TY  - JOUR
A1  - Marwan, Norbert
T1  - Challenges and perspectives in recurrence analyses of event time series
JF  - Frontiers in applied mathematics and statistics
N2  - The analysis of event time series is in general challenging. Most time series analysis tools are limited for the analysis of this kind of data. Recurrence analysis, a powerful concept from nonlinear time series analysis, provides several opportunities to work with event data and even for the most challenging task of comparing event time series with continuous time series. Here, the basic concept is introduced, the challenges are discussed, and the future perspectives are summarized.
KW  - event time series
KW  - extreme events
KW  - recurrence analysis
KW  - edit distance
KW  - synchronization
Y1  - 2023
U6  - https://doi.org/10.3389/fams.2023.1129105
SN  - 2297-4687
VL  - 9
PB  - Frontiers Media
CY  - Lausanne
ER  -