9 citations · 10 across the 6 of their papers we have counts for
3 papers · 1 filter
AWT -- Clustering Meteorological Time Series Using an Aggregated Wavelet Tree
Christina Pacher, Irene Schicker, Rosmarie deWit +2
Both clustering and outlier detection play an important role for meteorological measurements. We present the AWT algorithm, a clustering algorithm for time series data that also pe…
Causal Discovery in Hawkes Processes by Minimum Description Length
Amirkasra Jalaldoust, Katerina Hlavackova-Schindler, Claudia Plant
Hawkes processes are a special class of temporal point processes which exhibit a natural notion of causality, as occurrence of events in the past may increase the probability of ev…
Interpretable Gait Recognition by Granger Causality
Michal Balazia, Katerina Hlavackova-Schindler, Petr Sojka +1
Which joint interactions in the human gait cycle can be used as biometric characteristics? Most current methods on gait recognition suffer from the lack of interpretability. We pro…