Shape-Sphere: A metric space for analysing time series by their shape

An evolutionary approach for efficient prototyping of large time series datasets

(2019) Pablo Leon-Alcaide et al.   INFORMATION SCIENCES

Time-series averaging using constrained dynamic time warping with tolerance

(2018) Marion Morel et al.   PATTERN RECOGNITION

Deep Convolutional Identifier for Dynamic Modeling and Adaptive Control of Unmanned Helicopter

(2018) Yu Kang et al.   IEEE Transactions on Neural Networks and Learning Systems

The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances

(2016) Anthony Bagnall et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm

(2015) François Petitjean et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Applications and Comparisons of Four Time Series Models in Epidemiological Surveillance Data

(2014) Xingyu Zhang et al.   PLoS One

Application of an Autoregressive Integrated Moving Average Model for Predicting the Incidence of Hemorrhagic Fever with Renal Syndrome

(2012) Qi Li et al.   AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE

A SURVEY OF CLUSTERING ENSEMBLE ALGORITHMS

(2011) SANDRO VEGA-PONS et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Time series analysis as input for clinical predictive modeling: Modeling cardiac arrest in a pediatric ICU

(2011) Curtis E Kennedy et al.   Theoretical Biology and Medical Modelling

A global averaging method for dynamic time warping, with applications to clustering

(2010) François Petitjean et al.   PATTERN RECOGNITION

Towards the evaluation of time series protection methods

(2009) Jordi Nin et al.   INFORMATION SCIENCES