Imagen de Portada

ExDiff: A Framework for Simulating Diffusion Processes on Complex Networks with Explainable AI Integration

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Defilippo, Annamaria, Lomoio, Ugo, Puccio, Barbara, Veltri, Pierangelo, Guzzi, Pietro Hiram
Formato:	Preprint
Publicado:	2025
Materias:	Social and Information Networks
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Kolmogorov Arnold Network Autoencoder in Medicine
por: Lomoio, Ugo, et al.
Publicado: (2025)

E-ABIN: an Explainable module for Anomaly detection in BIological Networks
por: Lomoio, Ugo, et al.
Publicado: (2025)

DCAE-SR: Design of a Denoising Convolutional Autoencoder for reconstructing Electrocardiograms signals at Super Resolution
por: Lomoio, Ugo, et al.
Publicado: (2024)

Leveraging graph neural networks for supporting Automatic Triage of Patients
por: Defilippo, Annamaria, et al.
Publicado: (2024)

A Usable GAN-Based Tool for Synthetic ECG Generation in Cardiac Amyloidosis Research
por: Speziale, Francesco, et al.
Publicado: (2026)

Decoding Rarity: Large Language Models in the Diagnosis of Rare Diseases
por: Carbonari, Valentina, et al.
Publicado: (2025)

Network Diffusion -- Framework to Simulate Spreading Processes in Complex Networks
por: Czuba, Michał, et al.
Publicado: (2024)

Towards medical AI misalignment: a preliminary study
por: Puccio, Barbara, et al.
Publicado: (2025)

Differential Analysis of Microbial Interaction Networks
por: Milano, Marianna, et al.
Publicado: (2026)

RecDiff: Diffusion Model for Social Recommendation
por: Li, Zongwei, et al.
Publicado: (2024)

HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways
por: Cosentino, Cristian, et al.
Publicado: (2025)

NetDiff: Deep Graph Denoising Diffusion for Ad Hoc Network Topology Generation
por: Marcoccia, Félix, et al.
Publicado: (2024)

Crowd: A Social Network Simulation Framework
por: Rende, Ann Nedime Nese, et al.
Publicado: (2024)

The Decay of Impact with Network Distance in Linear Diffusion Processes
por: Murray-Watters, Alexander, et al.
Publicado: (2026)

FastGEMF: Scalable High-Speed Simulation of Stochastic Spreading Processes over Complex Multilayer Networks
por: Samaei, Mohammad Hossein, et al.
Publicado: (2024)

Enhancing Node Representations for Real-World Complex Networks with Topological Augmentation
por: Zhao, Xiangyu, et al.
Publicado: (2024)

Interpretable Transformer Hawkes Processes: Unveiling Complex Interactions in Social Networks
por: Meng, Zizhuo, et al.
Publicado: (2024)

Understanding How Network Geometry Influences Diffusion Processes in Complex Networks: A Focus on Cryptocurrency Blockchains and Critical Infrastructure Networks
por: Mustaquim, S M, et al.
Publicado: (2025)

Astro Generative Network: A Variational Framework for Controlled Node Insertion in Incomplete Complex Networks
por: Jalali, Mehrdad, et al.
Publicado: (2026)

Network-Based Video Recommendation Using Viewing Patterns and Modularity Analysis: An Integrated Framework
por: Maghsoudi, Mehrdad, et al.
Publicado: (2023)

Unified Framework for Complex Graph-Data: Introducing the Hybrid Layered Network Model
por: Chatterjee, Shraban Kumar, et al.
Publicado: (2023)

Directory of Texas Library Networks and Information Systems.
por: Duke, Barbara
Publicado: (1980)

DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector
por: Li, Jinghan, et al.
Publicado: (2024)

Human and social capital strategies for Mafia network disruption
por: Ficara, Annamaria, et al.
Publicado: (2022)

Community Detection on Model Explanation Graphs for Explainable AI
por: Moradi, Ehsan
Publicado: (2025)

Agent-Based Modelling Meets Generative AI in Social Network Simulations
por: Ferraro, Antonino, et al.
Publicado: (2024)

An Integrated Epidemic Simulation Workflow for Submodular Intervention Strategies
por: Barik, Reet, et al.
Publicado: (2024)

Emotion Diffusion in Real and Simulated Social Graphs: Structural Limits of LLM-Based Social Simulation
por: Qiang, Qiqi
Publicado: (2025)

HOG-Diff: Higher-Order Guided Diffusion for Graph Generation
por: Huang, Yiming, et al.
Publicado: (2025)

Heterogeneous Interaction Network Analysis (HINA): A New Learning Analytics Approach for Modelling, Analyzing, and Visualizing Complex Interactions in Learning Processes
por: Feng, Shihui, et al.
Publicado: (2026)

Statistical Complexity of Heterogeneous Geometric Networks
por: Smith, Keith Malcolm, et al.
Publicado: (2023)

Scalable Continuous-time Diffusion Framework for Network Inference and Influence Estimation
por: Huang, Keke, et al.
Publicado: (2024)

EMIF: Evidence-aware Multi-source Information Fusion Network for Explainable Fake News Detection
por: Dong, Qingxing, et al.
Publicado: (2024)

A Simulation Framework for Studying Recommendation-Network Co-evolution in Social Platforms
por: Koley, Gaurav, et al.
Publicado: (2025)

Human-Centric Community Detection in Hybrid Metaverse Networks with Integrated AI Entities
por: Chiu, Shih-Hsuan, et al.
Publicado: (2025)

Complex-Weighted Convolutional Networks: Provable Expressiveness via Complex Diffusion
por: Amado, Cristina López, et al.
Publicado: (2025)

Homophily in Complex Networks: Measures, Models, and Applications
por: Saxena, Akrati, et al.
Publicado: (2025)

Shared Nodes of Overlapping Communities in Complex Networks
por: Kuikka, Vesa, et al.
Publicado: (2025)

Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings
por: Nakis, Nikolaos, et al.
Publicado: (2024)

Enhancing Explainability of Knowledge Learning Paths: Causal Knowledge Networks
por: Wei, Yuang, et al.
Publicado: (2024)