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Machine learning

A novel hybrid transformer-CNN architecture for environmental microorganism classification

Ran Shao, Xiao-Jun Bi, Zheng Chen

Application of machine learning for multi-community COVID-19 outbreak predictions with wastewater surveillance

Yuehan Ai, Fan He, Emma Lancaster, Jiyoung Lee

Explaining predictive factors in patient pathways using autoencoders

Hugo De Oliveira, Prodel Martin, [ ... ], Xie Xiaolan

Emotion recognition while applying cosmetic cream using deep learning from EEG data; cross-subject analysis

Jieun Kim, Dong-Uk Hwang, [ ... ], Gusang Kwon

Predicting prediction: A systematic workflow to analyze factors affecting the classification performance in genomic biomarker discovery

Michael Netzer, Christian Baumgartner, Daniel Baumgarten

Ensemble learning-based feature engineering to analyze maternal health during pregnancy and health risk prediction

Ali Raza, Hafeez Ur Rehman Siddiqui, [ ... ], Imran Ashraf

MSFF-Net: Multi-Stream Feature Fusion Network for surface electromyography gesture recognition

Xiangdong Peng, Xiao Zhou, [ ... ], Congcheng Pan

Age prediction by deep learning applied to Greenland halibut (Reinhardtius hippoglossoides) otolith images

Iver Martinsen, Alf Harbitz, Filippo Maria Bianchi

Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks

Thao Nguyen, Hieu H. Pham, [ ... ], Cuong Do

Robust large-scale clustering based on correntropy

Guodong Jin, Jing Gao, Lining Tan

Iterative deep neural networks based on proximal gradient descent for image restoration

Ting Lv, Zhenkuan Pan, [ ... ], Xiatao Sun

COVID-19 sentiment analysis using college subreddit data

Tian Yan, Fang Liu

Robust prognostic prediction model developed with integrated biological markers for acute myocardial infarction

Masahiro Nishi, Eiichiro Uchino, Yasushi Okuno, Satoaki Matoba

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