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Machine learning

Clustered embedding using deep learning to analyze urban mobility based on complex transportation data

Sung-Bae Cho, Jin-Young Kim

Emulative, coherent, and causal dynamics between large-scale brain networks are neurobiomarkers of Accelerated Cognitive Ageing in epilepsy

Antoine Bernas, Lisanne E. M. Breuer, Albert P. Aldenkamp, Svitlana Zinger

Automatic image annotation for fluorescent cell nuclei segmentation

Fabian Englbrecht, Iris E. Ruider, Andreas R. Bausch

Predicting eyes at risk for rapid glaucoma progression based on an initial visual field test using machine learning

Scott R. Shuldiner, Michael V. Boland, [ ... ], Jithin Yohannan

A framework model using multifilter feature selection to enhance colon cancer classification

Murad Al-Rajab, Joan Lu, Qiang Xu

Identifying geographically differentiated features of Ethopian Nile tilapia (Oreochromis niloticus) morphology with machine learning

Wilfried Wöber, Manuel Curto, [ ... ], Peter Sykacek

SA-Net: A scale-attention network for medical image segmentation

Jingfei Hu, Hua Wang, [ ... ], Jicong Zhang

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

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

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

A computational lens into how music characterizes genre in film

Benjamin Ma, Timothy Greer, Dillon Knox, Shrikanth Narayanan

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

Jeongtae Son, Dongsup Kim

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

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

Chunzheng Wang, Minghua Hu, Lei Yang, Zheng Zhao

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