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Preprocessing

Utilizing machine learning with knockoff filtering to extract significant metabolites in Crohn’s disease with a publicly available untargeted metabolomics dataset

Shoaib Bin Masud, Conor Jenkins, [ ... ], Shuchin Aeron

Research on insulator defect detection algorithm of transmission line based on CenterNet

Chunming Wu, Xin Ma, Xiangxu Kong, Haichao Zhu

Evaluating the impact of multivariate imputation by MICE in feature selection

Maritza Mera-Gaona, Ursula Neumann, Rubiel Vargas-Canas, Diego M. López

ReVisE: Remote visualization environment for large numerical simulation datasets

Stepan Orlov, Alexey Kuzin, [ ... ], Andrey Pyatlin

Collaborative driving style classification method enabled by majority voting ensemble learning for enhancing classification performance

Yi Guo, Xiaolan Wang, Yongmao Huang, Liang Xu

A semi-analytical solution and AI-based reconstruction algorithms for magnetic particle tracking

Huixuan Wu, Pan Du, Rohan Kokate, Jian-Xun Wang

Differential contributions of implicit and explicit learning mechanisms to various contextual cues in dual adaptation

Maria N. Ayala, Denise Y. P. Henriques

Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database—HF_Lung_V1

Fu-Shun Hsu, Shang-Ran Huang, [ ... ], Feipei Lai

Undersampling bankruptcy prediction: Taiwan bankruptcy data

Haoming Wang, Xiangdong Liu

Vehicle trajectory prediction and generation using LSTM models and GANs

Luca Rossi, Andrea Ajmar, Marina Paolanti, Roberto Pierdicca

Harnessing clinical annotations to improve deep learning performance in prostate segmentation

Karthik V. Sarma, Alex G. Raman, [ ... ], Corey W. Arnold

Impact of chart image characteristics on stock price prediction with a convolutional neural network

Guangxun Jin, Ohbyung Kwon

A computational reproducibility study of PLOS ONE articles featuring longitudinal data analyses

Heidi Seibold, Severin Czerny, [ ... ], Malte Nalenz

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