v1v2 (latest)

TEASER: Early and Accurate Time Series Classification

Data mining and knowledge discovery (DMKD), 2019

9 August 2019

Papers citing "TEASER: Early and Accurate Time Series Classification"

20 / 20 papers shown

Title
Incremental Sequence Classification with Temporal Consistency Lucas Maystre Gabriel Barello Tudor Berariu Aleix Cambray Rares Dolga Alvaro Ortega Gonzalez Andrei Nica David Barber CLL 233 0 0 22 May 2025
Early Detection of Patient Deterioration from Real-Time Wearable Monitoring SystemInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Lo Pang-Yun Ting Hong-Pei Chen An-Shan Liu Chun-Yin Yeh Po-Lin Chen Kun-Ta Chuang 236 1 0 02 May 2025
SMT(LIA) Sampling with High Diversity Yong Lai Junjie Li Chuan Luo 259 0 0 25 Feb 2025
Deep Reinforcement Learning based Triggering Function for Early Classifiers of Time Series Aurélien Renault A. Bondu Antoine Cornuéjols Vincent Lemaire 156 1 0 10 Feb 2025
ml_edm package: a Python toolkit for Machine Learning based Early Decision Making Aurélien Renault Youssef Achenchabe Édouard Bertrand A. Bondu Antoine Cornuéjols Vincent Lemaire A. Dachraoui AI4TS 173 1 0 23 Aug 2024
Representation Learning of Tangled Key-Value Sequence Data for Early Classification Tao Duan Junzhou Zhao Shuo Zhang Jing Tao Pinghui Wang 178 0 0 11 Apr 2024
Motion Code: Robust Time series Classification and Forecasting via Sparse Variational Multi-Stochastic Processes Learning Minh Nguyen Chandrajit Bajaj AI4TS 182 1 0 21 Feb 2024
Forecasting Early with Meta LearningIEEE International Joint Conference on Neural Network (IJCNN), 2023 Shayan Jawed Kiran Madhusudhanan Vijaya Krishna Yalavarthi Lars Schmidt-Thieme AI4TS 262 1 0 19 Jul 2023
On the Generalization and Approximation Capacities of Neural Controlled Differential EquationsInternational Conference on Learning Representations (ICLR), 2023 Linus Bleistein Agathe Guilloux 327 4 0 26 May 2023
Spectral Cross-Domain Neural Network with Soft-adaptive Threshold Spectral EnhancementIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Che Liu Sibo Cheng Weiping Ding Rossella Arcucci 199 13 0 10 Jan 2023
Stop&Hop: Early Classification of Irregular Time SeriesInternational Conference on Information and Knowledge Management (CIKM), 2022 Thomas Hartvigsen Walter Gerych Jidapa Thadajarassiri Xiangnan Kong Elke A. Rundensteiner AI4TS 157 14 0 21 Aug 2022
dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification Paul Boniol M. Meftah E. Remy Themis Palpanas AI4TS 108 31 0 25 Jul 2022
Early Time-Series Classification Algorithms: An Empirical Comparison C. Akasiadis E. Kladis Evangelos Michelioudakis E. Alevizos A. Artikis AI4TS 86 4 0 03 Mar 2022
Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time SeriesJournal of Biomedical Informatics (JBI), 2021 Shubhranshu Shekhar D. Eswaran Bryan Hooi J. Elmer Christos Faloutsos Leman Akoglu 193 20 0 11 Nov 2021
Snippet Policy Network for Multi-class Varied-length ECG Early ClassificationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Yu Huang Gary G. Yen V. Tseng 100 16 0 28 Jul 2021
The Power of Log-Sum-Exp: Sequential Density Ratio Matrix Estimation for Speed-Accuracy OptimizationInternational Conference on Machine Learning (ICML), 2021 Taiki Miyagawa Akinori F. Ebihara 148 3 0 28 May 2021
Early Classification of Time Series is Meaningful Youssef Achenchabe A. Bondu Antoine Cornuéjols V. Lemaire AI4TS 107 4 0 27 Apr 2021
When is Early Classification of Time Series Meaningful?IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 R. Wu Audrey Der Eamonn J. Keogh AI4TS 120 19 0 23 Feb 2021
Early Classification of Time Series. Cost-based Optimization Criterion and Algorithms Youssef Achenchabe A. Bondu Antoine Cornuéjols A. Dachraoui 161 17 0 20 May 2020
Approaches and Applications of Early Classification of Time Series: A ReviewIEEE Transactions on Artificial Intelligence (IEEE TAI), 2020 Ashish Gupta Hari Prabhat Gupta Bhaskar Biswas Tanima Dutta AI4TS 178 104 0 06 May 2020