D3.1 Definition, specifications and SotA

The study defines the possible definition, specifications for the taxiway and runway monitoring and decision support in RDTs application domain and consequently the functional requirements of the XAI, human-centred XAI, HMI and HAIT solutions in a customized way. Here, it identifies the transparency in AI based on a systematic literature review on AI explainability, HMI and GUI with human-centred XAI in the domain of RDTs, i.e., taxiway and runway monitoring. The task will also identify the SotA techniques and approach for interactive data visualisation, human-centric AI model development and hAIi interfaces, and HAIT in RDT domain.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-23
DOI
https://doi.org/10.5281/zenodo.15722461
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
Field-Weighted Citation Impact
0.00
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article

D3.1 Definition, specifications and SotA

Zenodo (CERN European Organization for Nuclear Research)
Explainable Artificial Intelligence (XAI)
article

D3.1 Definition, specifications and SotA

article en

Abstract

The study defines the possible definition, specifications for the taxiway and runway monitoring and decision support in RDTs application domain and consequently the functional requirements of the XAI, human-centred XAI, HMI and HAIT solutions in a customized way. Here, it identifies the transparency in AI based on a systematic literature review on AI explainability, HMI and GUI with human-centred XAI in the domain of RDTs, i.e., taxiway and runway monitoring. The task will also identify the SotA techniques and approach for interactive data visualisation, human-centric AI model development and hAIi interfaces, and HAIT in RDT domain.

Zenodo (CERN European Organization for Nuclear Research)
Mälardalen University (SE)
Peace, Justice and strong institutions
Openalex Percentile: Top 76%
Explainable Artificial Intelligence (XAI)
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