Heterogeneous feature learning network for multimodal remote sensing image collaborative classification
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2024.2370502
Abstract: ABSTRACT While multimodal remote sensing data processing has garnered growing interests in the geoscience field, how to effectively extract, represent, and fuse heterogeneous features remains challenging. In this article, a novel heterogeneous feature learning network… read more here.
Keywords: remote; remote sensing; heterogeneous feature; network ... See more keywords
Heterogeneous Feature Based Time Series Classification With Attention Mechanism
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2022.3188393
Abstract: Time series classification (TSC) problem has been a significantly attractive research problem for decades. A large number of models with various types of features have been proposed. However, with the rapid development of new applications,… read more here.
Keywords: time; heterogeneous feature; time series; classification ... See more keywords
EVHF-GCN: An Emergency Vehicle Priority Scheduling Model Based on Heterogeneous Feature Fusion With Graph Convolutional Networks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3349591
Abstract: Traffic flow prediction is a crucial aspect of Intelligent Transport Systems, offering a scientific foundation for urban transport system management and planning. However, predicting traffic flow becomes challenging due to its susceptibility to diverse static… read more here.
Keywords: emergency vehicle; emergency; traffic flow; heterogeneous feature ... See more keywords
Online Heterogeneous Feature Selection.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2025.3635888
Abstract: Many real-world datasets contain high-dimensional heterogeneous features, exhibiting complex and evolving distributions. The coexistence of high dimensionality and heterogeneity poses challenges for reliable feature selection and real-time analysis, while most existing feature selection solutions either… read more here.
Keywords: heterogeneous feature; feature; online heterogeneous; graph ... See more keywords