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Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks
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Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks

Entropy (Entropy), 2024
2 December 2024
Spyros Rigas
M. Papachristou
Ioannis Sotiropoulos
Georgios Alexandridis
    AI4CE
ArXiv (abs)PDFHTMLGithub

Papers citing "Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks"

3 / 3 papers shown
Title
Deep Learning Alternatives of the Kolmogorov Superposition Theorem
Deep Learning Alternatives of the Kolmogorov Superposition TheoremInternational Conference on Learning Representations (ICLR), 2024
Leonardo Ferreira Guilhoto
P. Perdikaris
316
10
0
02 Oct 2024
Effective Integration of KAN for Keyword Spotting
Effective Integration of KAN for Keyword SpottingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Anfeng Xu
Biqiao Zhang
Shuyu Kong
Yiteng Huang
Zhaojun Yang
Sangeeta Srivastava
Ming Sun
338
8
0
13 Sep 2024
KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example
KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics exampleComputing and Software for Big Science (CSBS), 2024
Johannes Erdmann
F. Mausolf
Jan Lukas Späh
584
5
0
05 Aug 2024
1