Nov 5, 2023 · The TSSUMP method synthesizes time series by preserving similarity join information (i.e., Matrix Profile) while reducing the correlation ...
The TSSUMP method synthesizes time series by preserving similarity join information (i.e., Matrix Profile) while reducing the correlation between the ...
Jan 25, 2024 · This algorithm consists in the enumeration of nodes of a graph associated with the considering matrix. It was essentially improved by S.W.Sloan ...
May 3, 2024 · We can created a companion “time series”, called a Matrix Profile or MP. The matrix profile at the ith location records the distance of the ...
Missing: Anonymization. | Show results with:Anonymization.
My research interest includes, but not limit to: time series analysis, data mining, machine learning, and information retrieval. ... Matrix Profile," University ...
2023. Time series synthesis using the matrix profile for anonymization. A Der ... 2022. Matrix profile XXVI: mplots: scaling time series similarity matrices to ...
Jun 15, 2023 · The matrix profile (MP) is a data structure computed from a time series which encodes the data required to locate motifs and discords.
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Jul 17, 2024 · Anonymization is considered by scientists and policy-makers as one of the main ways to share data while minimizing privacy risks.
Jul 30, 2024 · This paper proposes a CA approach that leverages incremental Matrix Profile (MP) and Deep Learning using accelerometer data.
Duration: 43:56
Posted: Sep 15, 2021
Posted: Sep 15, 2021
Missing: Synthesis Anonymization.