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Machine learning

Predicting goal probabilities with improved xG models using event sequences in association football

Ishara Bandara, Sergiy Shelyag, Sutharshan Rajasegarar, Dan Dwyer, Eun-jin Kim, Maia Angelova

published 30 Oct 2024

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DKVMN&MRI: A new deep knowledge tracing model based on DKVMN incorporating multi-relational information

Feng Xu, Kang Chen, Maosheng Zhong, Lei Liu, Huizhu Liu, Xianzeng Luo, Lang Zheng

published 30 Oct 2024

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LostNet: A smart way for lost and find

Meihua Zhou, Ivan Fung, Li Yang, Nan Wan, Keke Di, Tingting Wang

published 30 Oct 2024

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MosquitoSong+: A noise-robust deep learning model for mosquito classification from wingbeat sounds

Akara Supratak, Peter Haddawy, Myat Su Yin, Tim Ziemer, Worameth Siritanakorn, Kanpitcha Assawavinijkulchai, Kanrawee Chiamsakul, Tharit Chantanalertvilai, Wish Suchalermkul, Chaitawat Sa-ngamuang, Patchara Sriwichai

published 30 Oct 2024

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Prediction of fellow eye neovascularization in type 3 macular neovascularization (Retinal angiomatous proliferation) using deep learning

Won Tae Yoon, Seong Jae Lee, Jae Hee Jeong, Jae Hui Kim

published 30 Oct 2024

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Clinical and socioeconomic predictors of hospital use and emergency department visits among children with medical complexity: A machine learning approach using administrative data

Michael Sidra, Matthew Pietrosanu, Jennifer Zwicker, David Wyatt Johnson, Jeff Round, Arto Ohinmaa

published 29 Oct 2024

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DCS-YOLO: Defect detection model for new energy vehicle battery current collector

Hai Tang, Lei Yuan, Yanrong Chen, Ren Gao, Wenhuan Wu

published 29 Oct 2024

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MAR-YOLOv9: A multi-dataset object detection method for agricultural fields based on YOLOv9

Dunlu Lu, Yangxu Wang

published 29 Oct 2024

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Transformer fault identification based on GWO-optimized Dual-channel M-A method

Ning Ji, Xi Chen, Xue Qin, Wei Wei, Chenlu Jiang, Yifan Bo, Kai Tao

published 28 Oct 2024

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A new fusion neural network model and credit card fraud identification

Shan Jiang, Xiaofeng Liao, Yuming Feng, Zilin Gao, Babatunde Oluwaseun Onasanya

published 28 Oct 2024

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An inherently interpretable deep learning model for local explanations using visual concepts

Mirza Ahsan Ullah, Tehseen Zia, Jungeun Kim, Seifedine Kadry

published 28 Oct 2024

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Bearing defect detection based on the improved YOLOv5 algorithm

Kangning Li, Peigang Jiao, Jiaming Ding, Weibo DU

published 28 Oct 2024

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Multi-stage gaze-controlled virtual keyboard using eye tracking

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

published 28 Oct 2024

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