Specific emitter identification using adaptive signal feature embedded knowledge graph

M Hua, Y Zhang, J Sun, B Adebisi… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Specific emitter identification (SEI) plays an important role in secure Industrial Internet of
Things (IIoT). In recent years, many SEI methods based on machine learning (ML) and deep …

Graph Receptive Transformer Encoder for Text Classification

AC Aras, T Alikasifoglu, A Koç - IEEE Transactions on Signal …, 2024 - ieeexplore.ieee.org
By employing attention mechanisms, transformers have made great improvements in nearly
all NLP tasks, including text classification. However, the context of the transformer's attention …

Modeling Clinical Thinking Based on Knowledge Hypergraph Attention Network and Prompt Learning for Disease Prediction

Y Yang, X Li, H Wang, X Li, Y Guan… - Available at SSRN …, 2023 - papers.ssrn.com
Disease prediction requires a deep understanding of both clinical thinking and medical
knowledge. We propose a framework for the deep and dynamic interaction of empirical and …

Concept and dependencies enhanced graph convolutional networks for short text classification

H Zhang, P Bai, R Li - Journal of Intelligent & Fuzzy Systems, 2023 - content.iospress.com
Short text classification task is a special kind of text classification task in that the text to be
classified is generally short, typically generating a sparse text representation that lacks rich …

Online Sensitive Text Classification Model Based on Heterogeneous Graph Convolutional Network

G Haoxin, S Lijuan, W Jingchen… - Data Analysis and …, 2023 - manu44.magtech.com.cn
[Objective] This paper proposes a classification model for sensitive texts in online
communities based on a graph neural network, which supports public opinion governance …

Automating the Annotation of Data through Machine Learning and Semantic Technologies

LAK Pigott-Dix - 2023 - ueaeprints.uea.ac.uk
The ever-increasing scale and complexity of scientific research is surpassing our means to
assimilate newly produced knowledge. Computer tools are necessary for the organisation …