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Principal component analysis

An analysis of pacing profiles in sprint kayak racing using functional principal components and hidden Markov models

Harry Estreich, Nicola Bullock, Mark Osborne, Edgar Santos-Fernandez, Paul Pao-Yen Wu

published 02 Jul 2025

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Exploring visitor perception and environmental element relationships in rock carving landscapes through random forest analysis

Wenxue Liu, Huan Li, Hao Sun, Qiaoyun Sun, Yishu Xia

published 01 Jul 2025

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Functional analysis within latent states: A novel framework for analysing functional time series data

Owen Forbes, Edgar Santos-Fernandez, Paul Pao-Yen Wu, Kerrie Mengersen

published 27 Jun 2025

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Comparison of machine learning and validation methods for high-dimensional accelerometer data to detect foot lesions in dairy cattle

Muhammad Usman Riaz, Luke O’Grady, Conor G. McAloon, Finnian Logan, Isobel Claire Gormley

published 27 Jun 2025

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Diazotrophic growth of free-living Rhizobium etli: Community-like metabolic modeling of growing and non-growing nitrogen-fixing cells

Maryam Afarin, Fereshteh Naeimpoor

published 27 Jun 2025

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Decomposition-reconstruction-optimization framework for hog price forecasting: Integrating STL, PCA, and BWO-optimized BiLSTM

Xiangjuan Liu, Yunlong Li, Fengtong Wang, Yujie Qin, Zhongyu Lyu

published 27 Jun 2025

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Machine learning application to predict binding affinity between peptide containing non-canonical amino acids and HLA-A0201

Shan Jiang, Zhaoqian Su, Nathaniel Bloodworth, Yunchao Liu, Cristina E. Martina, David G. Harrison, Jens Meiler

published 27 Jun 2025

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Cooking skills and food insecurity

Diego Monteza-Quiroz, Andres Silva, Maria Isabel Sactic

published 25 Jun 2025

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Non-invasive tape sampling of tryptophan and kynurenine in relation to phenylalanine and tyrosine from melanoma and adjacent non-lesional skin: A pilot study

Skaidre Jankovskaja, Peter Spégel, Kari Nielsen, Sebastian Björklund, Jeremy Bost, Johan Engblom, Gustav Christensen, Oksana Rogova, Maxim Morin, Merete Haedersdal, Martin Malmsten, Chris D. Anderson, Tautgirdas Ruzgas

published 24 Jun 2025

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Morphological traits and machine learning for genetic lineage prediction of two reef-building corals

Guinther Mitushasi, Yuko F. Kitano, Nicolas Oury, Hélène Magalon, David A. Paz-García, Eric Armstrong, Benjamin C. C. Hume, Barbara Porro, Clémentine Moulin, Emilie Boissin, Guillaume Bourdin, Guillaume Iwankow, Julie Poulain, Sarah Romac, Maggie M. Reddy, Tara Pacific Consortium Coordinators , Serge Planes, Denis Allemand, Christian R. Voolstra, Didier Forcioli, Sylvain Agostini

published 18 Jun 2025

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Circulating exosome-circRNAs mediated downregulation of FGF9 through ceRNA mechanism aggravates renal fibrosis in diabetic nephropathy

Donglin Yang, Rongjiang Yin, Xiaomin Zhang, Xiaohui Wang, Xiaobin Pei, Zijie Guo, Pengyue Qiao, Kehan Zhu, Lin Wang, Pengchao Du

published 17 Jun 2025

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Continuous respiratory rate monitoring through temporal fusion of ECG and PPG signals

Yuxuan Lin, Xinyue Song, Yan Zhao, Chunlin Zhang, Xiaorong Ding

published 17 Jun 2025

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Investigating the dynamics and uncertainties in portfolio optimization using the Fourier-Millen transform

Muhammad Hilal Alkhudaydi, Aiedh Mrisi Alharthi

published 17 Jun 2025

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