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Machine learning

STF-DKANMixer: Tri-component decomposition with KAN-MLP hybrid architecture for time series forecasting

Junxiang Wei, Rongzuo Guo, Yuning Wang

published 08 Dec 2025

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Forecasting China’s shipping indices based on modal decomposition and optimized deep learning integrated model

Yuye Zou, Yingyu Liu, Guangnian Xiao

published 08 Dec 2025

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Flight delay prediction: Evaluating machine learning algorithms for enhanced accuracy

Sarah Ahmed A. AlBassam, Dhafir N. AlShahrani

published 08 Dec 2025

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Classification of chronic pain and spinal cord stimulation response using machine learning in magnetoencephalography data

Bart Witjes, Martijn P. A. Starmans, Frank J.P.M. Huygen, Cecile C. de Vos

published 05 Dec 2025

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Beyond accuracy: Quantifying the reliability of multiple instance learning for whole slide image classification

Hassan Keshvarikhojasteh, Marc Aubreville, Christof A. Bertram, Josien P. W. Pluim, Mitko Veta

published 05 Dec 2025

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Minimum Displacement in Existing Moment (MDEM)- A new supervised learning algorithm by incrementally constructing the moments of the underlying classes

Ahmed Mehedi Nizam

published 05 Dec 2025

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A combined machine learning and finite element modelling tool for the surgical planning of craniosynostosis correction

Itxasne Antúnez Sáenz, Ane Alberdi Aramendi, David Dunaway, Juling Ong, Lara Deliège, Amparo Sáenz, Anita Ahmadi Birjandi, Noor UI Owase Jeelani, Silvia Schievano, Alessandro Borghi

published 05 Dec 2025

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ConvLSTM-based tropical cyclone intensity estimation and classification using satellite imagery over the North Indian ocean

Manju M. S., Harsh Pateriya, Rajeev Kumar Gupta, Deepak Singh Tomar, Punit Gupta, Asmir Butkovic

published 05 Dec 2025

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Identification and validation of palmitoylation-related signature genes based on machine learning for prostate cancer

Qijun Wo, Jiafeng Shou, Jun Shi, Lei Shi, YunKai Yang, Yifan Wang, Liping Xie

published 04 Dec 2025

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Multi-scale dynamic graph neural network for PM2.5 concentration prediction in regional station cluster

Xin Lu, Juyang Liao, Huihua Huang, Jiazhen Li, Hao Huang, Yingfang Zhu

published 04 Dec 2025

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Temporal shifts in prognostic factors for 90- and 180-day outcomes after stroke thrombolysis: A machine learning analysis

Aixia Chen, Ao Li, Youli Jiang, Huan Ye

published 04 Dec 2025

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Biologically-informed regional subset analysis with CatBoost for robust tissue-of-origin prediction

Sungmin Yang, Hong-Gee Kim

published 04 Dec 2025

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Artificial intelligence based personalized student feedback system -Sisu Athwala’ to enhance exam performance of medical undergraduates

Thilanka Seneviratne, Supun Manathunga, Wathsala Idirisingha, Kosala Somaratne, Kosala Marambe, Udaya Dangahadeniya

published 04 Dec 2025

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