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Machine learning

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

Mengmeng Hao, Xiaohan Dong, Dong Jiang, Xianwen Yu, Fangyu Ding, Jun Zhuo

published 18 Apr 2024

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Advancing e-commerce user purchase prediction: Integration of time-series attention with event-based timestamp encoding and Graph Neural Network-Enhanced user profiling

Shuang Zhou, Norlaile Salleh Hudin

published 18 Apr 2024

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Deep phenotyping of dementia in a multi-ethnic cardiovascular cohort: The Multi-Ethnic Study of Atherosclerosis (MESA)

Mohammad R. Ostovaneh, Timothy M. Hughes, Colin O. Wu, Robyn L. McClelland, Ramon Casanova, David A. Bluemke, Russell P. Tracy, Steven Shea, Susan R. Heckbert, João A. C. Lima, Bharath Ambale-Venkatesh

published 18 Apr 2024

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

Zhanhui Hu, Guangzhong Liu, Xinyu Xiang, Yanping Li, Siqing Zhuang

published 18 Apr 2024

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Event detection in football: Improving the reliability of match analysis

Jonas Bischofberger, Arnold Baca, Erich Schikuta

published 18 Apr 2024

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MMM and MMMSynth: Clustering of heterogeneous tabular data, and synthetic data generation

Chandrani Kumari, Rahul Siddharthan

published 17 Apr 2024

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Perinatal mortality in German dairy cattle: Unveiling the importance of cow-level risk factors and their interactions using a multifaceted modelling approach

Yury Zablotski, Katja Voigt, Martina Hoedemaker, Kerstin E. Müller, Laura Kellermann, Heidi Arndt, Maria Volkmann, Linda Dachrodt, Annegret Stock

published 17 Apr 2024

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Sparsified federated learning with differential privacy for intrusion detection in VANETs based on Fisher Information Matrix

Rui Chen, Xiaoyu Chen, Jing Zhao

published 17 Apr 2024

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A deep learning-based dynamic deformable adaptive framework for locating the root region of the dynamic flames

Hongkang Tao, Guhong Wang, Jiansheng Liu, Zan Yang

published 17 Apr 2024

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Short-term forecasting approach of single well production based on multi-intelligent agent hybrid model

Hua Yan, Ming Liu, Bin Yang, Yang Yang, Hu Ni, Haoyu Wang

published 17 Apr 2024

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A machine learning-based predictive model of causality in orthopaedic medical malpractice cases in China

Qingxin Yang, Li Luo, Zhangpeng Lin, Wei Wen, Wenbo Zeng, Hong Deng

published 17 Apr 2024

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Carpal tunnel syndrome prediction with machine learning algorithms using anthropometric and strength-based measurement

Mehmet Yetiş, Hikmet Kocaman, Mehmet Canlı, Hasan Yıldırım, Aysu Yetiş, İsmail Ceylan

published 17 Apr 2024

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Leveraging transfer learning with deep learning for crime prediction

Umair Muneer Butt, Sukumar Letchmunan, Fadratul Hafinaz Hassan, Tieng Wei Koh

published 17 Apr 2024

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