Scholar
Miguel Couceiro
Google Scholar ID: 6w-xX8sAAAAJ
Full Professor at IST, U.Lisboa, INESC-ID
Knowledge discovery
Analogy based reasoning
Decision making
Fair and explainable models
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Citations & Impact
All-time
Citations
1,053
H-index
13
i10-index
29
Publications
20
Co-authors
11
list available
Contact
CV
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Publications
10 items
EntmaxKV: Support-Aware Decoding for Entmax Attention
2026
Cited
0
Shapley Regression for Rare Disease Diagnosis Support: a case study on APDS
2026
Cited
0
Which Are the Low-Resource Languages of the Semantic Web?
2026
Cited
0
FrameNet Semantic Role Classification by Analogy
2026
Cited
0
New Perspectives on Semiring Applications to Dynamic Programming
2025
Cited
1
Generalizing Analogical Inference from Boolean to Continuous Domains
2025
Cited
0
Improved Bounds for Twin-Width Parameter Variants with Algorithmic Applications to Counting Graph Colorings
2025
Cited
0
Comparing representations of long clinical texts for the task of patient note-identification
2025
Cited
0
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Resume (English only)
Academic Achievements
Organized a special issue on Analogical Reasoning in Springer's Annals of Mathematics and Artificial Intelligence (AMAI, 2023)
Organized multiple workshops on analogical reasoning and machine learning at ICCBR and IJCAI (2021–2023)
Developed ANNna, a tool for detecting and solving analogies (with E. Marquer, 2021)
Delivered invited talks at PALS (2021) and AFIA-SFC (2021)
Taught a course on algorithmic fairness at the First Inria-DFKI European Summer School on AI (IDAI 2021, with C. Palamidessi)
Co-organized special sessions on Fair and Explainable Models at EURO XXI (2021, with L. Galarraga)
Co-organized a feature issue call on Fair and Explainable Decision Support Systems (2021)
Research Experience
Former Professor in Computer Science at Université de Lorraine, affiliated with IDMC
Former researcher at LORIA (CNRS–Inria Nancy G.E.–Université de Lorraine)
Former head of the Orpailleur team at LORIA
Former coordinator of the Erasmus Mundus European master’s program LCT at Université de Lorraine
Former responsible for the 2nd year of the NLP master’s program at Université de Lorraine
Former responsible for international relations at IDMC
Organizer of MALOTEC seminars
Co-authors
11 total
Co-author 1
Henri Prade
CNRS, France and University of New South Wales
Co-author 3
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Co-author 8
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