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Deep learning

Distillation of crop models to learn plant physiology theories using machine learning

Kyosuke Yamamoto

published 29 May 2019

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Degraded image enhancement by image dehazing and Directional Filter Banks using Depth Image based Rendering for future free-view 3D-TV

Imran Uddin Afridi, Tariq Bashir, Hasan Ali Khattak, Tariq Mahmood Khan, Muhammad Imran

published 23 May 2019

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

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

published 20 May 2019

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Automated summarisation of SDOCT volumes using deep learning: Transfer learning vs de novo trained networks

Bhavna Josephine Antony, Stefan Maetschke, Rahil Garnavi

published 13 May 2019

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SleepEEGNet: Automated sleep stage scoring with sequence to sequence deep learning approach

Sajad Mousavi, Fatemeh Afghah, U. Rajendra Acharya

published 07 May 2019

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Deep learning for named entity recognition on Chinese electronic medical records: Combining deep transfer learning with multitask bi-directional LSTM RNN

Xishuang Dong, Shanta Chowdhury, Lijun Qian, Xiangfang Li, Yi Guan, Jinfeng Yang, Qiubin Yu

published 02 May 2019

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Antenna selection for multiple-input multiple-output systems based on deep convolutional neural networks

Jia-xin Cai, Ranxu Zhong, Yan Li

published 01 May 2019

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Fully convolutional network for rice seedling and weed image segmentation at the seedling stage in paddy fields

Xu Ma, Xiangwu Deng, Long Qi, Yu Jiang, Hongwei Li, Yuwei Wang, Xupo Xing

published 18 Apr 2019

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Ex-ante online risk assessment for building emergency evacuation through multimedia data

Haoran Zhang, Xuan Song, Xiaoya Song, Dou Huang, Ning Xu, Ryosuke Shibasaki, Yongtu Liang

published 11 Apr 2019

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Mine landslide susceptibility assessment using IVM, ANN and SVM models considering the contribution of affecting factors

Xiangang Luo, Feikai Lin, Shuang Zhu, Mengliang Yu, Zhuo Zhang, Lingsheng Meng, Jing Peng

published 11 Apr 2019

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Improved support vector machine classification algorithm based on adaptive feature weight updating in the Hadoop cluster environment

Jianfang Cao, Min Wang, Yanfei Li, Qi Zhang

published 10 Apr 2019

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Two-step paretial least square regression classifiers in brain-state decoding using functional magnetic resonance imaging

Zhiying Long, Yubao Wang, Xuanping Liu, Li Yao

published 10 Apr 2019

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Forecasting future Humphrey Visual Fields using deep learning

Joanne C. Wen, Cecilia S. Lee, Pearse A. Keane, Sa Xiao, Ariel S. Rokem, Philip P. Chen, Yue Wu, Aaron Y. Lee

published 05 Apr 2019

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