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Machine learning

Use of machine learning to examine disparities in completion of substance use disorder treatment

Aaron Baird, Yichen Cheng, Yusen Xia

Automated classification of synaptic vesicles in electron tomograms of C. elegans using machine learning

Kristin Verena Kaltdorf, Maria Theiss, [ ... ], Philip Kollmannsberger

Assessment of differentially private synthetic data for utility and fairness in end-to-end machine learning pipelines for tabular data

Mayana Pereira, Meghana Kshirsagar, [ ... ], Rafael de Sousa

Mapping artisanal and small-scale mines at large scale from space with deep learning

Mathieu Couttenier, Sebastien Di Rollo, [ ... ], Lukas Schmidt

Probability matching in perceptrons: Effects of conditional dependence and linear nonseparability

Michael R. W. Dawson, Maya Gupta

Classification of soybean frogeye leaf spot disease using leaf hyperspectral reflectance

Shuang Liu, Haiye Yu, [ ... ], Lei Zhang

Two-point-based binary search trees for accelerating big data classification using KNN

Ahmad B. A. Hassanat

The machine learning algorithm based on decision tree optimization for pattern recognition in track and field sports

Guomei Cui, Chuanjun Wang

Argumentation Based Joint Learning: A Novel Ensemble Learning Approach

Junyi Xu, Li Yao, Le Li

Parametrical modelling for texture characterization—A novel approach applied to ultrasound thyroid segmentation

Alfredo Illanes, Nazila Esmaeili, [ ... ], Michael Friebe

Evolution with Reinforcement Learning in Negotiation

Yi Zou, Wenjie Zhan, Yuan Shao

Generative adversarial networks for generating synthetic features for Wi-Fi signal quality

Mauro Castelli, Luca Manzoni, [ ... ], Andrea De Lorenzo

Machine learning outperformed logistic regression classification even with limit sample size: A model to predict pediatric HIV mortality and clinical progression to AIDS

Sara Domínguez-Rodríguez, Miquel Serna-Pascual, [ ... ], on behalf of EPIICAL Consortium

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