The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances
出版年份 2016 全文链接
标题
The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances
作者
关键词
Time series classification, Shapelets, Elastic distance measures, Time series similarity
出版物
DATA MINING AND KNOWLEDGE DISCOVERY
Volume 31, Issue 3, Pages 606-660
出版商
Springer Nature
发表日期
2016-11-23
DOI
10.1007/s10618-016-0483-9
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Time series representation and similarity based on local autopatterns
- (2015) Mustafa Gokce Baydogan et al. 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
- Highly Comparative Feature-Based Time-Series Classification
- (2014) Ben D. Fulcher et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Non-isometric transforms in time series classification using DTW
- (2014) Tomasz Górecki et al. KNOWLEDGE-BASED SYSTEMS
- Classification of time series by shapelet transformation
- (2013) Jon Hills et al. DATA MINING AND KNOWLEDGE DISCOVERY
- CID: an efficient complexity-invariant distance for time series
- (2013) Gustavo E. A. P. A. Batista et al. 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
- A time series forest for classification and feature extraction
- (2013) Houtao Deng et al. INFORMATION SCIENCES
- A Run Length Transformation for Discriminating Between Auto Regressive Time Series
- (2013) Anthony Bagnall et al. JOURNAL OF CLASSIFICATION
- A database of Caenorhabditis elegans behavioral phenotypes
- (2013) Eviatar Yemini et al. NATURE METHODS
- Using derivatives in time series classification
- (2012) Tomasz Górecki et al. DATA MINING AND KNOWLEDGE DISCOVERY
- Experimental comparison of representation methods and distance measures for time series data
- (2012) Xiaoyue Wang 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
- 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
- Weighted dynamic time warping for time series classification
- (2010) Young-Seon Jeong et al. PATTERN RECOGNITION
- Time Warp Edit Distance with Stiffness Adjustment for Time Series Matching
- (2009) P.-F. Marteau IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Time series clustering and classification by the autoregressive metric
- (2007) Marcella Corduas et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now