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Machine learning

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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Transformer with difference convolutional network for lightweight universal boundary detection

Mingchun Li, Yang Liu, Dali Chen, Liangsheng Chen, Shixin Liu

published 16 Apr 2024

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A real-time arbitrary-shape text detector

Manhuai Lu, Langlang Li, Chin-Ling Chen

published 16 Apr 2024

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Fabric tearing performance state perception and classification driven by multi-source data

Jianmin Huang, Qingchun Jiao, Yifan Zhang, Gaoqing Xu, Lijun Wang, Dong Yue

published 16 Apr 2024

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Linguistic based emotion analysis using softmax over time attention mechanism

Megha Roshan, Mukul Rawat, Karan Aryan, Elena Lyakso, A. Mary Mekala, Nersisson Ruban

published 16 Apr 2024

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Simulating rigid head motion artifacts on brain magnitude MRI data–Outcome on image quality and segmentation of the cerebral cortex

Hampus Olsson, Jason Michael Millward, Ludger Starke, Thomas Gladytz, Tobias Klein, Jana Fehr, Wei-Chang Lai, Christoph Lippert, Thoralf Niendorf, Sonia Waiczies

published 16 Apr 2024

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