heywood, M.I.2
-
27
-
-
84927631610
-
The rubik cube and GP temporal sequence learning: An initial study
-
R. Riolo, T. Soule, B.i.l.l. Worzel (eds) chapter 3, Springer, Berlin
-
P. Lichodzijewski, M.I. Heywood, The Rubik Cube and GP temporal sequence learning: an initial study. In: R. Riolo, T. Soule, B.i.l.l. Worzel (eds) Genetic Programming Theory and Practice, volume VIII, chapter 3, (Springer, Berlin, 2010) pp. 35-54.
-
(2010)
Genetic Programming Theory and Practice, Volume VIII
, pp. 35-54
-
-
Lichodzijewski, P.1
Heywood, M.I.2
-
28
-
-
0034315099
-
Evolutionary ensembles with negative correlation learning
-
DOI 10.1109/4235.887237
-
Y. Liu, X. Yao, T. Higuchi, Evolutionary ensembles with negative correlation learning. IEEE Trans. Evol. Comput. 4(4), 380-387 (2000) (Pubitemid 32075189)
-
(2000)
IEEE Transactions on Evolutionary Computation
, vol.4
, Issue.4
, pp. 380-387
-
-
Liu, Y.1
Yao, X.2
Higuchi, T.3
-
31
-
-
77955883272
-
Pareto cooperative-competitive genetic programming: A classification benchmarking study
-
R. Riolo, T. Soule, B.i.l.l. Worzel (eds) chapter 4, Springer, Berlin
-
A. McIntyre, M.I. Heywood, Pareto cooperative-competitive genetic programming: a classification benchmarking study. In: R. Riolo, T. Soule, B.i.l.l. Worzel (eds) Genetic Programming Theory and Practice, volume VI, chapter 4, (Springer, Berlin, 2008) pp. 41-60.
-
(2008)
Genetic Programming Theory and Practice, Volume VI
, pp. 41-60
-
-
McIntyre, A.1
Heywood, M.I.2
-
32
-
-
79951561922
-
Classification as clustering: A Pareto cooperative-competitive GP approach
-
A. McIntyre, M.I. Heywood, Classification as clustering: a Pareto cooperative-competitive GP approach. Evol. Comput. 19(1), 137 (2011)
-
(2011)
Evol. Comput.
, vol.19
, Issue.1
, pp. 137
-
-
McIntyre, A.1
Heywood, M.I.2
-
35
-
-
10444270597
-
Forming neural networks through efficient and adaptive coevolution
-
D.E. Moriarty, R. Miikkulainen, Forming neural networks through efficient and adaptive coevolution. Evol. Comput. 5(4), 373-399 (1998)
-
(1998)
Evol. Comput.
, vol.5
, Issue.4
, pp. 373-399
-
-
Moriarty, D.E.1
Miikkulainen, R.2
-
36
-
-
2542575116
-
Pareto coevolution: Using performance against coevolved opponents in a game as dimensions for Pareto selection
-
eds. by L. Spector et al
-
J. Noble, R. A. Watson. in Pareto coevolution: using performance against coevolved opponents in a game as dimensions for Pareto selection, eds. by L. Spector et al. Proceedings of the Genetic and Evolutionary Computation Conference, pp. 493-500 (2001)
-
(2001)
Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 493-500
-
-
Noble, J.1
Watson, R.A.2
-
37
-
-
0034153728
-
Cooperative coevolution: An architecture for evolving coadapted subcomponents
-
M. Potter, de K. Jong, Cooperative coevolution: an architecture for evolving coadapted subcomponents. Evol. Comput. 8(1), 1-29 (2000)
-
(2000)
Evol. Comput.
, vol.8
, Issue.1
, pp. 1-29
-
-
Potter, M.1
De Jong, K.2
-
38
-
-
0031082536
-
New methods for competitive coevolution
-
C.D. Rosin, R.K. Belew, New methods for competitive coevolution. Evol. Comput. 5(1), 1-29 (1997) (Pubitemid 127717836)
-
(1997)
Evolutionary Computation
, vol.5
, Issue.1
, pp. 1-29
-
-
Rosin, C.D.1
Belew, R.K.2
-
39
-
-
27944437848
-
Genetic programming with a genetic algorithm for feature construction and selection
-
DOI 10.1007/s10710-005-2988-7
-
M.G. Smith, L. Bull, Genetic programming with a genetic algorithm for feature construction and selection. Genetic Progr. Evol. Mach. 6(3), 265-281 (2005) (Pubitemid 41677284)
-
(2005)
Genetic Programming and Evolvable Machines
, vol.6
, Issue.3
, pp. 265-281
-
-
Smith, M.G.1
Bull, L.2
-
40
-
-
34548095140
-
Novel ways of improving cooperation and performance in ensemble classifiers
-
DOI 10.1145/1276958.1277293, Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
-
R. Thomason, T. Soule, in Novel ways of improving cooperation and performance in ensemble classifiers, eds. by D. Therens et al. Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1708-1715 (2007) (Pubitemid 47291782)
-
(2007)
Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
, pp. 1708-1715
-
-
Thomason, R.1
Soule, T.2
-
41
-
-
1442275185
-
Learning when training data are costly: The effect of class distribution on tree induction
-
G.M. Weiss, R. Provost, Learning when training data are costly: the effect of class distribution on tree induction. J. Articial Intell. Res. 19, 315-354 (2003) (Pubitemid 41525924)
-
(2003)
Journal of Artificial Intelligence Research
, vol.19
, pp. 315-354
-
-
Weiss, G.M.1
Provost, F.2
-
42
-
-
0035458777
-
Local reinforcement and recombination in classifier systems
-
T.H. Westerdale, Local reinforcement and recombination in classifier systems. Evol. Comput. 9(3), 259-281 (2001)
-
(2001)
Evol. Comput.
, vol.9
, Issue.3
, pp. 259-281
-
-
Westerdale, T.H.1
-
43
-
-
0026692226
-
Stacked generalization
-
D.H. Wolpert, Stacked generalization. Neural Netw. 5(2), 241-259 (1992)
-
(1992)
Neural Netw.
, vol.5
, Issue.2
, pp. 241-259
-
-
Wolpert, D.H.1
-
46
-
-
62249094556
-
A generic multi-dimensional feature extraction method using multi-objective genetic programming
-
Y. Zhang, P.I. Rockett, A generic multi-dimensional feature extraction method using multi-objective genetic programming. Evol. Comput. 17(1), 89-115 (2009)
-
(2009)
Evol. Comput.
, vol.17
, Issue.1
, pp. 89-115
-
-
Zhang, Y.1
Rockett, P.I.2
|