239 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universidade Federal do CearáBR40 papers
- Universidade Estadual do CearáBR10 papers
- Universidade Federal da ParaíbaBR6 papers
- Universidade Federal do CaririBR6 papers
- Universidade de São PauloBR5 papers
- Centro Brasileiro de Pesquisas FísicasBR4 papers
- Universidade Federal do Rio Grande do NorteBR4 papers
- Universidade de FortalezaBR3 papers
- University of LisbonPT3 papers
- Centro de Física Teórica e Computacional2 papers
- Complexity Science HubAT2 papers
- Instituto de Física de São CarlosBR2 papers
3 papers · 1 filter
Reliable XAI Explanations in Sudden Cardiac Death Prediction for Chagas Cardiomyopathy
Vinícius P. Chagas, Luiz H. T. Viana, Mac M. da S. Carlos +4
Sudden cardiac death (SCD) is unpredictable, and its prediction in Chagas cardiomyopathy (CC) remains a significant challenge, especially in patients not classified as high risk. W…
An Incremental MaxSAT-based Model to Learn Interpretable and Balanced Classification Rules
Antônio Carlos Souza Ferreira Júnior, Thiago Alves Rocha
The increasing advancements in the field of machine learning have led to the development of numerous applications that effectively address a wide range of problems with accurate pr…
Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection
Joonas Hämäläinen, Alisson S. C. Alencar, Tommi Kärkkäinen +3
The Minimal Learning Machine (MLM) is a nonlinear supervised approach based on learning a linear mapping between distance matrices computed in the input and output data spaces, whe…