On time series classification with dictionary-based classifiers
Author:
Affiliation:
1. University of East Anglia, Norwich Research Park, UK
2. University of Rennes 1, IRISA, LETG-Rennes COSTEL, France
Publisher
IOS Press
Subject
Artificial Intelligence,Computer Vision and Pattern Recognition,Theoretical Computer Science
Reference28 articles.
1. A run length transformation for discriminating between auto regressive time series;Bagnall;Journal of Classification,2014
2. The great time series classification bake off: A review and experimental evaluation of recent algorithmic advances;Bagnall;Data Mining and Knowledge Discovery,2017
3. Time-series classification with COTE: The collective of transformation-based ensembles;Bagnall;IEEE Transactions on Knowledge and Data Engineering,2015
4. Time series representation and similarity based on local autopatterns;Baydogan;Data Mining and Knowledge Discovery,2016
5. A bag-of-features framework to classify time series;Baydogan;IEEE Transactions on Pattern Analysis and Machine Intelligence,2013
Cited by 46 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. HybridCBAMNet: Enhancing time series binary classification with convolutional recurrent networks and attention mechanisms;Measurement;2024-09
2. DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification;IEEE Transactions on Cognitive and Developmental Systems;2024-08
3. Self-Bidirectional Decoupled Distillation for Time Series Classification;IEEE Transactions on Artificial Intelligence;2024-08
4. Time series insights from the shopfloor: A real-world dataset of pneumatic pressure and electrical current in discrete manufacturing;Data in Brief;2024-08
5. FedST: secure federated shapelet transformation for time series classification;The VLDB Journal;2024-07-26
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3