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1
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0009806356
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The Beta System: Toward a Change in Our Use of Neuro-Fuzzy Systems
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Invited Paper, June
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A.M. Alimi, "The Beta System: Toward a Change in Our Use of Neuro-Fuzzy Systems," International Journal of Management, Invited Paper, June, pp. 15-19, 2000.
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(2000)
International Journal of Management
, pp. 15-19
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Alimi, A.M.1
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3
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0042879960
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Approximation properties of fuzzy systems for smooth functions and their first-order derivative
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R. Hassine, F. Karray, A.M Alimi et al."Approximation properties of fuzzy systems for smooth functions and their first-order derivative," IEEE Transactions on Systems, Man, and Cybernetics Part A: Systems and Humans, vol. 33 (2), pp.160-168, 2003.
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(2003)
IEEE Transactions on Systems, Man, and Cybernetics Part A: Systems and Humans
, vol.33
, Issue.2
, pp. 160-168
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Hassine, R.1
Karray, F.2
Alimi, A.M.3
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4
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0005938550
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A Genetic Designed Beta Basis Function Neural Network for Approximating Multi-Variables Functions
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V. Kurkova et al. (eds.) Springer-Verlag, Wien
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C. Aouiti, A.M. Alimi, and A. Maalej, "A Genetic Designed Beta Basis Function Neural Network for Approximating Multi-Variables Functions," in V. Kurkova et al. (eds.) Artificial Neural Nets and Genetic Algorithmes, Springer-Verlag, Wien, pp. 383-386 ,2001.
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(2001)
Artificial Neural Nets and Genetic Algorithmes
, pp. 383-386
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Aouiti, C.1
Alimi, A.M.2
Maalej, A.3
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5
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44949095649
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How are beta-SVM good kernels
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M.T. Hamdani, and A.M. Alimi, "How are beta-SVM good kernels, "in Proc. World Computer Congress: WCC'2004, Toulouse, France, 2004, pp. 283-292.
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Proc. World Computer Congress: WCC'2004, Toulouse, France, 2004
, pp. 283-292
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Hamdani, M.T.1
Alimi, A.M.2
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6
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55749105071
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The modified particle swarm optimization for the design of the Beta Basis Function neural networks
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H. Dhahri, A.M. Alimi, F. Karray," The modified particle swarm optimization for the design of the Beta Basis Function neural networks," In Proc. Congress on Evolutionary Computation, Hong Kong, China, 2008, pp. 3874-3880. 2008.
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(2008)
Proc. Congress on Evolutionary Computation, Hong Kong, China, 2008
, pp. 3874-3880
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Dhahri, H.1
Alimi, A.M.2
Karray, F.3
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7
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20444479798
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The design of beta basis function neural network and beta fuzzy systems by a hierarchical
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C. Aouti, A.M. Alimi, F. Karray, A .Maalej," The design of beta basis function neural network and beta fuzzy systems by a hierarchical. Fuzzy Sets Syst. 154:251-274, 2005.
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(2005)
Fuzzy Sets Syst.
, vol.154
, pp. 251-274
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Aouti, C.1
Alimi, A.M.2
Karray, F.3
Maalej, A.4
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9
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84865098681
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Hierarchical Learning Algorithm for the Beta Basis Function Neural Network
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H. Dhahri and A.M. Alimi, "Hierarchical Learning Algorithm for the Beta Basis Function Neural Network," in Proc. Third International Conference on Systems, Signals & Devices, Tunisia, 2005.
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Proc. Third International Conference on Systems, Signals & Devices, Tunisia, 2005
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Dhahri, H.1
Alimi, A.M.2
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10
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0038069064
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Algorithm of Maximal Descent AMD for training Radial Basis Function Neural Networks
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M. Njah, A.M. Alimi, M. Chtourou and R. Tourki , "Algorithm of Maximal Descent AMD for training Radial Basis Function Neural Networks ," in Proc. IEEE International Conference on Systems, Man and Cybernetics: SMC'02, Hammamet, Tunisia, October 2002.
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Proc. IEEE International Conference on Systems, Man and Cybernetics: SMC'02, Hammamet, Tunisia, October 2002
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Njah, M.1
Alimi, A.M.2
Chtourou, M.3
Tourki, R.4
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11
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0036086672
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A hierarchical genetic algorithm for the design of beta basis function neural network
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C. Aouiti, A.M. Alimi , Karray F, Maalej A, "A hierarchical genetic algorithm for the design of beta basis function neural network," In Proc. of the International Joint Conference on Neural Networks, 2002, pp.1246 - 1251.
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Proc. of the International Joint Conference on Neural Networks, 2002
, pp. 1246-1251
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Aouiti, C.1
Alimi, A.M.2
Karray, F.3
Maalej, A.4
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12
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37849186543
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Parameter Incremental Learning Algorithm for Neural network
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S. Wang and L.E. Banta, "Parameter Incremental Learning Algorithm for Neural network," IEEE Trans .Neural network, vol.17, pp.1424-1438, 2006.
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(2006)
IEEE Trans.Neural Network
, vol.17
, pp. 1424-1438
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Wang, S.1
Banta, L.E.2
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13
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0017714604
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Oscillation and chaos in physiological control systems
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M.C. Mackey, L. Glass, "Oscillation and chaos in physiological control systems", Science, vol.197, pp. 287-289, 1977.
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(1977)
Science
, vol.197
, pp. 287-289
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Mackey, M.C.1
Glass, L.2
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14
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55749105071
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The modified particle swarm optimization for the design of the Beta Basis Function neural networks
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H. Dhahri, A.M. Alimi, F. Karray: "The modified particle swarm optimization for the design of the Beta Basis Function neural networks," in proc. IEEE Congress on Evolutionary Computation, 2008, pp. 3874-3880.
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Proc. IEEE Congress on Evolutionary Computation, 2008
, pp. 3874-3880
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Dhahri, H.1
Alimi, A.M.2
Karray, F.3
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15
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0030283350
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Radial basis function based adaptive fuzzy systems and their applications to system identification and prediction
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K.B. Cho, B.H. Wang, Radial basis function based adaptive fuzzy systems and their applications to system identification and prediction, "Fuzzy Sets Syst. Vol. 83 ,1996, pp. 325-339.
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(1996)
Fuzzy Sets Syst.
, vol.83
, pp. 325-339
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Cho, K.B.1
Wang, B.H.2
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16
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13844256702
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A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation
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H. Guang-Bin, P. Saratchandran, N. Sundararajan,"A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation". Trans. on Neural Networks, vol.16, no.1, pp. 57- 67, 2005.
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(2005)
Trans. on Neural Networks
, vol.16
, Issue.1
, pp. 57-67
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Guang-Bin, H.1
Saratchandran, P.2
Sundararajan, N.3
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17
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33748424239
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The effect of different basis functions on a radial basis function network for time series prediction: A comparative study
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C. Harpham, C.W. Dawson, "The effect of different basis functions on a radial basis function network for time series prediction: a comparative study," Neurocomputing vol.16, pp.2161-2170, 2005.
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Neurocomputing
, vol.16
, pp. 2161-2170
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Harpham, C.1
Dawson, C.W.2
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18
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29444444293
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Time-series prediction using a local linear wavelet neural network
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Y. Chen, B. Yang, J. Dong, "Time-series prediction using a local linear wavelet neural network", Neurocomputing, vol. 69, pp. 449-465, 2006.
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(2006)
Neurocomputing
, vol.69
, pp. 449-465
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Chen, Y.1
Yang, B.2
Dong, J.3
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19
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40649090413
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Time series prediction using evolving radial basis function networks with new encoding scheme
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H. Dua, N. Zhanga, "Time series prediction using evolving radial basis function networks with new encoding scheme," Neurocomputing ,vol.71 , pp.1388-1400,2002.
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Neurocomputing
, vol.71
, pp. 1388-1400
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Dua, H.1
Zhanga, N.2
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20
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34249333500
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Time series prediction with single multiplicative neuron model
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R.N. Yadav , P.K. Kalra, J. John, "Time series prediction with single multiplicative neuron model". Applied Soft Computing, vol. 7, pp.1157-1163, 2002.
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(2002)
Applied Soft Computing
, vol.7
, pp. 1157-1163
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Yadav, R.N.1
Kalra, P.K.2
John, J.3
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21
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79959455268
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ARFNNs with SVR for prediction of chaotic time series with outliers
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Accepted for publication
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Y.Yi Fu, C. Wu, J.g Jeng and C. Ko , "ARFNNs with SVR for prediction of chaotic time series with outliers," Expert Systems with Applications, 2009. (Accepted for publication),
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(2009)
Expert Systems with Applications
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Yi Fu, Y.1
Wu, C.2
Jeng, J.G.3
Ko, C.4
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22
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33847321021
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Fuzzy prediction of chaotic time series based on singular value decomposition
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H. Gu and H. Wang, "Fuzzy prediction of chaotic time series based on singular value decomposition," Applied Mathematics and Computation, vol.185, pp. 1171-1185, 2007.
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(2007)
Applied Mathematics and Computation
, vol.185
, pp. 1171-1185
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Gu, H.1
Wang, H.2
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23
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0142000477
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Differential evolution - A simple and efficient adaptive scheme for global optimization over continuous space
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R. storn, "Differential evolution -a simple and efficient adaptive scheme for global optimization over continuous space," J. global optim. vol.4, pp.341-359, 1995.
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(1995)
J. Global Optim.
, vol.4
, pp. 341-359
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Storn, R.1
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24
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0038069215
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A multi-agent approach for genetic algorithm implementation
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I. Kallel, M. Jmaiel, A.M. Alimi, "A multi-agent approach for genetic algorithm implementation", in Proc. of the IEEE International Conference on Systems, Man and Cybernetics, vol.7, 2002, pp. 358-363.
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(2002)
Proc. of the IEEE International Conference on Systems, Man and Cybernetics
, vol.7
, pp. 358-363
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Kallel, I.1
Jmaiel, M.2
Alimi, A.M.3
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25
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0034211881
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A bipolar implementation of the Beta neuron
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M. Masmoudi, M. Samet, A.M. Alimi, "A bipolar implementation of the Beta neuron," Inter. Journal of Electronics, vol. 87, no. 6, pp. 675-682, 2000.
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(2000)
Inter. Journal of Electronics
, vol.87
, Issue.6
, pp. 675-682
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Masmoudi, M.1
Samet, M.2
Alimi, A.M.3
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26
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0036086672
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A hierarchical genetic algorithm for the design of beta basis function neural network
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C. Aouiti, A.M Alimi, F. Karray A. Maalej, "A hierarchical genetic algorithm for the design of beta basis function neural network", in Proc. of the International Joint Conference on Neural Networks, vol.2, 2002, pp. 1246-1251.
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(2002)
Proc. of the International Joint Conference on Neural Networks
, vol.2
, pp. 1246-1251
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Aouiti, C.1
Alimi, A.M.2
Karray, F.3
Maalej, A.4
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27
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26444475180
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Building diverse classifier outputs to evaluate the behavior of combination methods: The case of two classifiers
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H. A. Zouari, L.A Heutte, Y.A. Lecourtier ,A.M. Alimi, "Building diverse classifier outputs to evaluate the behavior of combination methods: The case of two classifiers," Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 3077, 2004, pp. 273-282 .
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(2004)
Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.3077
, pp. 273-282
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Zouari, H.A.1
Heutte, L.A.2
Lecourtier, Y.A.3
Alimi, A.M.4
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28
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34250723879
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Accuracy preserving interpretability with hybrid hierarchical genetic fuzzy modeling: Case of motion planning robot controller
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I. Kallel, N. Baklouti, A.M. Alimi, "Accuracy preserving interpretability with hybrid hierarchical genetic fuzzy modeling: Case of motion planning robot controller, "in Proc. of the International Symposium on Evolving Fuzzy Systems, Lake District, UK, Sept. 2006, pp. 312-317.
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Proc. of the International Symposium on Evolving Fuzzy Systems, Lake District, UK, Sept. 2006
, pp. 312-317
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Kallel, I.1
Baklouti, N.2
Alimi, A.M.3
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29
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0036771105
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Fuzzy control of robot manipulators: Some issues on design and rule base size reduction
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Sep.
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H. Bezine, N. Derbel, A.M. Alimi, "Fuzzy control of robot manipulators: Some issues on design and rule base size reduction," Eng. Applications of Artificial Intelligence, vol. 15, no.5, pp. 401-416, Sep. 2002.
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(2002)
Eng. Applications of Artificial Intelligence
, vol.15
, Issue.5
, pp. 401-416
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Bezine, H.1
Derbel, N.2
Alimi, A.M.3
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30
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34547331896
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Distributed Genetic Algorithm with Bi-Coded Chromosomes and a New Evaluation Function for Features Selection
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M.T. Hamdani, M.A. Alimi, and F. Karray, "Distributed Genetic Algorithm with Bi-Coded Chromosomes and a New Evaluation Function for Features Selection, " in Proc. IEEE Congress on Evolutionary Computation, Vancouver, CA , 2006 , pp. 2596-2603.
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Proc. IEEE Congress on Evolutionary Computation, Vancouver, CA, 2006
, pp. 2596-2603
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Hamdani, M.T.1
Alimi, M.A.2
Karray, F.3
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31
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28044443868
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Approximation properties of piece-wise parabolic functions fuzzy logic systems
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R. Hassine, F. Karray, A.M. Alimi, M. Selmi, "Approximation properties of piece-wise parabolic functions fuzzy logic systems, "Fuzzy Sets and Systems, vol.157, no.4, pp. 501-515, 2006.
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(2006)
Fuzzy Sets and Systems
, vol.157
, Issue.4
, pp. 501-515
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Hassine, R.1
Karray, F.2
Alimi, A.M.3
Selmi, M.4
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32
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0030651480
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Evolutionary neuro-fuzzy approach to recognize on-line Arabic handwriting
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A.M. Alimi, "Evolutionary neuro-fuzzy approach to recognize on-line Arabic handwriting, "in proc. of the International Conference on Document Analysis and Recognition, ICDAR, vol.1, 1997, pp. 382-386.
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(1997)
Proc. of the International Conference on Document Analysis and Recognition, ICDAR
, vol.1
, pp. 382-386
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Alimi, A.M.1
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33
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0030707027
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Neuro-fuzzy approach to recognize Arabic hand written characters
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A.M. Alimi, "Neuro-fuzzy approach to recognize Arabic hand written characters, "in Proc. of the IEEE International Conference on Neural Networks, ICNN, vol. 3, 1997, pp. 1397-1400.
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(1997)
Proc. of the IEEE International Conference on Neural Networks, ICNN
, vol.3
, pp. 1397-1400
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Alimi, A.M.1
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34
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0036768042
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Evolutionary computation for the recognition of on-line cursive handwriting
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Sep.
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A.M. Alimi, "Evolutionary computation for the recognition of on-line cursive handwriting, "IETE Journal of Research, vol.48, no.5, pp. 385-396, SPEC., Sep. 2002.
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(2002)
IETE Journal of Research
, vol.48
, Issue.5 SPEC
, pp. 385-396
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Alimi, A.M.1
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35
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0029424187
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New hierarchical control algorithm for large scale time-delay systems
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A.M. Alimi, N. Derbel, " New hierarchical control algorithm for large scale time-delay systems, " Control and computers, vol. 23, no.2, pp. 48-52, 1995
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(1995)
Control and Computers
, vol.23
, Issue.2
, pp. 48-52
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Alimi, A.M.1
Derbel, N.2
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36
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21144443867
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Simulating classifier outputs for evaluating parallel combination methods
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H. A. Zouari, L.A Heutte, Y.A. Lecourtier ,A.M. Alimi, " Simulating classifier outputs for evaluating parallel combination methods, "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 2709, 2003, pp 296-305.
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(2003)
Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.2709
, pp. 296-305
-
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Zouari, H.A.1
Heutte, L.A.2
Lecourtier, Y.A.3
Alimi, A.M.4
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