André Carlos Ponce de Leon Ferreira de Carvalho

241 papers A 3B 12C 16Misc 13Journal 110Unranked 75
YearRankTypeTitle / Venue / Authors
2025 — conf
Automated Eucalyptus Inventory: Comparison of Manual, CHM and LiDAR Methods.
IDEAL (2)
Daniela Lopes Freire, Adimara Colturato, Luis Pelin, Vesa Palmu, Cristiano Reis, André Carlos Ponce de Leon Ferreira de Carvalho, Kalinka Branco
2025 J jnl
BM25 x Vila Sésamo: avaliando modelos Sentence-BERT para Recuperação de Informação no cenário legislativo brasileiro.
Linguamática
Douglas Vitório, Ellen Souza, José Antônio dos Santos, André Carlos Ponce de Leon Ferreira de Carvalho, Adriano Lorena Inácio de Oliveira, Nádia Félix F. da Silva
2025 J jnl
Building a relevance feedback corpus for legal information retrieval in the real-case scenario of the Brazilian Chamber of Deputies.
Lang. Resour. Evaluation
Douglas Vitório, Ellen Souza, Lucas Martins, Nádia Félix F. da Silva, André Carlos Ponce de Leon Ferreira de Carvalho, Adriano Lorena Inácio de Oliveira, Francisco Edmundo de Andrade
2025 J jnl
Efficient online tree, rule-based and distance-based algorithms.
J. Braz. Comput. Soc.
Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho
2025 — conf
Exploring One Million Machine Learning Pipelines: A Benchmarking Study.
AutoML
Edesio Alcobaça, André Carlos Ponce de Leon Ferreira de Carvalho
2025 J jnl
International AI Safety Report.
CoRR
Yoshua Bengio, Sören Mindermann, Daniel Privitera, Tamay Besiroglu, Rishi Bommasani, Stephen Casper, Yejin Choi, Philip Fox, Ben Garfinkel, Danielle Goldfarb, Hoda Heidari, Anson Ho, Sayash Kapoor, Leila Khalatbari, Shayne Longpre, Sam Manning, Vasilios Mavroudis, Mantas Mazeika, Julian Michael, Jessica Newman, Kwan Yee Ng, Chinasa T. Okolo, Inioluwa Deborah Raji, Girish Sastry, Elizabeth Seger, Theodora Skeadas, Tobin South, Emma Strubell, Florian Tramèr, Lucia Velasco, Nicole Wheeler, Daron Acemoglu, Olubayo Adekanmbi, David Dalrymple, Thomas G. Dietterich, Edward W. Felten, Pascale Fung, Pierre-Olivier Gourinchas, Fredrik Heintz, Geoffrey E. Hinton, Nick R. Jennings, Andreas Krause, Susan Leavy, Percy Liang, Teresa Ludermir, Vidushi Marda, Helen Margetts, John A. McDermid, Jane Munga, Arvind Narayanan, Alondra Nelson, Clara Neppel, Alice Oh, Gopal Ramchurn, Stuart Russell, Marietje Schaake, Bernhard Schölkopf, Dawn Song, Alvaro Soto, Lee Tiedrich, Gaël Varoquaux, Andrew Yao, Ya-Qin Zhang, Fahad Albalawi, Marwan Alserkal, Olubunmi Ajala, Guillaume Avrin, Christian Busch, André Carlos Ponce de Leon Ferreira de Carvalho, Bronwyn Fox, Amandeep Singh Gill, Ahmet Halit Hatip, Juha Heikkilä, Gill Jolly, Ziv Katzir, Hiroaki Kitano, Antonio Krüger, Chris Johnson, Saif M. Khan, Kyoung Mu Lee, Dominic Vincent Ligot, Oleksii Molchanovskyi, Andrea Monti, Nusu Mwamanzi, Mona Nemer, Nuria Oliver, José Ramón López Portillo, Balaraman Ravindran, Raquel Pezoa Rivera, Hammam Riza, Crystal Rugege, Ciarán Seoighe, Jerry Sheehan, Haroon Sheikh, Denise Wong, Yi Zeng
2024 — conf
Natural Language Processing Application in Legislative Activity: a Case Study of Similar Amendments in the Brazilian Senate.
PROPOR (1)
Diany Pressato, Pedro Lucas Castro de Andrade, Flávio Rocha Junior, Felipe Alves Siqueira, Ellen Polliana Ramos Souza, Nádia Félix Felipe da Silva, Márcio de Souza Dias, André Carlos Ponce de Leon Ferreira de Carvalho
2024 J jnl
RoBERTaLexPT: um modelo RoBERTa jurídico pré-treinado com deduplicação para língua Portuguesa.
Linguamática
Eduardo Augusto Santos Garcia, Nádia Félix Felipe da Silva, Juliana Resplande Sant'Anna Gomes, Hidelberg Albuquerque, Ellen Souza, Felipe Siqueira, Eliomar Araújo de Lima, André Carlos Ponce de Leon Ferreira de Carvalho
2024 J jnl
SWINN: Efficient nearest neighbor search in sliding windows using graphs.
Inf. Fusion
Saulo Martiello Mastelini, Bruno Veloso, Max Halford, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2024 J jnl
What rating they will probably give: A cognitive diagnosis approach for recommending items based on polytomous responses and latent attributes.
Expert Syst. Appl.
Fernanda Tostes Marana, Renato da Silva Fernandes, Jorge Luis Bazán Guzmán, André Carlos Ponce de Leon Ferreira de Carvalho, Mariana Curi
2023 J jnl
Online Extra Trees Regressor.
IEEE Trans. Neural Networks Learn. Syst.
Saulo Martiello Mastelini, Felipe Kenji Nakano, Celine Vens, André Carlos Ponce de Leon Ferreira de Carvalho
2022 J jnl
An agent-based approach to procedural city generation incorporating Land Use and Transport Interaction models.
CoRR
Luiz Fernando Silva Eugênio dos Santos, Claus Aranha, André Carlos Ponce de Leon Ferreira de Carvalho
2022 Misc conf
Content-Based Lawsuits Document Image Retrieval.
EPIA
Daniela L. Freire, André Carlos Ponce de Leon Ferreira de Carvalho, Leonardo Carneiro Feltran, Lara Ayumi Nagamatsu, Kelly Cristina Ramos da Silva, Claudemir Firmino, João Eduardo Ferreira, Pedro Losco Takecian, Danilo Carlotti, Francisco Antonio Cavalcanti Lima, Roberto Mendes Portela
2022 Misc conf
Lawsuits Document Images Processing Classification.
EPIA
Daniela L. Freire, André Carlos Ponce de Leon Ferreira de Carvalho, Leonardo Carneiro Feltran, Lara Ayumi Nagamatsu, Kelly Cristina Ramos da Silva, Claudemir Firmino, João Eduardo Ferreira, Pedro Losco Takecian, Danilo Carlotti, Francisco Antonio Cavalcanti Lima, Roberto Mendes Portela
2022 J jnl
No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling.
CoRR
Marília Costa Rosendo Silva, Felipe Alves Siqueira, João Pedro Mantovani Tarrega, João Vitor Pataca Beinotti, Augusto Sousa Nunes, Miguel de Mattos Gardini, Vinícius Adolfo Pereira da Silva, Nádia Félix Felipe da Silva, André Carlos Ponce de Leon Ferreira de Carvalho
2022 — conf
Ulysses-RFSQ: A Novel Method to Improve Legal Information Retrieval Based on Relevance Feedback.
BRACIS (1)
Douglas Vitório, Ellen Souza, Lucas Martins, Nádia Félix F. da Silva, André Carlos Ponce de Leon Ferreira de Carvalho, Adriano L. I. Oliveira
2021 J jnl
Evaluating Meta-Feature Selection for the Algorithm Recommendation Problem.
CoRR
Geand Trindade Pereira, Moisés Rocha dos Santos, André Carlos Ponce de Leon Ferreira de Carvalho
2021 — conf
Feature Importance Analysis of Non-coding DNA/RNA Sequences Based on Machine Learning Approaches.
BSB
Breno Lívio Silva de Almeida, Alvaro Pedroso Queiroz, Anderson Paulo Avila Santos, Robson Parmezan Bonidia, Ulisses Nunes da Rocha, Danilo Sipoli Sanches, André Carlos Ponce de Leon Ferreira de Carvalho
2021 J jnl
HumanMetagenomeDB: a public repository of curated and standardized metadata for human metagenomes.
Nucleic Acids Res.
Jonas Coelho Kasmanas, Alexander Bartholomäus, Felipe Borim Corrêa, Tamara L. Tal, Nico Jehmlich, Gunda Herberth, Martin von Bergen, Peter F. Stadler, André Carlos Ponce de Leon Ferreira de Carvalho, Ulisses Nunes da Rocha
2021 — conf
MathPIP: Classification of Proinflammatory Peptides Using Mathematical Descriptors.
BSB
João Pedro Uchôa Cavalcante, Anderson Cardoso Gonçalves, Robson Parmezan Bonidia, Danilo Sipoli Sanches, André Carlos Ponce de Leon Ferreira de Carvalho
2021 J jnl
Micro-MetaStream: Algorithm selection for time-changing data.
Inf. Sci.
André Luis Debiaso Rossi, Carlos Soares, Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho
2021 J jnl
Preface.
Nat. Comput.
André Carlos Ponce de Leon Ferreira de Carvalho, Anne Magály de Paula Canuto, Graçaliz Pereira Dimuro
2021 J jnl
SmartSORT: an MLP-based method for tracking multiple objects in real-time.
J. Real Time Image Process.
Michel C. Meneses, Leonardo N. Matos, Bruno O. Prado, André Carlos Ponce de Leon Ferreira de Carvalho, Hendrik Teixeira Macedo
2021 J jnl
Using dynamical quantization to perform split attempts in online tree regressors.
Pattern Recognit. Lett.
Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho
2020 — conf
2CS: Correlation-Guided Split Candidate Selection in Hoeffding Tree Regressors.
BRACIS (2)
Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho
2020 J jnl
Characterizing the Impact of Social Inequality on COVID-19 Propagation in Developing Countries.
IEEE Access
Evelin Helena Silva Cardoso, Marcelino Silva da Silva, Francisco Eguinaldo De Albuquerque Félix Júnior, Solon Venâncio de Carvalho, André Carlos Ponce de Leon Ferreira de Carvalho, Nandamudi Vijaykumar, Carlos Renato Lisboa Francês
2020 J jnl
Learning to associate detections for real-time multiple object tracking.
CoRR
Michel C. Meneses, Leonardo N. Matos, Bruno O. Prado, André Carlos Ponce de Leon Ferreira de Carvalho, Hendrik T. Macedo
2020 J jnl
Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters.
CoRR
Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça, Jadson Castro Gertrudes, Sylvio Barbon Junior, André Carlos Ponce de Leon Ferreira de Carvalho
2020 J jnl
Using dynamical quantization to perform split attempts in online tree regressors.
CoRR
Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho
2019 J jnl
A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers.
CoRR
Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça, Joaquin Vanschoren, André Carlos Ponce de Leon Ferreira de Carvalho
2019 J jnl
Adaptive Biometric Systems: Review and Perspectives.
ACM Comput. Surv.
Paulo Henrique Pisani, Abir Mhenni, Romain Giot, Estelle Cherrier, Norman Poh, André Carlos Ponce de Leon Ferreira de Carvalho, Christophe Rosenberger, Najoua Essoukri Ben Amara
2019 J jnl
Empirical investigation of active learning strategies.
Neurocomputing
Davi Pereira dos Santos, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce de Leon Ferreira de Carvalho
2019 J jnl
Experimental correlation analysis of bicluster coherence measures and gene ontology information.
Appl. Soft Comput.
Victor Alexandre Padilha, André Carlos Ponce de Leon Ferreira de Carvalho
2019 — conf
Explainable Machine Learning for Breast Cancer Diagnosis.
BRACIS
Tamires Brito-Sarracino, Moisés Rocha dos Santos, Eric Freire Antunes, Iury Batista de Andrade Santos, Jonas Coelho Kasmanas, André Carlos Ponce de Leon Ferreira de Carvalho
2019 — conf
Improving the AHT in Telecommunication Companies by Automatic Modeling of Call Center Service.
EPIA (2)
Henrique de Castro Neto, Rita Maria da Silva Julia, Elaine Ribeiro de Faria Paiva, André Carlos Ponce de Leon Ferreira de Carvalho, Anisio Pereira Santos Junior, Diansley Raphael Santos Peres, Etienne Silva Julia, Jony Teixeira de Melo, Umberto Maia Barcelos, Josiane Esteves de Assis
2019 J jnl
Machine learning meets genome assembly.
Briefings Bioinform.
Kleber Padovani de Souza, João Carlos Setubal, André Carlos Ponce de Leon Ferreira de Carvalho, Guilherme Oliveira, Annie Chateau, Ronnie Alves
2019 — conf
Multi-objective Basic Variable Neighborhood Search for Portfolio Selection.
ICVNS
Thiago Alves de Queiroz, Leandro Resende Mundim, André Carlos Ponce de Leon Ferreira de Carvalho
2019 — conf
Online Local Boosting: Improving Performance in Online Decision Trees.
BRACIS
Victor Guilherme Turrisi da Costa, Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon
2019 J jnl
Online Local Boosting: improving performance in online decision trees.
CoRR
Victor G. Turrisi da Costa, Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon Jr.
2019 J jnl
Online Multi-target regression trees with stacked leaf models.
CoRR
Saulo Martiello Mastelini, Sylvio Barbon Jr., André Carlos Ponce de Leon Ferreira de Carvalho
2019 — conf
Selecting the Most Relevant Features for the Identification of Long Non-Coding RNAs in Plants.
BRACIS
Robson Parmezan Bonidia, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre Rossi Paschoal, Danilo Sipoli Sanches
2019 J jnl
Special issue HAIS 2014: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems.
Neurocomputing
Marios M. Polycarpou, André Carlos Ponce de Leon Ferreira de Carvalho, Jeng-Shyang Pan, Michal Wozniak, Héctor Quintián, Emilio Corchado
2018 — conf
A Study of Biclustering Coherence Measures for Gene Expression Data.
BRACIS
Victor Alexandre Padilha, André Carlos Ponce de Leon Ferreira de Carvalho
2018 J jnl
An empirical study on hyperparameter tuning of decision trees.
CoRR
Rafael Gomes Mantovani, Tomás Horváth, Ricardo Cerri, Sylvio Barbon Junior, Joaquin Vanschoren, André Carlos Ponce de Leon Ferreira de Carvalho
2018 — conf
Preprocessing Technique for Cluster Editing via Integer Linear Programming.
ICIC (1)
Luiz Henrique Nogueira Lorena, Marcos Gonçalves Quiles, André Carlos Ponce de Leon Ferreira de Carvalho, Luiz Antonio Nogueira Lorena
2018 J jnl
Strict Very Fast Decision Tree: A memory conservative algorithm for data stream mining.
Pattern Recognit. Lett.
Victor Guilherme Turrisi da Costa, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon Junior
2018 J jnl
Strict Very Fast Decision Tree: a memory conservative algorithm for data stream mining.
CoRR
Victor Guilherme Turrisi da Costa, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon Junior
2017 — conf
A Comparison of Hierarchical Biclustering Ensemble Methods.
BRACIS
Victor Alexandre Padilha, André Carlos Ponce de Leon Ferreira de Carvalho
2017 — conf
A Machine Learning-Based Approach for Prediction of Plant Protection Product Deposition.
BRACIS
Carlos R. G. Junior, Pedro Henrique Gomes, Leandro Y. Mano, Rone B. de Oliveira, André Carlos Ponce de Leon Ferreira de Carvalho, Bruno S. Faiçal
2017 J jnl
A guidance of data stream characterization for meta-learning.
Intell. Data Anal.
André Luis Debiaso Rossi, Bruno Feres de Souza, Carlos Soares, André Carlos Ponce de Leon Ferreira de Carvalho
2017 B conf
Anomaly Detection Through Temporal Abstractions on Intensive Care Data: Position Paper.
CBMS
Giovana Jaskulski Gelatti, André Carlos Ponce de Leon Ferreira de Carvalho, Pedro Pereira Rodrigues
2017 J jnl
Deep learning for biological image classification.
Expert Syst. Appl.
Carlos Affonso, André Luis Debiaso Rossi, Fábio Henrique Antunes Vieira, André Carlos Ponce de Leon Ferreira de Carvalho
2017 J jnl
Evolutionary computing in recommender systems: a review of recent research.
Nat. Comput.
Tomás Horváth, André Carlos Ponce de Leon Ferreira de Carvalho
2016 J jnl
Automatic learning of pre-miRNAs from different species.
BMC Bioinform.
Ivani de Oliveira Negrão Lopes, Alexander Schliep, André Carlos Ponce de Leon Ferreira de Carvalho
2016 J jnl
Editorial: Special Issue CISIS13-IGPL.
Log. J. IGPL
Álvaro Herrero, Bruno Baruque, Ajith Abraham, André Carlos Ponce de Leon Ferreira de Carvalho, Pablo García Bringas, Héctor Quintián, Emilio Corchado
2016 J jnl
Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy.
J. Digit. Imaging
Marcos Vinicius Naves Bedo, Davi Pereira dos Santos, Marcelo Ponciano-Silva, Paulo Mazzoncini de Azevedo Marques, André Carlos Ponce de Leon Ferreira de Carvalho, Caetano Traina Jr.
2016 J jnl
Ensembles of label noise filters: a ranking approach.
Data Min. Knowl. Discov.
Luís Paulo F. Garcia, Ana Carolina Lorena, Stan Matwin, André Carlos Ponce de Leon Ferreira de Carvalho
2016 J jnl
Fine-Tuning of UAV Control Rules for Spraying Pesticides on Crop Fields: An Approach for Dynamic Environments.
Int. J. Artif. Intell. Tools
Bruno S. Faiçal, Gustavo Pessin, Geraldo P. R. Filho, André Carlos Ponce de Leon Ferreira de Carvalho, Pedro Henrique Gomes, Jó Ueyama
2016 J jnl
MINAS: multiclass learning algorithm for novelty detection in data streams.
Data Min. Knowl. Discov.
Elaine Ribeiro de Faria, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2015 — conf
A Multi-objective Optimization Approach Associated to Climate Change Analysis to Improve Systematic Conservation Planning.
EMO (2)
Shana Schlottfeldt, Jon Timmis, Maria Emília Telles Walter, André Carlos Ponce de Leon Ferreira de Carvalho, Lorena M. Simon, Rafael D. Loyola, José Alexandre Felizola Diniz-Filho
2015 J jnl
Adaptive Positive Selection for Keystroke Dynamics.
J. Intell. Robotic Syst.
Paulo Henrique Pisani, Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2015 J jnl
An Extensive Evaluation of Decision Tree-Based Hierarchical Multilabel Classification Methods and Performance Measures.
Comput. Intell.
Ricardo Cerri, Gisele L. Pappa, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2015 J jnl
Editorial: Special issue HAIS12-IGPL.
Log. J. IGPL
Héctor Quintián, Emilio Corchado, André Carlos Ponce de Leon Ferreira de Carvalho, Ajith Abraham, Michal Wozniak, Manuel Graña, Sung-Bae Cho
2015 J jnl
Evaluation of Multiclass Novelty Detection Algorithms for Data Streams.
IEEE Trans. Knowl. Data Eng.
Elaine Ribeiro de Faria, Isabel Ribeiro Gonçalves, João Gama, André Carlos Ponce de Leon Ferreira de Carvalho
2015 J jnl
Filter Feature Selection for One-Class Classification.
J. Intell. Robotic Syst.
Luiz Henrique Nogueira Lorena, André Carlos Ponce de Leon Ferreira de Carvalho, Ana Carolina Lorena
2014 B conf
A flocking-like technique to perform semi-supervised learning.
IJCNN
Roberto Alves Gueleri, Thiago Henrique Cupertino, André Carlos Ponce de Leon Ferreira de Carvalho, Liang Zhao
2014 J jnl
A framework for bottom-up induction of oblique decision trees.
Neurocomputing
Rodrigo C. Barros, Pablo A. Jaskowiak, Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho
2014 — conf
Adaptive Algorithms in Accelerometer Biometrics.
BRACIS
Paulo Henrique Pisani, Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2014 — conf
Clustering Search Applied to Rank Aggregation.
BRACIS
Luiz Henrique Nogueira Lorena, Ana Carolina Lorena, Luiz Antonio Nogueira Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2014 Misc conf
Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search.
HAIS
Davi Pereira dos Santos, André Carlos Ponce de Leon Ferreira de Carvalho
2014 J jnl
Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets.
IEEE Trans. Evol. Comput.
Rodrigo C. Barros, Márcio P. Basgalupp, Alex Alves Freitas, André Carlos Ponce de Leon Ferreira de Carvalho
2014 J jnl
Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation.
Inf. Sci.
Márcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2014 — conf
Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions.
GECCO (Companion)
Ricardo Cerri, Rodrigo C. Barros, Alex Alves Freitas, André Carlos Ponce de Leon Ferreira de Carvalho
2014 J jnl
Hierarchical multi-label classification using local neural networks.
J. Comput. Syst. Sci.
Ricardo Cerri, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho
2014 Misc ed.
Hybrid Artificial Intelligence Systems - 9th International Conference, HAIS 2014, Salamanca, Spain, June 11-13, 2014. Proceedings
HAIS
Marios M. Polycarpou, André Carlos Ponce de Leon Ferreira de Carvalho, Jeng-Shyang Pan, Michal Wozniak, Héctor Quintián, Emilio Corchado
2014 — ed.
International Joint Conference SOCO'13-CISIS'13-ICEUTE'13 - Salamanca, Spain, September 11th-13th, 2013 Proceedings
SOCO-CISIS-ICEUTE
Álvaro Herrero, Bruno Baruque, Fanny Klett, Ajith Abraham, Václav Snásel, André Carlos Ponce de Leon Ferreira de Carvalho, Pablo García Bringas, Ivan Zelinka, Héctor Quintián, Emilio Corchado
2014 J jnl
MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data.
Neurocomputing
André Luis Debiaso Rossi, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares, Bruno Feres de Souza
2014 B conf
PVis - Partitions' visualizer: Extracting knowledge by visualizing a collection of partitions.
IJCNN
Katti Faceli, Tiemi C. Sakata, André Carlos Ponce de Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto
2014 J jnl
Recent trends in intelligent data analysis.
Neurocomputing
Emilio Corchado, Michal Wozniak, Ajith Abraham, André Carlos Ponce de Leon Ferreira de Carvalho, Václav Snásel
2014 J jnl
The discriminant power of RNA features for pre-miRNA recognition.
BMC Bioinform.
Ivani de Oliveira Negrão Lopes, Alexander Schliep, André Carlos Ponce de Leon Ferreira de Carvalho
2014 J jnl
Unsupervised density-based behavior change detection in data streams.
Intell. Data Anal.
Rosane Maria Maffei Vallim, Jose Augusto Andrade Filho, Rodrigo Fernandes de Mello, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2013 B conf
A grammatical evolution algorithm for generation of Hierarchical Multi-Label Classification rules.
IEEE Congress on Evolutionary Computation
Ricardo Cerri, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2013 J jnl
Automatic Design of Decision-Tree Algorithms with Evolutionary Algorithms.
Evol. Comput.
Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2013 J jnl
Data stream clustering: A survey.
ACM Comput. Surv.
Jonathan de Andrade Silva, Elaine R. Faria, Rodrigo C. Barros, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2013 J jnl
Hierarchical Bottom-Up Safe Semi-Supervised Support Vector Machines for Multi-Class Transductive Learning.
J. Inf. Data Manag.
Thiago F. Covoes, Rodrigo C. Barros, Tiago Silva da Silva, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho
2013 J jnl
Online behavior change detection in computer games.
Expert Syst. Appl.
Rosane Maria Maffei Vallim, Jose Augusto Andrade Filho, Rodrigo Fernandes de Mello, André Carlos Ponce de Leon Ferreira de Carvalho
2013 J jnl
Predicting execution time of machine learning tasks for scheduling.
Int. J. Hybrid Intell. Syst.
Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho
2013 — conf
Probabilistic Clustering for Hierarchical Multi-Label Classification of Protein Functions.
ECML/PKDD (2)
Rodrigo C. Barros, Ricardo Cerri, Alex Alves Freitas, André Carlos Ponce de Leon Ferreira de Carvalho
2012 — conf
A Meta-Learning Approach to Select Meta-Heuristics for the Traveling Salesman Problem Using MLP-Based Label Ranking.
ICONIP (3)
Jorge Y. Kanda, Carlos Soares, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho
2012 J jnl
A Survey of Evolutionary Algorithms for Decision-Tree Induction.
IEEE Trans. Syst. Man Cybern. Part C
Rodrigo Coelho Barros, Márcio Porto Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2012 Misc conf
A genetic algorithm for Hierarchical Multi-Label Classification.
SAC
Ricardo Cerri, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho
2012 A conf
A hybrid heuristic for the k-medoids clustering problem.
GECCO
Mariá Cristina Vasconcelos Nascimento, Franklina Maria Bragion Toledo, André Carlos Ponce de Leon Ferreira de Carvalho
2012 A conf
A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms.
GECCO
Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2012 — conf
An Experimental Study of the Combination of Meta-Learning with Particle Swarm Algorithms for SVM Parameter Selection.
ICCSA (3)
Péricles Barbosa C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
2012 J jnl
Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data.
BMC Bioinform.
Rodrigo C. Barros, Ana T. Winck, Karina S. Machado, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Duncan D. Ruiz, Osmar Norberto de Souza
2012 J jnl
Clus-DTI: improving decision-tree classification with a clustering-based decision-tree induction algorithm.
J. Braz. Comput. Soc.
Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Marcos G. Quiles
2012 B conf
Combining a multi-objective optimization approach with meta-learning for SVM parameter selection.
SMC
Péricles Barbosa C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
2012 B conf
Multi-objective optimization and Meta-learning for SVM parameter selection.
IJCNN
Péricles B. C. Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
2012 — conf
Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks.
HAIS (1)
Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho
2011 C conf
A bottom-up oblique decision tree induction algorithm.
ISDA
Rodrigo C. Barros, Ricardo Cerri, Pablo A. Jaskowiak, André Carlos Ponce de Leon Ferreira de Carvalho
2011 C conf
A clustering-based decision tree induction algorithm.
ISDA
Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Márcio P. Basgalupp, Marcos G. Quiles
2011 J jnl
Adapting non-hierarchical multilabel classification methods for hierarchical multilabel classification.
Intell. Data Anal.
Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2011 J jnl
Comparing machine learning classifiers in potential distribution modelling.
Expert Syst. Appl.
Ana Carolina Lorena, Luís F. O. Jacintho, Marinez Ferreira de Siqueira, Renato De Giovanni, Lúcia G. Lohmann, André Carlos Ponce de Leon Ferreira de Carvalho, Missae Yamamoto
2011 — conf
Hierarchical Multilabel Protein Function Prediction Using Local Neural Networks.
BSB
Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho
2011 C conf
Hierarchical multi-label classification for protein function prediction: A local approach based on neural networks.
ISDA
Ricardo Cerri, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho
2011 J jnl
Selection of algorithms to solve traveling salesman problems using meta-learning.
Int. J. Hybrid Intell. Syst.
Jorge Y. Kanda, André Carlos Ponce de Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares
2011 J jnl
Spectral methods for graph clustering - A survey.
Eur. J. Oper. Res.
Mariá Cristina Vasconcelos Nascimento, André Carlos Ponce de Leon Ferreira de Carvalho
2011 — conf
Towards the automatic design of decision tree induction algorithms.
GECCO (Companion)
Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2011 — conf
Using Meta-learning to Recommend Meta-heuristics for the Traveling Salesman Problem.
ICMLA (1)
Jorge Y. Kanda, André Carlos Ponce de Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares
2010 B conf
A comprehensive comparison of ML algorithms for gene expression data classification.
IJCNN
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
2010 J jnl
Building binary-tree-based multiclass classifiers using separability measures.
Neurocomputing
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2010 — conf
Combining Meta-learning and Search Techniques to SVM Parameter Selection.
SBRN
Taciana A. F. Gomes, Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho
2010 — conf
Data Stream Mining Algorithms for Building Decision Models in a Computer Role-Playing Game Simulation.
SBGames
Rosane Maria Maffei Vallim, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2010 Misc ed.
Distributed Computing and Artificial Intelligence - 7th International Symposium, DCAI 2010, 7-10 September 2010, Valencia, Spain
DCAI
André Carlos Ponce de Leon Ferreira de Carvalho, Sara Rodríguez-González, Juan F. De Paz Santana, Juan M. Corchado Rodríguez
2010 — conf
Empirical Evaluation of Ranking Prediction Methods for Gene Expression Data Classification.
IBERAMIA
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
2010 Misc conf
Evolutionary model tree induction.
SAC
Rodrigo C. Barros, Márcio P. Basgalupp, Duncan D. Ruiz, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2010 — conf
Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural Networks.
SBRN
Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho
2010 J jnl
Hybrid intelligent algorithms and applications.
Inf. Sci.
Emilio Corchado, Ajith Abraham, André Carlos Ponce de Leon Ferreira de Carvalho
2010 — conf
Improvements in the Partitions Selection Strategy for Set of Clustering Solutions.
SBRN
Tiemi C. Sakata, Katti Faceli, Marcílio Carlos Pereira de Souto, André Carlos Ponce de Leon Ferreira de Carvalho
2010 J jnl
Investigation of a new GRASP-based clustering algorithm applied to biological data.
Comput. Oper. Res.
Mariá Cristina Vasconcelos Nascimento, Franklina Maria Bragion Toledo, André Carlos Ponce de Leon Ferreira de Carvalho
2010 — ch.
Knowledge Discovery from Data Streams.
Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web
João Gama, Pedro Pereira Rodrigues, Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho
2010 B conf
New top-down methods using SVMs for Hierarchical Multilabel Classification problems.
IJCNN
Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho
2010 J jnl
Partitions selection strategy for set of clustering solutions.
Neurocomputing
Katti Faceli, Tiemi C. Sakata, Marcílio Carlos Pereira de Souto, André Carlos Ponce de Leon Ferreira de Carvalho
2010 J jnl
Special issue for the SBRN Guest Editorial.
Neurocomputing
Marley M. B. R. Vellasco, Marcílio Carlos Pereira de Souto, André Carlos Ponce de Leon Ferreira de Carvalho
2010 — conf
Using Meta-learning to Classify Traveling Salesman Problems.
SBRN
Jorge Y. Kanda, André Carlos Ponce de Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares
2009 J jnl
A Survey of Evolutionary Algorithms for Clustering.
IEEE Trans. Syst. Man Cybern. Part C
Eduardo R. Hruschka, Ricardo José Gabrielli Barreto Campello, Alex Alves Freitas, André Carlos Ponce de Leon Ferreira de Carvalho
2009 — ch.
A Tutorial on Multi-label Classification Techniques.
Foundations of Computational Intelligence (5)
André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
2009 — conf
Comparing Methods for Multilabel Classification of Proteins Using Machine Learning Techniques.
BSB
Ricardo Cerri, Renato R. O. da Silva, André Carlos Ponce de Leon Ferreira de Carvalho
2009 J jnl
Evaluation Functions for the Evolutionary Design of Multiclass Support Vector Machines.
Int. J. Comput. Intell. Appl.
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2009 — ch.
Evolutionary Fuzzy Clustering: An Overview and Efficiency Issues.
Foundations of Computational Intelligence (4)
Danilo Horta, Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho
2009 — book
Foundations of Computational Intelligence - Volume 4: Bio-Inspired Data Mining
Foundations of Computational Intelligence (4)
Ajith Abraham, Aboul Ella Hassanien, André Carlos Ponce de Leon Ferreira de Carvalho
2009 — book
Foundations of Computational Intelligence - Volume 6: Data Mining
Foundations of Computational Intelligence (6)
Ajith Abraham, Aboul Ella Hassanien, André Carlos Ponce de Leon Ferreira de Carvalho, Václav Snásel
2009 Misc conf
LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction.
SAC
Márcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas, Duncan D. Ruiz
2009 J jnl
Lexicographic multi-objective evolutionary induction of decision trees.
Int. J. Bio Inspired Comput.
Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Rodrigo C. Barros, Duncan D. Ruiz, Alex Alves Freitas
2009 J jnl
Multi-objective clustering ensemble for gene expression data analysis.
Neurocomputing
Katti Faceli, Marcílio Carlos Pereira de Souto, Daniel S. A. de Araujo, André Carlos Ponce de Leon Ferreira de Carvalho
2009 J jnl
Novelty detection with application to data streams.
Intell. Data Anal.
Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2009 J jnl
Pre-processing for noise detection in gene expression classification data.
J. Braz. Comput. Soc.
Giampaolo L. Libralon, André Carlos Ponce de Leon Ferreira de Carvalho, Ana Carolina Lorena
2009 J jnl
Quality indices for (practical) clustering evaluation.
Intell. Data Anal.
Margarida G. M. S. Cardoso, André Carlos Ponce de Leon Ferreira de Carvalho
2008 — conf
A Strategyfor the Selection of Solutions of the Pareto Front Approximation in Multi-objective Clustering Approaches.
SBRN
Katti Faceli, Marcílio Carlos Pereira de Souto, André Carlos Ponce de Leon Ferreira de Carvalho
2008 J jnl
A hybrid case adaptation approach for case-based reasoning.
Appl. Intell.
Cláudio Adriano Policastro, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre C. B. Delbem
2008 J jnl
A review on the combination of binary classifiers in multiclass problems.
Artif. Intell. Rev.
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2008 — conf
Bio-inspired Optimization Techniques for SVM Parameter Tuning.
SBRN
André L. D. Rossi, Luis Debiaso, André Carlos Ponce de Leon Ferreira de Carvalho
2008 J jnl
Brazilian Symposium on Neural Networks (SBRN2006).
Neurocomputing
André Carlos Ponce de Leon Ferreira de Carvalho, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
2008 Misc conf
Cluster-based novel concept detection in data streams applied to intrusion detection in computer networks.
SAC
Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2008 — ch.
Computational Intelligence Applied to the Automatic Monitoring of Dressing Operations in an Industrial CNC Machine.
Advances of Computational Intelligence in Industrial Systems
Arthur Plinio Souza de Braga, André Carlos Ponce de Leon Ferreira de Carvalho, João Fernando Gomes de Oliveira
2008 — conf
Consensus Clustering Using Spectral Theory.
ICONIP (1)
Mariá Cristina Vasconcelos Nascimento, Franklina Maria Bragion Toledo, André Carlos Ponce de Leon Ferreira de Carvalho
2008 B conf
Data clustering based on complex network community detection.
IEEE Congress on Evolutionary Computation
Tatyana B. S. de Oliveira, Liang Zhao, Katti Faceli, André Carlos Ponce de Leon Ferreira de Carvalho
2008 — conf
Ensembles of Pre-processing Techniques for Noise Detection in Gene Expression Data.
ICONIP (1)
Giampaolo L. Libralon, André Carlos Ponce de Leon Ferreira de Carvalho, Ana Carolina Lorena
2008 J jnl
Evolutionary tuning of SVM parameter values in multiclass problems.
Neurocomputing
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2008 — ch.
Genetic Clustering for Data Mining.
Soft Computing for Knowledge Discovery and Data Mining
Murilo Coelho Naldi, André Carlos Ponce de Leon Ferreira de Carvalho, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka
2008 J jnl
Hybrid classification algorithms based on boosting and support vector machines.
Kybernetes
Thiago Turchetti Maia, Antônio de Pádua Braga, André Carlos Ponce de Leon Ferreira de Carvalho
2008 — ch.
Investigation of Strategies for the Generation of Multiclass Support Vector Machines.
New Challenges in Applied Intelligence Technologies
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2008 C conf
Metalearning for Gene Expression Data Classification.
HIS
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
2008 C conf
Potential Distribution Modelling Using Machine Learning.
IEA/AIE
Ana Carolina Lorena, Marinez Ferreira de Siqueira, Renato De Giovanni, André Carlos Ponce de Leon Ferreira de Carvalho, Ronaldo C. Prati
2008 J jnl
Special Issue HIS 2007.
Int. J. Hybrid Intell. Syst.
Teresa Bernarda Ludermir, Andreas König, André Carlos Ponce de Leon Ferreira de Carvalho
2008 Misc conf
Special track on Data Streams: editorial message.
SAC
João Gama, André Carlos Ponce de Leon Ferreira de Carvalho, Jesús S. Aguilar-Ruiz
2008 J jnl
The Dimension of Ecocs for Multiclass Classification Problems.
Int. J. Artif. Intell. Tools
Edgar Pimenta, João Gama, André Carlos Ponce de Leon Ferreira de Carvalho
2008 — conf
Tree Decomposition of Multiclass Problems.
SBRN
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2008 — ch.
evolutionary Design of Code-matrices for Multiclass Problems.
Soft Computing for Knowledge Discovery and Data Mining
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2007 C conf
A Hybrid Case Based Reasoning Approach for Wine Classification.
ISDA
Cláudio Adriano Policastro, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre C. B. Delbem, L. H. C. Mattoso, E. Minatti, Ednaldo J. Ferreira, Carlos E. Borato, M. C. Zanus
2007 J jnl
Applying genetic algorithms and support vector machines to the gene selection problem.
J. Intell. Fuzzy Syst.
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Waldo Cancino Ticona
2007 B conf
Clustering using genetic algorithm combining validation criteria.
ESANN
Murilo Coelho Naldi, André Carlos Ponce de Leon Ferreira de Carvalho
2007 — conf
Comparing Several Approaches for Hierarchical Classification of Proteins with Decision Trees.
BSB
Eduardo P. Costa, Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas, Nicholas Holden
2007 C conf
Comparing Several Evaluation Functions in the Evolutionary Design of Multiclass Support Vector Machines.
HIS
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2007 J jnl
Development of a dressing monitoring system through artificial intelligence and acoustic maps for high performance grinding.
Int. J. Manuf. Technol. Manag.
J. F. G. Oliveira, Arthur P. S. Braga, André Carlos Ponce de Leon Ferreira de Carvalho
2007 — conf
Multi-Objective Clustering Ensemble with Prior Knowledge.
BSB
Katti Faceli, André Carlos Ponce de Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto
2007 J jnl
Multi-objective clustering ensemble.
Int. J. Hybrid Intell. Syst.
Katti Faceli, André Carlos Ponce de Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto
2007 Misc conf
OLINDDA: a cluster-based approach for detecting novelty and concept drift in data streams.
SAC
Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
2007 J jnl
Protein cellular localization prediction with Support Vector Machines and Decision Trees.
Comput. Biol. Medicine
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2007 Misc conf
Pursuing the Best ECOC Dimension for Multiclass Problems.
FLAIRS
Edgar Pimenta, João Gama, André Carlos Ponce de Leon Ferreira de Carvalho
2007 J jnl
Uma Introdução às Support Vector Machines.
RITA
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2006 J jnl
Automatic knowledge learning and case adaptation with a hybrid committee approach.
J. Appl. Log.
Cláudio Adriano Policastro, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre C. B. Delbem
2006 C conf
Multi-Objective Clustering Ensemble.
HIS
Katti Faceli, André Carlos Ponce de Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto
2006 — conf
Multiclass SVM Design and Parameter Selection with Genetic Algorithms.
SBRN
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2006 C conf
Multiclass SVM Model Selection Using Particle Swarm Optimization.
HIS
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Rodrigo Calvo, Renato Porfirio Ishii
2006 C conf
Process Scheduling Using Ant Colony Optimization Techniques.
ISPA
Bruno Rodrigues Nery, Rodrigo Fernandes de Mello, André Carlos Ponce de Leon Ferreira de Carvalho, Laurence Tianruo Yang
2006 J jnl
The Brazilian Symposium on Neural Networks (SBRN'04).
Neurocomputing
Aluízio F. R. Araújo, André Carlos Ponce de Leon Ferreira de Carvalho
2006 J jnl
Use of gene dependent mutation probability in evolutionary neural networks for non-stationary problems.
Neurocomputing
Renato Tinós, André Carlos Ponce de Leon Ferreira de Carvalho
2005 — conf
A Self-organized Network for Data Clustering.
ICNC (1)
Liang Zhao, Antonio P. G. Damiance, André Carlos Ponce de Leon Ferreira de Carvalho
2005 C conf
Classification of Ophthalmologic Images Using an Ensemble of Classifiers.
IEA/AIE
Giampaolo L. Libralao, Osvaldo C. P. Almeida, André Carlos Ponce de Leon Ferreira de Carvalho
2005 J jnl
Classifier Combination Applied for Understanding of Eyes Images.
Int. J. Comput. Intell. Appl.
Antonio Valério Netto, André Carlos Ponce de Leon Ferreira de Carvalho
2005 — conf
Combining One-Class Classifiers for Robust Novelty Detection in Gene Expression Data.
BSB
Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho
2005 — ch.
Credit Card Users' Data Mining.
Encyclopedia of Information Science and Technology (I)
André Carlos Ponce de Leon Ferreira de Carvalho, Antônio de Pádua Braga, Teresa Bernarda Ludermir
2005 — conf
Evaluation of the Contents of Partitions Obtained with Clustering Gene Expression Data.
BSB
Katti Faceli, André Carlos Ponce de Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto
2005 J jnl
Evolutionary Radial Basis Functions for Credit Assessment.
Appl. Intell.
Estefane G. M. de Lacerda, André Carlos Ponce de Leon Ferreira de Carvalho, Antônio de Pádua Braga, Teresa Bernarda Ludermir
2005 C conf
Minimum Spanning Trees in Hierarchical Multiclass Support Vector Machines Generation.
IEA/AIE
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2005 J jnl
Multi-agent Systems and Machine Learning Facilitating Genome Annotation.
RITA
Ana L. C. Bazzan, André Carlos Ponce de Leon Ferreira de Carvalho
2005 — conf
Protein Cellular Localization with Multiclass Support Vector Machines and Decision Trees.
BSB
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2005 C conf
Support Vector Machines Applied to White Blood Cell Recognition.
HIS
Daniela Mayumi Ushizima, Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2004 C conf
A Hybrid Case Based Reasoning Approach for Monitoring Water Quality.
IEA/AIE
Cláudio Adriano Policastro, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre C. B. Delbem
2004 J jnl
A dynamical model with adaptive pixel moving for microarray images segmentation.
Real Time Imaging
Antonio P. G. Damiance, Liang Zhao, André Carlos Ponce de Leon Ferreira de Carvalho
2004 B conf
A genetic algorithm with gene dependent mutation probability for non-stationary optimization problems.
IEEE Congress on Evolutionary Computation
Renato Tinós, André Carlos Ponce de Leon Ferreira de Carvalho
2004 — conf
An Hybrid GA/SVM Approach for Multiclass Classification with Directed Acyclic Graphs.
SBIA
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2004 — conf
Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural Networks.
MICAI
Claudia Regina Milaré, Gustavo E. A. P. A. Batista, André Carlos Ponce de Leon Ferreira de Carvalho, Maria Carolina Monard
2004 — conf
Automatic Case Adaptation with a Hybrid Committee Approach.
MICAI
Cláudio Adriano Policastro, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre C. B. Delbem
2004 J jnl
Combining Intelligent Techniques for Sensor Fusion.
Appl. Intell.
Katti Faceli, André Carlos Ponce de Leon Ferreira de Carvalho, Solange Oliveira Rezende
2004 — conf
Comparing Techniques for Multiclass Classification Using Binary SVM Predictors.
MICAI
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2004 — conf
Gene Clusters Analysis Using Text Mining.
WOB
Deborah J. Medeiros, André Carlos Ponce de Leon Ferreira de Carvalho
2004 — conf
Gene Selection Using Genetic Algorithms.
ISBMDA
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho
2004 — conf
Gene Selection based on Multi-class SVMs and Genetic Algorithms.
WOB
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho
2004 — conf
Node-Depth Encoding for Evolutionary Algorithms Applied to Network Design.
GECCO (1)
Alexandre C. B. Delbem, André Carlos Ponce de Leon Ferreira de Carvalho, Cláudio Adriano Policastro, Adriano K. O. Pinto, Karen Honda, Anderson C. Garcia
2004 — conf
Phylogenetic Reconstruction from Evolutionary Algorithm using Edge-Set Representation.
WOB
Karen Honda, Alexandre C. B. Delbem, André Carlos Ponce de Leon Ferreira de Carvalho
2004 J jnl
Pixel clustering by adaptive pixel moving and chaotic synchronization.
IEEE Trans. Neural Networks
Liang Zhao, André Carlos Ponce de Leon Ferreira de Carvalho, Zhaohui Li
2004 — conf
SVMs for novel class detection in Bioinformatics.
WOB
Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho
2003 A conf
A Forest Representation for Evolutionary Algorithms Applied to Network Design.
GECCO
Alexandre C. B. Delbem, André Carlos Ponce de Leon Ferreira de Carvalho
2003 J jnl
A Network of Coupled Chaotic Maps for Adaptive Multi-Scale Image Segmentation.
Int. J. Neural Syst.
Liang Zhao, Rogerio A. Furukawa, André Carlos Ponce de Leon Ferreira de Carvalho
2003 — conf
E. Coli Promoter Gene Sequence and Human Splice Site Identification with Explanation by Extracting Rules from Trained Artificial Neural Networks.
WOB
Rodrigo Bianchi, Claudia Regina Milaré, André Carlos Ponce de Leon Ferreira de Carvalho
2003 C conf
Human Splice Site Identification with Multiclass Support Vector Machines and Bagging.
ICANN
Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
2003 C conf
Hybrid Approach for Case Adaptation.
HIS
Cláudio Adriano Policastro, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre C. B. Delbem
2003 Misc conf
Hybrid Approaches for Case Retrieval and Adaptation.
KI
Cláudio Adriano Policastro, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre C. B. Delbem
2002 — conf
A Network of Globally Coupled Chaotic Maps for Adaptive Multi-Resolution Image Segmentation.
SBRN
Liang Zhao, Rogerio A. Furukawa, André Carlos Ponce de Leon Ferreira de Carvalho
2002 — conf
A New Technique Based on Genetic Algorithms for Tracking of Power System Harmonics.
SBRN
Renata A. Macêdo, Donato da Silva-Filho, Denis Vinicius Coury, André Carlos Ponce de Leon Ferreira de Carvalho
2002 — conf
A Study of Crossvalidation and Bootstrap as Objective Functions for Genetic Algorithms.
SBRN
Estefane G. M. de Lacerda, André Carlos Ponce de Leon Ferreira de Carvalho, Teresa Bernarda Ludermir
2002 J jnl
A genetic algorithm based approach to track voltage and current harmonics in electrical power systems.
J. Intell. Fuzzy Syst.
Renata A. Macêdo, Donato da Silva-Filho, Denis Vinicius Coury, Adriano A. F. M. Carneiro, André Carlos Ponce de Leon Ferreira de Carvalho
2002 J jnl
An Approach to Explain Neural Networks using Symbolic Algorithms.
Int. J. Comput. Intell. Appl.
Claudia Regina Milaré, André Carlos Ponce de Leon Ferreira de Carvalho, Maria Carolina Monard
2002 — conf
Aprendizado de Máquina Aplicado ao Estudo de Marcadores Moleculares para Produção de Carne Bovina.
WOB
Silvia H. M. G. da Silva, Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho, Danielle D. Tambasco, Luciana C. A. Regitano
2002 — conf
Artificial Neural Networks Designed as Components.
JIISIC
Humberto Costa de Sousa, Ernesto Cuadros-Vargas, André Carlos Ponce de Leon Ferreira de Carvalho
2002 — conf
Extracting Knowledge from Artificial Neural Networks: An Empirical Comparison of Trepan and Symbolic Learning Algorithms.
MICAI
Claudia Regina Milaré, André Carlos Ponce de Leon Ferreira de Carvalho, Maria Carolina Monard
2002 — conf
Genetic Operators Setting for the Operation Planning of Hydrothermal Systems.
SBRN
Patricia Texeira Leite, Alber de Franca Mendes Carneiro, André Carlos Ponce de Leon Ferreira de Carvalho
2002 J jnl
Model selection via Genetic Algorithms for RBF networks.
J. Intell. Fuzzy Syst.
Estefane G. M. de Lacerda, André Carlos Ponce de Leon Ferreira de Carvalho, Teresa Bernarda Ludermir
2002 — ed.
Proceedings of 2nd Ibero-American Symposium on Software Engineering and Knowledge Engineering (JIISIC'02), Salvador, Brasil, October 2002
JIISIC
André Carlos Ponce de Leon Ferreira de Carvalho, José Carlos Maldonado, Juan Carlos Augusto, Manoel Gomes de Mendonça Neto, Silvia Teresita Acuña
2002 — conf
Splice Junction Recognition using Machine Learning Techniques.
WOB
Ana Carolina Lorena, Gustavo E. A. P. A. Batista, André Carlos Ponce de Leon Ferreira de Carvalho, Maria Carolina Monard
2002 — conf
The Influence of Noisy Patterns in the Performance of Learning Methods in the Splice Junction Recognition Problem.
SBRN
Ana Carolina Lorena, Gustavo E. A. P. A. Batista, André Carlos Ponce de Leon Ferreira de Carvalho, Maria Carolina Monard
2002 J jnl
Um Tutorial sobre Algoritmos Genéticos.
RITA
Estefane G. M. de Lacerda, André Carlos Ponce de Leon Ferreira de Carvalho, Teresa Bernarda Ludermir
2001 J jnl
Combining RBF Networks Trained by Different Clustering Techniques.
Neural Process. Lett.
André Carlos Ponce de Leon Ferreira de Carvalho, M. M. Brizzotti
2001 J jnl
Evolutionary Optimization of RBF Networks.
Int. J. Neural Syst.
Estefane G. M. de Lacerda, André Carlos Ponce de Leon Ferreira de Carvalho, Teresa Bernarda Ludermir
2001 J jnl
Introduction By Guest Editors: Non-Gradient Learning Techniques.
Int. J. Neural Syst.
André Carlos Ponce de Leon Ferreira de Carvalho, Stefan C. Kremer
2001 B conf
RaBeCa: A Hybrid Case-Based Reasoning Development Environment.
ICTAI
Ricardo Barz Sovat, Sandra M. Aluísio, André Carlos Ponce de Leon Ferreira de Carvalho
2000 — conf
Applying One-Sided Selection to Unbalanced Datasets.
MICAI
Gustavo E. A. P. A. Batista, André Carlos Ponce de Leon Ferreira de Carvalho, Maria Carolina Monard
2000 — conf
Comparing Different Clustering Techniques RBF Networks Training.
SBRN
M. M. Brizzotti, André Carlos Ponce de Leon Ferreira de Carvalho
2000 — conf
Evolutionary Optimization of RBF Networks.
SBRN
Estefane G. M. de Lacerda, Teresa Bernarda Ludermir, André Carlos Ponce de Leon Ferreira de Carvalho
1999 J jnl
Knowledge Extraction: A Comparison between Symbolic and Connectionist Methods.
Int. J. Neural Syst.
Cristiane Nobre, E. Martineli, Antônio de Pádua Braga, André Carlos Ponce de Leon Ferreira de Carvalho, S. Rezende, José L. Braga, Teresa Bernarda Ludermir
1998 — conf
A Genetic Algorithm Approach to Optimize the Operation Planning of Hydrothermal System Scheduling.
SBRN
Adriano A. F. M. Carneiro, Patricia Texeira Leite, André Carlos Ponce de Leon Ferreira de Carvalho
1998 J jnl
Applying Adaptive Logic Networks to character recognition.
Pattern Recognit. Lett.
André Carlos Ponce de Leon Ferreira de Carvalho, Michael C. Fairhurst
1998 — conf
Artificial Neural Network Applied to Power System Protection.
SBRN
Mário Oleskovicz, Denis Vinicius Coury, André Carlos Ponce de Leon Ferreira de Carvalho
1998 — conf
Automatic Target Recognition using a Constructive Approach.
SBRN
Ernesto Cuadros-Vargas, Humberto Costa de Sousa, André Carlos Ponce de Leon Ferreira de Carvalho
1998 — conf
Evaluation of Neural Classifiers using Statistic Methods for Identification of Laryngeal Pathologies.
SBRN
Marcelo de Oliveira Rosa, Jose Carlos Pereira, André Carlos Ponce de Leon Ferreira de Carvalho
1998 — conf
Target Recognition using Evolutionary Neural Networks.
SBRN
Elson Felix Mendes Filho, André Carlos Ponce de Leon Ferreira de Carvalho
1997 J jnl
Combining Boolean Neural Architectures for Image Recognition.
Connect. Sci.
André Carlos Ponce de Leon Ferreira de Carvalho, Michael C. Fairhurst, David L. Bisset
1997 — conf
Evolutionary Design of MLP Neural Network Architectures.
SBRN
Elson Felix Mendes Filho, André Carlos Ponce de Leon Ferreira de Carvalho
1994 J jnl
An integrated Boolean neural network for pattern classification.
Pattern Recognit. Lett.
André Carlos Ponce de Leon Ferreira de Carvalho, Michael C. Fairhurst, David L. Bisset