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Spectral clustering

A comparative analysis of vibrational spectra for odorant classification

Andrés Álvarez-García, Georgina Rodríguez-Contreras, Penélope Rodríguez-Zamora, Ignacio L. Garzón

published 26 Feb 2026

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Hyper-MDR: An open-world multimodal reasoning framework based on dynamic hypergraph and meta-strategy optimization

Jian Shi, Xiaobin Huang, Lianhai Yuan

published 17 Feb 2026

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Software for dataset-wide XAI: From local explanations to global insights with Zennit, CoRelAy, and ViRelAy

Christopher J. Anders, David Neumann, Wojciech Samek, Klaus-Robert Müller, Sebastian Lapuschkin

published 02 Jan 2026

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Measuring group fairness in community detection

Elze de Vink, Frank W. Takes, Akrati Saxena

published 11 Nov 2025

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Study of collaborative filtering recommendation with user clustering incorporating implicit social relationships and trust relationships

Yan Li, Xue Lin

published 06 Oct 2025

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GCN-based unsupervised community detection with refined structure centers and expanded pseudo-labeled set

Bing Guo, Liping Deng, Tao Lian

published 01 Jul 2025

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Adaptive density peak clustering based on Delaunay graph

Wei Xingqiong, Li Kang

published 05 Jun 2025

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Multi-view clustering via global-view graph learning

Qin Li, Geng Yang

published 02 Jun 2025

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Land cover classification of high-resolution remote sensing images based on improved spectral clustering

Song Wu, Jian-Min Cao, Xin-Yu Zhao

published 06 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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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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Deep spectral improvement for unsupervised image instance segmentation

Farnoosh Arefi, Amir M. Mansourian, Shohreh Kasaei

published 07 Oct 2024

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The satellite network cache placement strategy based on content popularity and node collaboration

Zhiguo Liu, Zhengxia Liu, Lin Wang, Xiaoyong Jin

published 15 Aug 2024

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