Nuno Rodrigues

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Sara SilvaLASIGE, Informática, Faculdade de Ciências, Universidade de LisboaVerified email at fc.ul.pt
Leonardo VanneschiNOVA IMS, Universidade Nova de LisboaVerified email at isegi.unl.pt
João E. BatistaRIKEN-CCS, Kobe, JapanVerified email at riken.jp
Nikolaos Papanikolaou, Ph.D.Principal Investigator in Oncologic Imaging, Champalimaud Centre for the UnknownVerified email at npapan.com
Bernardo DuarteMARE - Marine and Environmental Sciences Centre, Faculty of Sciences of the University of LisbonVerified email at fc.ul.pt
William G. La CavaHarvard, Boston Children's HospitalVerified email at childrens.harvard.edu
Leonardo TrujilloInstituto Tecnológico de TIjuana, LASIGEVerified email at tectijuana.edu.mx
Gabriela OchoaProfessor of Computer Science, University of StirlingVerified email at cs.stir.ac.uk
Katherine M. MalanDepartment of Decision Sciences, UNISAVerified email at ieee.org
João SantinhaSenior Researcher at Digital Surgery LAB - Champalimaud FoundationVerified email at research.fchampalimaud.org
José Guilherme de AlmeidaPostdoctoral Fellow @ Champalimaud Centre for the UnknownVerified email at research.fchampalimaud.org
Mario Dante Lucio GiacobiniProfessor of Informatics, University of TorinoVerified email at unito.it
Vanessa F. FonsecaPost Doc at MARE, Marine and Environmental Sciences Centre and Faculty of Sciences, University ofVerified email at fc.ul.pt
Maria VasconcelosSchool of Agriculture, The University of LisbonVerified email at isa.ulisboa.pt
Kostas MariasProfessor, Dept. of Electrical & Computer Engineering, Hellenic Mediterranean University, GreeceVerified email at hmu.gr
Illya BakurovMichigan State UniversityVerified email at msu.edu
Mauro CastelliFull Professor at NOVA IMS, Universidade Nova de LisboaVerified email at novaims.unl.pt
Jose Manuel Muñoz ContrerasInstituto Tecnológico de TijuanaVerified email at tectijuana.edu.mx
Eva PachettiPhD student in Information Engineering, University of Pisa | Graduate fellow, ISTI-CNRVerified email at isti.cnr.it
Maria Antonietta PascaliInstitute of Information Science and Technologies - ISTI CNR PisaVerified email at isti.cnr.it

Nuno Rodrigues

LASIGE, Departamento de Informática, Faculdade de Ciências da Universidade de Lisboa

Verified email at fc.ul.pt

Genetic Programming NeuroEvolution Evolutionary Computation Fitness Landscapes


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Ensemble genetic programming NM Rodrigues, JE Batista, S Silva European Conference on Genetic Programming (Part of EvoStar), 151-166, 2020	35	2020
Fitness landscape analysis of convolutional neural network architectures for image classification NM Rodrigues, KM Malan, G Ochoa, L Vanneschi, S Silva Information Sciences 609, 711-726, 2022	24	2022
Value of handcrafted and deep radiomic features towards training robust machine learning classifiers for prediction of prostate cancer disease aggressiveness A Rodrigues, N Rodrigues, J Santinha, MV Lisitskaya, A Uysal, C Matos, ... Scientific Reports 13 (1), 6206, 2023	17	2023
A comparative study of automated deep learning segmentation models for prostate mri NM Rodrigues, S Silva, L Vanneschi, N Papanikolaou Cancers 15 (5), 1467, 2023	16	2023
Slug: Feature selection using genetic algorithms and genetic programming NM Rodrigues, JE Batista, W La Cava, L Vanneschi, S Silva European Conference on Genetic Programming (Part of EvoStar), 68-84, 2022	16	2022
Plotting time: On the usage of CNNs for time series classification NM Rodrigues, JE Batista, L Trujillo, B Duarte, M Giacobini, L Vanneschi, ... arXiv preprint arXiv:2102.04179, 2021	15	2021
Artificial Intelligence Meets Marine Ecotoxicology: Applying Deep Learning to Bio-Optical Data from Marine Diatoms Exposed to Legacy and Emerging Contaminants NM Rodrigues, JE Batista, P Mariano, V Fonseca, B Duarte, S Silva Biology, 2021	14	2021
Optical time series for the separation of land cover types with similar spectral signatures: cocoa agroforest and forest JE Batista, NM Rodrigues, AIR Cabral, MJP Vasconcelos, A Venturieri, ... International Journal of Remote Sensing 43 (9), 3298-3319, 2022	12	2022
A Study of Generalization and Fitness Landscapes for Neuroevolution NM Rodrigues, S Silva, L Vanneschi IEEE Access 8, 108216 - 108234, 2020	12	2020
A Study of Fitness Landscapes for Neuroevolution NM Rodrigues, S Silva, L Vanneschi 2020 IEEE Congress on Evolutionary Computation (CEC), 2020	11	2020
Feature selection on epistatic problems using genetic algorithms with nested classifiers P Carvalho, B Ribeiro, NM Rodrigues, JE Batista, L Vanneschi, S Silva International Conference on the Applications of Evolutionary Computation …, 2023	2	2023
Geometric semantic genetic programming with normalized and standardized random programs I Bakurov, JM Muñoz Contreras, M Castelli, N Rodrigues, S Silva, ... Genetic Programming and Evolvable Machines 25 (1), 6, 2024	1	2024
Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data NM Rodrigues, JG de Almeida, ASC Verde, AM Gaivão, C Bilreiro, ... Computers in Biology and Medicine 171, 108216, 2024	1	2024
Exploring SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming NM Rodrigues, JE Batista, WL Cava, L Vanneschi, S Silva SN Computer Science 5 (1), 91, 2023	1	2023
Deep Learning Features Can Improve Radiomics-Based Prostate Cancer Aggressiveness Prediction NM Rodrigues, JG Almeida, A Rodrigues, L Vanneschi, C Matos, ... JCO Clinical Cancer Informatics 8, e2300180, 2024		2024
M6GP: Multiobjective Feature Engineering JE Batista, NM Rodrigues, L Vanneschi, S Silva 2024 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2024		2024
Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer G Del Corso, E Pachetti, R Buongiorno, AC Rodrigues, D Germanese, ... 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 1-4, 2024		2024
Testing the Segment Anything Model on radiology data JG de Almeida, NM Rodrigues, S Silva, N Papanikolaou arXiv preprint arXiv:2312.12880, 2023		2023
Performance Analysis of Self-Supervised Strategies for Standard Genetic Programming N Rodrigues, J Almeida, S Silva Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023		2023
Exploring Neuroevolution Fitness Landscapes for Optimization and Generalization NM Rodrigues Faculdade de Ciências da Universidade de Lisboa, 2020		2020

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