Ricardo Cruz

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 26

Top Topics

Power Distribution

Class Imbalance

Cervical Cancer

Ordinal Regression

Top Venues

Publications

Tomé Albuquerque, Luís Rosado, Ricardo Cruz, Maria João M. Vasconcelos, Tiago Oliveira, Jaime S. Cardoso
Rethinking low-cost microscopy workflow: Image enhancement using deep based Extended Depth of Field methods. Intell. Syst. Appl. 17 (2023)
Jaime S. Cardoso, Ricardo Cruz, Tomé Albuquerque
Unimodal Distributions for Ordinal Regression. CoRR (2023)
Javier Barbero-Gómez, Ricardo Cruz, Jaime S. Cardoso, Pedro Antonio Gutiérrez, César Hervás-Martínez
Evaluating the Performance of Explanation Methods on Ordinal Regression CNN Models. IWANN (2) (2023)
Ricardo Cruz, Diana Teixeira e Silva, Tiago Gonçalves, Diogo Carneiro, Jaime S. Cardoso
Two-Stage Framework for Faster Semantic Segmentation. Sensors 23 (6) (2023)
Pedro Serrano e Silva, Ricardo Cruz, A. S. M. Shihavuddin, Tiago Gonçalves
Interpretability-Guided Human Feedback During Neural Network Training. IbPRIA (2023)
Rafael Morales, Noé Hernández, Ricardo Cruz, Victor D. Cruz, Luis A. Pineda
Entropic Associative Memory for Manuscript Symbols. CoRR (2022)
Ricardo Cruz, António Furtado, Rodolfo Oliveira
Assessment of Feature Selection for Context Awareness RF Sensing Systems. VTC Spring (2022)
Ricardo Cruz, Tiago Guimarães, Hugo Peixoto, Manuel Filipe Santos
Architecture for Intensive Care Data Processing and Visualization in Real-time. ANT/EDI40 (2021)
Francisco Jesús Martínez-Murcia, Andrés Ortiz, Javier Ramírez, Juan Manuel Górriz, Ricardo Cruz
Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy. Neurocomputing 452 (2021)
Tomé Albuquerque, Ricardo Cruz, Jaime S. Cardoso
Ordinal losses for classification of cervical cancer risk. PeerJ Comput. Sci. 7 (2021)
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Ricardo Cruz, Ricardo M. Prates, Eduardo F. Simas Filho, Joaquim F. Pinto da Costa, Jaime S. Cardoso
Background Invariance by Adversarial Learning. ICPR (2020)
Luis A. Pineda, Noé Hernández, Arturo Rodríguez, Ricardo Cruz, Gibrán Fuentes
Deliberative and Conceptual Inference in Service Robots. CoRR (2020)
Ricardo Cruz, Joaquim F. Pinto da Costa, Jaime S. Cardoso
Averse Deep Semantic Segmentation. EMBC (2019)
Ricardo Cruz, Joaquim F. Pinto da Costa, Jaime S. Cardoso
Automatic Augmentation by Hill Climbing. ICANN (2) (2019)
Ricardo Santos Morla, Ricardo Cruz, André P. Marotta, Rodrigo Pereira Ramos, Eduardo F. Simas Filho, Jaime S. Cardoso
Insulator visual non-conformity detection in overhead power distribution lines using deep learning. Comput. Electr. Eng. 78 (2019)
Kelwin Fernandes, Ricardo Cruz, Jaime S. Cardoso
Deep Image Segmentation by Quality Inference. IJCNN (2018)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
Binary ranking for ordinal class imbalance. Pattern Anal. Appl. 21 (4) (2018)
Luis Alberto Pineda, Arturo Rodríguez, Gibran Fuentes Pineda, Noé Hernández, Mauricio Reyes, Caleb Rascón, Ricardo Cruz, Ivette Vélez, Hernando Ortega
Opportunistic inference and emotion in service robots. J. Intell. Fuzzy Syst. 34 (5) (2018)
Ricardo Cruz, Luis Garrote, Ana C. Lopes, Urbano Jose C. Nunes
Modular software architecture for human-robot interaction applied to the InterBot mobile robot. ICARSC (2018)
Ricardo Cruz, Margarida Silveira, Jaime S. Cardoso
A Class Imbalance Ordinal Method for Alzheimer's Disease Classification. PRNI (2018)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
Combining Ranking with Traditional Methods for Ordinal Class Imbalance. IWANN (2) (2017)
María Pérez-Ortiz, Kelwin Fernandes, Ricardo Cruz, Jaime S. Cardoso, Javier Briceño, César Hervás-Martínez
Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation. IWANN (2) (2017)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
Ordinal Class Imbalance with Ranking. IbPRIA (2017)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, Jaime S. Cardoso
Constraining Type II Error: Building Intentionally Biased Classifiers. IWANN (2) (2017)
Ricardo Cruz, Kelwin Fernandes, Jaime S. Cardoso, Joaquim F. Pinto da Costa
Tackling class imbalance with ranking. IJCNN (2016)
Ricardo Cruz, Norberto Hoppen, Eduardo Henrique Rigoni
Virtual Business Communities to Improve Symbiotic Resource Sharing. AMCIS (2015)
Ricardo Cruz, Andrés Ortiz, Ana M. Barbancho, Isabel Barbancho
Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling. HAIS (1) (2012)
Ricardo Cruz, António Brisson, Ana Paiva, Eduardo Lopes
I-Sounds. ACII (2007)
Enrique Soto, Emilio Salceda, Ricardo Cruz, Aida Ortega, Rosario Vega
Microcomputer program for automated action potential waveform analysis. Comput. Methods Programs Biomed. 62 (2) (2000)