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Machine learning

Study on design optimization of GFRP tubular column composite structure based on machine learning method

Peiyao Shu, Chengqi Xue, Gengpei Zhang, Tianyi Deng

TITAN: Combining a bidirectional forwarding graph and GCN to detect saturation attack targeted at SDN

Longyan Ran, Yunhe Cui, Jianpeng Zhao, Hongzhen Yang

Development of new materials for electrothermal metals using data driven and machine learning

Chengqun Zhou, Muyang Pei, [ ... ], Guoai He

Accuracy and efficiency stereo matching network with adaptive feature modulation

Sen Lin, Xinxin Zhuo, Baozhen Qi

eXplainable Artificial Intelligence (XAI) for improving organisational regility

Niusha Shafiabady, Nick Hadjinicolaou, [ ... ], James Vakilian

Demand forecasting for platelet usage: From univariate time series to multivariable models

Maryam Motamedi, Jessica Dawson, [ ... ], Nancy M. Heddle

User authentication system based on human exhaled breath physics

Mukesh Karunanethy, Rahul Tripathi, Mahesh V. Panchagnula, Raghunathan Rengaswamy

The student-teacher framework guided by self-training and consistency regularization for semi-supervised medical image segmentation

Boliang Li, Yaming Xu, [ ... ], Bo Zhang

Rumor detection based on Attention Graph Adversarial Dual Contrast Learning

Bing Zhang, Tao Liu, [ ... ], Wushour Silamu

A bilateral filtering-based image enhancement for Alzheimer disease classification using CNN

Nicodemus Songose Awarayi, Frimpong Twum, James Ben Hayfron-Acquah, Kwabena Owusu-Agyemang

VIX constant maturity futures trading strategy: A walk-forward machine learning study

Sangyuan Wang, Keran Li, [ ... ], Xianbo Tang

Deep Aramaic: Towards a synthetic data paradigm enabling machine learning in epigraphy

Andrei C. Aioanei, Regine R. Hunziker-Rodewald, Konstantin M. Klein, Dominik L. Michels

Confirming the statistically significant superiority of tree-based machine learning algorithms over their counterparts for tabular data

Shahadat Uddin, Haohui Lu

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