A Novel Approach for a Routing Algorithm Based on a Discrete Time Hopfield Neural Network. - Carmelo J. A. Bastos Filho; Robson A. Santana; Adriano L. I. Oliveira (FOCI, 2007)

Based on Color Quantization by Genetic Algorithms. - Carmelo J. A. Bastos Filho; Carlos A. B. Mello; Júlio Dantas Andrade; Davi M. A. Falcão; Marília P. Lima; Wellington P. dos Santos; Adriano L. I. Oliveira (ICTAI (1), 2007)

A Hybrid Hopfield Network-Simulated Annealing approach to Optimize Routing Processes in Telecommunications Networks. - Wesnaida H. Schuler; Carmelo J. A. Bastos Filho; Adriano L. I. Oliveira (ISDA, 2007)

An Intelligent Mechanism to Explore a Two-Level Cache Hierarchy Considering Energy Consumption and Time Performance. - Abel G. Silva-Filho; Carmelo J. A. Bastos Filho; Ricardo Massa Ferreira Lima; Davi M. A. Falcão; Filipe R. Cordeiro; Marília P. Lima (SBAC-PAD, 2007)

Multi-Ring Dispersed Particle Swarm Optimization. - Carmelo J. A. Bastos Filho; Marcel P. Caraciolo; Péricles B. C. Miranda; Danilo Ferreira de Carvalho (HIS, 2008)

A fast and reliable routing algorithm based on Hopfield Neural Networks optimized by Particle Swarm Optimization. - Carmelo J. A. Bastos Filho; Wesnaida H. Schuler; Adriano L. I. Oliveira (IJCNN, 2008)

An Optimization Mechanism Intended for Two-Level Cache Hierarchy to Improve Energy and Performance Using the NSGAII Algorithm. - Abel G. Silva-Filho; Carmelo J. A. Bastos Filho; Davi M. A. Falcão; Filipe R. Cordeiro; Rodrigo M. C. S. Castro (SBAC-PAD, 2008)

Multi-ring Particle Swarm Optimization. - Carmelo J. A. Bastos Filho; Marcel P. Caraciolo; Péricles B. C. Miranda; Danilo Ferreira de Carvalho (SBRN, 2008)

Adjusting Weights and Architecture of Neural Networks through PSO with Time-Varying Parameters and Early Stopping. - Lamartine Almeida Teixeira; Felipe T. G. Oliveira; Adriano L. I. Oliveira; Carmelo J. A. Bastos Filho (SBRN, 2008)

A novel search algorithm based on fish school behavior. - Carmelo J. A. Bastos Filho; Fernando Buarque de Lima Neto; Anthony José da Cunha Carneiro Lins; Antônio I. S. Nascimento; Marília P. Lima (SMC, 2008)

Adaptative clustering Particle Swarm Optimization. - Salomão Sampaio Madeiro; Carmelo J. A. Bastos Filho; Fernando Buarque de Lima Neto; Elliackin M. N. Figueiredo (IPDPS, 2009)

Dynamic Clan Particle Swarm Optimization. - Carmelo J. A. Bastos Filho; Danilo Ferreira de Carvalho; Elliackin M. N. Figueiredo; Péricles Barbosa C. de Miranda (ISDA, 2009)

A Multiple Objective Particle Swarm Optimization Approach Using Crowding Distance and Roulette Wheel. - Robson A. Santana; Murilo Rebelo Pontes; Carmelo J. A. Bastos Filho (ISDA, 2009)

Impact of the Quality of Random Numbers Generators on the Performance of Particle Swarm Optimization. - Carmelo J. A. Bastos Filho; Júlio Dantas Andrade; Marcelo Souza Pita; Alex D. Ramos (SMC, 2009)

On the Intelligence of the Swimming Operators in the Fish School Search Algorithm. - Carmelo J. A. Bastos Filho; Fernando Buarque de Lima Neto; Maria Fernanda Cavalcanti Sousa; Murilo Rebelo Pontes; Salomão Sampaio Madeiro (SMC, 2009)

A novel hybrid training method for hopfield neural networks applied to routing in communications networks. - Wesnaida H. Schuler; Carmelo J. A. Bastos Filho; Adriano L. I. Oliveira (Int. J. Hybrid Intell. Syst., 2009)

Clan particle swarm optimization. - Danilo Ferreira de Carvalho; Carmelo José Albanez Bastos Filho (Int. J. Intell. Comput. Cybern., 2009)

OSNR model to consider physical layer impairments in transparent optical networks. - Helder A. Pereira; Daniel A. R. Chaves; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (Photonic Netw. Commun., 2009)

Fish School Search. - Carmelo J. A. Bastos Filho; Fernando Buarque de Lima Neto; Anthony José da Cunha Carneiro Lins; Antônio I. S. Nascimento; Marília P. Lima (Nature-Inspired Algorithms for Optimisation, 2009)

Impact of the Random Number generator quality on particle swarm optimization algorithm running on graphic processor units. - Carmelo J. A. Bastos Filho; Marcos A. C. Oliveira; Debora N. O. Nascimento; Alex D. Ramos (HIS, 2010)

A Particle Swarm Optimization based approach for the maximum coverage problem in cellular base stations positioning. - Antônio I. S. Nascimento; Carmelo J. A. Bastos Filho (HIS, 2010)

Fast and adaptive impairment aware routing and wavelength assignment algorithm optimized by offline simulations. - Daniel A. R. Chaves; Douglas O. Aguiar; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (Opt. Switch. Netw., 2010)

Impact of amplifier noise figure modeling in simulations of impairment-aware all-optical networks. - Helder A. Pereira; Renan V. B. Carvalho; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (Photonic Netw. Commun., 2010)

A performance comparison of multi-objective optimization evolutionary algorithms for all-optical networks design. - Danilo R. B. Araujo; Carmelo J. A. Bastos Filho; Erick A. Barboza; Daniel A. R. Chaves; Joaquim F. Martins-Filho (MCDM, 2011)

Optimizing a routing algorithm based on Hopfield Neural Networks for Graphic Processing Units. - Carmelo J. A. Bastos Filho; Marcos A. C. Oliveira; Dennis R. C. Silva; Robson A. Santana (FOCI, 2011)

An efficient multi-objective evolutionary optimizer to design all-optical networks considering physical impairments and CAPEX. - Danilo R. B. Araujo; Carmelo J. A. Bastos Filho; Erick A. Barboza; Daniel A. R. Chaves; Joaquim F. Martins-Filho (ISDA, 2011)

Simple design of Raman fiber amplifiers using a multi-objective optimizer. - Carmelo J. A. Bastos Filho; Elliackin M. N. Figueiredo; Erick A. Barboza; Joaquim F. Martins-Filho; Marcelo Eduardo Vieira Segatto; S. Cani; Maria José Pontes (ISDA, 2011)

A Hybrid Algorithm Based on Fish School Search and Particle Swarm Optimization for Dynamic Problems. - George M. Cavalcanti-Júnior; Carmelo J. A. Bastos Filho; Fernando Buarque de Lima Neto; Rodrigo M. C. S. Castro (ICSI (2), 2011)

Density as the Segregation Mechanism in Fish School Search for Multimodal Optimization Problems. - Salomão Sampaio Madeiro; Fernando Buarque de Lima Neto; Carmelo J. A. Bastos Filho; Elliackin Messias do Nascimento Figueiredo (ICSI (2), 2011)

Multi-Objective Particle Swarm Optimization using speciation. - Carmelo J. A. Bastos Filho; Péricles B. C. Miranda (SWIS, 2011)

Adaptive Clan Particle Swarm Optimization. - Murilo Rebelo Pontes; Fernando Buarque de Lima Neto; Carmelo J. A. Bastos Filho (SWIS, 2011)

Wavelength Assignment for Physical-Layer-Impaired Optical Networks Using Evolutionary Computation. - Carmelo J. A. Bastos Filho; Daniel A. R. Chaves; Felipe S. F. e Silva; Helder A. Pereira; Joaquim F. Martins-Filho (JOCN, 2011)

A methodology to design the link cost functions for impairment aware routing algorithms in optical networks. - Daniel A. R. Chaves; Douglas O. Aguiar; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (Photonic Netw. Commun., 2011)

A hybrid swarm intelligence optimizer based on particles and artificial bees for high-dimensional search spaces. - L. N. Vitorino; Sergio F. Ribeiro; Carmelo J. A. Bastos Filho (IEEE Congress on Evolutionary Computation, 2012)

Using Network Science to Define a Dynamic Communication Topology for Particle Swarm Optimizers. - Marcos A. C. Oliveira Junior; Carmelo J. A. Bastos Filho; Ronaldo Menezes (CompleNet, 2012)

A Comparative Analysis of FSS with CMA-ES and S-PSO in Ill-Conditioned Problems. - Anthony José da Cunha Carneiro Lins; Fernando Buarque de Lima Neto; François Fages; Carmelo J. A. Bastos Filho (IDEAL, 2012)

Comparing Particle Swarm Optimization Approaches for Training Multi-Layer Perceptron Neural Networks for Forecasting. - Saulo M. Santos; Mêuser J. S. Valença; Carmelo J. A. Bastos Filho (IDEAL, 2012)

On the Analysis of a Swarm Intelligence Based Coordination Model for Multiple Unmanned Aerial Vehicles. - Diego M. P. F. Silva; Luiz Felipe F. de Oliveira; Mariana G. M. Macedo; Carmelo J. A. Bastos Filho (LARS/SBR, 2012)

Assessment of the Power Series Routing Algorithm in Translucent, Transparent and Opaque Optical Networks. - Joaquim F. Martins-Filho; Jamersson L. de Santana; Helder A. Pereira; Daniel A. R. Chaves; Carmelo J. A. Bastos Filho (IEEE Commun. Lett., 2012)

Novel strategies for sparse regenerator placement in translucent optical networks. - Daniel A. R. Chaves; Renan V. B. Carvalho; Helder A. Pereira; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (Photonic Netw. Commun., 2012)

Assessing Particle Swarm Optimizers Using Network Science Metrics. - Marcos A. C. Oliveira Junior; Carmelo J. A. Bastos Filho; Ronaldo Menezes (CompleNet, 2013)

Cloud services. - Anderson Vinicius Alves Ferreira; Carmelo José Albanez Bastos Filho (LatinCloud, 2013)

On the Analysis of HPSO Improvement by Use of the Volitive Operator of Fish School Search. - George M. Cavalcanti-Júnior; Fernando Buarque de Lima Neto; Carmelo J. A. Bastos Filho (Int. J. Swarm Intell. Res., 2013)

Using the Entropy of the DFT of the Laplacian Eigenvalues to Assess Networks. - Danilo R. B. de Araujo; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (CompleNet, 2014)

Binary Fish School Search applied to feature selection: Application to ICU readmissions. - Joao A. G. Sargo; Susana M. Vieira; João M. C. Sousa; Carmelo J. A. Bastos Filho (FUZZ-IEEE, 2014)

Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm Optimization. - Alessandra M. Soares; Bruno J. T. Fernandes; Carmelo J. A. Bastos Filho (ICANN, 2014)

Towards a network-based approach to analyze particle swarm optimizers. - Marcos A. C. Oliveira; Carmelo J. A. Bastos Filho; Ronaldo Menezes (SIS, 2014)

Pyramidal Neural Networks with Variable Receptive Fields Designed by Genetic Algorithms. - Alessandra M. Soares; Bruno J. T. Fernandes; Carmelo J. A. Bastos Filho (GECCO (Companion), 2015)

Artificial Neural Networks to estimate Blocking Probability of transparent optical networks: A robustness study for different networks. - Danilo R. B. Araujo; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (ICTON, 2015)

Heuristic algorithms for regenerator assignment in dynamic translucent elastic optical networks. - Daniel A. R. Chaves; Emerson F. da Silva; Carmelo J. A. Bastos Filho; Helder A. Pereira; Raul C. Almeida (ICTON, 2015)

An evolutionary approach with surrogate models and network science concepts to design optical networks. - Danilo R. B. de Araujo; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (Eng. Appl. Artif. Intell., 2015)

New Graph Model to Design Optical Networks. - Danilo R. B. de Araujo; Joaquim F. Martins-Filho; Carmelo J. A. Bastos Filho (IEEE Commun. Lett., 2015)

A mechanism based on Artificial Bee Colony to generate diversity in Particle Swarm Optimization. - L. N. Vitorino; Sergio F. Ribeiro; Carmelo J. A. Bastos Filho (Neurocomputing, 2015)

Multi-Objective Fish School Search. - Carmelo J. A. Bastos Filho; Augusto C. S. Guimarães (Int. J. Swarm Intell. Res., 2015)

Methodology to Obtain a Fast and Accurate Estimator for Blocking Probability of Optical Networks. - Danilo R. B. de Araujo; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (JOCN, 2015)

Using network science to assess particle swarm optimizers. - Marcos A. C. Oliveira; Carmelo J. A. Bastos Filho; Ronaldo Menezes (Soc. Netw. Anal. Min., 2015)

Communication Diversity in Particle Swarm Optimizers. - Marcos A. C. Oliveira; Diego Pinheiro; Bruno Andrade; Carmelo J. A. Bastos Filho; Ronaldo Menezes (ANTS Conference, 2016)

Physical Topology Design of Optical Networks Aided by Many-Objective Optimization Algorithms. - Elliackin M. N. Figueiredo; Danilo R. B. Araujo; Carmelo J. A. Bastos Filho; Teresa Bernarda Ludermir (BRACIS, 2016)

Incorporating an indicator based on modularity to improve routing in optical networks. - Carmelo J. A. Bastos Filho; Danilo R. B. Araujo; Joaquim F. Martins-Filho (ICTON, 2016)

Improving the Binary Fish School Search Algorithm for feature selection. - Raphael F. Carneiro; Carmelo J. A. Bastos Filho (LA-CCI, 2016)

Designing the optical network of Haiti using a multi-objective evolutionary approach. - Vital Dupleix; Danilo R. B. Araujo; Carmelo J. A. Bastos Filho (LA-CCI, 2016)

An approach based on network science to detect communities in Social Networks. - Victor C. F. Lima; Carmelo J. A. Bastos Filho (LA-CCI, 2016)

Human detection in digital videos using motion features extractors. - Rodrigo F. S. C. Oliveira; Carmelo J. A. Bastos Filho (LA-CCI, 2016)

Many Objective Particle Swarm Optimization. - Elliackin M. N. Figueiredo; Teresa Bernarda Ludermir; Carmelo J. A. Bastos Filho (Inf. Sci., 2016)

A fuzzy-swarm based approach for the coordination of unmanned aerial vehicles. - Luiz F. F. de Oliveira; Fernando Buarque de Lima Neto; Sérgio Campello Oliveira; Carmelo J. A. Bastos Filho (J. Intell. Fuzzy Syst., 2016)

Power series-based algorithm for dedicated protection in WDM optical networks. - André V. S. Xavier; Raul Camelo de Andrade Almeida; Daniel A. R. Chaves; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (Photonic Netw. Commun., 2016)

Robustness of physical topologies of optical networks created by variants of Gabriel graphs. - Danilo R. B. Araujo; Carmelo J. A. Bastos Filho (HPSR, 2017)

A routing algorithm based on fuzzy logics for elastic optical networks. - E. O. Figueiroa; Emerson A. O. Lima; Carmelo J. A. Bastos Filho; Jaciara Clarissa da Silva; André V. S. Xavier; Danilo R. B. Araujo (HPSR, 2017)

Estimating the spectral gain and the noise figure of EDFA using artificial neural networks. - Carmelo J. A. Bastos Filho; Erick de A. Barboza; Joaquim F. Martins-Filho (ICTON, 2017)

Non-negative pyramidal neural network for parts-based learning. - Milla S. A. Ferro; Bruno J. T. Fernandes; Carmelo J. A. Bastos Filho (IJCNN, 2017)

Surrogate models assisted by neural networks to assess the resilience of networks. - Danilo R. B. Araujo; Gustavo H. P. S. de Barros; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (LA-CCI, 2017)

Extreme learning machine autoencoder for data augmentation. - Janderson Ferreira; Milla S. A. Ferro; Bruno J. T. Fernandes; Mêuser J. S. Valença; Carmelo José Albanez Bastos Filho; Pablo V. A. Barros (LA-CCI, 2017)

Accelerating the convergence of adaptive filters for active noise control using particle swarm optimization. - Rodrigo P. Monteiro; Gabriel A. Lima; José P. G. Oliveira; Daniel S. C. Cunha; Carmelo J. A. Bastos Filho (LA-CCI, 2017)

Better exploration-exploitation pace, better swarm: Examining the social interactions. - Marcos A. C. Oliveira; Diego Pinheiro; Mariana Macedo; Carmelo J. A. Bastos Filho; Ronaldo Menezes (LA-CCI, 2017)

Application of PSO-based clustering algorithms on educational databases. - Pedro B. Santos; Mariana Macedo; Elliackin M. N. Figueiredo; Clodomir J. Santana Jr.; Fabiana Soares; Hugo Siqueira 001; Alexandre Magno Andrade Maciel; Anuradha Gokhale; Carmelo J. A. Bastos Filho (LA-CCI, 2017)

Pedestrian detection in digital videos using committee of motion feature extractors. - Diogo L. da Silva; Leticia M. Seijas; Carmelo J. A. Bastos Filho (LA-CCI, 2017)

Combining a novel feeding operator and recent advances to improve the fish school search. - Luiz Felipe Vieira Verçosa; Carmelo José Albanez Bastos Filho; Rodrigo P. Monteiro (LA-CCI, 2017)

Using artificial neural networks to select the parameters for the prognostic of mild cognitive impairment and dementia in elderly individuals. - Anthony José da Cunha Carneiro Lins; M. T. C. Muniz; A. N. M. Garcia; A. V. Gomes; R. M. Cabral; Carmelo J. A. Bastos Filho (Comput. Methods Programs Biomed., 2017)

Artificial Bee Colony Optimization for Feature Selection of Traffic Sign Recognition. - Diogo L. da Silva; Leticia M. Seijas; Carmelo J. A. Bastos Filho (Int. J. Swarm Intell. Res., 2017)

Local and global approaches for the adaptive control of a cascade of amplifiers. - Erick de A. Barboza; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho; Marcionilo J. da Silva; Leonardo D. Coelho; Uiara C. de Moura; Juliano R. F. Oliveira (Photonic Netw. Commun., 2017)

Manyobjective Optimization to Design Physical Topology of Optical Networks with Undefined Node Locations. - Jorge C. Nascimento; Danilo R. B. Araujo; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (CEC, 2018)

Double-Swarm Binary Particle Swarm Optimization. - Hugo Siqueira 001; Elliackin M. N. Figueiredo; Mariana Macedo; Clodomir J. Santana Jr.; Pedro B. Santos; Carmelo J. A. Bastos Filho; Anu A. Gokhale (CEC, 2018)

Improved Multi-Objective Binary Fish School for Feature Selection. - Mariana Macedo; Carmelo J. A. Bastos Filho; Ronaldo Menezes (FLAIRS, 2018)

Characterization of Users by Using Hourly and Daily Spatio-Temporal Patterns Extracted from GPS Trajectories. - Marcello Tomasini; Carmelo J. A. Bastos Filho; Ronaldo Menezes (FLAIRS, 2018)

Optimizing Routes for Medicine Distribution Using Team Ant Colony System. - Renan Costa Alencar; Clodomir J. Santana Jr.; Carmelo J. A. Bastos Filho (HIS, 2018)

Assessing Ant Colony Optimization Using Adapted Networks Science Metrics. - Sergio F. Ribeiro; Carmelo José Albanez Bastos Filho (HIS, 2018)

Non-negative Structured Pyramidal Neural Network for Pattern Recognition. - Milla S. A. Ferro; Bruno J. T. Fernandes; Carmelo J. A. Bastos Filho (IJCNN, 2018)

Using Multi-objective Algorithms for Optimizing Support Vector Regression Parameters. - Manoel Alves de Almeida Neto; Roberta Andrade de Araújo Fagundes; Carmelo J. A. Bastos Filho (IJCNN, 2018)

Comparing Machine Learning Techniques for Dementia Diagnosis. - Anthony José da Cunha Carneiro Lins; M. T. C. Muniz; Carmelo J. A. Bastos Filho (LA-CCI, 2018)

Performance Comparison of Clustering Algorithms to Handle Grouping of City Locations. - Jorge Candeias do Nascimento; Clodomir J. Santana Jr.; Danilo R. B. Araujo; Carmelo J. A. Bastos Filho (LA-CCI, 2018)

Customer Segmentation in a Travel Agency Dataset using Clustering Algorithms. - Clodomir J. Santana Jr.; Pedro Aguiar; Carmelo J. A. Bastos Filho (LA-CCI, 2018)

Boolean Binary Cat Swarm Optimization Algorithm. - Hugo Siqueira 001; Elliackin M. N. Figueiredo; Mariana Macedo; Clodomir J. Santana Jr.; Carmelo J. A. Bastos Filho; Anu A. Gokhale (LA-CCI, 2018)

Optimizing Support Vector Regression with Swarm Intelligence for Estimating the Concrete Compression Strength. - Manoel Alves de Almeida Neto; Roberta Andrade de Araújo Fagundes; Carmelo J. A. Bastos Filho (MLDM (1), 2018)

Unveiling Swarm Intelligence with Network Science - the Metaphor Explained. - Marcos A. C. Oliveira; Diego Pinheiro; Mariana Macedo; Carmelo J. A. Bastos Filho; Ronaldo Menezes (CoRR, 2018)

Inter-domain routing for communication networks using Hierarchical Hopfield Neural Networks. - Hitalo O. Silva; Carmelo J. A. Bastos Filho (Eng. Appl. Artif. Intell., 2018)

Spatio-temporal variations in the urban rhythm: the travelling waves of crime. - Marcos A. C. Oliveira; Eraldo Ribeiro; Carmelo J. A. Bastos Filho; Ronaldo Menezes (EPJ Data Sci., 2018)

Structured Pyramidal Neural Networks. - Alessandra M. Soares; Bruno J. T. Fernandes; Carmelo J. A. Bastos Filho (Int. J. Neural Syst., 2018)

Improving Adaptive Filters for Active Noise Control Using Particle Swarm Optimization. - Rodrigo P. Monteiro; Gabriel A. Lima; José P. G. Oliveira; Daniel S. C. Cunha; Carmelo J. A. Bastos Filho (Int. J. Swarm Intell. Res., 2018)

Improving the Performance of the Fish School Search Algorithm. - Rodrigo P. Monteiro; Luiz Felipe Vieira Verçosa; Carmelo J. A. Bastos Filho (Int. J. Swarm Intell. Res., 2018)

Pyramidal neural networks with evolved variable receptive fields. - Alessandra M. Soares; Bruno J. T. Fernandes; Carmelo J. A. Bastos Filho (Neural Comput. Appl., 2018)

An adaptive-alternative restoration algorithm for optical networks. - Rodrigo C. L. Silva; Joaquim F. Martins-Filho; Carmelo J. A. Bastos Filho (Photonic Netw. Commun., 2018)

SBFSS: Simplified Binary Fish School Search. - Clodomir J. Santana Jr.; Carmelo J. A. Bastos Filho; Mariana Macedo; Hugo Siqueira 001 (CEC, 2019)

Characterizing the Social Interactions in the Artificial Bee Colony Algorithm. - Lydia Taw; Nishant Gurrapadi; Mariana Macedo; Marcos A. C. Oliveira; Diego Pinheiro; Carmelo J. A. Bastos Filho; Ronaldo Menezes (CEC, 2019)

Investigation of College Dropout with the Fuzzy C-Means Algorithm. - Mariana Macedo; Clodomir J. Santana Jr.; Hugo Siqueira 001; Rodrigo L. Rodrigues; Jorge Luis Cavalcanti Ramos; João Carlos Sedraz Silva; Alexandre Magno Andrade Maciel; Carmelo J. A. Bastos Filho (ICALT, 2019)

OTN Network Planning Over DWDM Using Computational Intelligence. - Jaciara Clarissa da Silva; Carmelo J. A. Bastos Filho; Raul C. Almeida-Júnior; Daniel A. R. Chaves; Danilo R. B. Araújo; André V. S. Xavier; Joaquim F. Martins-Filho (ICTON, 2019)

Modelling the Social Interactions in Ant Colony Optimization. - Nishant Gurrapadi; Lydia Taw; Mariana Macedo; Marcos A. C. Oliveira; Diego Pinheiro; Carmelo J. A. Bastos Filho; Ronaldo Menezes (IDEAL (2), 2019)

Analyzing the impact of data representations in classification problems using clustering. - Felipe Costa Farias; Teresa Bernarda Ludermir; Carmelo J. A. Bastos Filho; Flávio Rosendo Da Silva Oliveira (IJCNN, 2019)

An Unsupervised Analysis of an Alzheimer's Disease Patient Population Using Subspace Search and Hierarchical Density-Based Clustering. - Anderson Vinicius Alves Ferreira; Carmelo J. A. Bastos Filho; Anthony José da Cunha Carneiro Lins (LA-CCI, 2019)

Detecting Defects in Sanitary Wares Using Deep Learning. - Rodrigo P. Monteiro; Carmelo J. A. Bastos Filho (LA-CCI, 2019)

Optimizing Resource Availability in Composable Data Center Infrastructures. - Leylane Ferreira; Theo Lynn; Patricia Takako Endo; Élisson da Silva Rocha; Kayo Monteiro; Guto Leoni Santos; Francisco Airton Silva; Judith Kelner; Djamel Sadok; Carmelo J. A. Bastos Filho; Pierangelo Rosati (LADC, 2019)

Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes. - Rodrigo P. Monteiro; Mariela Cerrada; Diego Cabrera 001; René-Vinicio Sánchez; Carmelo J. A. Bastos Filho (Comput. Intell. Neurosci., 2019)

Swarm intelligence for clustering - A systematic review with new perspectives on data mining. - Elliackin M. N. Figueiredo; Mariana Macedo; Hugo Valadares Siqueira; Clodomir J. Santana Jr.; Anu Gokhale; Carmelo J. A. Bastos Filho (Eng. Appl. Artif. Intell., 2019)

A novel binary artificial bee colony algorithm. - Clodomir J. Santana Jr.; Mariana Macedo; Hugo Siqueira 001; Anu Gokhale; Carmelo J. A. Bastos Filho (Future Gener. Comput. Syst., 2019)

Assessing optimization algorithms based on ant colony using adapted networks science metrics. - Sergio F. Ribeiro; Carmelo J. A. Bastos Filho (Int. J. Hybrid Intell. Syst., 2019)

Towards Automatic Clustering Analysis Using Traces of Information Gain: The InfoGuide Method. - Paulo Rocha 002; Diego Pinheiro; Martin Cadeiras; Carmelo J. A. Bastos Filho (FLAIRS, 2020)

Investigating the Creation of a Surrogate Model for Adaptive Control of Amplifier Operating Point Using Machine Learning. - Carmelo J. A. Bastos Filho; Leandro M. de Freitas; Erick de A. Barboza; Joaquim F. Martins-Filho (ICTON, 2020)

Using Kullback-Leibler Divergence to Identify Prominent Sensor Data for Fault Diagnosis. - Rodrigo P. Monteiro; Carmelo J. A. Bastos Filho (IDEAL (1), 2020)

A Comparison of Evolutionary Multi-objective Optimization Algorithms Applied to Antenna Design. - Pedro B. Santos; Marcello C. Melo; Everaldo Faustino Jr.; Arismar Cerqueira S. Jr.; Carmelo J. A. Bastos Filho (IDEAL (2), 2020)

An Analysis of Protein Patterns Present in the Saliva of Diabetic Patients Using Pairwise Relationship and Hierarchical Clustering. - Airton Soares; Eduardo Esteves; Nuno Rosa; Ana Cristina Esteves; Anthony Lins; Carmelo J. A. Bastos Filho (IDEAL (1), 2020)

Evaluating Preprocessing Techniques in Identifying Fake News. - Matheus Marinho; Carmelo J. A. Bastos Filho; Anthony Lins (ISDA, 2020)

Guitar Tuner and Song Performance Evaluation Using a NAO robot. - Rodrigo Melo; Rodrigo de Paula Monteiro; José Paulo G. de Oliveira; Bruno de Souza Jeronimo; Carmelo J. A. Bastos Filho; Anna Priscilla de Albuquerque; Judith Kelner (LARS/SBR/WRE, 2020)

Maximizing the Transmission Rate in Optical Systems using Swarm Intelligence. - Felipe C. N. O. Lima; Erick A. Barboza; Joaquim F. Martins-Filho; Carmelo J. A. Bastos Filho (LATINCOM, 2020)

Counting Vehicle with High-Precision in Brazilian Roads Using YOLOv3 and Deep SORT. - Adson M. Santos; Carmelo J. A. Bastos Filho; Alexandre M. A. Maciel; Estanislau Lima (SIBGRAPI, 2020)

Autoencoder latent space: an empirical study. - Leticia V. N. Lapenda; Rodrigo P. Monteiro; Carmelo J. A. Bastos Filho (SSCI, 2020)

Mild Cognitive Impairment Diagnosis and Detecting Possible Labeling Errors in Alzheimer's Disease with an Unsupervised Learning-based Approach. - Gabriel A. Lima; Rodrigo P. Monteiro; Paulo Rocha 002; Anthony José da Cunha Carneiro Lins; Carmelo J. A. Bastos Filho (SSCI, 2020)

Uncovering the social interaction network in swarm intelligence algorithms. - Marcos A. C. Oliveira; Diego Pinheiro; Mariana Macedo; Carmelo J. A. Bastos Filho; Ronaldo Menezes (Appl. Netw. Sci., 2020)

Similarity Based Stratified Splitting: an approach to train better classifiers. - Felipe Costa Farias; Teresa Bernarda Ludermir; Carmelo José Albanez Bastos Filho (CoRR, 2020)

Fishing for interactions: a network science approach to modeling fish school search. - Mariana Macedo; Lydia Taw; Nishant Gurrapadi; Rodrigo C. Lira; Diego Pinheiro; Marcos A. C. Oliveira; Carmelo J. A. Bastos Filho; Ronaldo Menezes (GECCO, 2021)

Counting Vehicle by Axes with High-Precision in Brazilian Roads with Deep Learning Methods. - Adson M. Santos; Carmelo J. A. Bastos Filho; Alexandre M. A. Maciel (ISDA, 2021)

Modelling the Social Interactions in Grey Wolf Optimizer. - Rodrigo C. Lira; Mariana Macedo; Hugo Valadares Siqueira; Ronaldo Menezes; Carmelo J. A. Bastos Filho (LA-CCI, 2021)

Identifying Process Graphs Properties with Network Science Metrics. - Luiz Felipe Vieira Verçosa; Renato Cirne; Carmelo José Albanez Bastos Filho; Byron Leite Dantas Bezerra (LA-CCI, 2021)

Surrogate Model for Adaptive Control of Optical Amplifier Operating Point based on Machine Learning. - Leandro M. de Freitas; Erick de A. Barboza; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (LATINCOM, 2021)

Adapting Optical Amplifier Response Estimation to Consider Non-Flat Input Signals. - Allan Amaro Bezerra Da Silva; Erick de A. Barboza; Carmelo J. A. Bastos Filho; Joaquim F. Martins-Filho (LATINCOM, 2021)

An Exploratory Analysis on a Disinformation Dataset. - Matheus Marinho; Carmelo J. A. Bastos Filho; Anthony Lins (OLA, 2021)

Overview on Binary Optimization Using Swarm-Inspired Algorithms. - Mariana Macedo; Hugo Siqueira 001; Elliackin M. N. Figueiredo; Clodomir J. Santana Jr.; Rodrigo C. Lira; Anu Gokhale; Carmelo J. A. Bastos Filho (IEEE Access, 2021)

Breast cancer diagnosis using thermal image analysis: A data-driven approach based on swarm intelligence and supervised learning for optimized feature selection. - Mariana Macedo; Maíra Santana; Wellington P. dos Santos; Ronaldo Menezes; Carmelo J. A. Bastos Filho (Appl. Soft Comput., 2021)

Simplified binary cat swarm optimization. - Hugo Siqueira 001; Clodomir J. Santana Jr.; Mariana Macedo; Elliackin M. N. Figueiredo; Anuradha Gokhale; Carmelo J. A. Bastos Filho (Integr. Comput. Aided Eng., 2021)

Analysis of Distinct Feature Groups in the Credit Scoring Problem. - Luiz Felipe Vieira Verçosa; Rodrigo C. Lira; Rodrigo P. Monteiro; Kleber D. M. Silva; Jailson O. L. Magalhães; Alexandre M. A. Maciel; Byron L. D. Bezerra; Carmelo J. A. Bastos Filho (J. Inf. Data Manag., 2021)

Classification of patients with diabetes by analyzing the patterns of proteins present in saliva using machine learning. - Rodrigo Costa; Carmelo J. A. Bastos Filho; Anthony Lins (LA-CCI, 2022)

Boolean Binary Grey Wolf Optimizer. - Rodrigo Cesar Lira; Mariana Macedo; Hugo Valadares Siqueira; Carmelo J. A. Bastos Filho (LA-CCI, 2022)

Evaluation of Multi-objective Evolutionary Algorithms for the Design of Resilient OTN over DWDM Networks. - Arysson S. Oliveira; José C. Silva; Danilo R. B. Araújo; Joaquim F. Martins-Filho; Carmelo J. A. Bastos Filho (LA-CCI, 2022)

A Many-Objective Optimization Approach to Generate Synthetic Datasets based on Real-World Classification Problems. - Steffano Xavier Pereira; Péricles B. C. Miranda; Thiago França; Carmelo J. A. Bastos Filho; Tapas Si (LA-CCI, 2022)

Finding Frequent Patterns in a Technological Education Program of Pernambuco, Brazil. - Emilia Rahnemay Kohlman Rabbani; Juliana De Souza Rebouças; Márcia M. De Albuquerque Neves; Gabriel Magalhães Da Luz; Willian Vieira Do Nascimento; Gustavo H. Magalhães Da Luz; Felipe Guerra Lago; Maria Celeste De Sousa Maia; Maicon Herverton Lino Ferreira da Silva Barros; Patricia Takako Endo; Carmelo José Albanez Bastos Filho (LA-CCI, 2022)

Hybrid Models Based on Error Correction to Predict Thermoelectric Power Plants Fuel Consumption. - Elias Amancio Siqueira-Filho; Maira Farias Andrade Lira; Hugo Valadares Siqueira; Carmelo J. A. Bastos Filho (LA-CCI, 2022)

Computational Intelligence-Based Methodology for Antenna Development. - Marcello Caldano De Melo; Pedro Buarque Santos; Everaldo Faustino Jr.; Carmelo J. A. Bastos Filho; Arismar Cerqueira Sodré (IEEE Access, 2022)

Non-invasive embedded system hardware/firmware anomaly detection based on the electric current signature. - José Paulo G. de Oliveira; Carmelo J. A. Bastos Filho; Sérgio Campello Oliveira (Adv. Eng. Informatics, 2022)

Embarrassingly Parallel Independent Training of Multi-Layer Perceptrons with Heterogeneous Architectures. - Felipe Costa Farias; Teresa Bernarda Ludermir; Carmelo José Albanez Bastos Filho (CoRR, 2022)

Have we been Naive to Select Machine Learning Models? Noisy Data are here to Stay! - Felipe Costa Farias; Teresa Bernarda Ludermir; Carmelo José Albanez Bastos Filho (CoRR, 2022)

A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines. - Rodrigo de Paula Monteiro; Mariela Cerrada-Lozada; Diego Roman Cabrera Mendieta; René-Vinicio Sánchez; Carmelo José Albanez Bastos Filho (Expert Syst. Appl., 2022)

Comparing Social Robot Embodiment for Child Musical Education. - Bruno de Souza Jeronimo; Anna Priscilla de Albuquerque Wheler; José Paulo G. de Oliveira; Rodrigo Melo; Carmelo J. A. Bastos Filho; Judith Kelner (J. Intell. Robotic Syst., 2022)

Defining amplifier's gain to maximize the transmission rate in optical systems using evolutionary algorithms and swarm intelligence. - Felipe C. N. O. Lima; Livisghton K. S. Araújo; Ségio A. Silva; Joaquim F. Martins-Filho; Danilo R. B. Araújo; Erick A. Barboza; Arysson S. Oliveira; Carmelo José Albanez Bastos Filho (Photonic Netw. Commun., 2022)

Beyond exploitation: Measuring the impact of local search in swarm-based memetic algorithms through the interactions of individuals in the population. - Clodomir J. Santana Jr.; Marcos Oliveira; Carmelo J. A. Bastos Filho; Ronaldo Menezes (Swarm Evol. Comput., 2022)

Applying Reinforcement Learning for Multiple Functions in Swarm Intelligence. - André A. V. Escorel Ribeiro; Rodrigo Cesar Lira; Mariana Macedo; Hugo Valadares Siqueira; Carmelo J. A. Bastos Filho (BRACIS (2), 2023)

Evaluating Multi-Level Clustering Approaches to Route Sales Agents. - Renan Costa Alencar; Lucas M. R. Santos; Carmelo J. A. Bastos Filho; Augusto Neto 001; Eduardo Kalfels; Fernando Vasconcellos; Marcia Rodrigues; Ivan Fretta; Danilo Silva (LA-CCI, 2023)

Applying Reinforcement Learning to Combine Multiple Swarm-based Algorithms. - Rodrigo Cesar Lira; Mariana Macedo; Hugo Valadares Siqueira; Carmelo J. A. Bastos Filho (LA-CCI, 2023)

Optimization of Deep Neural Networks for Vehicle Classification. - Antonio V. A. Lundgren; Cristian Millán-Arias; Alexandre R. M. Pereira; Lucas M. R. Santos; Carmelo J. A. Bastos Filho; Bruno J. T. Fernandes; Alexandre M. A. Maciel; Jorge Tortato; Alexandre Krzyzanovski; Renan Wille (LA-CCI, 2023)

Novel Image Dataset and Proposal of Framework for Visual Semantic Analysis Applied on Object Dangerousness Prediction. - Antonio Lundgren; Richard Rocha; Byron L. D. Bezerra; Carmelo J. A. Bastos Filho (LA-CCI, 2023)

Impact Assessment of Memetic Operators on Communication Topologies for the PSO. - Carlos Silva; Clodomir J. Santana Jr.; Carmelo J. A. Bastos Filho (LA-CCI, 2023)

An Approach for Analysing Law Processes based on Hierarchical Activities and Clustering. - Luiz Felipe Vieira Verçosa; Carmelo J. A. Bastos Filho; Byron L. D. Bezerra (LA-CCI, 2023)

Integrating Reinforcement Learning and Optimization Task: Evaluating an Agent to Dynamically Select PSO Communication Topology. - Rodrigo Cesar Lira; Mariana Macedo; Hugo Valadares Siqueira; Carmelo J. A. Bastos Filho (ICSI (2), 2023)

Bio-Inspired Multi-Objective Algorithms Applied on the Optimization of the AODV's Routing Recovery Mechanism. - Clodomir J. Santana Jr.; Mariana Macedo; Emilly Pereira Alves; Márcio Guerreiro; Hugo Valadares Siqueira; Anuradha Gokhale; Carmelo J. A. Bastos Filho (IEEE Access, 2023)

Amplified radio-over-fiber system linearization using recurrent neural networks. - Luiz Augusto Melo Pereira; Luciano Leonel Mendes; Carmelo José Albanez Bastos Filho; Arismar Cerqueira Sodré (JOCN, 2023)

Memetic evolutionary algorithms to design optical networks with a local search that improves diversity. - Jorge Candeias; Danilo R. B. Araujo; Péricles B. C. Miranda; Carmelo J. A. Bastos Filho (Expert Syst. Appl., 2023)

HIRS: A Hybrid Information Retrieval System for Legislative Documents. - José Antônio dos Santos; Ellen Souza 001; Carmelo J. A. Bastos Filho; Hidelberg Oliveira Albuquerque; Douglas Vitório; Danilo Carlos Gouveia de Lucena; Nádia Félix F. da Silva; André C. P. L. F. de Carvalho (EPIA (1), 2024)

Entropy-driven ECG Arrhythmia Classification. - Rafael Holanda; Rodrigo Monteiro; Carmelo J. A. Bastos Filho (LA-CCI, 2024)

Exploring Social Dynamics in a Reinforcement Learning-based Metaheuristic: A study using Improvement Frequency and Population Turnover. - Rodrigo Cesar Lira; Mariana Macedo; Hugo Valadares Siqueira; Carmelo J. A. Bastos Filho (LA-CCI, 2024)

Multivariate and hybrid data-driven models to predict thermoelectric power plants fuel consumption. - Elias Amancio Siqueira-Filho; Maira Farias Andrade Lira; Hugo Valadares Siqueira; Carmelo J. A. Bastos Filho (Expert Syst. Appl., 2024)

Towards Robust Facial Recognition: Gabor Filter-Based Feature Extraction for NIR-VIS Heterogeneous Face Recognition. - João V. R. de Andrade; Agostinho Freire; Guilherme Carvalho Pereira; Cristian Millán-Arias; Bruno J. T. Fernandes; Carmelo J. A. Bastos Filho; Jorge Tortato; Luiz Da Rocha; Alexandre M. A. Maciel (SAC, 2025)

VisualSAF-A Novel Framework for Visual Semantic Analysis Tasks. - Antonio V. A. Lundgren; Byron L. D. Bezerra; Carmelo J. A. Bastos Filho (IEEE Access, 2025)

Ulysses Tesemõ: a new large corpus for Brazilian legal and governmental domain. - Felipe Alves Siqueira; Douglas Vitório; Ellen Souza 001; José A. P. Santos; Hidelberg Oliveira Albuquerque; Márcio de Souza Dias; Nádia Félix F. da Silva; André C. P. L. F. de Carvalho; Adriano L. I. Oliveira; Carmelo J. A. Bastos Filho (Lang. Resour. Evaluation, 2025)