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Forecasting

COVID-19: Short-term forecast of ICU beds in times of crisis

Marcel Goic, Mirko S. Bozanic-Leal, Magdalena Badal, Leonardo J. Basso

Why are song lyrics becoming simpler? a time series analysis of lyrical complexity in six decades of American popular music

Michael E. W. Varnum, Jaimie Arona Krems, [ ... ], Igor Grossmann

Machine learning and statistics to qualify environments through multi-traits in Coffea arabica

Weverton Gomes da Costa, Ivan de Paiva Barbosa, [ ... ], Antonio Carlos Baião de Oliveira

Prediction of the COVID-19 epidemic trends based on SEIR and AI models

Shuo Feng, Zebang Feng, [ ... ], Zhongke Feng

Application of artificial neural network and support vector regression in predicting mass of ber fruits (Ziziphus mauritiana Lamk.) based on fruit axial dimensions

Mahmoud Abdel-Sattar, Abdulwahed M. Aboukarima, Bandar M. Alnahdi

Spatial and temporal autocorrelations affect Taylor's law for US county populations: Descriptive and predictive models

Meng Xu, Joel E. Cohen

Multivariate method for prediction of fumonisins B₁ and B₂ and zearalenone in Brazilian maize using Near Infrared Spectroscopy (NIR)

Denize Tyska, Adriano Olnei Mallmann, [ ... ], Carlos Augusto Mallmann

Predicting field-goal success according to offensive, defensive and contextual variables in elite men’s wheelchair basketball

John W. Francis, Alun J. Owen, Derek M. Peters

Performance improvement of machine learning techniques predicting the association of exacerbation of peak expiratory flow ratio with short term exposure level to indoor air quality using adult asthmatics clustered data

Wan D. Bae, Sungroul Kim, [ ... ], Jong Wook Lee

Forecasting COVID-19 confirmed cases, deaths and recoveries: Revisiting established time series modeling through novel applications for the USA and Italy

Emrah Gecili, Assem Ziady, Rhonda D. Szczesniak

A novel cross-validation strategy for artificial neural networks using distributed-lag environmental factors

Chao-Yu Guo, Tse-Wei Liu, Yi-Hau Chen

Prediction of implementing ISO 14031 guidelines using a multilayer perceptron neural network approach

Mohamed Mansour, Saleh Alsulamy, Shaik Dawood

Validation of a simplified risk prediction model using a cloud based critical care registry in a lower-middle income country

Bharath Kumar Tirupakuzhi Vijayaraghavan, Dilanthi Priyadarshini, [ ... ], the Indian Registry of IntenSive care(IRIS) collaborators

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