Scholar
Alessandra Mileo
Google Scholar ID: ZkQuEgMAAAAJ
Dublin City University
Knowledge Representation
Stream Reasoning
Computational Intelligence
Deep Representation Learning
Semantic Technologies
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Citations & Impact
All-time
Citations
1,270
H-index
16
i10-index
23
Publications
20
Co-authors
27
list available
Contact
Email
alessandra.mileo@dcu.ie
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Publications
2 items
Towards generating more interpretable counterfactuals via concept vectors: a preliminary study on chest X-rays
2025
Cited
0
TWIG: Two-Step Image Generation using Segmentation Masks in Diffusion Models
2025
Cited
0
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
Co-authors
27 total
Co-author 1
Co-author 2
Co-author 3
Co-author 4
Malika Bendechache
Assistant Prof. University of Galway
Co-author 6
Sabrina Kirrane
Vienna University of Economics and Business
Co-author 8
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