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Spectral clustering

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

Deep spectral improvement for unsupervised image instance segmentation

Farnoosh Arefi, Amir M. Mansourian, Shohreh Kasaei

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

Zhiguo Liu, Zhengxia Liu, Lin Wang, Xiaoyong Jin

Link prediction accuracy on real-world networks under non-uniform missing-edge patterns

Xie He, Amir Ghasemian, [ ... ], Peter J. Mucha

Sampling clustering based on multi-view attribute structural relations

Guoyang Tang, Xueyi Zhao, Yanyun Fu, Xiaolin Ning

KCO: Balancing class distribution in just-in-time software defect prediction using kernel crossover oversampling

Ahmad Muhaimin Ismail, Siti Hafizah Ab Hamid, Asmiza Abdul Sani, Nur Nasuha Mohd Daud

Leading consumption patterns of psychoactive substances in Colombia: A deep neural network-based clustering-oriented embedding approach

Kevin Palomino, Carmen R. Berdugo, Jorge I. Vélez

A data-driven model for early prediction of need for invasive mechanical ventilation in pediatric intensive care unit patients

Sanjukta N. Bose, Andrew Defante, [ ... ], Raimond L. Winslow

Imaging feature-based clustering of financial time series

Jun Wu, Zelin Zhang, [ ... ], Kaituo Liu

An edge-based approach for virtual network embedding based on the graph edit distance

Zexi Xu, Lei Zhuang, [ ... ], Wencui Li

Eigenvalue based spectral classification

Piotr Borkowski, Mieczysław A. Kłopotek, [ ... ], Marcin Sydow

Reweighted multi-view clustering with tissue-like P system

Huijian Chen, Xiyu Liu

Robust large-scale clustering based on correntropy

Guodong Jin, Jing Gao, Lining Tan

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