-
3
-
-
0002640910
-
Hybrid learning using genetic algorithms and decision trees for pattern classification
-
Bala J, Huang J, Vafaie H, DeJong K, Wechsler H (1995) Hybrid learning using genetic algorithms and decision trees for pattern classification. In: Proc of the int jnt conf on artificial intelligence, pp 19-25
-
(1995)
Proc of the Int Jnt Conf on Artificial Intelligence
, pp. 19-25
-
-
Bala, J.1
Huang, J.2
Vafaie, H.3
Dejong, K.4
Wechsler, H.5
-
5
-
-
0003406581
-
-
Jinritamgu Publishing Seoul
-
Chang J, Jung Y, Yeon K, Jun J, Shin D, Kim H (1996) Technical indicators and analysis methods. Jinritamgu Publishing, Seoul
-
(1996)
Technical Indicators and Analysis Methods
-
-
Chang, J.1
Jung, Y.2
Yeon, K.3
Jun, J.4
Shin, D.5
Kim, H.6
-
6
-
-
0037404567
-
Application of neural networks to an emerging financial market: Forecasting and trading the Taiwan Stock Index
-
1046.91056 10.1016/S0305-0548(02)00037-0
-
AS Chen MT Leung H Daouk 2003 Application of neural networks to an emerging financial market: forecasting and trading the Taiwan Stock Index Comput Oper Res 30 6 901 923 1046.91056 10.1016/S0305-0548(02)00037-0
-
(2003)
Comput Oper Res
, vol.30
, Issue.6
, pp. 901-923
-
-
Chen, A.S.1
Leung, M.T.2
Daouk, H.3
-
8
-
-
0001188106
-
Artificial neural networks in accounting and finance: Modeling issues
-
10.1002/1099-1174(200006)9:2<119::AID-ISAF182>3.0.CO;2-Y
-
JR Coakley CE Brown 2000 Artificial neural networks in accounting and finance: modeling issues Int J Intell Syst Account Finance Manag 9 2 119 144 10.1002/1099-1174(200006)9:2<119::AID-ISAF182>3.0.CO;2-Y
-
(2000)
Int J Intell Syst Account Finance Manag
, vol.9
, Issue.2
, pp. 119-144
-
-
Coakley, J.R.1
Brown, C.E.2
-
10
-
-
0013326060
-
Feature selection methods for classifications
-
10.1016/S1088-467X(97)00008-5
-
M Dash H Liu 1997 Feature selection methods for classifications Intell Data Anal 1 3 131 156 10.1016/S1088-467X(97)00008-5
-
(1997)
Intell Data Anal
, vol.1
, Issue.3
, pp. 131-156
-
-
Dash, M.1
Liu, H.2
-
12
-
-
0001959496
-
The use of parsimonious neural networks for forecasting financial time series
-
R Dorsey R Sexton 1998 The use of parsimonious neural networks for forecasting financial time series J Comput Intell Finance 6 1 24 31
-
(1998)
J Comput Intell Finance
, vol.6
, Issue.1
, pp. 24-31
-
-
Dorsey, R.1
Sexton, R.2
-
14
-
-
0042687841
-
Neural nets trained by genetic algorithms for collision avoidance
-
10.1023/A:1026507809196
-
N Durand J Alliot F Medioni 2000 Neural nets trained by genetic algorithms for collision avoidance Appl Intell 13 205 213 10.1023/A: 1026507809196
-
(2000)
Appl Intell
, vol.13
, pp. 205-213
-
-
Durand, N.1
Alliot, J.2
Medioni, F.3
-
17
-
-
0000195251
-
Comparing backpropagation with a genetic algorithm for neural network training
-
10.1016/S0305-0483(99)00027-4
-
JND Gupta RS Sexton 1999 Comparing backpropagation with a genetic algorithm for neural network training Omega-Int J Manage Sci 27 6 679 684 10.1016/S0305-0483(99)00027-4
-
(1999)
Omega-Int J Manage Sci
, vol.27
, Issue.6
, pp. 679-684
-
-
Gupta, J.N.D.1
Sexton, R.S.2
-
18
-
-
0012839221
-
Comparative performance of backpropagation networks designed by genetic algorithms and heuristics
-
10.1002/(SICI)1099-1174(199806)7:2<69::AID-ISAF143>3.0.CO;2-2
-
JV Hansen 1998 Comparative performance of backpropagation networks designed by genetic algorithms and heuristics Int J Intell Syst Account Finance Manag 7 2 69 79 10.1002/(SICI)1099-1174(199806)7:2<69::AID-ISAF143>3.0. CO;2-2
-
(1998)
Int J Intell Syst Account Finance Manag
, vol.7
, Issue.2
, pp. 69-79
-
-
Hansen, J.V.1
-
19
-
-
0037354136
-
Forecasting and recombining time-series components by using neural networks
-
1171.91369 10.1057/palgrave.jors.2601523
-
JV Hansen RD Nelson 2003 Forecasting and recombining time-series components by using neural networks J Oper Res Soc 54 3 307 317 1171.91369 10.1057/palgrave.jors.2601523
-
(2003)
J Oper Res Soc
, vol.54
, Issue.3
, pp. 307-317
-
-
Hansen, J.V.1
Nelson, R.D.2
-
20
-
-
0033906655
-
Predicting aflatoxin contamination in peanuts: A genetic algorithm/neural network approach
-
10.1023/A:1008310906900
-
CE Henderson WD Potter RW McClendon G Hoogenboom 2000 Predicting aflatoxin contamination in peanuts: a genetic algorithm/neural network approach Appl Intell 12 183 192 10.1023/A:1008310906900
-
(2000)
Appl Intell
, vol.12
, pp. 183-192
-
-
Henderson, C.E.1
Potter, W.D.2
McClendon, R.W.3
Hoogenboom, G.4
-
21
-
-
0030167785
-
Simultaneous design and training of ontogenic neural network classifiers
-
0854.68087 10.1016/0305-0548(95)00058-5
-
JP Ignizio R Soltys 1996 Simultaneous design and training of ontogenic neural network classifiers Comput Oper Res 23 6 535 546 0854.68087 10.1016/0305-0548(95)00058-5
-
(1996)
Comput Oper Res
, vol.23
, Issue.6
, pp. 535-546
-
-
Ignizio, J.P.1
Soltys, R.2
-
22
-
-
0033876385
-
Variable hidden layer sizing in Elman recurrent neuro-evolution
-
10.1023/A:1008315023738
-
K Kaikhah R Garlick 2000 Variable hidden layer sizing in Elman recurrent neuro-evolution Appl Intell 12 193 205 10.1023/A:1008315023738
-
(2000)
Appl Intell
, vol.12
, pp. 193-205
-
-
Kaikhah, K.1
Garlick, R.2
-
23
-
-
0034249322
-
Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index
-
1748999 10.1016/S0957-4174(00)00027-0
-
K Kim I Han 2000 Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index Expert Syst Appl 19 2 125 132 1748999 10.1016/S0957-4174(00)00027-0
-
(2000)
Expert Syst Appl
, vol.19
, Issue.2
, pp. 125-132
-
-
Kim, K.1
Han, I.2
-
24
-
-
17744373086
-
Evolutionary radial basis functions for credit assessment
-
10.1007/s10791-005-6617-0
-
E Lacerda ACPLF Carvalho AP Braga TB Ludermir 2005 Evolutionary radial basis functions for credit assessment Appl Intell 22 167 181 10.1007/s10791-005-6617-0
-
(2005)
Appl Intell
, vol.22
, pp. 167-181
-
-
Lacerda, E.1
Acplf, C.2
Braga, A.P.3
Ludermir, T.B.4
-
25
-
-
0037276988
-
Tuning of the structure and parameters of a neural network using an improved genetic algorithm
-
10.1109/TNN.2002.804317
-
FHF Leung HK Lam SH Ling PKS Tam 2003 Tuning of the structure and parameters of a neural network using an improved genetic algorithm IEEE Trans Neural Netw 14 1 79 88 10.1109/TNN.2002.804317
-
(2003)
IEEE Trans Neural Netw
, vol.14
, Issue.1
, pp. 79-88
-
-
Leung, F.H.F.1
Lam, H.K.2
Ling, S.H.3
Tam, P.K.S.4
-
26
-
-
0032025353
-
Feature transformation and subset selection
-
10.1109/MIS.1998.671088
-
H Liu H Motoda 1998 Feature transformation and subset selection IEEE Intell Syst Their Appl 13 2 26 28 10.1109/MIS.1998.671088
-
(1998)
IEEE Intell Syst Their Appl
, vol.13
, Issue.2
, pp. 26-28
-
-
Liu, H.1
Motoda, H.2
-
27
-
-
0030079092
-
Dimensionality reduction via discretization
-
10.1016/0950-7051(95)01030-0
-
H Liu R Setiono 1996 Dimensionality reduction via discretization Knowl-Based Syst 9 1 67 72 10.1016/0950-7051(95)01030-0
-
(1996)
Knowl-Based Syst
, vol.9
, Issue.1
, pp. 67-72
-
-
Liu, H.1
Setiono, R.2
-
28
-
-
0028336556
-
Genetic evolution of the topology and weight distribution of neural networks
-
10.1109/72.265959
-
V Maniezzo 1994 Genetic evolution of the topology and weight distribution of neural networks IEEE Trans Neural Netw 5 1 39 53 10.1109/72.265959
-
(1994)
IEEE Trans Neural Netw
, vol.5
, Issue.1
, pp. 39-53
-
-
Maniezzo, V.1
-
29
-
-
0011660309
-
An initial comparison of a fuzzy neural classifier and a decision tree based classifier
-
10.1016/S0957-4174(98)00057-8
-
J Martens G Wets J Vanthienen C Mues 1998 An initial comparison of a fuzzy neural classifier and a decision tree based classifier Expert Syst Appl 15 3-4 375 381 10.1016/S0957-4174(98)00057-8
-
(1998)
Expert Syst Appl
, vol.15
, Issue.34
, pp. 375-381
-
-
Martens, J.1
Wets, G.2
Vanthienen, J.3
Mues, C.4
-
34
-
-
0030688833
-
A neural network that explains as well as predicts financial market behavior
-
Ornes C, Sklanski J (1997) A neural network that explains as well as predicts financial market behavior. In: Proc of the IEEE/IAFE, pp 43-49
-
(1997)
Proc of the IEEE/IAFE
, pp. 43-49
-
-
Ornes, C.1
Sklanski, J.2
-
35
-
-
0031651078
-
Evolving the topology and the weights of neural networks using a dual representation
-
10.1023/A:1008272615525
-
JCF Pujol R Poli 1998 Evolving the topology and the weights of neural networks using a dual representation Appl Intell 8 73 84 10.1023/A:1008272615525
-
(1998)
Appl Intell
, vol.8
, pp. 73-84
-
-
Pujol, J.C.F.1
Poli, R.2
-
37
-
-
17744378589
-
A hybrid neural-genetic algorithm for the frequency assignment problem in satellite communications
-
1086.90503 10.1007/s10791-005-6619-y
-
S Salcedo-Sanz C Bousono-Calzon 2005 A hybrid neural-genetic algorithm for the frequency assignment problem in satellite communications Appl Intell 22 207 217 1086.90503 10.1007/s10791-005-6619-y
-
(2005)
Appl Intell
, vol.22
, pp. 207-217
-
-
Salcedo-Sanz, S.1
Bousono-Calzon, C.2
-
38
-
-
84949772353
-
Forming categories in exploratory data analysis and data mining
-
X. Liu P. Cohen M. Berthold (eds). Springer Berlin
-
Scott PD, Williams KM, Ho KM (1997) Forming categories in exploratory data analysis and data mining. In: Liu X, Cohen P Berthold M (eds) Advances in intelligent data analysis. Springer, Berlin, pp 235-246
-
(1997)
Advances in Intelligent Data Analysis
, pp. 235-246
-
-
Scott, P.D.1
Williams, K.M.2
Ho, K.M.3
-
39
-
-
0002943567
-
Identifying irrelevant input variables in chaotic time series problems: Using genetic algorithm for training neural networks
-
RS Sexton 1998 Identifying irrelevant input variables in chaotic time series problems: using genetic algorithm for training neural networks J Comput Intell Finance 6 5 34 41
-
(1998)
J Comput Intell Finance
, vol.6
, Issue.5
, pp. 34-41
-
-
Sexton, R.S.1
-
40
-
-
0032051287
-
Global optimization for artificial neural networks: A tabu search application
-
0991.90139 10.1016/S0377-2217(97)00292-0
-
RS Sexton B Alidaee Dorsey RE JD Johnson 1998 Global optimization for artificial neural networks: a tabu search application Eur J Oper Res 106 2-3 570 584 0991.90139 10.1016/S0377-2217(97)00292-0
-
(1998)
Eur J Oper Res
, vol.106
, Issue.23
, pp. 570-584
-
-
Sexton, R.S.1
Alidaee, B.2
Dorsey, R.E.3
Johnson, J.D.4
-
41
-
-
0031999703
-
Toward global optimization of neural networks: A comparison of the genetic algorithm and backpropagation
-
10.1016/S0167-9236(97)00040-7
-
RS Sexton Dorsey RE JD Johnson 1998 Toward global optimization of neural networks: a comparison of the genetic algorithm and backpropagation Decis Support Syst 22 2 171 185 10.1016/S0167-9236(97)00040-7
-
(1998)
Decis Support Syst
, vol.22
, Issue.2
, pp. 171-185
-
-
Sexton, R.S.1
Dorsey, R.E.2
Johnson, J.D.3
-
42
-
-
0033130747
-
Optimization of neural networks: A comparative analysis of the genetic algorithm and simulated annealing
-
0938.90069 10.1016/S0377-2217(98)00114-3
-
RS Sexton RE Dorsey JD Johnson 1999 Optimization of neural networks: a comparative analysis of the genetic algorithm and simulated annealing Eur J Oper Res 114 3 589 601 0938.90069 10.1016/S0377-2217(98)00114-3
-
(1999)
Eur J Oper Res
, vol.114
, Issue.3
, pp. 589-601
-
-
Sexton, R.S.1
Dorsey, R.E.2
Johnson, J.D.3
-
43
-
-
13544271760
-
Employee turnover: A neural network solution
-
1146.90454 10.1016/j.cor.2004.06.022
-
RS Sexton S McMurtrey JO Michalopoulos Smith AM 2005 Employee turnover: a neural network solution Comput Oper Res 32 10 2635 2651 1146.90454 10.1016/j.cor.2004.06.022
-
(2005)
Comput Oper Res
, vol.32
, Issue.10
, pp. 2635-2651
-
-
Sexton, R.S.1
McMurtrey, S.2
Michalopoulos, J.O.3
Smith, A.M.4
-
44
-
-
1642491872
-
Improving decision effectiveness of artificial neural networks: A modified genetic algorithm approach
-
10.1111/j.1540-5414.2003.02309.x
-
RS Sexton RS Sriram H Etheridge 2003 Improving decision effectiveness of artificial neural networks: a modified genetic algorithm approach Decis Sci 34 3 421 442 10.1111/j.1540-5414.2003.02309.x
-
(2003)
Decis Sci
, vol.34
, Issue.3
, pp. 421-442
-
-
Sexton, R.S.1
Sriram, R.S.2
Etheridge, H.3
-
45
-
-
0030104504
-
Global optimization for neural network training
-
10.1109/2.485892
-
Y Shang BW Wah 1996 Global optimization for neural network training Computer 29 3 45 54 10.1109/2.485892
-
(1996)
Computer
, vol.29
, Issue.3
, pp. 45-54
-
-
Shang, Y.1
Wah, B.W.2
-
46
-
-
0034187196
-
Optimal signal multi-resolution by genetic algorithms to support artificial neural networks for exchange-rate forecasting
-
10.1016/S0957-4174(00)00008-7
-
TS Shin I Han 2000 Optimal signal multi-resolution by genetic algorithms to support artificial neural networks for exchange-rate forecasting Expert Syst Appl 18 4 257 269 10.1016/S0957-4174(00)00008-7
-
(2000)
Expert Syst Appl
, vol.18
, Issue.4
, pp. 257-269
-
-
Shin, T.S.1
Han, I.2
-
47
-
-
0036776357
-
A genetic algorithm application in bankruptcy prediction modeling
-
10.1016/S0957-4174(02)00051-9
-
KS Shin YJ Lee 2002 A genetic algorithm application in bankruptcy prediction modeling Expert Syst Appl 23 3 321 328 10.1016/S0957-4174(02)00051-9
-
(2002)
Expert Syst Appl
, vol.23
, Issue.3
, pp. 321-328
-
-
Shin, K.S.1
Lee, Y.J.2
-
48
-
-
0342929099
-
Neuro-genetic approach for bankruptcy prediction: A comparison to back-propagation algorithms
-
Shin K, Shin, T, Han I (1998) Neuro-genetic approach for bankruptcy prediction: a comparison to back-propagation algorithms. In: Proc of the int conf of the Korea society of management information systems 1998, Seoul, South Korea, pp 585-597
-
(1998)
Proc of the Int Conf of the Korea Society of Management Information Systems 1998
, pp. 585-597
-
-
Shin, K.1
Shin, T.2
Han, I.3
-
50
-
-
0008458240
-
Analyzing discretizations of continuous attributes given a monotonic discrimination function
-
10.1016/S1088-467X(97)00007-3
-
R Susmaga 1997 Analyzing discretizations of continuous attributes given a monotonic discrimination function Intell Data Anal 1 3 157 179 10.1016/S1088-467X(97)00007-3
-
(1997)
Intell Data Anal
, vol.1
, Issue.3
, pp. 157-179
-
-
Susmaga, R.1
-
51
-
-
0031070033
-
Discretization in lazy learning algorithms
-
10.1023/A:1006504622008
-
KA Ting 1997 Discretization in lazy learning algorithms Artif Intell Rev 11 1-5 157 174 10.1023/A:1006504622008
-
(1997)
Artif Intell Rev
, vol.11
, Issue.15
, pp. 157-174
-
-
Ting, K.A.1
-
52
-
-
0032028849
-
Feature space transformation using genetic algorithms
-
10.1109/5254.671093
-
H Vafaie K DeJong 1998 Feature space transformation using genetic algorithms IEEE Intell Syst Their Appl 13 2 57 65 10.1109/5254.671093
-
(1998)
IEEE Intell Syst Their Appl
, vol.13
, Issue.2
, pp. 57-65
-
-
Vafaie, H.1
Dejong, K.2
-
54
-
-
2042515742
-
Neural networks in business: A survey of applications
-
10.1016/S0957-4174(99)00016-0
-
A Vellido PJG Lisboa J Vaughan 1999 Neural networks in business: a survey of applications Expert Syst Appl 17 1 51 70 10.1016/S0957-4174(99)00016-0
-
(1999)
Expert Syst Appl
, vol.17
, Issue.1
, pp. 51-70
-
-
Vellido, A.1
Lisboa, P.J.G.2
Vaughan, J.3
-
56
-
-
77953324515
-
Handling over-fitting in test cost-sensitive decision tree learning by feature selection, smoothing and pruning
-
10.1016/j.jss.2010.01.002
-
T Wang Z Qin Z Jin S Zhang 2010 Handling over-fitting in test cost-sensitive decision tree learning by feature selection, smoothing and pruning J Syst Softw 83 7 1137 1147 10.1016/j.jss.2010.01.002
-
(2010)
J Syst Softw
, vol.83
, Issue.7
, pp. 1137-1147
-
-
Wang, T.1
Qin, Z.2
Jin, Z.3
Zhang, S.4
-
57
-
-
0029525717
-
Refining a neural network credit application vetting system with a genetic algorithm
-
10.1006/jmca.1995.0018
-
AG Williamson 1995 Refining a neural network credit application vetting system with a genetic algorithm J Microcomput Appl 18 3 261 277 10.1006/jmca.1995.0018
-
(1995)
J Microcomput Appl
, vol.18
, Issue.3
, pp. 261-277
-
-
Williamson, A.G.1
-
58
-
-
0000432222
-
Hybrid neural, genetic and fuzzy systems
-
G.J. Deboeck (eds). Wiley New York
-
Wong F, Tan C (1994) Hybrid neural, genetic and fuzzy systems. In: Deboeck GJ (ed) Trading on the edge. Wiley, New York, pp 245-247
-
(1994)
Trading on the Edge
, pp. 245-247
-
-
Wong, F.1
Tan, C.2
-
59
-
-
0032028297
-
Feature subset selection using a genetic algorithm
-
10.1109/5254.671091
-
J Yang V Honavar 1998 Feature subset selection using a genetic algorithm IEEE Intell Syst Their Appl 13 2 44 49 10.1109/5254.671091
-
(1998)
IEEE Intell Syst Their Appl
, vol.13
, Issue.2
, pp. 44-49
-
-
Yang, J.1
Honavar, V.2
-
60
-
-
0031143030
-
A new evolutionary system for evolving artificial neural networks
-
1610999 10.1109/72.572107
-
X Yao Y Liu 1997 A new evolutionary system for evolving artificial neural networks IEEE Trans Neural Netw 8 3 694 713 1610999 10.1109/72.572107
-
(1997)
IEEE Trans Neural Netw
, vol.8
, Issue.3
, pp. 694-713
-
-
Yao, X.1
Liu, Y.2
-
61
-
-
79959375445
-
Shell-neighbor method and its application in missing data imputation
-
10.1007/s10489-009-0207-6
-
S Zhang 2010 Shell-neighbor method and its application in missing data imputation Appl Intell 10.1007/s10489-009-0207-6
-
(2010)
Appl Intell
-
-
Zhang, S.1
-
62
-
-
0030271252
-
Efficient learning of NN-MLP based on individual evolutionary algorithm
-
10.1016/0925-2312(95)00088-7
-
Q Zhao T Higuchi 1996 Efficient learning of NN-MLP based on individual evolutionary algorithm Neurocomputing 13 2-4 201 215 10.1016/0925-2312(95)00088- 7
-
(1996)
Neurocomputing
, vol.13
, Issue.24
, pp. 201-215
-
-
Zhao, Q.1
Higuchi, T.2
|