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Machine learning algorithms

Single-cell specific and interpretable machine learning models for sparse scChIP-seq data imputation

Steffen Albrecht, Tommaso Andreani, Miguel A. Andrade-Navarro, Jean Fred Fontaine

Predicting terrorist attacks in the United States using localized news data

Steven J. Krieg, Christian W. Smith, Rusha Chatterjee, Nitesh V. Chawla

Using text data instead of SIC codes to tag innovative firms and classify industrial activities

Alessandro Marra, Cristiano Baldassari

Comparative study on the performance of different classification algorithms, combined with pre- and post-processing techniques to handle imbalanced data, in the diagnosis of adult patients with familial hypercholesterolemia

João Albuquerque, Ana Margarida Medeiros, [ ... ], Marília Antunes

Towards an uncertainty evaluation model for marine track considering local sampling cloud and sample information

Cheng Fang, Wei Zhou, [ ... ], Jianjun Wu

Using social networks to improve team transition prediction in professional sports

Emily J. Evans, Rebecca Jones, Joseph Leung, Benjamin Z. Webb

Vowel speech recognition from rat electroencephalography using long short-term memory neural network

Jinsil Ham, Hyun-Joon Yoo, Jongin Kim, Boreom Lee

Data-informed deep optimization

Lulu Zhang, Zhi-Qin John Xu, Yaoyu Zhang

A machine learning approach to identifying important features for achieving step thresholds in individuals with chronic stroke

Allison E. Miller, Emily Russell, [ ... ], Vu Dinh

Predictors of rapid eye movement sleep behavior disorder in patients with Parkinson’s disease based on random forest and decision tree

Wu Chong-Wen, Li Sha-Sha, E. Xu

Deep learning for behaviour classification in a preclinical brain injury model

Lucas Teoh, Achintha Avin Ihalage, [ ... ], Yang Hao

The simplified hybrid model based on BP to predict the reference crop evapotranspiration in Southwest China

Zhenhua Zhao, Guohua Feng, Jing Zhang

Image classification of forage grasses on Etuoke Banner using edge autoencoder network

Ding Han, Minghua Tian, [ ... ], Liang Chen

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