JOURNAL ARTICLE

Improving position encoding of transformers for multivariate time series classification

Navid Mohammadi FoumaniChang Wei TanGeoffrey I. WebbMahsa Salehi

Year: 2023 Journal:   Data Mining and Knowledge Discovery Vol: 38 (1)Pages: 22-48   Publisher: Springer Science+Business Media
Keywords:
Computer science Position (finance) Encoding (memory) Embedding Time series Transformer Series (stratigraphy) Algorithm Pattern recognition (psychology) Artificial intelligence Machine learning Engineering

Metrics

145
Cited By
38.92
FWCI (Field Weighted Citation Impact)
28
Refs
1.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Time Series Analysis and Forecasting
Physical Sciences →  Computer Science →  Signal Processing
Anomaly Detection Techniques and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence
Complex Systems and Time Series Analysis
Social Sciences →  Economics, Econometrics and Finance →  Economics and Econometrics

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