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Machine learning

A direct comparison of theory-driven and machine learning prediction of suicide: A meta-analysis

Katherine M. Schafer, Grace Kennedy, Austin Gallyer, Philip Resnik

published 12 Apr 2021

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Enhanced streamflow prediction with SWAT using support vector regression for spatial calibration: A case study in the Illinois River watershed, U.S.

Lifeng Yuan, Kenneth J. Forshay

published 12 Apr 2021

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A computational lens into how music characterizes genre in film

Benjamin Ma, Timothy Greer, Dillon Knox, Shrikanth Narayanan

published 08 Apr 2021

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Development of a graph convolutional neural network model for efficient prediction of protein-ligand binding affinities

Jeongtae Son, Dongsup Kim

published 08 Apr 2021

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A mathematical representation of protein binding sites using structural dispersion of atoms from principal axes for classification of binding ligands

Galkande Iresha Premarathna, Leif Ellingson

published 08 Apr 2021

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Prediction of air traffic delays: An agent-based model introducing refined parameter estimation methods

Chunzheng Wang, Minghua Hu, Lei Yang, Zheng Zhao

published 07 Apr 2021

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Innovation indicators based on firm websites—Which website characteristics predict firm-level innovation activity?

Janna Axenbeck, Patrick Breithaupt

published 05 Apr 2021

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A metric learning method for estimating myelin content based on T2-weighted MRI from a de- and re-myelination model of multiple sclerosis

Glen Pridham, Shahnewaz Hossain, Khalil S. Rawji, Yunyan Zhang

published 05 Apr 2021

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Deep learning classification of lipid droplets in quantitative phase images

Luke Sheneman, Gregory Stephanopoulos, Andreas E. Vasdekis

published 05 Apr 2021

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Predicting student satisfaction of emergency remote learning in higher education during COVID-19 using machine learning techniques

Indy Man Kit Ho, Kai Yuen Cheong, Anthony Weldon

published 02 Apr 2021

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Semi-supervised learning for an improved diagnosis of COVID-19 in CT images

Chang Hee Han, Misuk Kim, Jin Tae Kwak

published 01 Apr 2021

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Real-time recognition of spraying area for UAV sprayers using a deep learning approach

Shahbaz Khan, Muhammad Tufail, Muhammad Tahir Khan, Zubair Ahmad Khan, Javaid Iqbal, Arsalan Wasim

published 01 Apr 2021

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predPhogly-Site: Predicting phosphoglycerylation sites by incorporating probabilistic sequence-coupling information into PseAAC and addressing data imbalance

Sabit Ahmed, Afrida Rahman, Md. Al Mehedi Hasan, Md Khaled Ben Islam, Julia Rahman, Shamim Ahmad

published 01 Apr 2021

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