A Nonlinear System Science Approach to Find the Robust Solar Wind Drivers of the Multivariate Magnetosphere
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DOI: 10.1029/2020sw002634
Abstract: We propose a method, based on Neural Networks, that detects the nonlinear robust interplanetary solar wind variables, with varying delays, driving the coupled behavior of three geomagnetic indices (Dst, AL, and AU). As opposed to… read more here.
Keywords: solar wind; approach find; wind; science approach ... See more keywords
Binning-Based Silhouette Approach to Find the Optimal Cluster Using K-Means
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DOI: 10.1109/access.2022.3215568
Abstract: Clustering is one of the critical parts of machine learning algorithms. K-Means clustering is the standard technique that various data analysts use for clustering the data among the various clusters. Even though the K means… read more here.
Keywords: silhouette; based silhouette; silhouette approach; approach find ... See more keywords