Victor Manuel Rodrigues Alves
AuthID: R-000-HH5
1
TITLE: GBM-Reservoir: Brain Tumor (Glioblastoma Multiforme) MRI Dataset Collection with Ground Truth Segmentation Masks
AUTHORS: Naida Solak; André Ferreira; Gijs Luijten; Behrus Puladi; Victor Alves; Jan Egger;
PUBLISHED: 2025, SOURCE: Data in Brief
AUTHORS: Naida Solak; André Ferreira; Gijs Luijten; Behrus Puladi; Victor Alves; Jan Egger;
PUBLISHED: 2025, SOURCE: Data in Brief
2
TITLE: GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy
AUTHORS: Ferreira, Andre; Li, Jianning; Pomykala, Kelsey L.; Kleesiek, Jens; Alves, Victor; Egger, Jan;
PUBLISHED: 2024, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 93
AUTHORS: Ferreira, Andre; Li, Jianning; Pomykala, Kelsey L.; Kleesiek, Jens; Alves, Victor; Egger, Jan;
PUBLISHED: 2024, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 93
3
TITLE: Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting Full Text
AUTHORS: Shahrabadi, Somayeh; Adao, Telmo; Peres, Emanuel ; Morais, Raul; Magalhaes, Luis G.; Alves, Victor;
PUBLISHED: 2024, SOURCE: ALGORITHMS, VOLUME: 17, ISSUE: 3
AUTHORS: Shahrabadi, Somayeh; Adao, Telmo; Peres, Emanuel ; Morais, Raul; Magalhaes, Luis G.; Alves, Victor;
PUBLISHED: 2024, SOURCE: ALGORITHMS, VOLUME: 17, ISSUE: 3
4
TITLE: Generation of Synthetic X-Rays Images of Rib Fractures Using a 2D Enhanced Alpha-GAN for Data Augmentation
AUTHORS: Lindo, Mariana; Ferreira, Andre; Egger, Jan; Alves, Victor;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, WORLDCIST 2023, VOLUME: 799
AUTHORS: Lindo, Mariana; Ferreira, Andre; Egger, Jan; Alves, Victor;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, WORLDCIST 2023, VOLUME: 799
INDEXED IN: 
Scopus 
WOS
Scopus WOS5
TITLE: Automatic Hemorrhage Detection in Magnetic Resonance Imaging in Cerebral Amyloid Angiopathy
AUTHORS: Jesus, Tiago; Palma, Claudia; Oliveira, Tiago Gil; Alves, Victor;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, WORLDCIST 2023, VOLUME: 799
AUTHORS: Jesus, Tiago; Palma, Claudia; Oliveira, Tiago Gil; Alves, Victor;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, WORLDCIST 2023, VOLUME: 799
6
TITLE: Automatic Optimization-Based Methods in Machine Learning: A Systematic Review
AUTHORS: Shahrabadi, Somayeh; Adao, Telmo; Alves, Victor; Magalhaes, Luis G.;
PUBLISHED: 2024, SOURCE: Intelligent Systems Conference (IntelliSys) in INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 2, INTELLISYS 2023, VOLUME: 823
AUTHORS: Shahrabadi, Somayeh; Adao, Telmo; Alves, Victor; Magalhaes, Luis G.;
PUBLISHED: 2024, SOURCE: Intelligent Systems Conference (IntelliSys) in INTELLIGENT SYSTEMS AND APPLICATIONS, VOL 2, INTELLISYS 2023, VOLUME: 823
INDEXED IN: Scopus WOS
Scopus WOS7
TITLE: Enhanced Data Augmentation Using Synthetic Data for Brain Tumour Segmentation
AUTHORS: André Ferreira; Naida Solak; Jianning Li; Philipp Dammann; Jens Kleesiek; Victor Alves; Jan Egger;
PUBLISHED: 2024, SOURCE: Lecture Notes in Computer Science - Brain Tumor Segmentation, and Cross-Modality Domain Adaptation for Medical Image Segmentation
AUTHORS: André Ferreira; Naida Solak; Jianning Li; Philipp Dammann; Jens Kleesiek; Victor Alves; Jan Egger;
PUBLISHED: 2024, SOURCE: Lecture Notes in Computer Science - Brain Tumor Segmentation, and Cross-Modality Domain Adaptation for Medical Image Segmentation
8
TITLE: Real-Time Algorithm Recommendation Using Meta-Learning
AUTHORS: Palumbo, Guilherme; Guimaraes, Miguel ; Carneiro, Davide ; Paulo Novais; Alves, Victor;
PUBLISHED: 2023, SOURCE: 13th International Symposium on Ambient Intelligence in AMBIENT INTELLIGENCE-SOFTWARE AND APPLICATIONS-13TH INTERNATIONAL SYMPOSIUM ON AMBIENT INTELLIGENCE, VOLUME: 603
AUTHORS: Palumbo, Guilherme; Guimaraes, Miguel ; Carneiro, Davide ; Paulo Novais; Alves, Victor;
PUBLISHED: 2023, SOURCE: 13th International Symposium on Ambient Intelligence in AMBIENT INTELLIGENCE-SOFTWARE AND APPLICATIONS-13TH INTERNATIONAL SYMPOSIUM ON AMBIENT INTELLIGENCE, VOLUME: 603
9
TITLE: Predicting Model Training Time to Optimize Distributed Machine Learning Applications Full Text
AUTHORS: Guimaraes, Miguel ; Carneiro, Davide ; Palumbo, Guilherme; Oliveira, Filipe ; Oliveira, Oscar ; Alves, Victor; Paulo Novais;
PUBLISHED: 2023, SOURCE: ELECTRONICS, VOLUME: 12, ISSUE: 4
AUTHORS: Guimaraes, Miguel ; Carneiro, Davide ; Palumbo, Guilherme; Oliveira, Filipe ; Oliveira, Oscar ; Alves, Victor; Paulo Novais;
PUBLISHED: 2023, SOURCE: ELECTRONICS, VOLUME: 12, ISSUE: 4
10
TITLE: Algorithm Recommendation and Performance Prediction Using Meta-Learning Full Text
AUTHORS: Palumbo, Guilherme; Carneiro, Davide ; Guimares, Miguel ; Alves, Victor; Paulo Novais;
PUBLISHED: 2023, SOURCE: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, VOLUME: 33, ISSUE: 3
AUTHORS: Palumbo, Guilherme; Carneiro, Davide ; Guimares, Miguel ; Alves, Victor; Paulo Novais;
PUBLISHED: 2023, SOURCE: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, VOLUME: 33, ISSUE: 3
