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Deep learning

Application of deep neural network and deep reinforcement learning in wireless communication

Ming Li, Hui Li

published 02 Jul 2020

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Benchmarking machine learning models on multi-centre eICU critical care dataset

Seyedmostafa Sheikhalishahi, Vevake Balaraman, Venet Osmani

published 02 Jul 2020

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High-resolution bathymetry by deep-learning-based image superresolution

Motoharu Sonogashira, Michihiro Shonai, Masaaki Iiyama

published 01 Jul 2020

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Precise automatic classification of 46 different pollen types with convolutional neural networks

Víctor Sevillano, Katherine Holt, José L. Aznarte

published 23 Jun 2020

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Explaining decisions of deep neural networks used for fish age prediction

Alba Ordoñez, Line Eikvil, Arnt-Børre Salberg, Alf Harbitz, Sean Meling Murray, Michael C. Kampffmeyer

published 19 Jun 2020

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Influence of the combination of big data technology on the Spark platform with deep learning on elevator safety monitoring efficiency

Jie Yu, Bo Hu

published 17 Jun 2020

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Deep learning-based survival prediction for multiple cancer types using histopathology images

Ellery Wulczyn, David F. Steiner, Zhaoyang Xu, Apaar Sadhwani, Hongwu Wang, Isabelle Flament-Auvigne, Craig H. Mermel, Po-Hsuan Cameron Chen, Yun Liu, Martin C. Stumpe

published 17 Jun 2020

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Recurrent convolutional neural kernel model for stock price movement prediction

Suhui Liu, Xiaodong Zhang, Ying Wang, Guoming Feng

published 12 Jun 2020

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Pooling region learning of visual word for image classification using bag-of-visual-words model

Ye Xu, Xiaodong Yu, Tian Wang, Zezhong Xu

published 05 Jun 2020

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Application of explainable ensemble artificial intelligence model to categorization of hemodialysis-patient and treatment using nationwide-real-world data in Japan

Eiichiro Kanda, Bogdan I. Epureanu, Taiji Adachi, Yuki Tsuruta, Kan Kikuchi, Naoki Kashihara, Masanori Abe, Ikuto Masakane, Kosaku Nitta

published 29 May 2020

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ToyArchitecture: Unsupervised learning of interpretable models of the environment

Jaroslav Vítků, Petr Dluhoš, Joseph Davidson, Matěj Nikl, Simon Andersson, Přemysl Paška, Jan Šinkora, Petr Hlubuček, Martin Stránský, Martin Hyben, Martin Poliak, Jan Feyereisl, Marek Rosa

published 18 May 2020

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OtoMatch: Content-based eardrum image retrieval using deep learning

Seda Camalan, Muhammad Khalid Khan Niazi, Aaron C. Moberly, Theodoros Teknos, Garth Essig, Charles Elmaraghy, Nazhat Taj-Schaal, Metin N. Gurcan

published 15 May 2020

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Prediction of hypertension, hyperglycemia and dyslipidemia from retinal fundus photographs via deep learning: A cross-sectional study of chronic diseases in central China

Li Zhang, Mengya Yuan, Zhen An, Xiangmei Zhao, Hui Wu, Haibin Li, Ya Wang, Beibei Sun, Huijun Li, Shibin Ding, Xiang Zeng, Ling Chao, Pan Li, Weidong Wu

published 14 May 2020

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