Discovering time series motifs of all lengths using dynamic time warping

Time series motifs discovery under DTW allows more robust discovery of conserved structure

(2021) Sara Alaee et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Time-series forecasting with deep learning: a survey

(2021) Bryan Lim et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

A Review on Outlier/Anomaly Detection in Time Series Data

(2021) Ane Blázquez-García et al.   ACM COMPUTING SURVEYS

Deep learning for time series classification: a review

(2019) Hassan Ismail Fawaz et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Domain agnostic online semantic segmentation for multi-dimensional time series

(2018) Shaghayegh Gharghabi et al.   DATA MINING AND KNOWLEDGE DISCOVERY

A review on distance based time series classification

(2018) Amaia Abanda et al.   DATA MINING AND KNOWLEDGE DISCOVERY

An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study

(2017) David Murray et al.   Scientific Data

Machine Learning for Characterization of Insect Vector Feeding

(2016) Denis S. Willett et al.   PLoS Computational Biology

Outlier Detection for Temporal Data: A Survey

(2014) Manish Gupta et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING