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06/19/2023
Efficient Generalized Temporal Pattern Mining in Big Time Series Using Mutual Information
Big time series are increasingly available from an ever wider range of I...
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06/28/2022
Mining Seasonal Temporal Patterns in Big Time Series
Very large time series are increasingly available from an ever wider ran...
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04/19/2022
A Unified Approach for Multi-Scale Synchronous Correlation Search in Big Time Series – Full Version
The wide deployment of IoT sensors has enabled the collection of very bi...
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10/07/2020
Efficient Temporal Pattern Mining in Big Time Series Using Mutual Information – Full Version
Very large time series are increasingly available from an ever wider ran...
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06/24/2019
AMIC: An Adaptive Information Theoretic Method to Identify Multi-Scale Temporal Correlations in Big Time Series Data -- Accepted Version
Recent development in computing, sensing and crowd-sourced data have res...
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06/24/2019