Retrieving, analyzing, and processing large data can be challenging. An effective and
efficient mechanism for overcoming these challenges is to cluster the data into a compact …

摘要很多地震学问题的解决都依赖于地震事件的准确检测, 随着计算机软硬件的快速发展,
机器学习学科发展迅速, 其在地震事件自动检测中的应用在过去几十年被广泛研究 …

A time series motif intuitively is a short time series that repeats itself approximately the same
within a larger time series. Such motifs often represent concealed structures, such as heart …

Seismic phase identification classifies the type of seismic wave received at a station based
on the waveform (ie, time series) recorded by a seismometer. Automated phase …

A motif intuitively is a short time series that repeats itself approximately the same within a
larger time series. Such motifs often represent concealed structures, such as heart beats in …

Humans can leverage domain context to recognize novel patterns and categories based on
limited known examples. In contrast, computational learning methods are not adept at …