Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations

Deep learning for time series classification: a review

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

Wearable Inertial Sensor Systems for Lower Limb Exercise Detection and Evaluation: A Systematic Review

(2018) Martin O’Reilly et al.   SPORTS MEDICINE

Classification of deadlift biomechanics with wearable inertial measurement units

(2017) Martin A. O'Reilly et al.   JOURNAL OF BIOMECHANICS

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

Scalable time series classification

(2015) Patrick Schäfer   DATA MINING AND KNOWLEDGE DISCOVERY

Using dynamic time warping distances as features for improved time series classification

(2015) Rohit J. Kate   DATA MINING AND KNOWLEDGE DISCOVERY

Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles

(2015) Anthony Bagnall et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

A Bag-of-Features Framework to Classify Time Series

(2013) M. G. Baydogan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Experimental comparison of representation methods and distance measures for time series data

(2012) Xiaoyue Wang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Rotation-invariant similarity in time series using bag-of-patterns representation

(2012) Jessica Lin et al.   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

Time series shapelets: a novel technique that allows accurate, interpretable and fast classification

(2010) Lexiang Ye et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Countermovement jump performance assessment using a wearable 3D inertial measurement unit

(2010) Pietro Picerno et al.   JOURNAL OF SPORTS SCIENCES

Relationship Between Countermovement Jump Performance and Multijoint Isometric and Dynamic Tests of Strength

(2010) James L Nuzzo et al.   JOURNAL OF STRENGTH AND CONDITIONING RESEARCH

Validity and Reliability of Optojump Photoelectric Cells for Estimating Vertical Jump Height

(2010) Julia F Glatthorn et al.   JOURNAL OF STRENGTH AND CONDITIONING RESEARCH