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Machine learning algorithms

Implementation of machine learning into clinical breast MRI: Potential for objective and accurate decision-making in suspicious breast masses

Stephan Ellmann, Evelyn Wenkel, Matthias Dietzel, Christian Bielowski, Sulaiman Vesal, Andreas Maier, Matthias Hammon, Rolf Janka, Peter A. Fasching, Matthias W. Beckmann, Rüdiger Schulz Wendtland, Michael Uder, Tobias Bäuerle

published 30 Jan 2020

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Introducing neuromodulation in deep neural networks to learn adaptive behaviours

Nicolas Vecoven, Damien Ernst, Antoine Wehenkel, Guillaume Drion

published 27 Jan 2020

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Machine learning detection of Atrial Fibrillation using wearable technology

Mark Lown, Michael Brown, Chloë Brown, Arthur M. Yue, Benoy N. Shah, Simon J. Corbett, George Lewith, Beth Stuart, Michael Moore, Paul Little

published 24 Jan 2020

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Kernel-based Gaussian process for anomaly detection in sparse gamma-ray data

Gregory R. Romanchek, Zheng Liu, Shiva Abbaszadeh

published 23 Jan 2020

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And the nominees are: Using design-awards datasets to build computational aesthetic evaluation model

Baixi Xing, Kejun Zhang, Lekai Zhang, Xinda Wu, Huahao Si, Hui Zhang, Kaili Zhu, Shouqian Sun

published 21 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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Applications of machine learning in decision analysis for dose management for dofetilide

Andrew E. Levy, Minakshi Biswas, Rachel Weber, Khaldoun Tarakji, Mina Chung, Peter A. Noseworthy, Christopher Newton-Cheh, Michael A. Rosenberg

published 31 Dec 2019

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Efficient intra mode decision for low complexity HEVC screen content compression

Qiuwen Zhang, Yongbo Zhao, Weiwei Zhang, Lijun Sun, Rijian Su

published 31 Dec 2019

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Distributed forecasting and ant colony optimization for the bike-sharing rebalancing problem with unserved demands

Yiwei Fan, Gang Wang, Xiaoling Lu, Gaobin Wang

published 31 Dec 2019

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Prediction of train wheel diameter based on Gaussian process regression optimized using a fast simulated annealing algorithm

Xiaoying Yu, Hongsheng Su, Zeyuan Fan, Yu Dong

published 30 Dec 2019

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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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Evaluation of the ecological niche model approach in spatial conservation prioritization

Fumiko Ishihama, Akio Takenaka, Hiroyuki Yokomizo, Taku Kadoya

published 20 Dec 2019

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DUSTBot: A duplex and stealthy P2P-based botnet in the Bitcoin network

Yi Zhong, Anmin Zhou, Lei Zhang, Fan Jing, Zheng Zuo

published 20 Dec 2019

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