Graph-Based Representations in Pattern Recognition, Kartoniert / Broschiert

Klappentext

.- 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.