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Research article

First published 2025-12

Graph Data Augmentation for Graph Convolutional Networks Learning in Robust Mental Disorder Prediction with Limited and Noisy Labels

Jiacheng Pan, Yihong Dong, Daogen Jiang [...]

Journal of Computational Biology

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Research article

First published 2018

Minimum Cardinality Point-to-point Connectivity Augmentation Problem

Mehdy Roayaei, MohammadReza Razzazi

Fundamenta Informaticae

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Research article

First published 2025-9

Exploring the latent space distribution of a graph autoencoder trained on 3D models of modernist architecture

Erik Bauscher, Thomas Wortmann

International Journal of Architectural Computing

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Research article

First published 2025

Semantic-Based Data Augmentation for Machine Learning Prediction Enhancement

Majlinda Llugiqi, Fajar J Ekaputra, Marta Sabou

Neurosymbolic Artificial Intelligence

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Research article

First published 2024-11

Integrating Ontologies and Large Language Models to Implement Retrieval Augmented Generation

Michael DeBellis, Nivedita Dutta, Jacob Gino [...]

Applied Ontology

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Research article

First published 2023-11-04

A self-supervised learning of semantic feature consistency for image clustering

Junfen Chen, Jie Han, Bojun Xie [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-10

Intelligent Condition Monitoring of High-Formwork Support Systems: A Hybrid FEM-Deep Learning Approach with Large Language Model Integration

Linlin Zhao, Jasper Mbachu, Liang Liu [...]

Science Progress

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Research article

First published 2025-02-18

Collaborative graph contrastive learning for recommendation

Tao Wei, Changchun Yang, Yanqi Zheng [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025

Structural entropy based graph contrastive learning for node classification

Jun Zhang, Liang Duan, Xiang Chen [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2016-3

Entity resolution in disjoint graphs: An application on genealogical data

Hossein Rahmani, Bijan Ranjbar-Sahraei, Gerhard Weiss [...]

Intelligent Data Analysis: An International Journal

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