Allan de Lima

Allan de Lima

Postdoctoral Researcher
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About

Allan de Lima earned his Bachelor's and Master's degrees in Electronic Engineering from Rio de Janeiro State University (UERJ, Brazil) and his PhD in Computer Science from the University of Limerick. He has experience in machine learning, electronic instrumentation and medical applications. He is specialised in Evolutionary Algorithms and is currently working on the AutoCircuit project.

Research Interests

Evolutionary Algorithms Explainable AI with Fuzzy Pattern Trees Evolvable hardware Machine Learning for renewable energy and health applications LLMs for evolutionary computation

Recent Publications

2022

Explainable machine learning methods and respiratory oscillometry for the diagnosis of respiratory abnormalities in sarcoidosis

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2022

Lexi2: lexicase selection with lexicographic parsimony pressure

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2024

Fuzzy pattern trees for classification problems using genetic programming

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2025

On fitting numerical features into probabilistic distributions to represent data for fuzzy pattern trees

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2023

On Switching Selection Methods to Increase Parsimony Pressure

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