| 1 | | [SUBMITTED] R. Cruz, J. Cardoso, "Interpretable Image Classification using Object Detection", IEEE Transactions on Image Processing | journal | | 10.8 | Q1 | |
| 2 | | [SUBMITTED] R. Cruz, "Spatial Early-Exit for Segmentation and Object Detection", Elsevier Computer Vision and Image Understanding | journal | | 4.3 | Q1 | |
| 3 | 2025 | J. Cardoso, R. Cruz, T. Albuquerque, "Unimodal Distributions for Ordinal Regression", IEEE Transactions on Artificial Intelligence | journal | 0 | n/a | Q1 | |
| 4 | 2025 | R. Cruz, R. Cristino, J. Cardoso, "Learning Ordinality in Semantic Segmentation", IEEE Access | journal | 0 | 3.4 | Q1 | |
| 5 | 2025 | J. Barbero-Gómez, R. Cruz, J. Cardoso, P. Gutiérrez, C. Hervás-Martínez, "CNN explanation methods for ordinal regression tasks", Elsevier Neurocomputing | journal | 0 | 5.5 | Q1 | |
| 6 | 2024 | A. Bezerra, I. Pereira, M. Rebelo, D. Coelho, D. Oliveira, J. Costa, R. Cruz, "A case study on phishing detection with a machine learning net", Springer International Journal of Data Science and Analytics | journal | 0 | 3.4 | Q2 | |
| 7 | 2024 | C. Pereira, R. Cruz, J. Fernandes, J. Pinto, J. Cardoso, "Weather and Meteorological Optical Range Classification for Autonomous Driving", IEEE Transactions on Intelligent Vehicles | journal | 1 | 14 | Q1 | |
| 8 | 2023 | F. Campos, F. Cerqueira, R. Cruz, J. Cardoso, "YOLOMM – You Only Look Once for Multi-modal Multi-tasking", Iberoamerican Congress on Pattern Recognition 2023 (CIARP) | conference | 0 | | | C |
| 9 | 2023 | D. e Silva, R. Cruz, "Condition Invariance for Autonomous Driving by Adversarial Learning", Iberoamerican Congress on Pattern Recognition 2023 (CIARP) | conference | 0 | | | C |
| 10 | 2023 | R. Cruz, A. Shihavuddin, M. Maruf, J. Cardoso, "Active Supervision: Human in the Loop", Iberoamerican Congress on Pattern Recognition 2023 (CIARP) | conference | 0 | | | C |
| 11 | 2023 | P. Serrano e Silva, R. Cruz, A. Shihavuddin, T. Gonçalves, "Interpretability-Guided Human Feedback During Neural Network Training", Iberian Conference on Pattern Recognition and Image Analysis 2023 (IbPRIA) | conference | 1 | | | C |
| 12 | 2023 | J. Barbero-Gómez, R. Cruz, J. Cardoso, P. Gutiérrez, C. Hervás-Martínez, "Evaluating the Performance of Explanation Methods on Ordinal Regression CNN Models", International Work-Conference on Artificial Neural Networks 2023 (IWANN) | conference | 0 | | | n/a |
| 13 | 2023 | R. Cruz, D. Silva, T. Gonçalves, D. Carneiro, J. Cardoso, "Two-Stage Framework for Faster Semantic Segmentation", MDPI Sensors | journal | 1 | 3.4 | Q1 | |
| 14 | 2023 | D. Teixeira e Silva, R. Cruz, T. Gonçalves, D. Carneiro, "Two-stage semantic segmentation in neural networks", Fifteenth International Conference on Machine Vision (ICMV 2022) | conference | 0 | | | C |
| 15 | 2023 | T. Albuquerque, L. Rosado, R. Cruz, M. Vasconcelos, T. Oliveira, J. Cardoso, "Rethinking low-cost microscopy workflow: Image enhancement using deep based Extended Depth of Field methods", Elsevier Intelligent Systems with Applications | journal | 0 | n/a | Q1 | |
| 16 | 2022 | T. Albuquerque, R. Cruz, J. Cardoso, "Quasi-Unimodal Distributions for Ordinal Classification", MDPI Mathematics | journal | 2 | 2.3 | Q2 | |
| 17 | 2021 | T. Albuquerque, R. Cruz, J. Cardoso, "Ordinal losses for classification of cervical cancer risk", PeerJ Computer Science | journal | 17 | 3.8 | Q1 | |
| 18 | 2021 | R. Cruz, R. Prates, E. Simas Filho, J. Pinto Costa, J. Cardoso, "Background Invariance by Adversarial Learning", 2020 25th International Conference on Pattern Recognition (ICPR) | conference | 1 | | | B |
| 19 | 2019 | R. Cruz, J. Pinto Costa, J. Cardoso, "Averse Deep Semantic Segmentation", 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) | conference | 1 | | | C |
| 20 | 2019 | R. Prates, R. Cruz, A. Marotta, R. Ramos, E. Simas Filho, J. Cardoso, "Insulator visual non-conformity detection in overhead power distribution lines using deep learning", Elsevier Computers & Electrical Engineering | journal | 49 | 4.0 | Q1 | |
| 21 | 2019 | R. Cruz, J. Pinto Costa, J. Cardoso, "Automatic Augmentation by Hill Climbing", International Conference on Artificial Neural Networks 2019 (ICANN) | conference | 1 | | | C |
| 22 | 2018 | K. Fernandes, R. Cruz, J. Cardoso, "Deep Image Segmentation by Quality Inference", 2018 International Joint Conference on Neural Networks (IJCNN) | conference | 10 | | | B |
| 23 | 2018 | R. Cruz, M. Silveira, J. Cardoso, "A Class Imbalance Ordinal Method for Alzheimer’s Disease Classification", 2018 International Workshop on Pattern Recognition in Neuroimaging (PRNI) | conference | 0 | | | n/a |
| 24 | 2018 | R. Cruz, K. Fernandes, J. Costa, M. Ortiz, J. Cardoso, "Binary ranking for ordinal class imbalance", Springer Pattern Analysis and Applications | journal | 2 | 3.7 | Q2 | |
| 25 | 2017 | R. Cruz, K. Fernandes, J. Pinto Costa, J. Cardoso, "Constraining Type II Error: Building Intentionally Biased Classifiers", Springer Pattern Analysis and Applications | journal | 3 | 3.7 | Q2 | |
| 26 | 2017 | M. Pérez-Ortiz, K. Fernandes, R. Cruz, J. Cardoso, J. Briceño, C. Hervás-Martínez, "Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation", International Work-Conference on Artificial Neural Networks (IWANN) | conference | 1 | | | n/a |
| 27 | 2017 | R. Cruz, K. Fernandes, J. Pinto Costa, M. Pérez Ortiz, J. Cardoso, "Combining Ranking with Traditional Methods for Ordinal Class Imbalance", International Work-Conference on Artificial Neural Networks (IWANN) | conference | 8 | | | n/a |
| 28 | 2017 | R. Cruz, K. Fernandes, J. Pinto Costa, M. Ortiz, J. Cardoso, "Ordinal Class Imbalance with Ranking", Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) | conference | 5 | | | C |
| 29 | 2016 | R. Cruz, K. Fernandes, J. Cardoso, J. Pinto Costa, "Tackling class imbalance with ranking", 2016 International Joint Conference on Neural Networks (IJCNN) | conference | 23 | | | B |
Ricardo P. M. Cruz
rpcruz@fe.up.pt
rpmcruz
0000-0002-5189-6228
Scholar
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