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Forecasting

StackIL10: A stacking ensemble model for the improved prediction of IL-10 inducing peptides

Izaz Ahmmed Tuhin, Md. Rajib Mia, Md. Monirul Islam, Imran Mahmud, Henry Fabian Gongora, Carlos Uc Rios, Imran Ashraf, Md. Abdus Samad

published 14 Nov 2024

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Prediction model and technical and tactical decision analysis of women’s badminton singles based on machine learning

Hanguang Yuan, Yaodong Wang, Kairan Yang, Yulu Bin

published 14 Nov 2024

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Univariate and multivariate genomic prediction for agronomic traits in durum wheat under two field conditions

Paolo Vitale, Giovanni Laidò, Gabriella Dono, Ivano Pecorella, Vishnu Ramasubramanian, Aaron Lorenz, Pasquale De Vita, Nicola Pecchioni

published 14 Nov 2024

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Comparing machine learning approaches for estimating soil saturated hydraulic conductivity

Ali Akbar Moosavi, Mohammad Amin Nematollahi, Mohammad Omidifard

published 14 Nov 2024

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Advancing ensemble learning techniques for residential building electricity consumption forecasting: Insight from explainable artificial intelligence

Jihoon Moon, Muazzam Maqsood, Dayeong So, Sung Wook Baik, Seungmin Rho, Yunyoung Nam

published 14 Nov 2024

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Development and validation of a risk prediction model for severe postoperative complications in elderly patients with hip fracture

Zhihui Wei, Lian Jiang, Minghua Zhang, Xiao Chen

published 13 Nov 2024

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Accuracy of adult height predictions in patients with axial leg deviations using the Modified and the Abbreviated Modified Fels Knee System

Sebastian Braun, Niklas Thewes, Jana Holder, Marcus Rickert, Felix Stief, Marco Brenneis

published 12 Nov 2024

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Explainable machine learning for early prediction of sepsis in traumatic brain injury: A discovery and validation study

Wenchi Liu, Xing Yu, Jinhong Chen, Weizhi Chen, Qiaoyi Wu

published 11 Nov 2024

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Postoperative Karnofsky performance status prediction in patients with IDH wild-type glioblastoma: A multimodal approach integrating clinical and deep imaging features

Tomoki Sasagasako, Akihiko Ueda, Yohei Mineharu, Yusuke Mochizuki, Souichiro Doi, Silsu Park, Yukinori Terada, Noritaka Sano, Masahiro Tanji, Yoshiki Arakawa, Yasushi Okuno

published 11 Nov 2024

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Simplification of a registry-based algorithm for ejection fraction prediction in heart failure patients: Applicability in cardiology centres of the Netherlands

Elisa Dal Canto, Alicia Uijl, N. Charlotte Onland-Moret, Sophie H. Bots, Leonard Hofstra, Igor Tulevski, Folkert W. Asselbergs, Pim van der Harst, G. Aernout Somsen, Hester M. den Ruijter

published 05 Nov 2024

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A detailed analysis of game statistics of professional tennis players: An inferential and machine learning approach

Michal Bozděch, Dominik Puda, Pavel Grasgruber

published 05 Nov 2024

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Data science and automation in the process of theorizing: Machine learning’s power of induction in the co-duction cycle

Daan Kolkman, Gwendolyn K. Lee, Arjen van Witteloostuijn

published 04 Nov 2024

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iDNA-ITLM: An interpretable and transferable learning model for identifying DNA methylation

Xia Yu, Cui Yani, Zhichao Wang, Haixia Long, Rao Zeng, Xiling Liu, Bilal Anas, Jia Ren

published 31 Oct 2024

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