Explainable AI in Space

First International Workshop, EASi 2025, Bologna, Italy, October 26, 2025, Proceedings

AvJakub Nalepa,Przemysław Biecek

Häftad, Engelska, 2026

Del i serien Communications in Computer and Information Science

1 221 kr

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Beskrivning

This book constitutes the refereed proceedings of the First International Workshop on Explainable AI in Space, EASi 2025, in Bologna, Italy, during October 2025.The 8 full papers presented were carefully reviewed and selected from 10 submissions. The Explainable AI in Space (EASi) workshop addressed a critical intersection between explainable AI (XAI) and space applications, offering broad relevance to multiple research and industrial communities beyond traditional AI approaches.

Produktinformation

Utgivningsdatum:2026-07-26
Mått:155 x 235 x undefined mm
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Förlag:Springer Nature Switzerland AG
ISBN:9783032299055

Utforska kategorier

Rymdforskning inom Naturvetenskap och teknik
Artificiell intelligens inom Data och IT

Innehållsförteckning

.- Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery..- From Black Box to White Box: Explainable Soil Contaminant Prediction using SHAP and Symbolic Regression.- Explaining Machine Learning Models for Methane Detection in Hyperspectral Images..- Explainable Feature Importance in Earth Observation Parameter Estimation Using Physics-Aware Neural Network Pruning..- Explainable Plant Phenotyping Using Symbolic Representations for Spectroscopic Scans..- On-board Telemetry Monitoring in Autonomous Satellites: Challenges and Opportunities..- Runtime Verification of Prediction Based on a Formal Specification of Assumptions..- Kolmogorov-Arnold Graph Neural Networks for Wavelet-Enhanced QoS-Driven Orchestration in LoRa-Based Communication Systems.