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A State-of-the-Art Survey on Deep Learning Theory and Architectures
A State-of-the-Art Survey on Deep Learning Theory and Architectures
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A State-of-the-Art Survey on Deep Learning Theory and Architectures

Alom, Md Zahangir ; Taha, Tarek M. ; Yakopcic, Chris ; Westberg, Stefan ; Sidike, Paheding ; Nasrin, Mst Shamima ; Hasan, Mahmudul ; Van Essen, Brian C. ; Awwal, Abdul A. S. ; Asari, Vijayan K.

Electronics (Basel), 2019-03, Vol.8 (3), p.292 [Periódico revisado por pares]

Basel: MDPI AG

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Automated Lung Nodule Detection and Classification Using Deep Learning Combined with Multiple Strategies
Automated Lung Nodule Detection and Classification Using Deep Learning Combined with Multiple Strategies
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Automated Lung Nodule Detection and Classification Using Deep Learning Combined with Multiple Strategies

Nasrullah, Nasrullah ; Sang, Jun ; Alam, Mohammad S ; Mateen, Muhammad ; Cai, Bin ; Hu, Haibo

Sensors (Basel, Switzerland), 2019-08, Vol.19 (17), p.3722 [Periódico revisado por pares]

Switzerland: MDPI AG

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3
Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction
Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction
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Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction

Ma, Xiaolei ; Dai, Zhuang ; He, Zhengbing ; Ma, Jihui ; Wang, Yong ; Wang, Yunpeng

Sensors (Basel, Switzerland), 2017-04, Vol.17 (4), p.818 [Periódico revisado por pares]

Switzerland: MDPI AG

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4
Audio-Based Drone Detection and Identification Using Deep Learning Techniques with Dataset Enhancement through Generative Adversarial Networks
Audio-Based Drone Detection and Identification Using Deep Learning Techniques with Dataset Enhancement through Generative Adversarial Networks
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Audio-Based Drone Detection and Identification Using Deep Learning Techniques with Dataset Enhancement through Generative Adversarial Networks

Al-Emadi, Sara ; Al-Ali, Abdulla ; Al-Ali, Abdulaziz

Sensors (Basel, Switzerland), 2021-07, Vol.21 (15), p.4953 [Periódico revisado por pares]

Switzerland: MDPI AG

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5
Intrusion Detection System Using Deep Neural Network for In-Vehicle Network Security
Intrusion Detection System Using Deep Neural Network for In-Vehicle Network Security
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Intrusion Detection System Using Deep Neural Network for In-Vehicle Network Security

Kang, Min-Joo ; Kang, Je-Won Tang, Tieqiao

PloS one, 2016-06, Vol.11 (6), p.e0155781-e0155781 [Periódico revisado por pares]

United States: Public Library of Science

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Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
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Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

Alzubaidi, Laith ; Zhang, Jinglan ; Humaidi, Amjad J. ; Al-Dujaili, Ayad ; Duan, Ye ; Al-Shamma, Omran ; Santamaría, J. ; Fadhel, Mohammed A. ; Al-Amidie, Muthana ; Farhan, Laith

Journal of Big Data, 2021-03, Vol.8 (1), p.53-53, Article 53 [Periódico revisado por pares]

Cham: Springer International Publishing

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7
Large-scale transportation network congestion evolution prediction using deep learning theory
Large-scale transportation network congestion evolution prediction using deep learning theory
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Large-scale transportation network congestion evolution prediction using deep learning theory

Ma, Xiaolei ; Yu, Haiyang ; Wang, Yunpeng ; Wang, Yinhai Gomez-Gardenes, Jesus

PloS one, 2015-03, Vol.10 (3), p.e0119044-e0119044 [Periódico revisado por pares]

United States: Public Library of Science

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8
Advances in de Novo Drug Design: From Conventional to Machine Learning Methods
Advances in de Novo Drug Design: From Conventional to Machine Learning Methods
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Advances in de Novo Drug Design: From Conventional to Machine Learning Methods

Mouchlis, Varnavas D ; Afantitis, Antreas ; Serra, Angela ; Fratello, Michele ; Papadiamantis, Anastasios G ; Aidinis, Vassilis ; Lynch, Iseult ; Greco, Dario ; Melagraki, Georgia

International journal of molecular sciences, 2021-02, Vol.22 (4), p.1676 [Periódico revisado por pares]

Switzerland: MDPI AG

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9
A Deep Neural Network Model for Short-Term Load Forecast Based on Long Short-Term Memory Network and Convolutional Neural Network
A Deep Neural Network Model for Short-Term Load Forecast Based on Long Short-Term Memory Network and Convolutional Neural Network
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A Deep Neural Network Model for Short-Term Load Forecast Based on Long Short-Term Memory Network and Convolutional Neural Network

Tian, Chujie ; Ma, Jian ; Zhang, Chunhong ; Zhan, Panpan

Energies (Basel), 2018-12, Vol.11 (12), p.3493 [Periódico revisado por pares]

Basel: MDPI AG

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10
A Review of Deep Learning Algorithms and Their Applications in Healthcare
A Review of Deep Learning Algorithms and Their Applications in Healthcare
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A Review of Deep Learning Algorithms and Their Applications in Healthcare

Abdel-Jaber, Hussein ; Devassy, Disha ; Al Salam, Azhar ; Hidaytallah, Lamya ; EL-Amir, Malak

Algorithms, 2022-02, Vol.15 (2), p.71 [Periódico revisado por pares]

Basel: MDPI AG

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