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Eigenvectors

SPectral graph theory And Random walK (SPARK) toolbox for static and dynamic characterization of (di)graphs: A tutorial

Andrea Ranieri, Floriana Pichiorri, Emma Colamarino, Febo Cincotti, Donatella Mattia, Jlenia Toppi

published 05 Jun 2025

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Principal fitted component framework for robust support vector regression based on bounded loss: A simulation study with potential applications

Aiman Tahir, Maryam Ilyas

published 04 Jun 2025

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Kernel generalized least squares regression for network-structured data

Edward Antonian, Gareth W. Peters, Michael Chantler

published 30 May 2025

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Filter bank common spatial pattern and envelope-based features in multimodal EEG-fTCD brain-computer interfaces

Alaa-Allah Essam, Ammar Ibrahim, Ashar Seif Al-Nasr, Mariam El-Saqa, Sohila Mohamed, Ayman Anwar, Ayman Eldeib, Murat Akcakaya, Aya Khalaf

published 22 May 2025

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Dynamical analysis of financial stocks network: Improving forecasting using network properties

Ixandra Achitouv

published 09 May 2025

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Automatic diagnostics of electroencephalography pathology based on multi-domain feature fusion

Shimiao Chen, Dong Huang, Xinyue Liu, Jianjun Chen, Xiangzeng Kong, Tingting Zhang

published 05 May 2025

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Control signal dimensionality depends on limb dynamics

Anna S. Korol, Valeriya Gritsenko

published 30 Apr 2025

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Centrality nearest-neighbor projected-distance regression (C-NPDR) feature selection for correlation-based predictors with application to resting-state fMRI study of major depressive disorder

Elizabeth Kresock, Bryan Dawkins, Henry Luttbeg, Yijie (Jamie) Li, Rayus Kuplicki, B. A. McKinney

published 06 Mar 2025

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Based on PCA and SSA-LightGBM oil-immersed transformer fault diagnosis method

Jizhong Wang, Jianfei Chi, Yeqiang Ding, Haiyan Yao, Qiang Guo

published 19 Feb 2025

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Explainable Graph Spectral Clustering of text documents

Bartłomiej Starosta, Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Dariusz Czerski, Marcin Sydow, Piotr Borkowski

published 04 Feb 2025

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Integrated in silico and in vitro exploration of the anti-VEGFR-2 activities of a semisynthetic xanthine alkaloid inhibiting breast cancer

Eslam B. Elkaeed, Hazem Elkady, Ahmed M. Khattab, Reda G. Yousef, Hanan A. Al-ghulikah, Dalal Z. Husein, Ibrahim M. Ibrahim, Mohamed A. Elkady, Ahmed M. Metwaly, Ibrahim H. Eissa

published 27 Jan 2025

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Political participation and voluntary associations : A hypergraph case study

Amina Azaiez, Robin Salot

published 27 Jan 2025

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A hybrid unsupervised machine learning model with spectral clustering and semi-supervised support vector machine for credit risk assessment

Tao Yu, Wei Huang, Xin Tang, Duosi Zheng

published 10 Jan 2025

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