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Machine learning

Path-enhanced graph convolutional networks for node classification without features

Qingju Jiao, Peige Zhao, [ ... ], Guoying Liu

Developing interpretable machine learning-Shapley additive explanations model for unconfined compressive strength of cohesive soils stabilized with geopolymer

Anh Quan Ngo, Linh Quy Nguyen, Van Quan Tran

CoAt-Mixer: Self-attention deep learning framework for left ventricular hypertrophy using electrocardiography

Ji Seung Ryu, Solam Lee, [ ... ], Sejung Yang

Machine learning application for predicting smoking cessation among US adults: An analysis of waves 1-3 of the PATH study

Mona Issabakhsh, Luz Maria Sánchez-Romero, [ ... ], David T. Levy

Anomaly detection method for building energy consumption in multivariate time series based on graph attention mechanism

Zhe Zhang, Yuhao Chen, [ ... ], You Lu

Analysis and classification of 1H-NMR spectra by multifractal analysis

Jongphil Kim, Hin Kyeol Woo, Dixon Vimalajeewa, Brani Vidakovic

An intelligent framework to measure the effects of COVID-19 on the mental health of medical staff

Muhammad Irfan, Ahmad Shaf, [ ... ], Bahran Taghreed Ali M.

Less is more: Efficient behavioral context recognition using Dissimilarity-Based Query Strategy

Atia Akram, Asma Ahmad Farhan, Amna Basharat

Real-time scene classification of unmanned aerial vehicles remote sensing image based on Modified GhostNet

Xiaole Shen, Hongfeng Wang, Biyun Wei, Jinzhou Cao

An analysis of Chinese nursing electronic medical records to predict violence in psychiatric inpatients using text mining and machine learning techniques

Ya-Han Hu, Jeng-Hsiu Hung, [ ... ], Cheng-Che Shen

Using machine learning-based systems to help predict disengagement from the legal proceedings by women victims of intimate partner violence in Spain

Elena Escobar-Linero, María García-Jiménez, [ ... ], Manuel Domínguez-Morales

Compressed computations using wavelets for hidden Markov models with continuous observations

Luca Bello, John Wiedenhöft, Alexander Schliep

Enterprise marketing strategy using big data mining technology combined with XGBoost model in the new economic era

Huijun Chen

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