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Péricles B. C. de Miranda
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- affiliation: Universidade Federal Rural de Pernambuco, Recife, Brazil
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2020 – today
- 2024
- [j17]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: 18168-18188 (2024) - [j16]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: 111124 (2024) - [c45]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: 228-233 - [c44]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: 270-282 - [c43]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: 1-8 - [c42]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: 1-8 - [c41]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: 134-139 - 2023
- [j15]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: 46413-46440 (2023) - [j14]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: 118670 (2023) - [j13]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: 120805 (2023) - [c40]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: 379-393 - [c39]Alexandre Alves, Péricles B. C. de Miranda, Rafael Fe Mello, André C. A. Nascimento:
Automatic Simplification of Legal Texts in Portuguese Using Machine Learning. JURIX 2023: 281-286 - [c38]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: 509-519 - 2022
- [j12]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: 116423 (2022) - [j11]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: 117961 (2022) - [c37]Moésio Wenceslau da Silva Filho
, Gabriel A. Barbosa, Péricles B. C. de Miranda:
Learning Global Optimization by Deep Reinforcement Learning. BRACIS (2) 2022: 417-433 - [c36]Tiago Barbosa de Lima
, Péricles B. C. de Miranda, Rafael Ferreira Mello, Moésio Wenceslau
, Ig Ibert Bittencourt, Thiago Damasceno Cordeiro, Jário José:
Sequence Labeling Algorithms for Punctuation Restoration in Brazilian Portuguese Texts. BRACIS (2) 2022: 616-630 - [c35]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: 1-8 - [c34]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: 305-316 - [c33]Victor E. De S. Silva, Tiago Lacerda, Péricles B. C. de Miranda, André C. A. Nascimento, Ana Paula C. Furtado:
Federated Learning for Physical Violence Detection in Videos. IJCNN 2022: 1-8 - [c32]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: 1-6 - [c31]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: 404-414 - 2021
- [j10]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): 4097-4135 (2021) - [j9]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: 115053 (2021) - [c30]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: 162-167 - [c29]Giuseppe Fiorentino, Péricles B. C. de Miranda, André C. A. Nascimento, Ana Paula C. 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: 168-172 - [c28]Tiago Barbosa 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: 542-556 - [c27]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: 2187-2194 - [c26]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: 320-324 - [c25]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: 29-38 - [c24]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: 58-67 - [c23]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: 97-104 - 2020
- [j8]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: 113828 (2020) - [j7]Péricles B. C. de Miranda, Ricardo B. C. Prudêncio:
A novel context-free grammar for the generation of PSO algorithms. Nat. Comput. 19(3): 495-513 (2020) - [c22]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: 1-8 - [c21]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: 1-8 - [c20]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: 605-614
2010 – 2019
- 2019
- [j6]Péricles Barbosa C. de Miranda, Rafael Ferreira Mello, Mayara Castro, Giuseppe Fiorentino, Samuel Barbosa Jatobá De Souza, Lucas Santos, Lizandra Silva:
Uma Abordagem Multi-objetivo para Seleção de Caminhos de Aprendizagem para Grupo de Usuários. Revista Brasileira de Informática na Educ. 27(3): 336-350 (2019) - 2018
- [j5]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): 209-246 (2018) - [c19]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: 1-7 - 2017
- [j4]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: 281-296 (2017) - [j3]Péricles B. C. de Miranda, Ricardo B. C. Prudêncio, Gisele L. Pappa:
H3AD: A hybrid hyper-heuristic for algorithm design. Inf. Sci. 414: 340-354 (2017) - [c18]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 - 2016
- [c17]Péricles B. C. de Miranda, Ricardo B. C. Prudêncio:
Tree-Based Grammar Genetic Programming to Evolve Particle Swarm Algorithms. BRACIS 2016: 25-30 - [c16]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: 295-300 - [c15]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: 385-390 - [c14]Carlo Marcelo Revoredo da Silva, Ricardo Batista Rodrigues, Ruy J. G. B. de Queiroz, Vinicius C. Garcia
, José 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: 584-590 - 2015
- [j2]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): 2593-2603 (2015) - [c13]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 - [c12]Péricles Barbosa C. de Miranda, Ricardo Bastos Cavalcante Prudêncio:
GEFPSO: A Framework for PSO Optimization based on Grammatical Evolution. GECCO 2015: 1087-1094 - 2014
- [j1]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: 27-43 (2014) - [c11]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 - 2013
- [c10]Péricles B. C. de Miranda, Ricardo B. C. Prudêncio:
Active testing for SVM parameter selection. IJCNN 2013: 1-8 - 2012
- [c9]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: 562-575 - [c8]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: 1-8 - [c7]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: 1-6 - [c6]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: 2909-2914 - 2011
- [c5]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: 245-252 - [c4]Carmelo J. A. Bastos Filho
, Péricles B. C. de Miranda:
Multi-Objective Particle Swarm Optimization using speciation. SWIS 2011: 164-169
2000 – 2009
- 2009
- [c3]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: 249-254 - 2008
- [c2]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: 25-30 - [c1]Carmelo J. A. Bastos Filho
, Marcel P. Caraciolo, Péricles B. C. de Miranda, Danilo Ferreira de Carvalho
:
Multi-ring Particle Swarm Optimization. SBRN 2008: 111-116
Coauthor Index
aka: André Carlos Ponce de Leon Ferreira de Carvalho
aka: Ricardo Bastos Cavalcante Prudêncio
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last updated on 2024-08-21 21:29 CEST by the dblp team
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