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Artificial intelligence

Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets

Der-Chiang Li, Susan C. Hu, Liang-Sian Lin, Chun-Wu Yeh

published 03 Aug 2017

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CRISPRpred: A flexible and efficient tool for sgRNAs on-target activity prediction in CRISPR/Cas9 systems

Md. Khaledur Rahman, M. Sohel Rahman

published 02 Aug 2017

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Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data

Jinyan Li, Lian-sheng Liu, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung, Kelvin K. L. Wong

published 28 Jul 2017

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Preliminary research on the identification system for anthracnose and powdery mildew of sandalwood leaf based on image processing

Chunyan Wu, Xuefeng Wang

published 27 Jul 2017

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Predicting diabetes mellitus using SMOTE and ensemble machine learning approach: The Henry Ford ExercIse Testing (FIT) project

Manal Alghamdi, Mouaz Al-Mallah, Steven Keteyian, Clinton Brawner, Jonathan Ehrman, Sherif Sakr

published 24 Jul 2017

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Protein asparagine deamidation prediction based on structures with machine learning methods

Lei Jia, Yaxiong Sun

published 21 Jul 2017

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Improving deep convolutional neural networks with mixed maxout units

Hui-zhen Zhao, Fu-xian Liu, Long-yue Li

published 20 Jul 2017

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Predicting all-cause risk of 30-day hospital readmission using artificial neural networks

Mehdi Jamei, Aleksandr Nisnevich, Everett Wetchler, Sylvia Sudat, Eric Liu

published 14 Jul 2017

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A deep learning framework for financial time series using stacked autoencoders and long-short term memory

Wei Bao, Jun Yue, Yulei Rao

published 14 Jul 2017

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Urban air quality forecasting based on multi-dimensional collaborative Support Vector Regression (SVR): A case study of Beijing-Tianjin-Shijiazhuang

Bing-Chun Liu, Arihant Binaykia, Pei-Chann Chang, Manoj Kumar Tiwari, Cheng-Chin Tsao

published 14 Jul 2017

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Non-invasive localization of atrial ectopic beats by using simulated body surface P-wave integral maps

Ana Ferrer-Albero, Eduardo J. Godoy, Miguel Lozano, Laura Martínez-Mateu, Felipe Atienza, Javier Saiz, Rafael Sebastian

published 13 Jul 2017

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Cerebral ¹⁸F-FDG PET in macrophagic myofasciitis: An individual SVM-based approach

Paul Blanc-Durand, Axel Van Der Gucht, Eric Guedj, Mukedaisi Abulizi, Mehdi Aoun-Sebaiti, Lionel Lerman, Antoine Verger, François-Jérôme Authier, Emmanuel Itti

published 13 Jul 2017

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Application of near-infrared hyperspectral imaging to discriminate different geographical origins of Chinese wolfberries

Wenxin Yin, Chu Zhang, Hongyan Zhu, Yanru Zhao, Yong He

published 13 Jul 2017

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