Classification-driven temporal discretization of multivariate time series

Classification of multivariate time series via temporal abstraction and time intervals mining

(2014) Robert Moskovitch et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Temporal interval pattern languages to characterize time flow

(2014) Frank Höppner et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Fast time intervals mining using the transitivity of temporal relations

(2013) Robert Moskovitch et al.   KNOWLEDGE AND INFORMATION SYSTEMS

A temporal pattern mining approach for classifying electronic health record data

(2013) Iyad Batal et al.   ACM Transactions on Intelligent Systems and Technology

Data Analysis and Data Mining: Current Issues in Biomedical Informatics

(2011) R. Bellazzi et al.   METHODS OF INFORMATION IN MEDICINE

Mining frequent arrangements of temporal intervals

(2009) Panagiotis Papapetrou et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Detection of unknown computer worms based on behavioral classification of the host

(2008) Robert Moskovitch et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS