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Machine learning

Comparison of five Boosting-based models for estimating daily reference evapotranspiration with limited meteorological variables

Tianao Wu, Wei Zhang, [ ... ], Yousef Alhaj Hamoud

New machine learning method for image-based diagnosis of COVID-19

Mohamed Abd Elaziz, Khalid M. Hosny, [ ... ], Ahmed T. Sahlol

Population coding of figure and ground in natural image patches by V4 neurons

Yukako Yamane, Atsushi Kodama, [ ... ], Ko Sakai

A rapid volume of interest-based approach of radiomics analysis of breast MRI for tumor decoding and phenotyping of breast cancer

Aydin Demircioglu, Johannes Grueneisen, [ ... ], Lale Umutlu

Application of improved ELM algorithm in the prediction of earthquake casualties

Xing Huang, Mengjie Luo, Huidong Jin

Learning to localize sounds in a highly reverberant environment: Machine-learning tracking of dolphin whistle-like sounds in a pool

Sean F. Woodward, Diana Reiss, Marcelo O. Magnasco

Using structured pathology data to predict hospital-wide mortality at admission

Mieke Deschepper, Willem Waegeman, Dirk Vogelaers, Kristof Eeckloo

The potential of UAV-borne spectral and textural information for predicting aboveground biomass and N fixation in legume-grass mixtures

Esther Grüner, Michael Wachendorf, Thomas Astor

On-line anxiety level detection from biosignals: Machine learning based on a randomized controlled trial with spider-fearful individuals

Frank R. Ihmig, Antonio Gogeascoechea H., [ ... ], Tanja Michael

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

Víctor Sevillano, Katherine Holt, José L. Aznarte

FasTag: Automatic text classification of unstructured medical narratives

Guhan Ram Venkataraman, Arturo Lopez Pineda, [ ... ], Manuel A. Rivas

Explaining decisions of deep neural networks used for fish age prediction

Alba Ordoñez, Line Eikvil, [ ... ], Michael C. Kampffmeyer

Predicting biomass of rice with intermediate traits: Modeling method combining crop growth models and genomic prediction models

Yusuke Toda, Hitomi Wakatsuki, [ ... ], Hiroyoshi Iwata

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