313 citations
- Advanced Digital Sciences CenterSG8 papers
- University of Illinois Urbana-ChampaignUS7 papers
- Nanyang Technological UniversitySG6 papers
- Nanjing UniversityCN3 papers
- University of BolognaIT3 papers
- University of HullGB3 papers
- Cisco Systems (United States)US2 papers
- Collaborative Innovation Center of Advanced MicrostructuresCN2 papers
- Cornell UniversityUS2 papers
- Geospatial Research (United Kingdom)GB2 papers
- Hamad bin Khalifa UniversityQA2 papers
- LMU KlinikumDE2 papers
46 papers
Ask the Curator: Demonstrating Expert-Driven RDF Data Curation with HERITRACE
Arcangelo Massari, Silvio Peroni
HERITRACE is an open-source Web application for curating RDF data held in triplestores, with provenance and change tracking recorded in RDF as well. It is agnostic to the data mode…
How Rules Represent Causal Knowledge: Causal Modeling with Probabilistic Logic Programming
Kilian Rueckschloss, Felix Weitkaemper
Pearl famously argues that causal knowledge enables the prediction of intervention effects. By contrast, purely descriptive knowledge supports only conclusions drawn from observati…
XMDCA-TL: An Explainable Multi-Domain Channel Attention Transfer Learning Framework for Fault Diagnosis in Industrial Gas Turbines
Amir Jahangard Takaloo, Mahdi Aliyari Shoorehdeli, Ehsan Mohammadi
In this study, a multi-task, interpretable transfer learning framework, XMDCA-TL, is proposed for fault diagnosis in industrial gas turbines. In the proposed method, the vibration…
Execution-bound advisory automation for agentic AI: a reproducible AIBOM-driven CSAF-VEX framework
Petar Radanliev, Omar Santos, Carsten Maple +1
A protocol driven framework is presented that binds SBOM and AIBOM artefacts to deterministic environment capture and structured runtime telemetry. Exploitability is computed from…
Operationalising Artificial Intelligence Bills of Materials (AIBOMs) for Verifiable AI Provenance and Lifecycle Assurance
Petar Radanliev, Omar Santos, Carsten Maple +1
Artificial Intelligence (AI) systems are increasingly dependent on complex, multi-layered software supply chains that introduce challenges for reproducibility, transparency, and se…
HERITRACE: a domain-agnostic framework for SHACL-driven RDF curation with provenance and change tracking
Arcangelo Massari, Silvio Peroni
HERITRACE is an open-source web application that enables users without Semantic Web expertise to curate RDF data through form-based interfaces with automatic provenance documentati…