Stat-DSM: Statistically Discriminative Sub-Trajectory Mining With Multiple Testing Correction

We propose a novel statistical approach to evaluate the statistical significance (reliability) of the results from discriminative sub-trajectory mining, which we call Statistically Discriminative Sub-trajectory Mining (Stat-DSM) . Given two groups of trajectories, the goal of Stat-DSM is to extract...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on knowledge and data engineering 2022-03, Vol.34 (3), p.1477-1488
Hauptverfasser:	Le Duy, Vo Nguyen, Sakuma, Takuto, Ishiyama, Taiju, Toda, Hiroki, Arai, Kazuya, Karasuyama, Masayuki, Okubo, Yuta, Sunaga, Masayuki, Hanada, Hiroyuki, Tabei, Yasuo, Takeuchi, Ichiro
Format:	Artikel
Sprache:	eng
Schlagworte:	Data mining Datasets Hurricanes Indexes multiple hypothesis testing Permutations Probability Reliability Reliability analysis significant pattern mining Statistical analysis Statistical inference statistical testing Testing Trajectory Trajectory control Trajectory mining
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!