Ricardo B. C. Prudncio
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
28
Venues
13
Active years
2012–2026
Best venue rank
A*
Where they publish
Papers
28 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | SAC | Online Classification of Software Change Requests in a Data Stream Environment. | Renata F. Lins, Flvia A. Barros, Ricardo B. C. Prudncio |
| 2025 | IJCNN | Exploring the Relation between Dataset Complexity and AutoML Fitness Landscape Metrics. | Thiago Rodrigues de Frana, Ricardo B. C. Prudncio, Pricles B. C. Miranda |
| 2025 | IJCNN | Active semi-supervised learning for multi-target regression. | Maira Farias Andrade Lira, Luisa Cavalcante, Celine Vens, Ricardo B. C. Prudncio, Felipe Kenji Nakano |
| 2024 | IJCNN | Meta-Learning and Novelty Detection for Machine Learning with Reject Option. | Patrcia Drapal, Telmo de Menezes e Silva Filho, Ricardo B. C. Prudncio |
| 2024 | IJCNN | Low-Pass Filter Application for Anomaly Detection with Sparse Autoencoder. | Maira Farias Andrade Lira, Elias Amancio Siqueira-Filho, Ricardo B. C. Prudncio |
| 2024 | IJCNN | Assessor Models for Explaining Instance Hardness in Classification Problems. | Ricardo B. C. Prudncio, Ana Carolina Lorena, Telmo de Menezes e Silva Filho, Patrcia Drapal, Maria Gabriela Valeriano |
| 2023 | ICMLA | Assessor Models with a Reject Option for Soccer Result Prediction. | Daniel C. Da Costa, Ricardo B. C. Prudncio, Alexandre Mota |
| 2022 | IJCAI | Item Response Theory to Evaluate Speech Synthesis: Beyond Synthetic Speech Difficulty. | Chaina Santos Oliveira, Ricardo B. C. Prudncio |
| 2022 | IJCNN | A Clustering-Based Method to Anomaly Detection in Thermal Power Plants. | Patrcia Drapal, Jullya Clemente, Dailys Maite Aliaga Reyes, Starch Melo de Souza, Anthony Lins, Ricardo B. C. Prudncio |
| 2020 | CEC | A Many-Objective optimization Approach for Complexity-based Data set Generation. | Thiago R. Fraa, Pricles B. C. Miranda, Ricardo B. C. Prudncio, Ana C. Lorenaz, Andr C. A. Nascimento |
| 2020 | ECAI | Item Response Theory to Estimate the Latent Ability of Speech Synthesizers. | Chaina Santos Oliveira, Caio C. A. Tenrio, Ricardo B. C. Prudncio |
| 2020 | IJCNN | Item Response Theory for Evaluating Regression Algorithms. | Joo V. C. Moraes, Jessica T. S. Reinaldo, Ricardo B. C. Prudncio, Telmo de Menezes e Silva Filho |
| 2020 | IJCNN | One-Class Classification for Selecting Synthetic Datasets in Meta-Learning. | Regina R. Parente, Ricardo B. C. Prudncio |
| 2019 | AISTATS | $β^3$-IRT: A New Item Response Model and its Applications. | Yu Chen, Telmo de Menezes e Silva Filho, Ricardo B. C. Prudncio, Tom Diethe, Peter A. Flach |
| 2018 | IJCNN | Transferring Knowledge From Texts to Images by Combining Deep Semantic Feature Descriptors. | Miguel D. de S. Wanderley, Ricardo B. C. Prudncio |
| 2017 | EPIA | Aspect-Based Opinion Mining in Drug Reviews. | Diana C. Cavalcanti, Ricardo B. C. Prudncio |
| 2017 | FlAIRS | Unsupervised Aspect Term Extraction in Online Drugs Reviews. | Diana C. Cavalcanti, Ricardo B. C. Prudncio |
| 2016 | ECAI | Making Sense of Item Response Theory in Machine Learning. | Fernando Martnez-Plumed, Ricardo B. C. Prudncio, Adolfo Martnez Us, Jos Hernndez-Orallo |
| 2015 | ESANN | I/S-Race: An iterative Multi-Objective Racing Algorithm for the SVM Parameter Selection Problem. | Pricles Barbosa C. de Miranda, Paulo Ricardo da Silva Soares, Ricardo B. C. Prudncio |
| 2014 | CEC | A comparison study of binary multi-objective Particle Swarm Optimization approaches for test case selection. | Luciano S. de Souza, Ricardo B. C. Prudncio, Flvia de Almeida Barros |
| 2014 | ECAI | Similarity Measures of Algorithm Performance for Cost-Sensitive Scenarios. | Carlos Eduardo Castor de Melo, Ricardo B. C. Prudncio |
| 2014 | ESANN | Fine-tuning of support vector machine parameters using racing algorithms. | Pricles B. C. Miranda, Paulo Ricardo da Silva Soares, Ricardo B. C. Prudncio |
| 2014 | IJCNN | A collaborative filtering framework based on local and global similarities with similarity tie-breaking criteria. | Andre R. S. Lopes, Ricardo B. C. Prudncio, Byron L. D. Bezerra |
| 2013 | IJCNN | Active testing for SVM parameter selection. | Pricles B. C. Miranda, Ricardo B. C. Prudncio |
| 2013 | IJCNN | Active selection of training instances for a random forest meta-learner. | Arthur F. M. Sousa, Ricardo B. C. Prudncio, Carlos Soares, Teresa Bernarda Ludermir |
| 2013 | SEKE | Group Profiling for Understanding Educational Social Networking. | Joo Gomes, Ricardo B. C. Prudncio, Luciano Meira, Alexandre Azevedo Filho, Andr C. A. Nascimento, Hilrio Oliveira |
| 2012 | ICTAI | Collective Classification for Sentiment Analysis in Social Networks. | Juliano C. B. Rabelo, Ricardo B. C. Prudncio, Flvia A. Barros |
| 2012 | SMC | Using link structure to infer opinions in social networks. | Juliano C. B. Rabelo, Ricardo B. C. Prudncio, Flvia de Almeida Barros |