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Thursday, June 28 • 11:00am - 11:50am
DA2: Time Series Data Mining: No Matter Your Domain or Task, the Matrix Profile is (Almost) All You Need

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Time series data mining/analytics is a perennially popular topic in SENSORS, due to the ubiquity of time series in medical, financial, industrial, and scientific domains. There are about a dozen major time series tasks, including Classification, Clustering, Motif (repeated pattern) Discovery, Semantic Segmentation, Similarity Search, Visualization and Monitoring (CEP). This session makes a surprising claim. A recently introduced data structure called the Matrix Profile lets attendees solve all these problems with ease.

avatar for Dr. Eamonn Keogh

Dr. Eamonn Keogh

Professor, University of California - Riverside
Dr. Keogh, a full professor at UCR, is a top-ten most prolific author in all three of the top ranked data mining conferences, SIGKDD, ICDM and SDM, and the most prolific author in the Data Mining and Knowledge Discovery Journal. He has won best paper awards at all the top conferences... Read More →

Thursday June 28, 2018 11:00am - 11:50am PDT
Meeting Room 212AB