Evaluation of K-Means Algorithm for Faulted Landforms Extraction and Offset Measurement With an Example From the Eastern Kunlun Fault - Zhou, Shengchao; Lin, Zhou (IEEE access, 2025)
Keywords: Accuracy; Algorithms; Clustering algorithms; Correlation coefficients; Datasets; Deep learning; Earthquakes; Eastern Kunlun fault; Fault diagnosis; Geologic measurements; Geomorphology; Image resolution; Image segmentation; K-means algorithm; Lakes; Landforms; Machine learning; offset measurement; Offsets; Quantitative analysis; Satellite imagery; Satellite images; Seismic measurements; Strike-slip fault; Unsupervised learning; Vectors