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Machine learning

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

Mengmeng Hao, Xiaohan Dong, [ ... ], Jun Zhuo

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

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

Mohammad R. Ostovaneh, Timothy M. Hughes, [ ... ], Bharath Ambale-Venkatesh

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

Zhanhui Hu, Guangzhong Liu, [ ... ], Siqing Zhuang

Event detection in football: Improving the reliability of match analysis

Jonas Bischofberger, Arnold Baca, Erich Schikuta

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

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