- A Differentiable Approximation of the Graph Edit Distance.- Learning Graph Similarity by Counting Holes in Simplicial Complexes.- Community-Hop: Enhancing Node Classification through Community Preference.- Spatio-Temporal Graph Neural Networks for Water Temperature Modeling.- Enhancing IoT Network Security with Graph Neural Networks for Node Anomaly Detection.- LSTM Networks and Graph Neural Networks for Predicting Events of Hypoglycemia.- Evaluation metrics in Saliency Maps applied to Graph Regression.- LESI-GNN: an Interpretable Graph Neural Network based on Local Structures Embedding.
- Mixture of Variational Graph Autoencoders.- Multimodality Calibration in 3D Multi Input-Multi Output Network for Dementia Diagnosis with Incomplete Acquisitions.- Multi-modal Medical Images Classification Using Meta-learning Algorithms.- From semantic segmentation of natural images to medical image segmentation using ViT-based architectures.- Chronic Wound Segmentation and Measurement Using Semi-Supervised Hierarchical Convolutional Neural Networks.- ZIRACLE: Zero-shot composed Image Retrieval with Advanced Component-Level Emphasis.- Improving Object Detector Performance on Low-Quality Images using Histogram Matching and Model Stacking.- Comparing Learning Methods to Enhance Decision-Making in Simulated Curling.
- An empirical characterization of the stability of Isolation Forest results.- Automated Classification of Android Games using Word Embeddings.- An interesting property of Random Forest distances with respect to the curse of dimensionality.