Alessandra Mileo
Scholar

Alessandra Mileo

Google Scholar ID: ZkQuEgMAAAAJ
Dublin City University
Knowledge RepresentationStream ReasoningComputational IntelligenceDeep Representation LearningSemantic Technologies
Citations & Impact
All-time
Citations
1,270
 
H-index
16
 
i10-index
23
 
Publications
20
 
Co-authors
27
list available
Resume (English only)
Background
  • Associate Professor in the School of Computing, Dublin City University
  • Principal Investigator at the INSIGHT Centre for Data Analytics
  • Funded Investigator at the I-Form Centre on Advanced Manufacturing
  • Background in symbolic AI, particularly knowledge representation and reasoning
  • Current research focuses on synergies between symbolic, probabilistic, and neural AI formalisms to integrate machine learning with complex reasoning
  • Research areas include logic programming, neurosymbolic AI, explainable AI, semantic technologies, IoT, probabilistic logical reasoning, complex event processing, and stream reasoning
  • Applied research in assisted living, smart cities, smart enterprise, additive manufacturing, healthcare, and diagnostics
  • Collaborating with Nokia Bell-Labs and Amsterdam Data Science on neurosymbolic computation and knowledge-enhanced deep representation learning