An Empirical Evaluation of Similarity Measures for Time Series Classification

16 January 2014

Papers citing "An Empirical Evaluation of Similarity Measures for Time Series Classification"

26 / 26 papers shown

Title
Fast Gradient Computation for Gromov-Wasserstein Distance Wei Zhang Zihao Wang Jie Fan Hao Wu Yong Zhang OT 91 1 0 13 Apr 2024
SCADDA: Spatio-temporal cluster analysis with density-based distance augmentation and its application to fire carbon emissions Ben Moews Antonia Gieschen 22 0 0 07 Nov 2023
Autoencoder Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm Jonas Köhne Lars Henning C. Gühmann 37 3 0 09 Sep 2022
Forecasting the abnormal events at well drilling with machine learning E. Gurina Nikita Klyuchnikov Ksenia Antipova D. Koroteev MedIm AI4CE 100 17 0 10 Mar 2022
Semantic of Cloud Computing services for Time Series workflows Manuel Parra-Royón Francisco J. Baldán G. Atemezing J. M. Benítez AI4TS 24 0 0 01 Feb 2022
Towards Similarity-Aware Time-Series Classification Daochen Zha Kwei-Herng Lai Kaixiong Zhou Helen Zhou AI4TS 99 25 0 05 Jan 2022
Feature Selection on a Flare Forecasting Testbed: A Comparative Study of 24 Methods Atharv Yeoleka Sagar Patel Shreejaa Talla Krishna Rukmini Puthucode Azim Ahmadzadeh V. Sadykov R. Angryk 23 4 0 30 Sep 2021
Improving state estimation through projection post-processing for activity recognition with application to football Michał Ciszewski Jakob Söhl G. Jongbloed 19 0 0 05 Feb 2021
Free congruence: an exploration of expanded similarity measures for time series data Lucas Cassiel Jacaruso AI4TS 16 0 0 17 Jan 2021
Automatic Registration and Clustering of Time Series Michael Weylandt George Michailidis AI4TS 58 2 0 08 Dec 2020
Modeling Financial Time Series using LSTM with Trainable Initial Hidden States Jung-Yel Hwang AI4TS AIFin 21 2 0 14 Jul 2020
TripMD: Driving patterns investigation via Motif Analysis M. Silva R. Henriques 10 5 0 07 Jul 2020
An Overview of Distance and Similarity Functions for Structured Data Santiago Ontañón 92 87 0 18 Feb 2020
Clustering Time-Series by a Novel Slope-Based Similarity Measure Considering Particle Swarm Optimization Hossein Kamalzadeh Abbas Ahmadi Saei Mansour AI4TS 18 24 0 05 Dec 2019
Dynamic Time Warp Convolutional Networks Yaniv Shulman AI4TS 26 0 0 05 Nov 2019
Synthesis of Realistic ECG using Generative Adversarial Networks Anne Marie Delaney Eoin Brophy T. Ward 71 82 0 19 Sep 2019
Application of Machine Learning to accidents detection at directional drilling E. Gurina Nikita Klyuchnikov Alexey Zaytsev Evgenia Romanenkova Ksenia Antipova I. Simon V. Makarov D. Koroteev 96 50 0 06 Jun 2019
Modelling antimicrobial prescriptions in Scotland: A spatio-temporal clustering approach Antonia Gieschen J. Ansell R. Calabrese Belén Martín-Barragán 21 1 0 18 Apr 2019
NeuralWarp: Time-Series Similarity with Warping Networks Josif Grabocka Lars Schmidt-Thieme AI4TS 82 29 0 20 Dec 2018
A review on distance based time series classification A. Abanda U. Mori Jose A. Lozano AI4TS 78 252 0 12 Jun 2018
Towards a universal neural network encoder for time series Joan Serrà Santiago Pascual Alexandros Karatzoglou AI4TS 84 123 0 10 May 2018
Report: Dynamic Eye Movement Matching and Visualization Tool in Neuro Gesture Qiangeng Xu John Kender 20 0 0 27 Dec 2017
Sparsification of the Alignment Path Search Space in Dynamic Time Warping Saeid Soheily-Khah P. Marteau AI4TS 20 18 0 13 Nov 2017
Clustering Based Feature Learning on Variable Stars Cristóbal Mackenzie K. Pichara P. Protopapas 28 28 0 29 Feb 2016
Ranking and significance of variable-length similarity-based time series motifs Joan Serrà Isabel Serra Á. Corral J. Arcos AI4TS 18 6 0 06 Mar 2015
Particle swarm optimization for time series motif discovery Joan Serrà J. Arcos AI4TS 33 28 0 29 Jan 2015