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Data Mining In Time Series Databases Review by Dimitri Shvorob
An unremarkable selection of research articles
This thin book presents eight academic papers discussing handling of sequences. I did not find any of them interesting on its own or good as a survey, but academics doing research in machine learning may disagree. If you are one, you most likely can get the original papers. If you are a practitioner, pass without a second thought.