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Integrating multiple seismic attributes for fault detection using a new hybrid machine learning

Abstract This paper proposes a novel hybrid approach for fault detection in seismic data by integrating multiple seismic features using a novel hybrid machine. This hybrid method introduces the integration of Multilayer Perceptron (MLP) neural networks with Support Vector Machines (SVM). The main ob...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Hadi Esmaeili, Majid Bagheri, Shamseddin Esmaeili
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Nature Portfolio 2025-11-01
Rangatū:Scientific Reports
Ngā marau:
Urunga tuihono:https://doi.org/10.1038/s41598-025-26889-y
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