-
1
-
-
0001747145
-
Competitive environments evolve better solutions for complex tasks
-
Urbana-Champaign, IL, USA
-
P.J. Angeline and J.B. Pollack, "Competitive environments evolve better solutions for complex tasks", in Proceedings of the Fifth International Conference on Genetic Algorithms, Urbana-Champaign, IL, USA, 1993, pp. 264-270.
-
(1993)
Proceedings of the Fifth International Conference on Genetic Algorithms
, pp. 264-270
-
-
Angeline, P.J.1
Pollack, J.B.2
-
2
-
-
35248852487
-
Evolving multiple discretizations with adaptive intervals for a Pittsburgh rule-based learning classifier system
-
(LNCS 2724), Berlin: Springer-Verlag
-
J. Bacardit and J.M. Garrrell, "Evolving multiple discretizations with adaptive intervals for a Pittsburgh rule-based learning classifier system", in Proceedings of the Genetic and Evolutionary Computation Conference, (LNCS 2724), Berlin: Springer-Verlag, 2003, pp. 1818-1831.
-
(2003)
Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 1818-1831
-
-
Bacardit, J.1
Garrrell, J.M.2
-
3
-
-
0003479517
-
-
San Francisco, CA: Morgan Kaufmann
-
W. Banzhaf, P. Nordin, R.E. Keller and F.D. Francone, Genetic Programming: an Introduction on the Automatic Evolution of Computer Programs and its Applications, San Francisco, CA: Morgan Kaufmann, 1998.
-
(1998)
Genetic Programming: An Introduction on the Automatic Evolution of Computer Programs and Its Applications
-
-
Banzhaf, W.1
Nordin, P.2
Keller, R.E.3
Francone, F.D.4
-
4
-
-
33749020767
-
Data mining using learning classifier systems
-
A. Barry, J. Holmes and X. Llorà, "Data mining using learning classifier systems", Appl. Learn. Classif. Sys., 150, pp. 15-67, 2004.
-
(2004)
Appl. Learn. Classif. Sys.
, vol.150
, pp. 15-67
-
-
Barry, A.1
Holmes, J.2
Llorà, X.3
-
5
-
-
84949196940
-
XCS and GALE: A comparative study of two learning classifier systems on data mining
-
Advances in Learning Classifier Systems, P. Lanzi, W. Stolzmann and S. Wilson, Eds, 4th International Workshop, New York: Springer
-
E. Bernadó, X. Llorà, and J.M. Garrell, "XCS and GALE: a comparative study of two learning classifier systems on data mining", in Advances in Learning Classifier Systems, P. Lanzi, W. Stolzmann and S. Wilson, Eds, 4th International Workshop, volume 2321 of Lecture Notes in Artificial Intelligence, New York: Springer, 2001, pp. 115-132.
-
(2001)
Lecture Notes in Artificial Intelligence
, vol.2321
, pp. 115-132
-
-
Bernadó, E.1
Llorà, X.2
Garrell, J.M.3
-
6
-
-
0034235633
-
Genetic programming for knowledge discovery in chest-pain diagnosis
-
C.C. Bojarczuk, H.S. Lopes and A.A. Freitas, "Genetic programming for knowledge discovery in chest-pain diagnosis", IEEE Eng. Med. Biol. Mag., 4, pp. 38-4, 2000.
-
(2000)
IEEE Eng. Med. Biol. Mag.
, vol.4
, pp. 38-44
-
-
Bojarczuk, C.C.1
Lopes, H.S.2
Freitas, A.A.3
-
7
-
-
0035247432
-
A comparison of linear genetic programming neural networks in medical data mining
-
M. Brameier and W. Banzhaf, "A comparison of linear genetic programming neural networks in medical data mining", IEEE Trans. Evolut. Comp., 5, pp. 17-26, 2001.
-
(2001)
IEEE Trans. Evolut. Comp.
, vol.5
, pp. 17-26
-
-
Brameier, M.1
Banzhaf, W.2
-
8
-
-
2442678897
-
A genetic algorithm for discovering small disjunct rules in data mining
-
D.R. Carvalho and A.A. Freitas, "A genetic algorithm for discovering small disjunct rules in data mining", Appl. Soft Comp., 2, pp. 75-88, 2002.
-
(2002)
Appl. Soft Comp.
, vol.2
, pp. 75-88
-
-
Carvalho, D.R.1
Freitas, A.A.2
-
9
-
-
33749037385
-
A hybrid decision tree/genetic algorithm method for data mining
-
D.R. Carvalho and A.A. Freitas, "A hybrid decision tree/genetic algorithm method for data mining", Inform. Sci., 63, pp. 77-86, 2004.
-
(2004)
Inform. Sci.
, vol.63
, pp. 77-86
-
-
Carvalho, D.R.1
Freitas, A.A.2
-
10
-
-
84901421802
-
Rule acquisition with a genetic algorithm
-
Washington DC
-
R. Cattral, F. Oppacher and D. Deugo, "Rule acquisition with a genetic algorithm", in Proceedings of the 1999 Congress on Evolutionary Computation, Vol. 1, Washington DC, 1999, pp. 125-129.
-
(1999)
Proceedings of the 1999 Congress on Evolutionary Computation
, vol.1
, pp. 125-129
-
-
Cattral, R.1
Oppacher, F.2
Deugo, D.3
-
11
-
-
0001929348
-
Assistant-86: A knowledge-elicitation tool for sophisticated users
-
Bratko, L., Ed., Imprint: Belmont, Calif: Wadsworth International Group, Boston: Duxburg Press
-
G. Cestnik, I. Konenenko and I. Bratko, "Assistant-86: a knowledge-elicitation tool for sophisticated users", in Machine Learning, Sigma Press, Bratko, L., Ed., Imprint: Belmont, Calif: Wadsworth International Group, Boston: Duxburg Press, 1983, pp. 31-45.
-
(1983)
Machine Learning, Sigma Press
, pp. 31-45
-
-
Cestnik, G.1
Konenenko, I.2
Bratko, I.3
-
12
-
-
0003780340
-
-
Pacific, CA: Wadsworth & Brooks/Cole
-
J.M. Chambers, W.S. Cleveland, B. Kleiner and P.A. Turkey, Graphical Methods for Data Analysis, Pacific, CA: Wadsworth & Brooks/Cole, 1983.
-
(1983)
Graphical Methods for Data Analysis
-
-
Chambers, J.M.1
Cleveland, W.S.2
Kleiner, B.3
Turkey, P.A.4
-
13
-
-
0033676160
-
Classification of epidemiological data: A comparison of genetic algorithm and decision tree approaches
-
La Jolla, CA, USA
-
C.B. Congdon, "Classification of epidemiological data: a comparison of genetic algorithm and decision tree approaches", in Proceedings of the IEEE Congress on Evolutionary Computation, Vol. 1, La Jolla, CA, USA, 2000, pp. 442-449.
-
(2000)
Proceedings of the IEEE Congress on Evolutionary Computation
, vol.1
, pp. 442-449
-
-
Congdon, C.B.1
-
14
-
-
0036079474
-
Discovering interesting classification rules with genetic programming
-
I. De Falco, A. Della Cioppa and E. Tarantino, "Discovering interesting classification rules with genetic programming", Appl. Soft Comp., 23, pp. 1-13, 2002.
-
(2002)
Appl. Soft Comp.
, vol.23
, pp. 1-13
-
-
De Falco, I.1
Della Cioppa, A.2
Tarantino, E.3
-
15
-
-
0027696338
-
Using genetic algorithms for concept learning
-
K.A. De Jong, W.M. Spears and D.F. Gordon, "Using genetic algorithms for concept learning", Machine Learn., 13, pp. 161-188, 1993.
-
(1993)
Machine Learn.
, vol.13
, pp. 161-188
-
-
De Jong, K.A.1
Spears, W.M.2
Gordon, D.F.3
-
16
-
-
0030719324
-
Data mining and knowledge discovery in databases: Implications for scientific databases
-
Olympia, WA, USA
-
U. Fayyad, "Data mining and knowledge discovery in databases: implications for scientific databases", in Proceedings of the Ninth International Conference on Scientific and Statistical Database Management, Olympia, WA, USA, 1997, pp. 2-11.
-
(1997)
Proceedings of the Ninth International Conference on Scientific and Statistical Database Management
, pp. 2-11
-
-
Fayyad, U.1
-
17
-
-
0033671768
-
Discovering comprehensible classification rules with a genetic algorithm
-
La Jolla, CA, USA
-
M.V. Fidelis, H.S. Lopes and A.A. Freitas, "Discovering comprehensible classification rules with a genetic algorithm", in Proceedings of IEEE Congress on Evolutionary Computation, Vol. 1, La Jolla, CA, USA, 2000, pp. 805-810.
-
(2000)
Proceedings of IEEE Congress on Evolutionary Computation
, vol.1
, pp. 805-810
-
-
Fidelis, M.V.1
Lopes, H.S.2
Freitas, A.A.3
-
18
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
R.A. Fisher, "The use of multiple measurements in taxonomic problems", Ann. Eugen., 7, pp. 179-188, 1936.
-
(1936)
Ann. Eugen.
, vol.7
, pp. 179-188
-
-
Fisher, R.A.1
-
19
-
-
0002129041
-
Generating accurate rule sets without global optimization
-
Madison, WI, USA
-
E. Frank and I.H. Witten, "Generating accurate rule sets without global optimization", in Proceedings of the Fifteenth International Conference Machine Learning (ICML'98), Madison, WI, USA, 1998, pp. 144-151.
-
(1998)
Proceedings of the Fifteenth International Conference Machine Learning (ICML'98)
, pp. 144-151
-
-
Frank, E.1
Witten, I.H.2
-
20
-
-
0035500276
-
Understanding the crucial role of attribute interaction in data mining
-
A.A. Freitas, "Understanding the crucial role of attribute interaction in data mining", Artif. Intellig. Rev., 16, pp. 177-199, 2001.
-
(2001)
Artif. Intellig. Rev.
, vol.16
, pp. 177-199
-
-
Freitas, A.A.1
-
21
-
-
0012141368
-
A survey of evolutionary algorithms for data mining and knowledge discovery
-
A. Ghosh and S. Tsutsui, Eds, Berlin: Springer-Verlag
-
A.A. Freitas, "A survey of evolutionary algorithms for data mining and knowledge discovery", in Advances in Evolutionary Compulation, A. Ghosh and S. Tsutsui, Eds, Berlin: Springer-Verlag, 2002a, pp. 819-845.
-
(2002)
Advances in Evolutionary Compulation
, pp. 819-845
-
-
Freitas, A.A.1
-
23
-
-
0012176385
-
A clustering genetic algorithm for extracting rules from supervised neural network models in data mining tasks
-
E.R. Hruschka and N.F.F. Ebecken, "A clustering genetic algorithm for extracting rules from supervised neural network models in data mining tasks", Inter. J. Comp., Syst. Sig., 1, pp. 17-29, 2000.
-
(2000)
Inter. J. Comp., Syst. Sig.
, vol.1
, pp. 17-29
-
-
Hruschka, E.R.1
Ebecken, N.F.F.2
-
26
-
-
0346781550
-
Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining
-
H. Ishibuchi and T. Yamamoto, "Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining", Fuzzy Sets Sys., 141, pp. 59-88, 2004.
-
(2004)
Fuzzy Sets Sys.
, vol.141
, pp. 59-88
-
-
Ishibuchi, H.1
Yamamoto, T.2
-
27
-
-
0035426682
-
Three-objective genetic-based machine learning for linguistic rule extraction
-
H. Ishibuchi, T. Nakashima and T. Murata, "Three-objective genetic-based machine learning for linguistic rule extraction", Inform. Sci., 136, pp. 109-133, 2001.
-
(2001)
Inform. Sci.
, vol.136
, pp. 109-133
-
-
Ishibuchi, H.1
Nakashima, T.2
Murata, T.3
-
29
-
-
35048891596
-
Credit assignment among neurons in co-evolving populations
-
Birmingham, UK
-
V. Khare, X. Yao and B. Sendhoff, "Credit assignment among neurons in co-evolving populations", in Proceedings of the Parallel Problem Solving from Nature VIII Conference, Birmingham, UK, 2004 pp. 882-891.
-
(2004)
Proceedings of the Parallel Problem Solving from Nature VIII Conference
, pp. 882-891
-
-
Khare, V.1
Yao, X.2
Sendhoff, B.3
-
30
-
-
0034266799
-
Application of genetic programming for multicategory pattern classification
-
J.K. Kishore, L.M. Patnaik, V. Mani and V.K. Agrawal, "Application of genetic programming for multicategory pattern classification", IEEE Trans. Evolut. Comp., 4, pp. 242-258, 2000.
-
(2000)
IEEE Trans. Evolut. Comp.
, vol.4
, pp. 242-258
-
-
Kishore, J.K.1
Patnaik, L.M.2
Mani, V.3
Agrawal, V.K.4
-
31
-
-
0042142413
-
An extension to the XCS classifier system for stochastic environments
-
San Francisco, CA: Morgan Kaufmann
-
P.L. Lanzi and M. Colombetti, "An extension to the XCS classifier system for stochastic environments", in Proceedings of the Genetic and Evolutionary Computation Conference, San Francisco, CA: Morgan Kaufmann, 1999, pp. 353-360.
-
(1999)
Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 353-360
-
-
Lanzi, P.L.1
Colombetti, M.2
-
32
-
-
0000732964
-
Extending the representation of classifier conditions, part If: From messy coding to s-expression
-
San Francisco, CA: Morgan Kaufmann
-
P.L. Lanzi and A. Perrucci, "Extending the representation of classifier conditions, part If: from messy coding to s-expression", in Proceedings of the Genetic and Evolutionary Computation Conference, San Francisco, CA: Morgan Kaufmann, 1999, pp. 345-352.
-
(1999)
Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 345-352
-
-
Lanzi, P.L.1
Perrucci, A.2
-
35
-
-
75149189017
-
Discovering fuzzy classification rules with genetic programming and co-evolution
-
New York: Springer-Verlag
-
R.R.F. Mendes, F.B. Voznika, A.A. Freitas and J.C. Nievola, "Discovering fuzzy classification rules with genetic programming and co-evolution", Principles of Data Mining and Knowledge Discovery (Proc. 5th European Conf., PKDD 2001) - Lecture Notes in Artificial Intelligence 2168, New York: Springer-Verlag, 2001, pp. 314-325.
-
(2001)
Principles of Data Mining and Knowledge Discovery (Proc. 5th European Conf., PKDD 2001) - Lecture Notes in Artificial Intelligence
, vol.2168
, pp. 314-325
-
-
Mendes, R.R.F.1
Voznika, F.B.2
Freitas, A.A.3
Nievola, J.C.4
-
40
-
-
84901456921
-
Discovering interesting prediction rules with a genetic algorithm
-
Washington DC
-
E. Noda, A.A. Freitas and H.S. Lopes, "Discovering interesting prediction rules with a genetic algorithm", in Proceedings of the IEEE Conference on Evolutionary Computation, Washington DC, 1999, pp. 1322-1329.
-
(1999)
Proceedings of the IEEE Conference on Evolutionary Computation
, pp. 1322-1329
-
-
Noda, E.1
Freitas, A.A.2
Lopes, H.S.3
-
41
-
-
0035483857
-
Fuzzy CoCo: A cooperative-coevolutionary approach to fuzzy modelling
-
C.A. Peña-Reyes and M. Sipper, "Fuzzy CoCo: a cooperative-coevolutionary approach to fuzzy modelling", IEEE Trans Fuzzy Sys., 9, pp. 727-737, 2001.
-
(2001)
IEEE Trans Fuzzy Sys.
, vol.9
, pp. 727-737
-
-
Peña-Reyes, C.A.1
Sipper, M.2
-
42
-
-
85027492413
-
A cooperative coevolutionary approach to function optimization
-
Jerusalem, Israel
-
M.A. Potter and K.A. De Jong, "A cooperative coevolutionary approach to function optimization", in Proceedings of the Parallel Problem Solving from Nature III Conference, Jerusalem, Israel, 1994, pp. 249-257.
-
(1994)
Proceedings of the Parallel Problem Solving from Nature III Conference
, pp. 249-257
-
-
Potter, M.A.1
De Jong, K.A.2
-
43
-
-
0034153728
-
Cooperative coevolution: An architecture for evolving coadapted subcomponents
-
M.A. Potter and K.A. De Jong, "Cooperative coevolution: an architecture for evolving coadapted subcomponents", Evolut. Comp., 8, pp. 129, 2000.
-
(2000)
Evolut. Comp.
, vol.8
, pp. 129
-
-
Potter, M.A.1
De Jong, K.A.2
-
44
-
-
84949524918
-
A genetic classifier tool
-
Santiago, Chile
-
A.R. Pozo and M. Hasse, "A genetic classifier tool", in Proceedings of the 20th International Conference of the Chilean Computer Science Society, Santiago, Chile, 2000, pp. 14-23.
-
(2000)
Proceedings of the 20th International Conference of the Chilean Computer Science Society
, pp. 14-23
-
-
Pozo, A.R.1
Hasse, M.2
-
45
-
-
0029412003
-
Some notes on neural learning algorithm benchmarking
-
L. Prechelt, "Some notes on neural learning algorithm benchmarking", Neuralcomputing, 9, pp. 343-347, 1995.
-
(1995)
Neuralcomputing
, vol.9
, pp. 343-347
-
-
Prechelt, L.1
-
47
-
-
0031082536
-
New methods for competitive coevolution
-
C.D. Rosin and R.K. Belew, "New methods for competitive coevolution", Evolut. Camp., 5, pp. 1-29, 1997.
-
(1997)
Evolut. Camp.
, vol.5
, pp. 1-29
-
-
Rosin, C.D.1
Belew, R.K.2
-
48
-
-
0033665636
-
Searching the forest: Using decision trees as building blocks for evolutionary search in classification databases
-
California, CA, USA
-
S.E. Rouwhorst and A.P. Engelbrecht, "Searching the forest: using decision trees as building blocks for evolutionary search in classification databases", in Proceedings of the IEEE Congress on Evolutionary Computation, Vol. 1, California, CA, USA, 2000, pp. 633-638.
-
(2000)
Proceedings of the IEEE Congress on Evolutionary Computation
, vol.1
, pp. 633-638
-
-
Rouwhorst, S.E.1
Engelbrecht, A.P.2
-
49
-
-
0008090991
-
XCS and the monk's problems
-
P.L. Lanzi W. Stolzmann and S.W. Wilson, Eds, Berlin: Springer-Verlag
-
S. Saxon and A. Barry, "XCS and the monk's problems", Learning Classifier Systems, From Foundations to Applications Lecture Notes in Artificial Intelligence (LNAI-1813), P.L. Lanzi W. Stolzmann and S.W. Wilson, Eds, Berlin: Springer-Verlag, 2000, pp. 223-242.
-
(2000)
Learning Classifier Systems, from Foundations to Applications Lecture Notes in Artificial Intelligence (LNAI-1813)
, pp. 223-242
-
-
Saxon, S.1
Barry, A.2
-
50
-
-
0342378106
-
NeuroLinear from neural networks to oblique decision rules
-
R. Setiono and H. Liu, "NeuroLinear from neural networks to oblique decision rules", Neurocomputing, 17, pp. 1-24, 1997.
-
(1997)
Neurocomputing
, vol.17
, pp. 1-24
-
-
Setiono, R.1
Liu, H.2
-
51
-
-
84901397751
-
Mining multiple comprehensible classification rules using genetic programming
-
Honolulu, Hawaii
-
K.C. Tan, A. Tay, T.H. Lee and C.M. Heng, "Mining multiple comprehensible classification rules using genetic programming", in Proceedings of the IEEE Congress on Evolutionary Computation, Honolulu, Hawaii, 2002a, pp. 1302-1307.
-
(2002)
Proceedings of the IEEE Congress on Evolutionary Computation
, pp. 1302-1307
-
-
Tan, K.C.1
Tay, A.2
Lee, T.H.3
Heng, C.M.4
-
52
-
-
0036607084
-
Evolutionary algorithms for multi-objective optimization: Performance assessments and comparisons
-
K.C. Tan, T.H. Lee and E.F. Khor, "Evolutionary algorithms for multi-objective optimization: performance assessments and comparisons", Artif. Intellig. Rev., 17, pp. 251-290, 2002b.
-
(2002)
Artif. Intellig. Rev.
, vol.17
, pp. 251-290
-
-
Tan, K.C.1
Lee, T.H.2
Khor, E.F.3
-
53
-
-
0037291442
-
Evolutionary computing for knowledge discovery in medical diagnosis
-
K.C. Tan, Q. Yu, C.M. Heng and T.H. Lee, "Evolutionary computing for knowledge discovery in medical diagnosis", Artif. Intellig. Med., 27, pp. 129-154, 2003.
-
(2003)
Artif. Intellig. Med.
, vol.27
, pp. 129-154
-
-
Tan, K.C.1
Yu, Q.2
Heng, C.M.3
Lee, T.H.4
-
54
-
-
33745167714
-
A dual-objective evolutionary algorithm for rules extraction in data mining
-
K.C. Tan, Q. Yu and J.H. Ang, "A dual-objective evolutionary algorithm for rules extraction in data mining", Comput. Optim. Appl., 34, pp. 273-294, 2006.
-
(2006)
Comput. Optim. Appl.
, vol.34
, pp. 273-294
-
-
Tan, K.C.1
Yu, Q.2
Ang, J.H.3
-
55
-
-
0000582194
-
Integrating membership functions and fuzzy rule sets from multiple knowledge sources
-
C.H. Wang, T.P. Hong and S.S. Tseng, "Integrating membership functions and fuzzy rule sets from multiple knowledge sources", Fuzzy Sets Sys., 112, pp. 141-154, 2000.
-
(2000)
Fuzzy Sets Sys.
, vol.112
, pp. 141-154
-
-
Wang, C.H.1
Hong, T.P.2
Tseng, S.S.3
-
56
-
-
0001387704
-
Classifier fitness based on accuracy
-
S.W. Wilson, "Classifier fitness based on accuracy", Evolut. Camp., 3, pp. 149-175, 1995.
-
(1995)
Evolut. Camp.
, vol.3
, pp. 149-175
-
-
Wilson, S.W.1
-
57
-
-
0042643357
-
Get real! XCS with continuous-valued inputs
-
P.L. Lanzi, W. Stolzmann and S.W. Wilson, Eds, Berlin: Springer-Verlag
-
S.W. Wilson, "Get real! XCS with continuous-valued inputs", Learning Classifier Systems. From Foundations to Applications Lecture Notes in Artificial Intelligence (LNAI-1813), P.L. Lanzi, W. Stolzmann and S.W. Wilson, Eds, Berlin: Springer-Verlag, 2000, pp. 209-222.
-
(2000)
Learning Classifier Systems. From Foundations to Applications Lecture Notes in Artificial Intelligence (LNAI-1813)
, pp. 209-222
-
-
Wilson, S.W.1
-
60
-
-
0035479669
-
A flexible knowledge discovery system using genetic programming and logic grammars
-
M.L. Wong, "A flexible knowledge discovery system using genetic programming and logic grammars", Dec. Sup. Syst., 31, pp. 405-428, 2001.
-
(2001)
Dec. Sup. Syst.
, vol.31
, pp. 405-428
-
-
Wong, M.L.1
-
61
-
-
0031143030
-
A new evolutionary system for evolving artificial neural networks
-
X. Yao and Y. Liu, "A new evolutionary system for evolving artificial neural networks", IEEE Trans. Neural Netw., 8, pp. 694-713, 1997.
-
(1997)
IEEE Trans. Neural Netw.
, vol.8
, pp. 694-713
-
-
Yao, X.1
Liu, Y.2
|