Andr C. P. L. F. de Carvalho
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
67
Venues
23
Active years
1999–2025
Best venue rank
A*
Where they publish
- BIJCNN15 papers
- NationalEPIA8 papers
- CIDEAL6 papers
- MulticonferenceSAC6 papers
- NationalHAIS5 papers
- AGECCO5 papers
- ADIS3 papers
- CICCSA2 papers
- ARecSys2 papers
- BICTAI2 papers
- MulticonferenceVISIGRAPP1 paper
- A*ICDM1 paper
- CICANN1 paper
- NationalIWANN1 paper
- CJURIX1 paper
- MulticonferenceICCS1 paper
- CFIE1 paper
- NationalICNC1 paper
- CISDA1 paper
- BMDM1 paper
- CEANN1 paper
- CHIS1 paper
- BICONIP1 paper
Papers
67 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | IDEAL | Physics-Informed Neural Networks for Modelling Rheumatoid Arthritis Progression - A Novel Approach Integrating Pathophysiological Laws with Machine Learning. | Daniela Lopes Freire, Guilherme Megeto, Lucas Gessoni, Irene Fantini, Ricardo Dutra, Heloisa Leo, Maira Pitta, Andr C. P. L. F. de Carvalho |
| 2024 | EPIA | Assessing Advanced Computer Vision Techniques in Aerial Imagery: A Case Study on Transmission Tower Identification. | Daniela Lopes Freire, Andr C. P. L. F. de Carvalho, Augusto Jos Peterlevitz, Mateus A. Chinelatto, Ricardo Dutra da Silva, Juan Fernando Rojas Perea |
| 2024 | EPIA | HIRS: A Hybrid Information Retrieval System for Legislative Documents. | Jos Antnio dos Santos, Ellen Souza, Carmelo J. A. Bastos Filho, Hidelberg Oliveira Albuquerque, Douglas Vitrio, Danilo Carlos Gouveia de Lucena, Ndia Flix F. da Silva, Andr C. P. L. F. de Carvalho |
| 2024 | ICCSA | Applying LSTM Recurrent Neural Networks to Predict Revenue. | Luis Eduardo Pelin Cardoso, Andr C. P. L. F. de Carvalho, Marcos G. Quiles |
| 2024 | ICCSA | Enhancing Explainability in Oral Cancer Detection with Grad-CAM Visualizations. | Arnaldo Vitor Barros da Silva, Cristina Saldivia-Siracusa, Eduardo Santos Carlos de Souza, Anna Luza Damaceno Arajo, Marcio Ajudarte Lopes, Pablo Agustin Vargas, Luiz Paulo Kowalski, Alan Roger Santos-Silva, Andr C. P. L. F. de Carvalho, Marcos G. Quiles |
| 2024 | IDEAL | A Methodology for Automated Conversion of Axis-Aligned to Polygonal and Oriented Bounding Box Annotations in Aerial Imagery Object Detection. | Daniela Lopes Freire, Andr C. P. L. F. de Carvalho, Augusto Jos Peterlevitz, Mateus Antonio Chinelatto, Ricardo Dutra da Silva, Juan Fernando Rojas Perea |
| 2024 | VISIGRAPP | Efficient Parameter Mining and Freezing for Continual Object Detection. | Angelo G. Menezes, Augusto Jos Peterlevitz, Mateus Antonio Chinelatto, Andr C. P. L. F. de Carvalho |
| 2023 | EPIA | On the Assessment of Deep Learning Models for Named Entity Recognition of Brazilian Legal Documents. | Hidelberg Oliveira Albuquerque, Ellen Souza, Adriano L. I. Oliveira, David L. Macdo, Cleber Zanchettin, Douglas Vitrio, Ndia Flix F. da Silva, Andr C. P. L. F. de Carvalho |
| 2023 | HAIS | Exploratory Study of Data Sampling Methods for Imbalanced Legal Text Classification. | Daniela Lopes Freire, Alex Marino Gonalves de Almeida, Mrcio de Souza Dias, Adriano Rivolli, Fabola S. F. Pereira, Giliard Almeida de Godoi, Andr C. P. L. F. de Carvalho |
| 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 | ICDM | The Strength of Influence Ties in Stock Networks: Empirical Analysis for Portfolio Selection. | Thiago Ambiel, Douglas Castilho, Andr C. P. L. F. de Carvalho |
| 2023 | IJCNN | Feature Selection using Complex Networks to Support Price Trend Forecast in Energy Markets. | Douglas Castilho, Moiss R. Santos, Renato Tins, Andr C. P. L. F. de Carvalho, Marcos B. S. Paula, Lucas Ladeira, Ewerton Guarnier, Donato da Silva-Filho, Danilo Y. Suiama, Antonio Carlos De Oliveira Jnior, Lucas Penido Alpio |
| 2023 | IDEAL | Threshold-Based Classification to Enhance Confidence in Open Set of Legal Texts. | Daniela Lopes Freire, Alex Marino Gonalves de Almeida, Mrcio de Souza Dias, Adriano Rivolli, Fabola S. F. Pereira, Giliard Almeida de Godoi, Andr C. P. L. F. de Carvalho |
| 2022 | EPIA | Expanding UlyssesNER-Br Named Entity Recognition Corpus with Informal User-Generated Text. | Rosimeire Costa, Hidelberg Oliveira Albuquerque, Gabriel Silvestre, Ndia Flix F. da Silva, Ellen Souza, Douglas Vitrio, Augusto Nunes, Felipe Siqueira, Joo Pedro M. Tarrega, Joo Vitor P. Beinotti, Mrcio de Souza Dias, Fabola S. F. Pereira, Matheus Silva, Miguel de Mattos Gardini, Vincius Adolfo Pereira da Silva, Andr C. P. L. F. de Carvalho, Adriano Lorena Incio de Oliveira |
| 2022 | EPIA | UlyssesSD-Br: Stance Detection in Brazilian Political Polls. | Dyonnatan Ferreira Maia, Ndia Flix F. da Silva, Ellen Polliana Ramos Souza, Augusto Sousa Nunes, Lucas C. Procpio, Guthemberg da S. Sampaio, Mrcio de Souza Dias, Adrio O. Alves, Dyssica F. Maia, Ingrid A. Ribeiro, Fabola S. F. Pereira, Andr C. P. L. F. de Carvalho |
| 2021 | ICANN | Evaluate Pseudo Labeling and CNN for Multi-variate Time Series Classification in Low-Data Regimes. | Dino Ienco, Davi Pereira dos Santos, Andr C. P. L. F. de Carvalho |
| 2021 | IJCNN | Seasonal-Trend decomposition based on Loess + Machine Learning: Hybrid Forecasting for Monthly Univariate Time Series. | Gabriel Dalforno Silvestre, Moiss Rocha dos Santos, Andr C. P. L. F. de Carvalho |
| 2021 | IDEAL | Time-Series in Hyper-parameter Initialization of Machine Learning Techniques. | Toms Horvth, Rafael Gomes Mantovani, Andr C. P. L. F. de Carvalho |
| 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 | JURIX | An Information Retrieval Pipeline for Legislative Documents from the Brazilian Chamber of Deputies. | Ellen Souza, Douglas Vitrio, Gyovana Moriyama, Luiz Santos, Lucas Martins, Mariana Souza, Mrcio Fonseca F. da Silva, Ndia Flix, Andr C. P. L. F. de Carvalho, Hidelberg Oliveira Albuquerque, Adriano L. I. Oliveira |
| 2020 | HAIS | Evaluation of Error Metrics for Meta-learning Label Definition in the Forecasting Task. | Moiss Rocha dos Santos, Leandro Resende Mundim, Andr C. P. L. F. de Carvalho |
| 2019 | DIS | Ensemble Clustering for Novelty Detection in Data Streams. | Kemilly Dearo Garcia, Elaine Ribeiro de Faria, Cludio Rebelo de S, Joo Mendes-Moreira, Charu C. Aggarwal, Andr C. P. L. F. de Carvalho, Joost N. Kok |
| 2019 | EPIA | Online Clustering for Novelty Detection and Concept Drift in Data Streams. | Kemilly Dearo Garcia, Mannes Poel, Joost N. Kok, Andr C. P. L. F. de Carvalho |
| 2019 | EPIA | Feature-Based Time Series Classification for Service Request Opening Prediction in the Telecom Industry. | Fabola S. F. Pereira, Andr C. P. L. F. de Carvalho, Rafael Assis, Maxley Costa, Elaine R. Faria, Rita Maria da Silva Julia, Umberto Barcelos, Jony Melo |
| 2019 | ICCS | Improving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock Networks. | Douglas Castilho, Joo Gama, Leandro Resende Mundim, Andr C. P. L. F. de Carvalho |
| 2019 | IJCNN | Qualitative data clustering: a new Integer Linear Programming model. | Luiz Henrique Nogueira Lorena, Marcos Gonalves Quiles, Luiz Antonio Nogueira Lorena, Andr C. P. L. F. de Carvalho, Juliana Garcia Cespedes |
| 2019 | IJCNN | Unsupervised Meta-Learning for Clustering Algorithm Recommendation. | Bruno Almeida Pimentel, Andr C. P. L. F. de Carvalho |
| 2018 | DIS | CF4CF-META: Hybrid Collaborative Filtering Algorithm Selection Framework. | Tiago Cunha, Carlos Soares, Andr C. P. L. F. de Carvalho |
| 2018 | FIE | A comparative analysis of the automatic modeling of Learning Styles through Machine Learning techniques. | Lucas D. Ferreira, Gabriel Spadon, Andr C. P. L. F. de Carvalho, Jos F. Rodrigues Jr. |
| 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 | Multi-label Feature Selection Techniques for Hierarchical Multi-label Protein Function Prediction. | Ricardo Cerri, Rafael Gomes Mantovani, Mrcio P. Basgalupp, Andr C. P. L. F. de Carvalho |
| 2018 | IJCNN | Statistical versus Distance-Based Meta-Features for Clustering Algorithm recommendation Using Meta-Learning. | Bruno Almeida Pimentel, Andr C. P. L. F. de Carvalho |
| 2018 | IDEAL | Unsupervised Domain Adaptation for Human Activity Recognition. | Paulo Barbosa, Kemilly Dearo Garcia, Joo Mendes-Moreira, Andr C. P. L. F. de Carvalho |
| 2018 | IDEAL | A Cluster-Based Prototype Reduction for Online Classification. | Kemilly Dearo Garcia, Andr C. P. L. F. de Carvalho, Joo Mendes-Moreira |
| 2018 | RecSys | CF4CF: recommending collaborative filtering algorithms using collaborative filtering. | Tiago Cunha, Carlos Soares, Andr C. P. L. F. de Carvalho |
| 2018 | SAC | A label ranking approach for selecting rankings of collaborative filtering algorithms. | Tiago Cunha, Carlos Soares, Andr C. P. L. F. de Carvalho |
| 2018 | SAC | A smartphone application to measure the quality of pest control spraying machines via image analysis. | Bruno Brandoli Machado, Gabriel Spadon, Mauro S. Arruda, Wesley Nunes Gonalves, Andr C. P. L. F. de Carvalho, Jos F. Rodrigues Jr. |
| 2017 | DIS | Recommending Collaborative Filtering Algorithms Using Subsampling Landmarkers. | Tiago Cunha, Carlos Soares, Andr C. P. L. F. de Carvalho |
| 2017 | EPIA | Food Truck Recommendation Using Multi-label Classification. | Adriano Rivolli, Larissa C. Parker, Andr C. P. L. F. de Carvalho |
| 2017 | ICNC | Using a multi-objective artificial immune system approach for biodiversity conservation. | Shana Schlottfeldt, Maria Emlia Telles Walter, Andr C. P. L. F. de Carvalho, Mariana P. C. Telles, Jos Alexandre Felizola Diniz-Filho |
| 2017 | RecSys | Metalearning for Context-aware Filtering: Selection of Tensor Factorization Algorithms. | Tiago Cunha, Carlos Soares, Andr C. P. L. F. de Carvalho |
| 2016 | ISDA | Effects of Random Sampling on SVM Hyper-parameter Tuning. | Toms Horvth, Rafael Gomes Mantovani, Andr C. P. L. F. de Carvalho |
| 2016 | MDM | The Use of Autonomous UAVs to Improve Pesticide Application in Crop Fields. | Bruno S. Faial, Jo Ueyama, Andr C. P. L. F. de Carvalho |
| 2016 | SAC | Fast adaptive stacking of ensembles. | Isvani Inocencio Fras Blanco, Alberto Verdecia-Cabrera, Agustn Alejandro Ortiz Daz, Andr C. P. L. F. de Carvalho |
| 2015 | GECCO | Using Multi-Objective Artificial Immune Systems to Find Core Collections Based on Molecular Markers. | Shana Schlottfeldt, Maria Emlia M. T. Walter, Jon Timmis, Andr C. P. L. F. de Carvalho, Mariana P. C. Telles, Jos Alexandre Felizola Diniz-Filho |
| 2015 | IJCNN | Hierarchical classification of Gene Ontology-based protein functions with neural networks. | Ricardo Cerri, Rodrigo C. Barros, Andr C. P. L. F. de Carvalho |
| 2015 | IJCNN | An evolutionary sampling approach for classification with imbalanced data. | Everlandio R. Q. Fernandes, Andr C. P. L. F. de Carvalho, Andr L. V. Coelho |
| 2015 | IJCNN | To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning. | Rafael Gomes Mantovani, Andr Luis Debiaso Rossi, Joaquin Vanschoren, Bernd Bischl, Andr C. P. L. F. de Carvalho |
| 2015 | IJCNN | Effectiveness of Random Search in SVM hyper-parameter tuning. | Rafael Gomes Mantovani, Andr Luis Debiaso Rossi, Joaquin Vanschoren, Bernd Bischl, Andr C. P. L. F. de Carvalho |
| 2015 | IJCNN | Adaptive approaches for keystroke dynamics. | Paulo Henrique Pisani, Ana Carolina Lorena, Andr C. P. L. F. de Carvalho |
| 2014 | EANN | Exploiting Evolution on UAV Control Rules for Spraying Pesticides on Crop Fields. | Bruno S. Faial, Gustavo Pessin, Geraldo P. R. Filho, Gustavo Furquim, Andr C. P. L. F. de Carvalho, J Ueyama |
| 2014 | GECCO | Multi-objective optimization applied to systematic conservation planning and spatial conservation priorities under climate change. | Shana Schlottfeldt, Jon Timmis, Maria Emlia M. T. Walter, Andr C. P. L. F. de Carvalho, Jos Alexandre Felizola Diniz-Filho, Lorena M. Simon, Rafael D. Loyola, Mariana P. C. Telles |
| 2014 | ICTAI | Fine-Tuning of UAV Control Rules for Spraying Pesticides on Crop Fields. | Bruno S. Faial, Gustavo Pessin, Geraldo P. R. Filho, Andr C. P. L. F. de Carvalho, Gustavo Furquim, Jo Ueyama |
| 2013 | GECCO | A grammatical evolution approach for software effort estimation. | Rodrigo C. Barros, Mrcio P. Basgalupp, Ricardo Cerri, Tiago Silva da Silva, 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 |
| 2013 | SAC | Software effort prediction: a hyper-heuristic decision-tree based approach. | Mrcio P. Basgalupp, Rodrigo C. Barros, Tiago Silva da Silva, Andr C. P. L. F. de Carvalho |
| 2013 | SAC | Novelty detection algorithm for data streams multi-class problems. | Elaine R. Faria, Joo Gama, Andr C. P. L. F. de Carvalho |
| 2012 | SAC | Improving the offline clustering stage of data stream algorithms in scenarios with variable number of clusters. | Elaine R. Faria, Rodrigo C. Barros, Joo Gama, Andr C. P. L. F. de Carvalho |
| 2011 | ICTAI | Quantifying Features Using False Nearest Neighbors: An Unsupervised Approach. | Jose Augusto Andrade Filho, Andr C. P. L. F. de Carvalho, Rodrigo Fernandes de Mello, Salem Alelyani, Huan Liu |
| 2009 | GECCO | The multi-label OCS with a genetic algorithm for rule discovery: implementation and first results. | Rosane Maria Maffei Vallim, Thyago S. P. C. Duque, David E. Goldberg, Andr C. P. L. F. de Carvalho |
| 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 | GECCO | A new approach for multi-label classification based on default hierarchies and organizational learning. | Rosane Maria Maffei Vallim, David E. Goldberg, Xavier Llor, Thyago S. P. C. Duque, Andr C. P. L. F. de Carvalho |
| 2008 | HIS | Bio-Inspired Parameter Tunning of MLP Networks for Gene Expression Analysis. | Andr L. D. Rossi, Andr C. P. L. F. de Carvalho, Carlos Soares |
| 2008 | ICONIP | Bioinspired Parameter Tuning of MLP Networks for Gene Expression Analysis: Quality of Fitness Estimates vs. Number of Solutions Analysed. | Andr L. D. Rossi, Carlos Soares, Andr C. P. L. F. de Carvalho |
| 2003 | IJCNN | A dynamical model for multi-scale pixel clustering. | Liang Zhao, Antonio P. G. Damiance, Rogerio A. Furukawa, Andr C. P. L. F. de Carvalho |
| 1999 | IJCNN | Applying neural networks to determine vibration parameters in a turbine. | Chandler W. Caulkins, Robson B. T. Oliveira, Andr C. P. L. F. de Carvalho, Solange O. Rezende, Maria Carolina Monard |
| 1999 | IJCNN | Pattern recognition using constructive algorithms. | Humberto Costa de Sousa, Andr C. P. L. F. de Carvalho |