Comparing Similarity Perception in Time Series Visualizations

A common challenge faced by many domain experts working with time series data is how to identify and compare similar patterns. This operation is fundamental in high-level tasks, such as detecting recurring phenomena or creating clusters of similar temporal sequences. While automatic measures exist t...

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Veröffentlicht in:	IEEE transactions on visualization and computer graphics 2019-01, Vol.25 (1), p.523-533
Hauptverfasser:	Gogolou, Anna, Tsandilas, Theophanis, Palpanas, Themis, Bezerianos, Anastasia
Format:	Artikel
Sprache:	eng
Schlagworte:	Alignment automatic similarity search Charts colorfields Computer Science Data visualization Electroencephalography Encoding evaluation Graphical representations Graphs horizon graphs Human-Computer Interaction line charts Position measurement Sequences Similarity Similarity measures similarity perception Task analysis Time measurement Time series Time series analysis Visual perception Visualization
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