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。Accelerating pattern-based time series classification: a linear time and space string mining approach
Atif Raza et al.
KNOWLEDGE AND INFORMATION SYSTEMS (2020)
TS-CHIEF: a scalable and accurate forest algorithm for time series classification
Ahmed Shifaz et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2020)
Proximity Forest: an effective and scalable distance-based classifier for time series
Benjamin Lucas et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2019)
Deep learning for time series classification: a review
Hassan Ismail Fawaz et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2019)
Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations
Thach Le Nguyen et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2019)
catch22: CAnonical Time-series CHaracteristics Selected through highly comparative time-series analysis
Carl H. Lubba et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2019)
The UCR Time Series Archive
Hoang Anh Dau et al.
IEEE-CAA JOURNAL OF AUTOMATICA SINICA (2019)
Optimization Methods for Large-Scale Machine Learning
Leon Bottou et al.
SIAM REVIEW (2018)
Time Series Classification with HIVE-COTE: The Hierarchical Vote Collective of Transformation-Based Ensembles
Jason Lines et al.
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (2018)
The Singular Value Decomposition: Anatomy of Optimizing an Algorithm for Extreme Scale
Jack Dongarra et al.
SIAM REVIEW (2018)
The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances
Anthony Bagnall et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2017)
Generalized random shapelet forests
Isak Karlsson et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2016)
The BOSS is concerned with time series classification in the presence of noise
Patrick Schaefer
DATA MINING AND KNOWLEDGE DISCOVERY (2015)
Binary Shapelet Transform for Multiclass Time Series Classification
Aaron Bostrom et al.
BIG DATA ANALYTICS AND KNOWLEDGE DISCOVERY (2015)
Classification of time series by shapelet transformation
Jon Hills et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2014)
Representation Learning: A Review and New Perspectives
Yoshua Bengio et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
Satellite Image Time Series Analysis Under Time Warping
Francois Petitjean et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2012)
A High-Throughput Screening Approach to Discovering Good Forms of Biologically Inspired Visual Representation
Nicolas Pinto et al.
PLOS COMPUTATIONAL BIOLOGY (2009)
分享论文
