InceptionTime: Finding AlexNet for time series classification

Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series

(2019) Charlotte Pelletier et al.   Remote Sensing

Proximity Forest: an effective and scalable distance-based classifier for time series

(2019) Benjamin Lucas et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Understanding the effective receptive field in semantic image segmentation

(2018) Yongge Liu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Surgical motion analysis using discriminative interpretable patterns

(2018) Germain Forestier et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Randomness in neural networks: an overview

(2017) Simone Scardapane et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

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

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE

Time series classification with ensembles of elastic distance measures

(2014) Jason Lines et al.   DATA MINING AND KNOWLEDGE DISCOVERY

The BOSS is concerned with time series classification in the presence of noise

(2014) Patrick Schäfer   DATA MINING AND KNOWLEDGE DISCOVERY

Classification of time series by shapelet transformation

(2013) Jon Hills et al.   DATA MINING AND KNOWLEDGE DISCOVERY

The Move-Split-Merge Metric for Time Series

(2012) Alexandra Stefan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Time Warp Edit Distance with Stiffness Adjustment for Time Series Matching

(2009) P.-F. Marteau   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE