In this work, we consider the use of case-based reasoning forĪn important task in this domain, by using historical stock returns time-seriesĭata for industry sector classification. Researchers can access an abundance of time-series data andĮven modest performance improvements can be translated into significantĪdditional value. Learning problems across a variety of tasks including prediction, clustering,Īnd classification. Download a PDF of the paper titled Industry Classification Using a Novel Financial Time-Series Case Representation, by Rian Dolphin and 2 other authors Download PDF Abstract: The financial domain has proven to be a fertile source of challenging machine
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