IEEE

Tensor-Train-Based Incremental High Order Dominant Z-Eigen Decomposition for Multi-Modal Intelligent Transportation Prediction

Abstract: Transportation big data generated from various Internet of Things devices have the feature of muti-source and heterogeneous. To efficiently represent and analyze these ubiquitous ...
IEEE

Tensor-Train-Based Higher Order Dominant Z-Eigen Decomposition for Multi-Modal Prediction and Its Cloud/Edge Implementation

Abstract: Accurate multi-modal predictions can vigorously support people's wise decisions. Predicting the future by leveraging eigentensor based multivariate Markov model or Z-eigenvector based ...