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Refinado por: assunto: Artificial Neural Networks remover Algorithms remover assunto: Neural Networks remover Datasets remover
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SCANN: Synthesis of Compact and Accurate Neural Networks
SCANN: Synthesis of Compact and Accurate Neural Networks
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SCANN: Synthesis of Compact and Accurate Neural Networks

Hassantabar, Shayan ; Wang, Zeyu ; Jha, Niraj K.

IEEE transactions on computer-aided design of integrated circuits and systems, 2022-09, Vol.41 (9), p.3012-3025 [Periódico revisado por pares]

New York: IEEE

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2
Automated Pavement Crack Segmentation Using U-Net-Based Convolutional Neural Network
Automated Pavement Crack Segmentation Using U-Net-Based Convolutional Neural Network
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Automated Pavement Crack Segmentation Using U-Net-Based Convolutional Neural Network

Lau, Stephen L. H. ; Chong, Edwin K. P. ; Yang, Xu ; Wang, Xin

IEEE access, 2020, Vol.8, p.114892-114899 [Periódico revisado por pares]

Piscataway: IEEE

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3
Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis
Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis
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Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis

Larrazabal, Agostina J. ; Nieto, Nicolás ; Peterson, Victoria ; Milone, Diego H. ; Ferrante, Enzo

Proceedings of the National Academy of Sciences - PNAS, 2020-06, Vol.117 (23), p.12592-12594 [Periódico revisado por pares]

United States: National Academy of Sciences

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4
Embedding channel pruning within the CNN architecture design using a bi-level evolutionary approach
Embedding channel pruning within the CNN architecture design using a bi-level evolutionary approach
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Embedding channel pruning within the CNN architecture design using a bi-level evolutionary approach

Louati, Hassen ; Louati, Ali ; Bechikh, Slim ; Kariri, Elham

The Journal of supercomputing, 2023-09, Vol.79 (14), p.16118-16151 [Periódico revisado por pares]

New York: Springer US

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5
Remaining useful life predictions for turbofan engine degradation using semi-supervised deep architecture
Remaining useful life predictions for turbofan engine degradation using semi-supervised deep architecture
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Remaining useful life predictions for turbofan engine degradation using semi-supervised deep architecture

Listou Ellefsen, André ; Bjørlykhaug, Emil ; Æsøy, Vilmar ; Ushakov, Sergey ; Zhang, Houxiang

Reliability engineering & system safety, 2019-03, Vol.183, p.240-251 [Periódico revisado por pares]

Barking: Elsevier Ltd

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6
A New Deep Neural Architecture Search Pipeline for Face Recognition
A New Deep Neural Architecture Search Pipeline for Face Recognition
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A New Deep Neural Architecture Search Pipeline for Face Recognition

Zhu, Ning ; Yu, Zekuan ; Kou, Caixia

IEEE access, 2020, Vol.8, p.91303-91310 [Periódico revisado por pares]

Piscataway: IEEE

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7
An effective convolutional neural network based on SMOTE and Gaussian mixture model for intrusion detection in imbalanced dataset
An effective convolutional neural network based on SMOTE and Gaussian mixture model for intrusion detection in imbalanced dataset
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An effective convolutional neural network based on SMOTE and Gaussian mixture model for intrusion detection in imbalanced dataset

Zhang, Hongpo ; Huang, Lulu ; Wu, Chase Q. ; Li, Zhanbo

Computer networks (Amsterdam, Netherlands : 1999), 2020-08, Vol.177, p.107315, Article 107315 [Periódico revisado por pares]

Amsterdam: Elsevier B.V

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8
Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia
Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia
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Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia

Picon, Artzai ; Irusta, Unai ; Álvarez-Gila, Aitor ; Aramendi, Elisabete ; Alonso-Atienza, Felipe ; Figuera, Carlos ; Ayala, Unai ; Garrote, Estibaliz ; Wik, Lars ; Kramer-Johansen, Jo ; Eftestøl, Trygve Lin, Steve

PloS one, 2019-05, Vol.14 (5), p.e0216756-e0216756 [Periódico revisado por pares]

United States: Public Library of Science

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9
Evolving deep learning architectures for network intrusion detection using a double PSO metaheuristic
Evolving deep learning architectures for network intrusion detection using a double PSO metaheuristic
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Evolving deep learning architectures for network intrusion detection using a double PSO metaheuristic

Elmasry, Wisam ; Akbulut, Akhan ; Zaim, Abdul Halim

Computer networks (Amsterdam, Netherlands : 1999), 2020-02, Vol.168, p.107042, Article 107042 [Periódico revisado por pares]

Amsterdam: Elsevier B.V

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10
Inter-database validation of a deep learning approach for automatic sleep scoring
Inter-database validation of a deep learning approach for automatic sleep scoring
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Inter-database validation of a deep learning approach for automatic sleep scoring

Alvarez-Estevez, Diego ; Rijsman, Roselyne M Qiu, Yuchen

PloS one, 2021-08, Vol.16 (8), p.e0256111-e0256111 [Periódico revisado por pares]

United States: Public Library of Science

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