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Machine learning algorithms

Predictive modelling of transport decisions and resources optimisation in pre-hospital setting using machine learning techniques

Hassan Farhat, Ahmed Makhlouf, [ ... ], Guillaume Alinier

OFIDA: Object-focused image data augmentation with attention-driven graph convolutional networks

Meng Zhang, Yina Guo, Haidong Wang, Hong Shangguan

Evaluation of adjective and adverb types for effective Twitter sentiment classification

Syed Fahad Ali, Nayyer Masood

Identification of pattern mining algorithm for rugby league players positional groups separation based on movement patterns

Victor Elijah Adeyemo, Anna Palczewska, Ben Jones, Dan Weaving

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

Peiyao Shu, Chengqi Xue, Gengpei Zhang, Tianyi Deng

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

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

eXplainable Artificial Intelligence (XAI) for improving organisational regility

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

User authentication system based on human exhaled breath physics

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

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

Land-use classification based on high-resolution remote sensing imagery and deep learning models

Mengmeng Hao, Xiaohan Dong, [ ... ], Jun Zhuo

GSB: GNGS and SAG-BiGRU network for malware dynamic detection

Zhanhui Hu, Guangzhong Liu, [ ... ], Siqing Zhuang

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