André Carlos Ponce de Leon Ferreira de Carvalho

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 52

Top Venues

CoRR

BRACIS

Neurocomputing

Data Min. Knowl. Discov.

Publications

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
Natural Language Processing Application in Legislative Activity: a Case Study of Similar Amendments in the Brazilian Senate. PROPOR (2024)
Fernanda Tostes Marana, Renato da Silva Fernandes, Jorge Luis Bazán Guzmán, André Carlos Ponce de Leon Ferreira de Carvalho, Mariana Curi
What rating they will probably give: A cognitive diagnosis approach for recommending items based on polytomous responses and latent attributes. Expert Syst. Appl. 245 (2024)
Saulo Martiello Mastelini, Bruno Veloso, Max Halford, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
SWINN: Efficient nearest neighbor search in sliding windows using graphs. Inf. Fusion 101 (2024)
Saulo Martiello Mastelini, Felipe Kenji Nakano, Celine Vens, André Carlos Ponce de Leon Ferreira de Carvalho
Online Extra Trees Regressor. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Luiz Fernando Silva Eugênio dos Santos, Claus Aranha, André Carlos Ponce de Leon Ferreira de Carvalho
An agent-based approach to procedural city generation incorporating Land Use and Transport Interaction models. CoRR (2022)
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
Lawsuits Document Images Processing Classification. EPIA (2022)
Douglas Vitório, Ellen Souza, Lucas Martins, Nádia Félix F. da Silva, André Carlos Ponce de Leon Ferreira de Carvalho, Adriano L. I. Oliveira
Ulysses-RFSQ: A Novel Method to Improve Legal Information Retrieval Based on Relevance Feedback. BRACIS (1) (2022)
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
No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling. CoRR (2022)
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
Content-Based Lawsuits Document Image Retrieval. EPIA (2022)
Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho
Using dynamical quantization to perform split attempts in online tree regressors. Pattern Recognit. Lett. 145 (2021)
João Pedro Uchôa Cavalcante, Anderson Cardoso Gonçalves, Robson Parmezan Bonidia, Danilo Sipoli Sanches, André Carlos Ponce de Leon Ferreira de Carvalho
MathPIP: Classification of Proinflammatory Peptides Using Mathematical Descriptors. BSB (2021)
Michel C. Meneses, Leonardo Nogueira Matos, Bruno O. Prado, André Carlos Ponce de Leon Ferreira de Carvalho, Hendrik Teixeira Macedo
SmartSORT: an MLP-based method for tracking multiple objects in real-time. J. Real Time Image Process. 18 (3) (2021)
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
Feature Importance Analysis of Non-coding DNA/RNA Sequences Based on Machine Learning Approaches. BSB (2021)
André Carlos Ponce de Leon Ferreira de Carvalho, Anne Magály de Paula Canuto, Graçaliz Pereira Dimuro
Preface. Nat. Comput. 20 (4) (2021)
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
HumanMetagenomeDB: a public repository of curated and standardized metadata for human metagenomes. Nucleic Acids Res. 49 (Database-Issue) (2021)
Geand Trindade Pereira, Moisés Rocha dos Santos, André Carlos Ponce de Leon Ferreira de Carvalho
Evaluating Meta-Feature Selection for the Algorithm Recommendation Problem. CoRR (2021)
André Luis Debiaso Rossi, Carlos Soares, Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho
Micro-MetaStream: Algorithm selection for time-changing data. Inf. Sci. 565 (2021)
Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça, Jadson Castro Gertrudes, Sylvio Barbon Junior, André Carlos Ponce de Leon Ferreira de Carvalho
Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters. CoRR (2020)
Michel C. Meneses, Leonardo Nogueira Matos, Bruno O. Prado, André Carlos Ponce de Leon Ferreira de Carvalho, Hendrik T. Macedo
Learning to associate detections for real-time multiple object tracking. CoRR (2020)
Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho
Using dynamical quantization to perform split attempts in online tree regressors. CoRR (2020)
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
Characterizing the Impact of Social Inequality on COVID-19 Propagation in Developing Countries. IEEE Access 8 (2020)
Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho
2CS: Correlation-Guided Split Candidate Selection in Hoeffding Tree Regressors. BRACIS (2) (2020)
Victor Alexandre Padilha, André Carlos Ponce de Leon Ferreira de Carvalho
Experimental correlation analysis of bicluster coherence measures and gene ontology information. Appl. Soft Comput. 85 (2019)
Thiago Alves de Queiroz, Leandro Resende Mundim, André Carlos Ponce de Leon Ferreira de Carvalho
Multi-objective Basic Variable Neighborhood Search for Portfolio Selection. ICVNS (2019)
Marios M. Polycarpou, André Carlos Ponce de Leon Ferreira de Carvalho, Jeng-Shyang Pan, Michal Wozniak, Héctor Quintián, Emilio Corchado
Special issue HAIS 2014: Recent advancements in hybrid artificial intelligence systems and its application to real-world problems. Neurocomputing (2019)
Saulo Martiello Mastelini, Sylvio Barbon Jr., André Carlos Ponce de Leon Ferreira de Carvalho
Online Multi-target regression trees with stacked leaf models. CoRR (2019)
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
Improving the AHT in Telecommunication Companies by Automatic Modeling of Call Center Service. EPIA (2) (2019)
Davi Pereira dos Santos, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce de Leon Ferreira de Carvalho
Empirical investigation of active learning strategies. Neurocomputing (2019)
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
Adaptive Biometric Systems: Review and Perspectives. ACM Comput. Surv. 52 (5) (2019)
Rafael Gomes Mantovani, André Luis Debiaso Rossi, Edesio Alcobaça, Joaquin Vanschoren, André Carlos Ponce de Leon Ferreira de Carvalho
A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers. CoRR (2019)
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
Explainable Machine Learning for Breast Cancer Diagnosis. BRACIS (2019)
Victor G. Turrisi da Costa, Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon Jr.
Online Local Boosting: improving performance in online decision trees. CoRR (2019)
Robson Parmezan Bonidia, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre Rossi Paschoal, Danilo Sipoli Sanches
Selecting the Most Relevant Features for the Identification of Long Non-Coding RNAs in Plants. BRACIS (2019)
Kleber Padovani de Souza, João Carlos Setubal, André Carlos Ponce de Leon Ferreira de Carvalho, Guilherme Oliveira, Annie Chateau, Ronnie Alves
Machine learning meets genome assembly. Briefings Bioinform. 20 (6) (2019)
Victor Guilherme Turrisi da Costa, Saulo Martiello Mastelini, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon
Online Local Boosting: Improving Performance in Online Decision Trees. BRACIS (2019)
Victor Guilherme Turrisi da Costa, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon Junior
Strict Very Fast Decision Tree: A memory conservative algorithm for data stream mining. Pattern Recognit. Lett. 116 (2018)
Victor Alexandre Padilha, André Carlos Ponce de Leon Ferreira de Carvalho
A Study of Biclustering Coherence Measures for Gene Expression Data. BRACIS (2018)
Victor Guilherme Turrisi da Costa, André Carlos Ponce de Leon Ferreira de Carvalho, Sylvio Barbon Junior
Strict Very Fast Decision Tree: a memory conservative algorithm for data stream mining. CoRR (2018)
Rafael Gomes Mantovani, Tomás Horváth, Ricardo Cerri, Sylvio Barbon Junior, Joaquin Vanschoren, André Carlos Ponce de Leon Ferreira de Carvalho
An empirical study on hyperparameter tuning of decision trees. CoRR (2018)
Luiz Henrique Nogueira Lorena, Marcos Gonçalves Quiles, André Carlos Ponce de Leon Ferreira de Carvalho, Luiz Antonio Nogueira Lorena
Preprocessing Technique for Cluster Editing via Integer Linear Programming. ICIC (1) (2018)
Carlos Affonso, André Luis Debiaso Rossi, Fábio Henrique Antunes Vieira, André Carlos Ponce de Leon Ferreira de Carvalho
Deep learning for biological image classification. Expert Syst. Appl. 85 (2017)
Tomás Horváth, André Carlos Ponce de Leon Ferreira de Carvalho
Evolutionary computing in recommender systems: a review of recent research. Nat. Comput. 16 (3) (2017)
André Luis Debiaso Rossi, Bruno Feres de Souza, Carlos Soares, André Carlos Ponce de Leon Ferreira de Carvalho
A guidance of data stream characterization for meta-learning. Intell. Data Anal. 21 (4) (2017)
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
A Machine Learning-Based Approach for Prediction of Plant Protection Product Deposition. BRACIS (2017)
Giovana Jaskulski Gelatti, André Carlos Ponce de Leon Ferreira de Carvalho, Pedro Pereira Rodrigues
Anomaly Detection Through Temporal Abstractions on Intensive Care Data: Position Paper. CBMS (2017)
Victor Alexandre Padilha, André Carlos Ponce de Leon Ferreira de Carvalho
A Comparison of Hierarchical Biclustering Ensemble Methods. BRACIS (2017)
Ivani de Oliveira Negrão Lopes, Alexander Schliep, André Carlos Ponce de Leon Ferreira de Carvalho
Automatic learning of pre-miRNAs from different species. BMC Bioinform. 17 (2016)
Bruno S. Faiçal, Gustavo Pessin, Geraldo P. R. Filho, André Carlos Ponce de Leon Ferreira de Carvalho, Pedro Henrique Gomes, Jó Ueyama
Fine-Tuning of UAV Control Rules for Spraying Pesticides on Crop Fields: An Approach for Dynamic Environments. Int. J. Artif. Intell. Tools 25 (1) (2016)
Álvaro Herrero, Bruno Baruque, Ajith Abraham, André Carlos Ponce de Leon Ferreira de Carvalho, Pablo García Bringas, Héctor Quintián, Emilio Corchado
Editorial: Special Issue CISIS13-IGPL. Log. J. IGPL 24 (1) (2016)
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.
Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy. J. Digit. Imaging 29 (1) (2016)
Elaine Ribeiro de Faria, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
MINAS: multiclass learning algorithm for novelty detection in data streams. Data Min. Knowl. Discov. 30 (3) (2016)
Luís Paulo F. Garcia, Ana Carolina Lorena, Stan Matwin, André Carlos Ponce de Leon Ferreira de Carvalho
Ensembles of label noise filters: a ranking approach. Data Min. Knowl. Discov. 30 (5) (2016)
Héctor Quintián, Emilio Corchado, André Carlos Ponce de Leon Ferreira de Carvalho, Ajith Abraham, Michal Wozniak, Manuel Graña, Sung-Bae Cho
Editorial: Special issue HAIS12-IGPL. Log. J. IGPL 23 (3) (2015)
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
A Multi-objective Optimization Approach Associated to Climate Change Analysis to Improve Systematic Conservation Planning. EMO (2) (2015)
Ricardo Cerri, Gisele L. Pappa, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
An Extensive Evaluation of Decision Tree-Based Hierarchical Multilabel Classification Methods and Performance Measures. Comput. Intell. 31 (1) (2015)
Paulo Henrique Pisani, Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
Adaptive Positive Selection for Keystroke Dynamics. J. Intell. Robotic Syst. 80 (Supplement-1) (2015)
Luiz Henrique Nogueira Lorena, André Carlos Ponce de Leon Ferreira de Carvalho, Ana Carolina Lorena
Filter Feature Selection for One-Class Classification. J. Intell. Robotic Syst. 80 (Supplement-1) (2015)
Elaine Ribeiro de Faria, Isabel Ribeiro Gonçalves, João Gama, André Carlos Ponce de Leon Ferreira de Carvalho
Evaluation of Multiclass Novelty Detection Algorithms for Data Streams. IEEE Trans. Knowl. Data Eng. 27 (11) (2015)
Emilio Corchado, Michal Wozniak, Ajith Abraham, André Carlos Ponce de Leon Ferreira de Carvalho, Václav Snásel
Recent trends in intelligent data analysis. Neurocomputing 126 (2014)
Márcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
Evolving decision trees with beam search-based initialization and lexicographic multi-objective evaluation. Inf. Sci. 258 (2014)
Luiz Henrique Nogueira Lorena, Ana Carolina Lorena, Luiz Antonio Nogueira Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
Clustering Search Applied to Rank Aggregation. BRACIS (2014)
Davi Pereira dos Santos, André Carlos Ponce de Leon Ferreira de Carvalho
Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search. HAIS (2014)
Roberto Alves Gueleri, Thiago Henrique Cupertino, André Carlos Ponce de Leon Ferreira de Carvalho, Liang Zhao
A flocking-like technique to perform semi-supervised learning. IJCNN (2014)
Rosane Maria Maffei Vallim, Jose Augusto Andrade Filho, Rodrigo Fernandes de Mello, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
Unsupervised density-based behavior change detection in data streams. Intell. Data Anal. 18 (2) (2014)
Ricardo Cerri, Rodrigo C. Barros, Alex Alves Freitas, André Carlos Ponce de Leon Ferreira de Carvalho
Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions. GECCO (Companion) (2014)
Ivani de Oliveira Negrão Lopes, Alexander Schliep, André Carlos Ponce de Leon Ferreira de Carvalho
The discriminant power of RNA features for pre-miRNA recognition. BMC Bioinform. 15 (2014)
Rodrigo C. Barros, Márcio P. Basgalupp, Alex Alves Freitas, André Carlos Ponce de Leon Ferreira de Carvalho
Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets. IEEE Trans. Evol. Comput. 18 (6) (2014)
André Luis Debiaso Rossi, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares, Bruno Feres de Souza
MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data. Neurocomputing 127 (2014)
Ricardo Cerri, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho
Hierarchical multi-label classification using local neural networks. J. Comput. Syst. Sci. 80 (1) (2014)
Rodrigo C. Barros, Pablo A. Jaskowiak, Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho
A framework for bottom-up induction of oblique decision trees. Neurocomputing 135 (2014)
Katti Faceli, Tiemi C. Sakata, André Carlos Ponce de Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto
PVis - Partitions' visualizer: Extracting knowledge by visualizing a collection of partitions. IJCNN (2014)
Paulo Henrique Pisani, Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho
Adaptive Algorithms in Accelerometer Biometrics. BRACIS (2014)
Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
Automatic Design of Decision-Tree Algorithms with Evolutionary Algorithms. Evol. Comput. 21 (4) (2013)
Rodrigo C. Barros, Ricardo Cerri, Alex Alves Freitas, André Carlos Ponce de Leon Ferreira de Carvalho
Probabilistic Clustering for Hierarchical Multi-Label Classification of Protein Functions. ECML/PKDD (2) (2013)
Ricardo Cerri, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
A grammatical evolution algorithm for generation of Hierarchical Multi-Label Classification rules. IEEE Congress on Evolutionary Computation (2013)
Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho
Predicting execution time of machine learning tasks for scheduling. Int. J. Hybrid Intell. Syst. 10 (1) (2013)
Rosane Maria Maffei Vallim, Jose Augusto Andrade Filho, Rodrigo Fernandes de Mello, André Carlos Ponce de Leon Ferreira de Carvalho
Online behavior change detection in computer games. Expert Syst. Appl. 40 (16) (2013)
Thiago F. Covoes, Rodrigo C. Barros, Tiago Silva da Silva, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho
Hierarchical Bottom-Up Safe Semi-Supervised Support Vector Machines for Multi-Class Transductive Learning. J. Inf. Data Manag. 4 (3) (2013)
Jonathan de Andrade Silva, Elaine R. Faria, Rodrigo C. Barros, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama
Data stream clustering: A survey. ACM Comput. Surv. 46 (1) (2013)
Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho
Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks. HAIS (1) (2012)
Ricardo Cerri, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho
A genetic algorithm for Hierarchical Multi-Label Classification. SAC (2012)
Jorge Y. Kanda, Carlos Soares, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho
A Meta-Learning Approach to Select Meta-Heuristics for the Traveling Salesman Problem Using MLP-Based Label Ranking. ICONIP (3) (2012)
Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms. GECCO (2012)
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
Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data. BMC Bioinform. 13 (2012)
Péricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
An Experimental Study of the Combination of Meta-Learning with Particle Swarm Algorithms for SVM Parameter Selection. ICCSA (3) (2012)
Mariá Cristina Vasconcelos Nascimento, Franklina Maria Bragion Toledo, André Carlos Ponce de Leon Ferreira de Carvalho
A hybrid heuristic for the k-medoids clustering problem. GECCO (2012)
Péricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
Multi-objective optimization and Meta-learning for SVM parameter selection. IJCNN (2012)
Péricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
Combining a multi-objective optimization approach with meta-learning for SVM parameter selection. SMC (2012)
Rodrigo Coelho Barros, Márcio Porto Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
A Survey of Evolutionary Algorithms for Decision-Tree Induction. IEEE Trans. Syst. Man Cybern. Part C 42 (3) (2012)
Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Marcos G. Quiles
Clus-DTI: improving decision-tree classification with a clustering-based decision-tree induction algorithm. J. Braz. Comput. Soc. 18 (4) (2012)
Mariá Cristina Vasconcelos Nascimento, André Carlos Ponce de Leon Ferreira de Carvalho
Spectral methods for graph clustering - A survey. Eur. J. Oper. Res. 211 (2) (2011)
Jorge Y. Kanda, André Carlos Ponce de Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares
Using Meta-learning to Recommend Meta-heuristics for the Traveling Salesman Problem. ICMLA (1) (2011)
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
Comparing machine learning classifiers in potential distribution modelling. Expert Syst. Appl. 38 (5) (2011)
Rodrigo C. Barros, Ricardo Cerri, Pablo A. Jaskowiak, André Carlos Ponce de Leon Ferreira de Carvalho
A bottom-up oblique decision tree induction algorithm. ISDA (2011)
Ricardo Cerri, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho
Hierarchical multi-label classification for protein function prediction: A local approach based on neural networks. ISDA (2011)
Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
Adapting non-hierarchical multilabel classification methods for hierarchical multilabel classification. Intell. Data Anal. 15 (6) (2011)
Jorge Y. Kanda, André Carlos Ponce de Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares
Selection of algorithms to solve traveling salesman problems using meta-learning. Int. J. Hybrid Intell. Syst. 8 (3) (2011)
Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho
Hierarchical Multilabel Protein Function Prediction Using Local Neural Networks. BSB (2011)
Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas
Towards the automatic design of decision tree induction algorithms. GECCO (Companion) (2011)
Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Márcio P. Basgalupp, Marcos G. Quiles
A clustering-based decision tree induction algorithm. ISDA (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

André Carlos Ponce de Leon Ferreira de Carvalho