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DSCo: A Language Modeling Approach for Time Series Classification
Machine Learning and Data Mining in Pattern Recognition - Lecture Notes in Computer Science
◽
10.1007/978-3-319-41920-6_22
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2016
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pp. 294-310
◽
Cited By ~ 3
Author(s):
Daoyuan Li
◽
Li Li
◽
Tegawendé F. Bissyandé
◽
Jacques Klein
◽
Yves Le Traon
Keyword(s):
Time Series
◽
Language Modeling
◽
Time Series Classification
◽
Modeling Approach
Download Full-text
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References
DSCo-NG: A Practical Language Modeling Approach for Time Series Classification
Lecture Notes in Computer Science - Advances in Intelligent Data Analysis XV
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10.1007/978-3-319-46349-0_1
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2016
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pp. 1-13
◽
Cited By ~ 3
Author(s):
Daoyuan Li
◽
Tegawendé F. Bissyandé
◽
Jacques Klein
◽
Yves Le Traon
Keyword(s):
Time Series
◽
Language Modeling
◽
Time Series Classification
◽
Modeling Approach
Download Full-text
Multiple fault diagnosis for hydraulic systems using Nearest-centroid-with-DBA and Random-Forest-based-time-series-classification
2020 39th Chinese Control Conference (CCC)
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10.23919/ccc50068.2020.9189401
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2020
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Author(s):
Zhijie Peng
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Ke Zhang
◽
Yi Chai
Keyword(s):
Time Series
◽
Fault Diagnosis
◽
Random Forest
◽
Time Series Classification
◽
Hydraulic Systems
◽
Multiple Fault
◽
Multiple Fault Diagnosis
Download Full-text
A Frequent Pattern Based Time Series Classification Framework
JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY
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10.3724/sp.j.1146.2009.00135
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2010
◽
Vol 32
(2)
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pp. 261-266
Author(s):
Li Wan
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Jian-xin Liao
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Xiao-min Zhu
◽
Ping Ni
Keyword(s):
Time Series
◽
Frequent Pattern
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Time Series Classification
◽
Classification Framework
Download Full-text
Uncertain Time Series Classification with Shapelet Transform
2020 International Conference on Data Mining Workshops (ICDMW)
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10.1109/icdmw51313.2020.00044
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2020
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Author(s):
Michael Franklin Mbouopda
◽
Engelbert Mephu Nguifo
Keyword(s):
Time Series
◽
Time Series Classification
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Uncertain Time
Download Full-text
Time series classification of radio signal strength for qualitative estimate of UAV motion
Machine Learning with Applications
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10.1016/j.mlwa.2021.100027
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2021
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pp. 100027
Author(s):
Samuel Teague
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Javaan Chahl
Keyword(s):
Time Series
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Radio Signal
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Signal Strength
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Time Series Classification
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Qualitative Estimate
Download Full-text
Meta-Learning For Few-Shot Time Series Classification
IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium
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10.1109/igarss39084.2020.9441016
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2020
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Author(s):
Sherrie Wang
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Marc Ruswurm
◽
Marco Korner
◽
David B. Lobell
Keyword(s):
Time Series
◽
Time Series Classification
◽
Meta Learning
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Time-series classification with an all-optical recurrent neuron
2020 European Conference on Optical Communications (ECOC)
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10.1109/ecoc48923.2020.9333208
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2020
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Author(s):
G. Mourgias-Alexandris
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N. Passalis
◽
G. Dabos
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A. Totovic
◽
A. Tefas
◽
...
Keyword(s):
Time Series
◽
Time Series Classification
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All Optical
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RTFN: A Robust Temporal Feature Network for Time Series Classification
Information Sciences
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10.1016/j.ins.2021.04.053
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2021
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Author(s):
Zhiwen Xiao
◽
Xin Xu
◽
Huanlai Xing
◽
Shouxi Luo
◽
Penglin Dai
◽
...
Keyword(s):
Time Series
◽
Time Series Classification
◽
Temporal Feature
Download Full-text
Incorporating context within the language modeling approach for ad hoc information retrieval
ACM SIGIR Forum
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10.1145/1147197.1147211
◽
2006
◽
Vol 40
(1)
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pp. 70-70
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Cited By ~ 1
Author(s):
Leif Azzopardi
Keyword(s):
Information Retrieval
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Ad Hoc
◽
Language Modeling
◽
Modeling Approach
Download Full-text
A deep multi-task representation learning method for time series classification and retrieval
Information Sciences
◽
10.1016/j.ins.2020.12.062
◽
2021
◽
Vol 555
◽
pp. 17-32
Author(s):
Ling Chen
◽
Donghui Chen
◽
Fan Yang
◽
Jianling Sun
Keyword(s):
Time Series
◽
Representation Learning
◽
Learning Method
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Time Series Classification
◽
Task Representation
Download Full-text
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