Physics-Informed Neural Networks with Unknown Partial Differential Equations: An Application in Multivariate Time Series. [PDF]
Mortezanejad SAF +2 more
europepmc +1 more source
MD-Former: Multiscale Dual Branch Transformer for Multivariate Time Series Classification. [PDF]
Du Y +5 more
europepmc +1 more source
An Evolving Multivariate Time Series Compression Algorithm for IoT Applications. [PDF]
Costa H +4 more
europepmc +1 more source
Multivariate time series clustering analysis of the Global Dietary Database to uncover patterns in dietary trends (1990-2018). [PDF]
Matousek A, Leung TH, Pang H.
europepmc +1 more source
Discrete Representation Learning for Multivariate Time Series. [PDF]
Ajirak M +3 more
europepmc +1 more source
Protocol for processing multivariate time-series electronic health records of COVID-19 patients. [PDF]
Wang Z +10 more
europepmc +1 more source
Fitting graphical interaction models to multivariate time series. [PDF]
Eichler, Michael
core +1 more source
A Robust Multivariate Time Series Classification Approach Based on Topological Data Analysis for Channel Fault Tolerance. [PDF]
Jeung SY, Kwon JW.
europepmc +1 more source
A Survey of Deep Anomaly Detection in Multivariate Time Series: Taxonomy, Applications, and Directions. [PDF]
Wang F +5 more
europepmc +1 more source
A Reinforced, Event-Driven, and Attention-Based Convolution Spiking Neural Network for Multivariate Time Series Prediction. [PDF]
Li Y +5 more
europepmc +1 more source

