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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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Material Type: Artigo
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Applications of Deep Learning and Reinforcement Learning to Biological DataMahmud, Mufti ; Kaiser, Mohammed Shamim ; Hussain, Amir ; Vassanelli, StefanoIEEE transaction on neural networks and learning systems, 2018-06, Vol.29 (6), p.2063-2079United States: IEEETexto completo disponível |
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Material Type: Artigo
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Optimal and Autonomous Control Using Reinforcement Learning: A SurveyKiumarsi, Bahare ; Vamvoudakis, Kyriakos G. ; Modares, Hamidreza ; Lewis, Frank L.IEEE transaction on neural networks and learning systems, 2018-06, Vol.29 (6), p.2042-2062United States: IEEETexto completo disponível |
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Material Type: Artigo
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Most Tensor Problems Are NP-HardHILLAR, Christopher J ; LIM, Lek-HengJournal of the ACM, 2013-11, Vol.60 (6), p.1-39 [Periódico revisado por pares]New York, NY: Association for Computing MachineryTexto completo disponível |
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Material Type: Artigo
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Modulation Classification Based on Signal Constellation Diagrams and Deep LearningPeng, Shengliang ; Jiang, Hanyu ; Wang, Huaxia ; Alwageed, Hathal ; Zhou, Yu ; Sebdani, Marjan Mazrouei ; Yao, Yu-DongIEEE transaction on neural networks and learning systems, 2019-03, Vol.30 (3), p.718-727United States: 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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Stability Analysis of the Modified Levenberg-Marquardt Algorithm for the Artificial Neural Network TrainingRubio, Jose de JesusIEEE transaction on neural networks and learning systems, 2021-08, Vol.32 (8), p.3510-3524Piscataway: IEEETexto completo disponível |
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Material Type: Livro
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An Introduction to Machine LearningKubat, MiroslavNetherlands: Springer Nature 2015Texto completo disponível |
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Material Type: Artigo
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An Uncertainty-Aware Transfer Learning-Based Framework for COVID-19 DiagnosisShamsi, Afshar ; Asgharnezhad, Hamzeh ; Jokandan, Shirin Shamsi ; Khosravi, Abbas ; Kebria, Parham M. ; Nahavandi, Darius ; Nahavandi, Saeid ; Srinivasan, DiptiIEEE transaction on neural networks and learning systems, 2021-04, Vol.32 (4), p.1408-1417United States: IEEETexto completo disponível |
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Material Type: Artigo
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Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep ArchitectureChen, C. L. Philip ; Liu, ZhulinIEEE transaction on neural networks and learning systems, 2018-01, Vol.29 (1), p.10-24United States: IEEETexto completo disponível |