Discovery Science : 27th International Conference, DS 2024, Pisa, Italy, October 14–16, 2024, Proceedings, Part I

著者名：Pedreschi, Dino (EDT)/Monreale, Anna (EDT)/Guidotti, Riccardo (EDT)/Pellungrini, Roberto (EDT)/Naretto, Francesca (EDT)

Springer（2025/01/27発売）

• 言語：ENG
• ISBN：9783031789762
• eISBN：9783031789779

Description

The two-volume set LNAI 15243 + 15244 constitutes the proceedings of the 27th International Conference on Discovery Science, DS 2024, which took place in Pisa, Italy, during October 14-16, 2024.

The 53 full papers presented in the proceedings were carefully reviewed and selected from 121 submissions. They were organized in topical sections as follows: 

Part I: LLM, Text Analytics, and Ethical Aspects of AI; Natural Language Processing, Sequential Data and Science Discovery; Data-Driven Science Discovery Methodologies; Graph Neural Network, Graph Theory, Unsupervised Learning and Regression; 

Part II: Tree-Based Models and Causal Discovery; Security and Anomaly Detection; Computer Vision and Explainable AI; Classification Models; SoBigData++: City for Citizens and Explainable AI; SoBigData++: Societal Debates and Misinformation Analysis.

 

Table of Contents

LLM, Text Analytics, and Ethical Aspects of AI.- Natural Language Processing, Sequential Data and Science Discovery.- Data-Driven Science Discovery Methodologies; Graph Neural Network, Graph Theory.- Unsupervised Learning and Regression.