Marcos Da Silveira

Research Leader in Knowledge Graphs, Hybrid & Explainable AI, and eHealth innovation.

  • Knowledge Engineering
  • Semantic Web
  • Hybrid AI
  • Explainability
  • eHealth
Portrait of Dr. Marcos Da Silveira
Data Space for Skills AI Factory Deep Data Science of Digital History MOKA Dynaccurate HKG4COVID ELISA METIS SACCOM DYNAMO Data Space for Skills AI Factory Deep Data Science of Digital History MOKA Dynaccurate HKG4COVID ELISA METIS SACCOM DYNAMO

About

Leading Research in Knowledge-Based Systems and AI

Dr. Marcos Da Silveira is a Leader Researcher at the Luxembourg Institute of Science and Technology (LIST), specializing in making knowledge-based systems more collaborative and understandable. With expertise in developing hybrid AI approaches that combine traditional reasoning with modern statistical methods, he helps advance intelligent software agents and decision support systems.

His work spans Semantic Web Technologies, Machine Learning, Generative AI, and Formal Reasoning, contributing to projects that extract key information from multimodal sources, maintain knowledge graph accuracy over time, and bridge the gap between industry needs and educational training.

Knowledge Graph

Interactive visualization of selected research topics

This illustrative bubble chart highlights thematic areas across my research: knowledge representation (Ontology), semantic interoperability (Semantic Web) and intelligent systems (AI). It will be extended with real bibliographic and project metadata.

  • Size ~ relative focus
  • Position ~ conceptual proximity (placeholder)
  • Color ~ thematic cluster
Explore Publications

Featured Initiatives

Representative projects illustrating impact and focus areas

Skills
Data Space for Skills

Building a trusted European ecosystem to share and operationalize skills intelligence.

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AI
AI Factory Luxembourg

Full lifecycle support for AI adoption, governance, and market-aligned capability development.

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KG
MOKA & Dynaccurate

Evolution-aware knowledge graph completion and semantic maintenance at scale.

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Interactive Concepts

Hover (or tap on mobile) to reveal quick definitions

Ontology
A structured specification of concepts and relationships within a domain enabling interoperability.
Semantic Web
An ecosystem of standards allowing data to be linked and semantically enriched for machine understanding.
Explainable AI
Techniques that make model behavior transparent, fostering trust and accountability.

Research Interests

Core areas of expertise and innovation

Knowledge Graphs & Ontologies

Semantic representation, evolution, and alignment.

AI & Machine Learning

Hybrid reasoning and explainability for decision support.

eHealth & Medical Informatics

Temporal semantic models & guideline support.

Skills & Labor Market Analysis

Skills intelligence & data ecosystems.

Get in touch

Let's collaborate on advancing AI and knowledge systems

Dr. Marcos Da Silveira

Dr. Marcos Da Silveira

Senior Researcher, Data Science & Analytics

Luxembourg Institute of Science and Technology (LIST)
5, Av. des Hauts-Fourneaux
L-4362 Esch-sur-Alzette, Luxembourg
Phone: (+352) 275 888 2371

Data Space for Skills AI Factory Deep Data Science of Digital History MOKA Dynaccurate HKG4COVID ELISA METIS SACCOM DYNAMO Data Space for Skills AI Factory Deep Data Science of Digital History MOKA Dynaccurate HKG4COVID ELISA METIS SACCOM DYNAMO