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Machine learning

IVA-FL: An information-value-aware federated learning framework for Privacy-Preserving Financial data Risk Management

Jinyu Wu, Hanjie Xu, [ ... ], Zhengxi Huang

A transfer learning approach for automatic conflicts detection in software requirement sentence pairs based on dual encoders

Yizheng Wang, Tao Jiang, [ ... ], Jie Luan

Beyond wind speed: Integrating oceanic indices and time-lagged features for superior wind energy prediction

Namal Rathnayake, Mahesh Yadev, [ ... ], Yukinobu Hoshino

Research on epilepsy detection methods based on interpretable features and machine learning

Yongxin Sun, Xiaojuan Chen, Xinghua Zhang, Xiaohui Cai

Computational frameworks for automated detection and quantification of paroxysmal sympathetic hyperactivity among traumatic brain injury patients

Xiangxiang Kong, Lujie Karen Chen, [ ... ], Jamie Erin Podell

Hybridizing deep learning algorithms and geostatistical approaches for improved crop yield disaggregation

Saravanakumar R., Rajni Jain, [ ... ], Hari Krishna

ABC-YOLO: Automated skin burn depth classification using YOLO architectures

Uğur Şevik, Onur Mutlu

Deep-Fed: A comprehensive solution for precise bone fracture identification in athletes

Tariq Ali, Asif Nawaz, [ ... ], Ahmad Alshammari

Automatic segmentation of coronary plaques in coronary CT angiography using neural networks

Mahdi Moosavi, Keno Bressem, [ ... ], Martin Hadamitzky

Applying machine learning to predict stunting in children under 5 years old based on water, sanitation and hygiene behaviors and infrastructure

Sanaya Sinharoy, Heather Reese, Thomas Clasen, Sheela S. Sinharoy

Channel reconstruction and dual attention dynamic fusion for remote sensing image semantic segmentation

Xin Wang, Longxing Niu, [ ... ], Jiawei Wang

Comprehensive methodology for sample enrichment in EEG biomarker studies for Alzheimer’s risk classification

Verónica Henao Isaza, David Aguillon, [ ... ], John Fredy Ochoa-Gómez

Interpretable crop pest and disease identification based on comparative concept tree

Bingjing Jia, Zhiwei Zheng, [ ... ], Chenguang Song

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