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Deep learning

Mapping Atlantic rainforest degradation and regeneration history with indicator species using convolutional network

Fabien H. Wagner, Alber Sanchez, Marcos P. M. Aidar, André L. C. Rochelle, Yuliya Tarabalka, Marisa G. Fonseca, Oliver L. Phillips, Emanuel Gloor, Luiz E. O. C. Aragão

published 28 Feb 2020

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Examining influential factors for acknowledgements classification using supervised learning

Min Song, Keun Young Kang, Tatsawan Timakum, Xinyuan Zhang

published 14 Feb 2020

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DMENet: Diabetic Macular Edema diagnosis using Hierarchical Ensemble of CNNs

Rajeev Kumar Singh, Rohan Gorantla

published 10 Feb 2020

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Features spaces and a learning system for structural-temporal data, and their application on a use case of real-time communication network validation data

Guido Schwenk, Ben Jochinke, Klaus-Robert Müller

published 06 Feb 2020

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Performance of Qure.ai automatic classifiers against a large annotated database of patients with diverse forms of tuberculosis

Eric Engle, Andrei Gabrielian, Alyssa Long, Darrell E. Hurt, Alex Rosenthal

published 24 Jan 2020

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Single-modal and multi-modal false arrhythmia alarm reduction using attention-based convolutional and recurrent neural networks

Sajad Mousavi, Atiyeh Fotoohinasab, Fatemeh Afghah

published 10 Jan 2020

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Deep learning based image reconstruction algorithm for limited-angle translational computed tomography

Jiaxi Wang, Jun Liang, Jingye Cheng, Yumeng Guo, Li Zeng

published 06 Jan 2020

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A novel model for malaria prediction based on ensemble algorithms

Mengyang Wang, Hui Wang, Jiao Wang, Hongwei Liu, Rui Lu, Tongqing Duan, Xiaowen Gong, Siyuan Feng, Yuanyuan Liu, Zhuang Cui, Changping Li, Jun Ma

published 26 Dec 2019

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Channel-spatial attention network for fewshot classification

Yan Zhang, Min Fang, Nian Wang

published 12 Dec 2019

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Evaluating the impact of citations of articles based on knowledge flow patterns hidden in the citations

Mingyang Wang, Jiaqi Zhang, Shijia Jiao, Tianyu Zhang

published 21 Nov 2019

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TAP: A static analysis model for PHP vulnerabilities based on token and deep learning technology

Yong Fang, Shengjun Han, Cheng Huang, Runpu Wu

published 18 Nov 2019

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An improved deep learning method for predicting DNA-binding proteins based on contextual features in amino acid sequences

Siquan Hu, Ruixiong Ma, Haiou Wang

published 14 Nov 2019

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A deep learning reconstruction framework for X-ray computed tomography with incomplete data

Jianbing Dong, Jian Fu, Zhao He

published 01 Nov 2019

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