Péricles B. C. Miranda

62 papers A 3B 17C 2Misc 1Journal 17Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Comprehensive Study of Fitness Landscapes in AutoML: The Impact of Dataset Complexity and Search Space Neutrality. BRACIS (1) Thiago França, Ricardo B. C. Prudêncio, Péricles B. C. Miranda
2025	B	`conf`	Exploring the Relation between Dataset Complexity and AutoML Fitness Landscape Metrics. IJCNN Thiago Rodrigues de França, Ricardo B. C. Prudêncio, Péricles B. C. Miranda
2025	B	`conf`	Grammar-based Evolutionary Approaches for Software Effort Estimation. CEC Márcio P. Basgalupp, Rodrigo C. Barros, Ricardo Cerri, Ferrante Neri, Péricles B. C. Miranda, Teresa Bernarda Ludermir
2025	—	`conf`	Predictive Regression Models of Machine Learning for Effort Estimation in Software Teams: An Experimental Study. ICEIS (2) Wilamis K. N. Silva, Bernan R. Nascimento, Péricles B. C. Miranda, Emanuel P. Vicente
2025	J	`jnl`	QSHO: Quantum spotted hyena optimizer for global optimization. Artif. Intell. Rev. Tapas Si, Péricles B. C. Miranda, Utpal Nandi, Nanda Dulal Jana, Ujjwal Maulik, Saurav Mallik, Mohd Asif Shah
2025	J	`jnl`	SUSAN: A deep learning-based architecture for violence detection against women in surveillance videos. Expert Syst. Appl. João Pedro F. Andrade, Tapas Si, Ana Paula Cavalcanti, André C. A. Nascimento, Péricles B. C. Miranda
2024	Misc	`conf`	An Evolutionary Approach to Forecasting Models Hybridization. ICMLC Camila Ascendina, Paulo Salgado Gomes de Mattos Neto, João Fausto Lorenzato de Oliveira, Péricles B. C. Miranda
2024	B	`conf`	An Experimental Analysis on Automated Machine Learning for Software Defect Prediction. CEC Márcio P. Basgalupp, Rodrigo C. Barros, Tiago Silva da Silva, Fábio F. Silveira, Péricles B. C. Miranda, Ferrante Neri
2024	J	`jnl`	Automated CNN optimization using multi-objective grammatical evolution. Appl. Soft Comput. Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. Miranda, Tapas Si, Ricardo Cerri, Márcio P. Basgalupp
2024	—	`conf`	Contextual Features for Automatic Essay Scoring in Portuguese. AIED Companion (1) Lucas Galhardi, Maria Fernanda Herculano, Luiz A. L. Rodrigues, Péricles B. C. Miranda, Hilário Oliveira, Thiago Damasceno Cordeiro, Ig Ibert Bittencourt, Seiji Isotani, Rafael Ferreira Mello
2024	—	`conf`	Exploring NLP and Embedding for Automatic Essay Scoring in the Portuguese. AIED Companion (1) Ruan Carvalho, Lucas Fernandes Lins, Luiz A. L. Rodrigues, Péricles B. C. Miranda, Hilário Oliveira, Thiago Damasceno Cordeiro, Ig Ibert Bittencourt, Seiji Isotani, Rafael Ferreira Mello
2024	B	`conf`	Learning Agents' Behavioral Patterns in Agent-Based Modeling by Means of Evolutionary Algorithms. CEC Péricles B. C. Miranda, Jesús Giráldez-Cru, Moésio Wenceslau da Silva Filho, Carmen Zarco, Oscar Cordón
2024	B	`conf`	Machine Learning and IoT for Predicting the Productivity of MRI Equipment. IJCNN Péricles B. C. Miranda, Leonardo Monte, André C. A. Nascimento, Márcio P. Basgalupp, José Leovigildo Coelho
2024	—	`conf`	Machine Learning and Time Series Analysis to Forecast Hotel Room Prices. BRACIS (3) Francisco B. Oliveira, Moésio Wenceslau da Silva Filho, Gabriel A. Barbosa, João Paulo Freitas, Chris Penna, Péricles B. C. Miranda
2024	J	`jnl`	Opposition-Based Chaotic Tunicate Swarm Algorithms for Global Optimization. IEEE Access Tapas Si, Péricles B. C. Miranda, Utpal Nandi, Nanda Dulal Jana, Saurav Mallik, Ujjwal Maulik, Hong Qin
2024	J	`jnl`	Towards explainable automatic punctuation restoration for Portuguese using transformers. Expert Syst. Appl. Tiago Barbosa de Lima, Vitor Rolim, André C. A. Nascimento, Péricles B. C. Miranda, Valmir Macario, Luiz A. L. Rodrigues, Elyda L. S. X. Freitas, Dragan Gasevic, Rafael Ferreira Mello
2023	J	`jnl`	A novel multi-objective grammar-based framework for the generation of Convolutional Neural Networks. Expert Syst. Appl. Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. Miranda, Filipe R. Cordeiro, Tapas Si, André C. A. Nascimento, Rafael Ferreira Leite de Mello, Paulo S. G. de Mattos Neto
2023	C	`conf`	Automatic Simplification of Legal Texts in Portuguese Using Machine Learning. JURIX Alexandre Alves, Péricles B. C. Miranda, Rafael Fe Mello, André C. A. Nascimento
2023	—	`conf`	Federated Learning and Mel-Spectrograms for Physical Violence Detection in Audio. BRACIS (3) Victor E. De S. Silva, Tiago Lacerda, Péricles B. C. Miranda, André Câmara, Amerson Riley Cabral Chagas, Ana Paula C. Furtado
2023	J	`jnl`	Memetic evolutionary algorithms to design optical networks with a local search that improves diversity. Expert Syst. Appl. Jorge Candeias, Danilo R. B. Araujo, Péricles B. C. Miranda, Carmelo J. A. Bastos Filho
2023	J	`jnl`	PCOBL: A Novel Opposition-Based Learning Strategy to Improve Metaheuristics Exploration and Exploitation for Solving Global Optimization Problems. IEEE Access Tapas Si, Debolina Bhattacharya, Somen Nayak, Péricles B. C. Miranda, Utpal Nandi, Saurav Mallik, Ujjwal Maulik, Hong Qin
2023	A	`conf`	Towards explainable prediction of essay cohesion in Portuguese and English. LAK Hilário Oliveira, Rafael Ferreira Mello, Bruno Alexandre Barreiros Rosa, Mladen Rakovic, Péricles B. C. Miranda, Thiago Damasceno Cordeiro, Seiji Isotani, Ig Ibert Bittencourt, Dragan Gasevic
2022	—	`conf`	A Many-Objective Optimization Approach to Generate Synthetic Datasets based on Real-World Classification Problems. LA-CCI Steffano Xavier Pereira, Péricles B. C. Miranda, Thiago França, Carmelo J. A. Bastos Filho, Tapas Si
2022	J	`jnl`	Artificial Neural Network training using metaheuristics for medical data classification: An experimental study. Expert Syst. Appl. Tapas Si, Jayri Bagchi, Péricles B. C. Miranda
2022	B	`conf`	Federated Learning for Physical Violence Detection in Videos. IJCNN Victor E. De S. Silva, Tiago Lacerda, Péricles B. C. Miranda, André C. A. Nascimento, Ana Paula C. Furtado
2022	—	`conf`	Learning Global Optimization by Deep Reinforcement Learning. BRACIS (2) Moésio Wenceslau da Silva Filho, Gabriel A. Barbosa, Péricles B. C. Miranda
2022	B	`conf`	Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems. CEC Péricles B. C. Miranda, Rafael Ferreira Mello, André C. A. Nascimento, Tapas Si
2022	J	`jnl`	Novel enhanced Salp Swarm Algorithms using opposition-based learning schemes for global optimization problems. Expert Syst. Appl. Tapas Si, Péricles B. C. Miranda, Debolina Bhattacharya
2022	—	`conf`	Sequence Labeling Algorithms for Punctuation Restoration in Brazilian Portuguese Texts. BRACIS (2) Tiago Barbosa de Lima, Péricles B. C. Miranda, Rafael Ferreira Mello, Moésio Wenceslau, Ig Ibert Bittencourt, Thiago Damasceno Cordeiro, Jário José Santos
2022	—	`conf`	TSPNet-HF: A Hand/Face TSPNet Method for Sign Language Translation. IBERAMIA Péricles B. C. Miranda, Vitor Casadei, Emely Pujólli da Silva, Jayne Silva, Manoel Alves, Marianna Severo, João Paulo Freitas
2022	A	`conf`	Towards automated content analysis of rhetorical structure of written essays using sequential content-independent features in Portuguese. LAK Rafael Ferreira Mello, Giuseppe Fiorentino, Hilário Oliveira, Péricles B. C. Miranda, Mladen Rakovic, Dragan Gasevic
2021	—	`conf`	A Chatbot to Support Basic Students Questions. LALA Rafael Santana, Saulo Ferreira, Vitor Rolim, Péricles B. C. Miranda, André C. A. Nascimento, Rafael Ferreira Mello
2021	B	`conf`	A Multi-Objective Grammatical Evolution Framework to Generate Convolutional Neural Network Architectures. CEC Cleber A. C. F. da Silva, Daniel Carneiro Rosa, Péricles B. C. Miranda, Filipe R. Cordeiro, Tapas Si, André C. A. Nascimento, Rafael Ferreira Leite de Mello, Paulo S. G. de Mattos Neto
2021	—	`conf`	A New Grammar for Creating Convolutional Neural Networks Applied to Medical Image Classification. SIBGRAPI Cleber A. C. F. da Silva, Péricles B. C. Miranda, Filipe R. Cordeiro
2021	—	`conf`	Applying Group Formation in Practice on a Brazilian Postgraduate Course. LALA Giuseppe Fiorentino, Péricles B. C. Miranda, André C. A. Nascimento, Ana Paula Carvalho Cavalcanti Furtado, Rafael Ferreira Mello
2021	—	`conf`	Contrasting Automatic and Manual Group Formation: A Case Study in a Software Engineering Postgraduate Course. AIED (2) Giuseppe Fiorentino, Péricles B. C. Miranda, André C. A. Nascimento, Ana Paula C. Furtado, Henrik Bellhäuser, Dragan Gasevic, Rafael Ferreira Mello
2021	B	`conf`	Fostering Autonomy through Augmentative and Alternative Communication. ICALT João P. C. Uchoa, Taciana Pontual Falcão, André C. A. Nascimento, Péricles B. C. Miranda, Rafael Ferreira Mello
2021	J	`jnl`	Grammar-based automatic programming for medical data classification: an experimental study. Artif. Intell. Rev. Tapas Si, Péricles B. C. Miranda, João Victor Galdino, André C. A. Nascimento
2021	J	`jnl`	ImageDataset2Vec: An image dataset embedding for algorithm selection. Expert Syst. Appl. Lucas V. Dias, Péricles B. C. Miranda, André C. A. Nascimento, Filipe R. Cordeiro, Rafael Ferreira Mello, Ricardo B. C. Prudêncio
2021	—	`conf`	Portuguese Neural Text Simplification Using Machine Translation. BRACIS (2) Tiago Barbosa de Lima, André C. A. Nascimento, George Valença, Péricles B. C. Miranda, Rafael Ferreira Mello, Tapas Si
2021	—	`conf`	Towards Automatic Content Analysis of Rhetorical Structure in Brazilian College Entrance Essays. AIED (2) Rafael Ferreira Mello, Giuseppe Fiorentino, Péricles B. C. Miranda, Hilário Oliveira, Mladen Rakovic, Dragan Gasevic
2020	B	`conf`	A Many-Objective optimization Approach for Complexity-based Data set Generation. CEC Thiago R. Fraça, Péricles B. C. Miranda, Ricardo B. C. Prudêncio, Ana C. Lorenaz, André C. A. Nascimento
2020	J	`jnl`	A multi-objective optimization approach for the group formation problem. Expert Syst. Appl. Péricles B. C. Miranda, Rafael Ferreira Mello, André C. A. Nascimento
2020	J	`jnl`	A novel context-free grammar for the generation of PSO algorithms. Nat. Comput. Péricles B. C. Miranda, Ricardo B. C. Prudêncio
2020	B	`conf`	Layers Sequence Optimizing for Deep Neural Networks using Multiples Objectives. CEC Paulo S. G. de Mattos Neto, Péricles B. C. Miranda, George D. C. Cavalcanti, Tapas Si, Filipe R. Cordeiro, Mayara Castro
2020	A	`conf`	Towards automatic cross-language classification of cognitive presence in online discussions. LAK Gian Barbosa, Raissa Camelo, Anderson Pinheiro Cavalcanti, Péricles B. C. Miranda, Rafael Ferreira Mello, Vitomir Kovanovic, Dragan Gasevic
2018	B	`conf`	Using a Many-Objective Optimization Algorithm to Select Sampling Approaches for Imbalanced Datasets. CEC Péricles B. C. Miranda, Romero F. A. B. de Morais, Ricardo M. A. Silva
2017	B	`conf`	A multi-criteria meta-learning method to select under-sampling algorithms for imbalanced datasets. ESANN Romero F. A. B. de Morais, Péricles B. C. Miranda, Ricardo M. A. Silva
2017	J	`jnl`	Generation of Particle Swarm Optimization algorithms: An experimental study using Grammar-Guided Genetic Programming. Appl. Soft Comput. Péricles B. C. Miranda, Ricardo B. C. Prudêncio
2017	J	`jnl`	H3AD: A hybrid hyper-heuristic for algorithm design. Inf. Sci. Péricles B. C. Miranda, Ricardo B. C. Prudêncio, Gisele L. Pappa
2016	—	`conf`	A Meta-Learning Method to Select Under-Sampling Algorithms for Imbalanced Data Sets. BRACIS Romero F. A. B. de Morais, Péricles B. C. Miranda, Ricardo M. A. Silva
2016	—	`conf`	A Novel Context-Free Grammar to Guide the Construction of Particle Swarm Optimization Algorithms. BRACIS Péricles B. C. Miranda, Ricardo B. C. Prudêncio
2016	B	`conf`	Towards a taxonomy for security threats on the web ecosystem. NOMS 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. Miranda
2016	—	`conf`	Tree-Based Grammar Genetic Programming to Evolve Particle Swarm Algorithms. BRACIS Péricles B. C. Miranda, Ricardo B. C. Prudêncio
2014	J	`jnl`	A hybrid meta-learning architecture for multi-objective optimization of SVM parameters. Neurocomputing Péricles B. C. Miranda, Ricardo B. C. Prudêncio, André C. P. L. F. de Carvalho, Carlos Soares
2014	B	`conf`	Fine-tuning of support vector machine parameters using racing algorithms. ESANN Péricles B. C. Miranda, Paulo Ricardo da Silva Soares, Ricardo B. C. Prudêncio
2013	B	`conf`	Active testing for SVM parameter selection. IJCNN Péricles B. C. Miranda, Ricardo B. C. Prudêncio
2012	—	`conf`	Combining Meta-Learning with Multi-objective Particle Swarm Algorithms for SVM Parameter Selection: An Experimental Analysis. SBRN Péricles B. C. Miranda, Ricardo B. C. Prudêncio, André C. P. L. F. 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
2011	—	`conf`	Multi-Objective Particle Swarm Optimization using speciation. SWIS Carmelo J. A. Bastos Filho, Péricles B. C. Miranda
2008	C	`conf`	Multi-Ring Dispersed Particle Swarm Optimization. HIS Carmelo J. A. Bastos Filho, Marcel P. Caraciolo, Péricles B. C. Miranda, Danilo Ferreira de Carvalho
2008	—	`conf`	Multi-ring Particle Swarm Optimization. SBRN Carmelo J. A. Bastos Filho, Marcel P. Caraciolo, Péricles B. C. Miranda, Danilo Ferreira de Carvalho