Péricles B. C. de Miranda

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 47

Top Topics

Global Optimization

Imbalanced Data

Particle Swarm Optimization

Top Venues

Expert Syst. Appl.

Publications

Péricles B. C. de Miranda, Jesús Giráldez-Cru, Moésio W. Silva-Filho, Carmen Zarco, Oscar Cordón
Learning Agents' Behavioral Patterns in Agent-Based Modeling by Means of Evolutionary Algorithms. CEC (2024)
Tiago Barbosa de Lima, Vitor Rolim, André C. A. Nascimento, Péricles B. C. de Miranda, Valmir Macario, Luiz A. L. Rodrigues, Elyda L. S. X. Freitas, Dragan Gasevic, Rafael Ferreira Mello
Towards explainable automatic punctuation restoration for Portuguese using transformers. Expert Syst. Appl. 257 (2024)
Ruan Carvalho, Lucas Fernandes Lins, Luiz Rodrigues, Péricles B. C. de Miranda, Hilário Oliveira, Thiago Damasceno Cordeiro, Ig Ibert Bittencourt, Seiji Isotani, Rafael Ferreira Mello
Exploring NLP and Embedding for Automatic Essay Scoring in the Portuguese. AIED Companion (1) (2024)
Lucas Galhardi, Maria Fernanda Herculano, Luiz Rodrigues, Péricles B. C. de Miranda, Hilário Oliveira, Thiago Damasceno Cordeiro, Ig Ibert Bittencourt, Seiji Isotani, Rafael Ferreira Mello
Contextual Features for Automatic Essay Scoring in Portuguese. AIED Companion (1) (2024)
Camila Ascendina, Paulo Salgado Gomes de Mattos Neto, João Fausto Lorenzato de Oliveira, Péricles B. C. de Miranda
An Evolutionary Approach to Forecasting Models Hybridization. ICMLC (2024)
Tapas Si, Péricles B. C. de Miranda, Utpal Nandi, Nanda Dulal Jana, Saurav Mallik, Ujjwal Maulik, Hong Qin
Opposition-Based Chaotic Tunicate Swarm Algorithms for Global Optimization. IEEE Access 12 (2024)
Márcio P. Basgalupp, Rodrigo C. Barros, Tiago Silva da Silva, Fábio F. Silveira, Péricles B. C. de Miranda, Ferrante Neri
An Experimental Analysis on Automated Machine Learning for Software Defect Prediction. CEC (2024)
Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. de Miranda, Tapas Si, Ricardo Cerri, Márcio P. Basgalupp
Automated CNN optimization using multi-objective grammatical evolution. Appl. Soft Comput. 151 (2024)
Victor E. De S. Silva, Tiago Lacerda, Péricles B. C. de Miranda, André Câmara, Amerson Riley Cabral Chagas, Ana Paula C. Furtado
Federated Learning and Mel-Spectrograms for Physical Violence Detection in Audio. BRACIS (3) (2023)
Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. de Miranda, Filipe R. Cordeiro, Tapas Si, André C. A. Nascimento, Rafael Ferreira Leite de Mello, Paulo S. G. de Mattos Neto
A novel multi-objective grammar-based framework for the generation of Convolutional Neural Networks. Expert Syst. Appl. 212 (2023)
Alexandre Alves, Péricles B. C. de Miranda, Rafael Mello, André Nascimento
Automatic Simplification of Legal Texts in Portuguese Using Machine Learning. JURIX (2023)
Jorge Candeias, Danilo R. B. Araujo, Péricles B. C. de Miranda, Carmelo J. A. Bastos Filho
Memetic evolutionary algorithms to design optical networks with a local search that improves diversity. Expert Syst. Appl. 232 (2023)
Tapas Si, Debolina Bhattacharya, Somen Nayak, Péricles B. C. de Miranda, Utpal Nandi, Saurav Mallik, Ujjwal Maulik, Hong Qin
PCOBL: A Novel Opposition-Based Learning Strategy to Improve Metaheuristics Exploration and Exploitation for Solving Global Optimization Problems. IEEE Access 11 (2023)
Hilário Oliveira, Rafael Ferreira Mello, Bruno Alexandre Barreiros Rosa, Mladen Rakovic, Péricles B. C. de Miranda, Thiago Damasceno Cordeiro, Seiji Isotani, Ig Ibert Bittencourt, Dragan Gasevic
Towards explainable prediction of essay cohesion in Portuguese and English. LAK (2023)
Rafael Ferreira Mello, Giuseppe Fiorentino, Hilário Oliveira, Péricles B. C. de Miranda, Mladen Rakovic, Dragan Gasevic
Towards automated content analysis of rhetorical structure of written essays using sequential content-independent features in Portuguese. LAK (2022)
Tapas Si, Péricles B. C. de Miranda, Debolina Bhattacharya
Novel enhanced Salp Swarm Algorithms using opposition-based learning schemes for global optimization problems. Expert Syst. Appl. 207 (2022)
Péricles B. C. de Miranda, Vitor Casadei, Emely Pujólli da Silva, Jayne Silva, Manoel Alves, Marianna Severo, João Paulo Freitas
TSPNet-HF: A Hand/Face TSPNet Method for Sign Language Translation. IBERAMIA (2022)
Péricles B. C. de Miranda, Rafael Ferreira Mello, André C. A. Nascimento, Tapas Si
Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems. CEC (2022)
Moésio Wenceslau da Silva Filho, Gabriel A. Barbosa, Péricles B. C. de Miranda
Learning Global Optimization by Deep Reinforcement Learning. BRACIS (2) (2022)
Tapas Si, Jayri Bagchi, Péricles B. C. de Miranda
Artificial Neural Network training using metaheuristics for medical data classification: An experimental study. Expert Syst. Appl. 193 (2022)
Steffano Pereira, Péricles B. C. de Miranda, Thiago França, Carmelo J. A. Bastos Filho, Tapas Si
A Many-Objective Optimization Approach to Generate Synthetic Datasets based on Real-World Classification Problems. LA-CCI (2022)
Tiago B. de Lima, Péricles B. C. de Miranda, Rafael Ferreira Mello, Moesio Wenceslau, Ig Ibert Bittencourt, Thiago Damasceno Cordeiro, Jário José
Sequence Labeling Algorithms for Punctuation Restoration in Brazilian Portuguese Texts. BRACIS (2) (2022)
Victor E. De S. Silva, Tiago Lacerda, Péricles B. C. de Miranda, André C. A. Nascimento, Ana Paula Furtado
Federated Learning for Physical Violence Detection in Videos. IJCNN (2022)
Rafael Ferreira Mello, Giuseppe Fiorentino, Péricles B. C. de Miranda, Hilário Oliveira, Mladen Rakovic, Dragan Gasevic
Towards Automatic Content Analysis of Rhetorical Structure in Brazilian College Entrance Essays. AIED (2) (2021)
Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. de Miranda, Filipe R. Cordeiro, Tapas Si, André C. A. Nascimento, Rafael Ferreira Leite de Mello, Paulo S. G. de Mattos Neto
A Multi-Objective Grammatical Evolution Framework to Generate Convolutional Neural Network Architectures. CEC (2021)
Cleber A. C. F. da Silva, Péricles B. C. de Miranda, Filipe R. Cordeiro
A New Grammar for Creating Convolutional Neural Networks Applied to Medical Image Classification. SIBGRAPI (2021)
Rafael Santana, Saulo Ferreira, Vitor Rolim, Péricles B. C. de Miranda, André C. A. Nascimento, Rafael Ferreira Mello
A Chatbot to Support Basic Students Questions. LALA (2021)
Giuseppe Fiorentino, Péricles B. C. de Miranda, André C. A. Nascimento, Ana Paula Cavalcanti Cavalcanti Furtado, Rafael Ferreira Mello
Applying Group Formation in Practice on a Brazilian Postgraduate Course. LALA (2021)
Tiago B. de Lima, André C. A. Nascimento, George Valença, Péricles B. C. de Miranda, Rafael Ferreira Mello, Tapas Si
Portuguese Neural Text Simplification Using Machine Translation. BRACIS (2) (2021)
Tapas Si, Péricles B. C. de Miranda, João Victor Galdino, André C. A. Nascimento
Grammar-based automatic programming for medical data classification: an experimental study. Artif. Intell. Rev. 54 (6) (2021)
Giuseppe Fiorentino, Péricles B. C. de Miranda, André C. A. Nascimento, Ana Paula Furtado, Henrik Bellhäuser, Dragan Gasevic, Rafael Ferreira Mello
Contrasting Automatic and Manual Group Formation: A Case Study in a Software Engineering Postgraduate Course. AIED (2) (2021)
Lucas V. Dias, Péricles B. C. de Miranda, André C. A. Nascimento, Filipe R. Cordeiro, Rafael Ferreira Mello, Ricardo B. C. Prudêncio
ImageDataset2Vec: An image dataset embedding for algorithm selection. Expert Syst. Appl. 180 (2021)
João P. C. Uchoa, Taciana Pontual Falcão, André C. A. Nascimento, Péricles B. C. de Miranda, Rafael Ferreira Mello
Fostering Autonomy through Augmentative and Alternative Communication. ICALT (2021)
Péricles B. C. de Miranda, Rafael Ferreira Mello, André C. A. Nascimento
A multi-objective optimization approach for the group formation problem. Expert Syst. Appl. 162 (2020)
Péricles B. C. de Miranda, Ricardo B. C. Prudêncio
A novel context-free grammar for the generation of PSO algorithms. Nat. Comput. 19 (3) (2020)
Gian Barbosa, Raissa Camelo, Anderson Pinheiro Cavalcanti, Péricles B. C. de Miranda, Rafael Ferreira Mello, Vitomir Kovanovic, Dragan Gasevic
Towards automatic cross-language classification of cognitive presence in online discussions. LAK (2020)
Thiago R. Fraça, Péricles B. C. de Miranda, Ricardo B. C. Prudêncio, Ana C. Lorenaz, André C. A. Nascimento
A Many-Objective optimization Approach for Complexity-based Data set Generation. CEC (2020)
Paulo S. G. de Mattos Neto, Péricles B. C. de Miranda, George D. C. Cavalcanti, Tapas Si, Filipe R. Cordeiro, Mayara Castro
Layers Sequence Optimizing for Deep Neural Networks using Multiples Objectives. CEC (2020)
Ana Carolina Lorena, Aron I. Maciel, Péricles B. C. de Miranda, Ivan G. Costa, Ricardo B. C. Prudêncio
Data complexity meta-features for regression problems. Mach. Learn. 107 (1) (2018)
Péricles B. C. de Miranda, Romero F. A. B. de Morais, Ricardo M. A. Silva
Using a Many-Objective Optimization Algorithm to Select Sampling Approaches for Imbalanced Datasets. CEC (2018)
Romero F. A. B. de Morais, Péricles B. C. de Miranda, Ricardo M. A. Silva
A multi-criteria meta-learning method to select under-sampling algorithms for imbalanced datasets. ESANN (2017)
Péricles B. C. de Miranda, Ricardo B. C. Prudêncio
Generation of Particle Swarm Optimization algorithms: An experimental study using Grammar-Guided Genetic Programming. Appl. Soft Comput. 60 (2017)
Péricles B. C. de Miranda, Ricardo B. C. Prudêncio, Gisele L. Pappa
H3AD: A hybrid hyper-heuristic for algorithm design. Inf. Sci. 414 (2017)
Romero F. A. B. de Morais, Péricles B. C. de Miranda, Ricardo M. A. Silva
A Meta-Learning Method to Select Under-Sampling Algorithms for Imbalanced Data Sets. BRACIS (2016)
Péricles B. C. de Miranda, Ricardo B. C. Prudêncio
A Novel Context-Free Grammar to Guide the Construction of Particle Swarm Optimization Algorithms. BRACIS (2016)
Carlo Marcelo Revoredo da Silva, Ricardo Batista Rodrigues, Ruy J. G. B. de Queiroz, Vinicius C. Garcia, Jose Silva, Daniel Gatti, Rodrigo Elia Assad, Leandro M. do Nascimento, Kellyton Brito, Péricles B. C. de Miranda
Towards a taxonomy for security threats on the web ecosystem. NOMS (2016)
Péricles B. C. de Miranda, Ricardo B. C. Prudêncio
Tree-Based Grammar Genetic Programming to Evolve Particle Swarm Algorithms. BRACIS (2016)
Rafael G. Mesquita, Ricardo M. A. Silva, Carlos A. B. Mello, Péricles B. C. de Miranda
Parameter tuning for document image binarization using a racing algorithm. Expert Syst. Appl. 42 (5) (2015)
Péricles B. C. de Miranda, Paulo Ricardo da Silva Soares, Ricardo B. C. Prudêncio
I/S-Race: An iterative Multi-Objective Racing Algorithm for the SVM Parameter Selection Problem. ESANN (2015)
Péricles B. C. de Miranda, Ricardo B. C. Prudêncio, André C. P. L. F. de Carvalho, Carlos Soares
A hybrid meta-learning architecture for multi-objective optimization of SVM parameters. Neurocomputing 143 (2014)
Péricles B. C. de Miranda, Paulo Ricardo da Silva Soares, Ricardo B. C. Prudêncio
Fine-tuning of support vector machine parameters using racing algorithms. ESANN (2014)
Péricles B. C. de Miranda, Ricardo B. C. Prudêncio
Active testing for SVM parameter selection. IJCNN (2013)
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)
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 B. C. Prudêncio, André C. P. L. F. de Carvalho, Carlos Soares
Combining Meta-Learning with Multi-objective Particle Swarm Algorithms for SVM Parameter Selection: An Experimental Analysis. SBRN (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)
Carmelo J. A. Bastos Filho, Péricles B. C. de Miranda
Multi-Objective Particle Swarm Optimization using speciation. SWIS (2011)
Luciano S. de Souza, Péricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, Flávia de Almeida Barros
A Multi-objective Particle Swarm Optimization for Test Case Selection Based on Functional Requirements Coverage and Execution Effort. ICTAI (2011)
Carmelo J. A. Bastos Filho, Danilo Ferreira de Carvalho, Elliackin M. N. Figueiredo, Péricles B. C. de Miranda
Dynamic Clan Particle Swarm Optimization. ISDA (2009)
Carmelo J. A. Bastos Filho, Marcel P. Caraciolo, Péricles B. C. de Miranda, Danilo Ferreira de Carvalho
Multi-Ring Dispersed Particle Swarm Optimization. HIS (2008)
Carmelo J. A. Bastos Filho, Marcel P. Caraciolo, Péricles B. C. de Miranda, Danilo Ferreira de Carvalho
Multi-ring Particle Swarm Optimization. SBRN (2008)