Marcos Medeiros Raimundo

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Fernando J. Von ZubenDCA/FEEC/UnicampCorreu electrònic verificat a dca.fee.unicamp.br
Jorge PocoAssociate Professor, Fundação Getúlio VargasCorreu electrònic verificat a fgv.br
Christiano Lyra FilhoFaculdade de Engenharia Elétrica e de Computação, Universidade de Campinas (UNICAMP)Correu electrònic verificat a densis.fee.unicamp.br
Alan Caio Rodrigues MarquesDoutorando de Engenharia de Computação, Universidade Estadual de CampinasCorreu electrònic verificat a dac.unicamp.br
Luis Gustavo NonatoUniversidade de São Paulo - USPCorreu electrònic verificat a icmc.usp.br
Ellen Marianne Bernal CavalheiroDoutoranda em Engenharia Elétrica, UNICAMPCorreu electrònic verificat a densis.fee.unicamp.br
Vitoria GuardieiroPhD Student, University of PennsylvaniaCorreu electrònic verificat a seas.upenn.edu
GERMAIN GARCIA-ZANABRIAAssistant Professor, Data Science Department UTECCorreu electrònic verificat a utec.edu.pe
Claudio T. SilvaNew York UniversityCorreu electrònic verificat a nyu.edu
Paulo Augusto Valente Ferreiraprofessor da universidade estadual de campinasCorreu electrònic verificat a dt.fee.unicamp.br
Dr. Anderson Rocha (Full-Professor)University of Campinas (Unicamp), Campinas, SP, BrazilCorreu electrònic verificat a unicamp.br
Thalita F. DrumondCorreu electrònic verificat a inria.fr
Lucas ResckPhD student in NLP at CambridgeCorreu electrònic verificat a cam.ac.uk
Athyrson M. RibeiroPhd's student in Computer Science, UnicampCorreu electrònic verificat a dac.unicamp.br
Giovani ValdrighiPhD student at University of CampinasCorreu electrònic verificat a fgv.br
Giovana Kerche BonásCorreu electrònic verificat a dac.unicamp.br
Marcelo S. ReisInstitute of Computing, University of CampinasCorreu electrònic verificat a unicamp.br

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Marcos Medeiros Raimundo

Altres nomsMarcos M. Raimundo

Professor of Computer Science, University of Campinas (Unicamp)

Correu electrònic verificat a ic.unicamp.br - Pàgina d'inici

Machine Learning Multi-Objective Optimization Explainability Fairness


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Ant genera identification using an ensemble of convolutional neural networks ACR Marques, MM Raimundo, EMB Cavalheiro, LFP Salles, C Lyra, ... PloS one 13 (1), e0192011, 2018	45	2018
CriPAV: street-level crime patterns analysis and visualization G Garcia-Zanabria, MM Raimundo, J Poco, MB Nery, CT Silva, S Adorno, ...	18	2021
An extension of the non-inferior set estimation algorithm for many objectives MM Raimundo, PAV Ferreira, FJ Von Zuben European Journal of Operational Research 284 (1), 53-66, 2020	16	2020
Mining Pareto-optimal counterfactual antecedents with a branch-and-bound model-agnostic algorithm MM Raimundo, LG Nonato, J Poco Data Mining and Knowledge Discovery 38 (5), 2942-2974, 2024	10	2024
Exploring multiobjective training in multiclass classification MM Raimundo, TF Drumond, ACR Marques, C Lyra, A Rocha, ... Neurocomputing 435, 307-320, 2021	9	2021
Enforcing fairness using ensemble of diverse Pareto-optimal models V Guardieiro, MM Raimundo, J Poco Data Mining and Knowledge Discovery 37 (5), 1930-1958, 2023	8	2023
Investigating multiobjective methods in multitask classification MM Raimundo, FJ Von Zuben 2018 International Joint Conference on Neural Networks (IJCNN), 1-9, 2018	4	2018
Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales LE Resck, MM Raimundo, J Poco Findings of the Association for Computational Linguistics: NAACL 2024, 2024	2	2024
An extension of the non-inferior set estimation algorithm for many objectives MM Raimundo, PAV Ferreira, FJ Von Zuben arXiv preprint arXiv:1709.00797, 2017	2*	2017
Analyzing the Equity of the Brazilian National High School Exam by Validating the Item Response Theory's Invariance. V Guardieiro, MM Raimundo, J Poco EDM, 2022	1	2022
Multi-criteria analysis involving Pareto-optimal misclassification tradeoffs on imbalanced datasets MM Raimundo, FJ Von Zuben 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020	1	2020
Many-objective ensemble-based multilabel classification MM Raimundo, FJ Von Zuben Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2018	1	2018
Uma extensao para o problema de roteamento e estoque MM Raimundo Universidade Estadual de Campinas, 2014	1	2014
Pareto sensitivity, most-changing sub-fronts, and knee solutions T Giovannelli, MM Raimundo, LN Vicente		2025
Best Practices for Responsible Machine Learning in Credit Scoring G Valdrighi, AM Ribeiro, JSB Pereira, V Guardieiro, A Hendricks, ... arXiv preprint arXiv:2409.20536, 2024		2024
Exploring multi-objective optimization to deal with multiple feature extractions in detection of epileptic seizures MM Raimundo, FJ and Von Zuben Journal of Epilepsy and Clinical Neurophysiology 25 (1), 14, 2019		2019
Multi-objective optimization in machine learning MM Raimundo University of Campinas, 2018		2018
Ensembles of Multiobjective-Based Classifiers for Detection of Epileptic Seizures FS Beserra, MM Raimundo, FJ Von Zuben Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2018		2018
Multi-objective transfer learning for epileptic seizure detection FS Beserra, MM Raimundo, FJ and Von Zuben Journal of Epilepsy and Clinical Neurophysiology 2 (23), 67, 2017		2017
Um algoritmo adaptativo para gerar soluções Pareto-ótimas via branch-and-bound no espaço de objetivos MM Raimundo, FJ Von Zuben XLVI SIMPÓSIO BRASILEIRO DE PESQUISA OPERACIONAL, 207-218, 2014		2014

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