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Machine learning

Modeling opening price spread of Shanghai Composite Index based on ARIMA-GRU/LSTM hybrid model

Yuancheng Si, Saralees Nadarajah, Zongxin Zhang, Chunmin Xu

Automatically recognizing strategic cooperative behaviors in various situations of a team sport

Motokazu Hojo, Keisuke Fujii, [ ... ], Yoshinobu Kawahara

Can we predict firms’ innovativeness? The identification of innovation performers in an Italian region through a supervised learning approach

Ilaria Gandin, Claudio Cozza

Comparing machine learning algorithms for multimorbidity prediction: An example from the Elsa-Brasil study

Daniela Polessa Paula, Odaleia Barbosa Aguiar, [ ... ], Rosane Härter Griep

Ensemble model for rail surface defects detection

Hailang Li, Fan Wang, [ ... ], Peng Dai

Application of explainable ensemble artificial intelligence model to categorization of hemodialysis-patient and treatment using nationwide-real-world data in Japan

Eiichiro Kanda, Bogdan I. Epureanu, [ ... ], Kosaku Nitta

Hybrid feature selection framework for enhanced credit card fraud detection using machine learning models

Al Mahmud Siam, Pankaj Bhowmik, Md Palash Uddin

A novel encoder-decoder model based on Autoformer for air quality index prediction

Huifang Feng, Xianghong Zhang

Applications of machine learning in behavioral ecology: Quantifying avian incubation behavior and nest conditions in relation to environmental temperature

Wayne D. Hawkins, Sarah E. DuRant

Multi-stage gaze-controlled virtual keyboard using eye tracking

Verdzekov Emile Tatinyuy, Auguste Vigny Noumsi Woguia, Joseph mvogo ngono, Louis Aimé FONO

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

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

Automatic detection of mind wandering in a simulated driving task with behavioral measures

Yuyu Zhang, Takatsune Kumada

Understanding the Underlying Mechanism of HA-Subtyping in the Level of Physic-Chemical Characteristics of Protein

Mansour Ebrahimi, Parisa Aghagolzadeh, [ ... ], Esmaeil Ebrahimie

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