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Machine learning

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

Chandrani Kumari, Rahul Siddharthan

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, [ ... ], Annegret Stock

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

Rui Chen, Xiaoyu Chen, Jing Zhao

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

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

Hua Yan, Ming Liu, [ ... ], Haoyu Wang

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

Qingxin Yang, Li Luo, [ ... ], Hong Deng

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

Mehmet Yetiş, Hikmet Kocaman, [ ... ], İsmail Ceylan

Leveraging transfer learning with deep learning for crime prediction

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

Transformer with difference convolutional network for lightweight universal boundary detection

Mingchun Li, Yang Liu, [ ... ], Shixin Liu

A real-time arbitrary-shape text detector

Manhuai Lu, Langlang Li, Chin-Ling Chen

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

Jianmin Huang, Qingchun Jiao, [ ... ], Dong Yue

Linguistic based emotion analysis using softmax over time attention mechanism

Megha Roshan, Mukul Rawat, [ ... ], Nersisson Ruban

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, [ ... ], Sonia Waiczies

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