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Classification in the Presence of Label Noise: A SurveyFrenay, Benoit ; Verleysen, MichelIEEE transaction on neural networks and learning systems, 2014-05, Vol.25 (5), p.845-869New York, NY: IEEETexto completo disponível |
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A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural NetworksZhang, Huaguang ; Wang, Zhanshan ; Liu, DerongIEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1229-1262New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep ArchitecturesBianchini, Monica ; Scarselli, FrancoIEEE transaction on neural networks and learning systems, 2014-08, Vol.25 (8), p.1553-1565New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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A Grid-Based Evolutionary Algorithm for Many-Objective OptimizationYang, Shengxiang ; Li, Miqing ; Liu, Xiaohui ; Zheng, JinhuaIEEE transactions on evolutionary computation, 2013-10, Vol.17 (5), p.721-736 [Periódico revisado por pares]New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Feature Learning for Image Classification Via Multiobjective Genetic ProgrammingShao, Ling ; Liu, Li ; Li, XuelongIEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1359-1371New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Reinforcement Learning Output Feedback NN Control Using Deterministic Learning TechniqueXu, Bin ; Yang, Chenguang ; Shi, ZhongkeIEEE transaction on neural networks and learning systems, 2014-03, Vol.25 (3), p.635-641New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Adaptive Optimal Control of Unknown Constrained-Input Systems Using Policy Iteration and Neural NetworksModares, Hamidreza ; Lewis, Frank L. ; Naghibi-Sistani, Mohammad-BagherIEEE transaction on neural networks and learning systems, 2013-10, Vol.24 (10), p.1513-1525New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Study on the Impact of Partition-Induced Dataset Shift on k-Fold Cross-ValidationMoreno-Torres, J. G. ; Saez, J. A. ; Herrera, F.IEEE transaction on neural networks and learning systems, 2012-08, Vol.23 (8), p.1304-1312New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Chaotic Time Series Prediction Based on a Novel Robust Echo State NetworkLi, Decai ; Han, Min ; Wang, JunIEEE transaction on neural networks and learning systems, 2012-05, Vol.23 (5), p.787-799New York, NY: IEEETexto completo disponível |
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Material Type: Artigo
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Adaptive Consensus Control for a Class of Nonlinear Multiagent Time-Delay Systems Using Neural NetworksChen, C. L. Philip ; Guo-Xing Wen ; Yan-Jun Liu ; Fei-Yue WangIEEE transaction on neural networks and learning systems, 2014-06, Vol.25 (6), p.1217-1226New York, NY: IEEETexto completo disponível |