Graph-Based Representations in Pattern Recognition: 14th IAPR-TC-15 International Workshop, GbRPR 2025, Caen, France, June 2527, 2025, Proceedings [Pehme köide]

.- Cybersecurity based on Graph models.


.- A Modular Triple Exchange Co-learning Framework for Anomaly Detection in
Scarcely Labeled Graph Data.


.- Advanced Malware Detection in Code Repositories Using Graph Neural
Network.


.- Resistance Distance Guided Node Injection Attack on Graph Neural Network.


.- Graph based bioinformatics.


.- Gene Co-Expression Networks Are Poor Proxies for Expert-Curated
Gene Regulatory Networks.


.- Graph Neural Network Based on Molecular and Pharmacophoric Features for
Drug Design Applications.


.- Graph-Based Representations of Almost Constant Graphs for
Nanotoxicity Prediction.


.- Label Modulated Dynamic Graph Convolution for Subcellular Structure
Segmentation from Nanoscopy Image.


.- Insights on Using Graph Neural Networks for Sulcal Graphs Predictive
Models.


.- Graph Neural Networks for Multimodal Brain Connectivity Analysis in
Multiple Sclerosis.


.- Graph similarities and graph patterns.


.-  A Geometric Perspective on Graph Similarity Learning using Convex Hulls.


.- VF-GPU: Exploiting Parallel GPU Architectures to Solve Subgraph
Isomorphis.


.- Grammatical Path Network: Unveiling Cycles Through Path Computation.


.- Deep QMiner: Towards a generalized DeepQ-Learning Approach for
Graph Pattern Mining.


.- GNN: shortcomings and solutions.


.- An Empirical Investigation of Shortcuts in Graph Learning.


.-  A General Sampling Framework for Graph Convolutional Network Training.


.- Fusion of GNN and GBDT Models for Graph and Node Classification.


.- Harnessing GraphSAGE for Learning Representations of Massive Transactional
networks.


.- Entropy-Guided Graph Clustering via Rényi Optimization.


.- Graph learning and computer vision.


.- Exploring a Graph Regression Problem in River Networks.


.- Saliency Matters: from nodes to objects.


.- Hierarchical super-pixels graph neural networks for image semantic
segmentation.


.- Lifting some Secrets about Contrast Pyramids.


.- An Evolution Equation Involving the Generalized Biased Infinity
Laplacian on Graphs.


.- Doc2Graph-X: A Multilingual Graph-Based Framework for Form Understanding.


.- VisHubGAT: Visible Connectivity and Hub Nodes for Multimodal
Entity Extraction.