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Machine learning

Is it feasible to detect FLOSS version release events from textual messages? A case study on Stack Overflow

Artur Sokolovsky, Thomas Gross, Jaume Bacardit

published 04 Feb 2021

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Predicting mortality of patients with acute kidney injury in the ICU using XGBoost model

Jialin Liu, Jinfa Wu, Siru Liu, Mengdie Li, Kunchang Hu, Ke Li

published 04 Feb 2021

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Applying machine learning and geolocation techniques to social media data (Twitter) to develop a resource for urban planning

Sveta Milusheva, Robert Marty, Guadalupe Bedoya, Sarah Williams, Elizabeth Resor, Arianna Legovini

published 03 Feb 2021

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Deep learning framework for subject-independent emotion detection using wireless signals

Ahsan Noor Khan, Achintha Avin Ihalage, Yihan Ma, Baiyang Liu, Yujie Liu, Yang Hao

published 03 Feb 2021

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Addressless: A new internet server model to prevent network scanning

Shanshan Hao, Renjie Liu, Zhe Weng, Deliang Chang, Congxiao Bao, Xing Li

published 02 Feb 2021

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TEM image restoration from fast image streams

Håkan Wieslander, Carolina Wählby, Ida-Maria Sintorn

published 01 Feb 2021

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Machine learning model for predicting severity prognosis in patients infected with COVID-19: Study protocol from COVID-AI Brasil

Flávia Paiva Proença Lobo Lopes, Felipe Campos Kitamura, Gustavo Faibischew Prado, Paulo Eduardo de Aguiar Kuriki, Marcio Ricardo Taveira Garcia, COVID-AI-Brasil

published 01 Feb 2021

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Evaluating Deep Learning models for predicting ALK-5 inhibition

Gabriel Z. Espinoza, Rafaela M. Angelo, Patricia R. Oliveira, Kathia M. Honorio

published 28 Jan 2021

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Variational-LSTM autoencoder to forecast the spread of coronavirus across the globe

Mohamed R. Ibrahim, James Haworth, Aldo Lipani, Nilufer Aslam, Tao Cheng, Nicola Christie

published 28 Jan 2021

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Identification of drug combinations on the basis of machine learning to maximize anti-aging effects

Sun Kyung Kim, Peter C. Goughnour, Eui Jin Lee, Myeong Hyun Kim, Hee Jin Chae, Gwang Yeul Yun, Yi Rang Kim, Jin Woo Choi

published 28 Jan 2021

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Machine learning for buildings’ characterization and power-law recovery of urban metrics

Alaa Krayem, Aram Yeretzian, Ghaleb Faour, Sara Najem

published 28 Jan 2021

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HDG-select: A novel GUI based application for gene selection and classification in high dimensional datasets

Shilan S. Hameed, Rohayanti Hassan, Wan Haslina Hassan, Fahmi F. Muhammadsharif, Liza Abdul Latiff

published 28 Jan 2021

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Application of deep learning algorithm to detect and visualize vertebral fractures on plain frontal radiographs

Hsuan-Yu Chen, Benny Wei-Yun Hsu, Yu-Kai Yin, Feng-Huei Lin, Tsung-Han Yang, Rong-Sen Yang, Chih-Kuo Lee, Vincent S. Tseng

published 28 Jan 2021

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