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Filipe Santos

University of Lisbon

R. Branca Edmée Marques

Dept. Plant Biology

Lisboa, 1600-276

Portugal

  • University of Lisbon

SCHOLARLY PAPERS

2

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72

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Novel Almmo-0 Classifier for Imbalanced Datasets

Number of pages: 21 Posted: 20 Apr 2023
Rodrigo Boal Ventura, Filipe Santos, Susana M. Vieira, Joao Sousa and José Oliveira
University of Lisbon, University of Lisbon, University of Lisbon - Instituto Superior Técnico, University of Lisbon and University of Algarve
Downloads 47 (1,109,210)

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ALMMo-0 Classifier, Imbalanced Datasets, Binary Classification, Meta-Learning, Cost Sensitive Learning, Bayesian Optimization

2.

Reliable machine learning initialization methods for the calibration of Dynamic Energy Budget models

Number of pages: 31 Posted: 02 Sep 2025
Diogo F. Oliveira, Gonçalo M. Marques, Filipe Santos, Laure Pecquerie, Joao Sousa and Tiago Domingos
MARETEC—Marine, Environment and Technology Center,LARSyS, Instituto Superior Técnico, Universidade de Lisboa, affiliation not provided to SSRN, University of Lisbon, Université de Brest, University of Lisbon and Instituto Nacional de Investigação Agrária e Veterinária (INIAV, I.P.) - MARETEC
Downloads 25 (1,385,945)

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Dynamic Energy Budget, Model calibration, Parametrization, Automated initialization, neural networks, Nearest neighbors