Ana Carolina Lorena
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
34
Venues
14
Active years
2003–2025
Best venue rank
B
Where they publish
Papers
34 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | IJCNN | Optimizing view generation in classification datasets. | Victor Castro Nacif De Faria, Rafael M. O. Cruz, Robert Sabourin, Ana Carolina Lorena |
| 2025 | IJCNN | Beyond Filtering: Leveraging Instance Hardness for Data-Centric Machine Learning in Healthcare. | Maria Gabriela Valeriano, Carlos Roberto Veiga Kiffer, Ana Carolina Lorena |
| 2025 | SAC | Data Balancing for Mitigating Sampling Bias in Machine Learning. | Ronaldo Inocncio Jnior, Mrcio P. Basgalupp, Teresa Bernarda Ludermir, Ana Carolina Lorena |
| 2025 | SAC | Network-based instance hardness measures for classification problems. | Gustavo P. Torquette, Mrcio P. Basgalupp, Teresa Bernarda Ludermir, Ana Carolina Lorena |
| 2024 | GECCO | Explaining instances in the health domain based on the exploration of a dataset's hardness embedding. | Maria Gabriela Valeriano, Joo Luiz Junho Pereira, Carlos Roberto Veiga Kiffer, Ana Carolina Lorena |
| 2024 | IJCNN | Measuring Latent Traits of Instance Hardness and Classifier Ability using Boltzmann Machines. | Eduardo Vargas Ferreira, Ricardo Bastos Cavalcante Prudncio, Ana Carolina Lorena |
| 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 | HAIS | Model Performance Prediction: A Meta-Learning Approach for Concept Drift Detection. | Fernanda A. Melo, Andr C. P. L. F. de Carvalho, Ana Carolina Lorena, Lus Paulo F. Garcia |
| 2023 | IDEAL | Complexity-Driven Sampling for Bagging. | Carmen Lancho, Marcilio C. P. de Souto, Ana Carolina Lorena, Isaac Martn de Diego |
| 2022 | CCGRID | Let the data speak: analysing data from multiple health centers of the So Paulo metropolitan area for COVID-19 clinical deterioration prediction. | Maria Gabriela Valeriano, Carlos Roberto Veiga Kiffer, Giane Higino, Paloma Zano, Dulce A. Barbosa, Patrcia A. Moreira, Paulo Caleb J. L. Santos, Renato Grinbaum, Ana Carolina Lorena |
| 2021 | ICONIP | Evaluating Data Characterization Measures for Clustering Problems in Meta-learning. | Luiz Henrique dos Santos Fernandes, Marcilio C. P. de Souto, Ana Carolina Lorena |
| 2021 | IWANN | A Study of the Correlation of Metafeatures Used for Metalearning. | Adriano Rivolli, Lus Paulo F. Garcia, Ana Carolina Lorena, Andr C. P. L. F. de Carvalho |
| 2021 | SAC | Automatic recovering the number | Hrio Sousa, Marcilio C. P. de Souto, Reginaldo Massanobu Kuroshu, Ana Carolina Lorena |
| 2020 | ICONIP | Monitoring Night Skies with Deep Learning. | Yuri Galindo, Marcelo De Cicco, Marcos G. Quiles, Ana Carolina Lorena |
| 2019 | IJCNN | Data complexity measures in feature selection. | Lucas Chesini Okimoto, Ana Carolina Lorena |
| 2018 | CEC | Automatic Design of Evolutionary Algorithms Based on Entropy Triggers. | Guilherme Ribeiroda Silva, Mrcio P. Basgalupp, Ana Carolina Lorena |
| 2018 | ICPR | Classifier Recommendation Using Data Complexity Measures. | Lus Paulo F. Garcia, Ana Carolina Lorena, Marcilio C. P. de Souto, Tin Kam Ho |
| 2018 | IJCNN | Data Complexity Measures for Imbalanced Classification Tasks. | Victor H. Barella, Lus Paulo F. Garcia, Marcilio C. P. de Souto, Ana Carolina Lorena, Andr C. P. L. F. de Carvalho |
| 2018 | IJCNN | Using Complexity Measures to Evolve Synthetic Classification Datasets. | Vincius Veloso de Melo, Ana Carolina Lorena |
| 2017 | TrustCom | GEEK: Grammatical Evolution for Automatically Evolving Kernel Functions. | Arua De M. Sousa, Ana Carolina Lorena, Mrcio P. Basgalupp |
| 2016 | IJCNN | Measuring the complexity of regression problems. | Aron I. Maciel, Ivan G. Costa, Ana Carolina Lorena |
| 2015 | ICONIP | Using Growing Neural Gas in Prototype Generation for Nearest Neighbor Classifiers. | Jussara Dias, Marcos G. Quiles, Ana Carolina Lorena |
| 2015 | ICONIP | On Measuring the Complexity of Classification Problems. | Ana Carolina Lorena, Marclio Carlos Pereira de Souto |
| 2015 | IJCNN | Adaptive approaches for keystroke dynamics. | Paulo Henrique Pisani, Ana Carolina Lorena, Andr C. P. L. F. de Carvalho |
| 2013 | HAIS | Noisy Data Set Identification. | Lus Paulo F. Garcia, Andr C. P. L. F. de Carvalho, Ana Carolina Lorena |
| 2012 | CEC | Evolutionary neural networks applied to keystroke dynamics: Genetic and immune based. | Paulo Henrique Pisani, Ana Carolina Lorena |
| 2011 | EMO | Multi-objective Genetic Algorithm Evaluation in Feature Selection. | Newton Spolar, Ana Carolina Lorena, Huei Diana Lee |
| 2010 | IJCNN | Complexity measures of supervised classifications tasks: A case study for cancer gene expression data. | Marclio Carlos Pereira de Souto, Ana Carolina Lorena, Newton Spolar, Ivan Gesteira Costa |
| 2009 | HAIS | Use of Classification Algorithms in Noise Detection and Elimination. | Andr L. B. Miranda, Lus Paulo F. Garcia, Andr C. P. L. F. de Carvalho, Ana Carolina Lorena |
| 2008 | HIS | On the Complexity of Gene Expression Classification Data Sets. | Ana Carolina Lorena, Ivan G. Costa, Marclio Carlos Pereira de Souto |
| 2008 | ICONIP | Ensembles of Pre-processing Techniques for Noise Detection in Gene Expression Data. | Giampaolo L. Libralon, Andr Carlos Ponce de Leon Ferreira de Carvalho, Ana Carolina Lorena |
| 2007 | HIS | Comparing Several Evaluation Functions in the Evolutionary Design of Multiclass Support Vector Machines. | Ana Carolina Lorena, Andr Carlos Ponce de Leon Ferreira de Carvalho |
| 2005 | HIS | Support Vector Machines Applied to White Blood Cell Recognition. | Daniela Mayumi Ushizima, Ana Carolina Lorena, Andr Carlos Ponce de Leon Ferreira de Carvalho |
| 2003 | ICANN | Human Splice Site Identification with Multiclass Support Vector Machines and Bagging. | Ana Carolina Lorena, Andr Carlos Ponce de Leon Ferreira de Carvalho |