Carmelo J. A. Bastos Filho

166 papers A 2B 16C 19Misc 4Journal 52Unranked 72

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Multidimensional Analysis of Swarm Dynamics in a Reinforcement Learning-Based Metaheuristic. BRACIS (1) Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho
2025	J	`jnl`	A Simplified Fish School Search Algorithm for Continuous Single-Objective Optimization. Comput. Elliackin M. N. Figueiredo, Clodomir J. Santana Jr., Hugo Valadares Siqueira, Mariana Macedo, Attilio Converti, Anu Gokhale, Carmelo J. A. Bastos Filho
2025	J	`jnl`	Binary Differential Evolution with a Limited Maximum Number of Dimension Changes. Algorithms Jade Filgueira, Thiago Antonini Alves, Clodomir J. Santana Jr., Attilio Converti, Carmelo J. A. Bastos Filho, Hugo Siqueira
2025	Misc	`conf`	Towards Robust Facial Recognition: Gabor Filter-Based Feature Extraction for NIR-VIS Heterogeneous Face Recognition. SAC 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
2025	—	`conf`	U-FQA: A Unified Face Quality Assessment Score for Improved Unknown Identity Detection in Facial Recognition Systems. ICANN (2) Agostinho Freire, João V. R. de Andrade, Cristian Millán-Arias, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho, Rodrigo P. Monteiro, Jorge Tortato Junior, Alexandre Krzyzanovski, Luiz Gustavo Schitz Da Rocha, Alexandre M. A. Maciel
2025	J	`jnl`	Ulysses Tesemõ: a new large corpus for Brazilian legal and governmental domain. Lang. Resour. Evaluation Felipe Alves Siqueira, Douglas Vitório, Ellen Souza, 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
2025	J	`jnl`	VisualSAF-A Novel Framework for Visual Semantic Analysis Tasks. IEEE Access Antonio V. A. Lundgren, Byron L. D. Bezerra, Carmelo J. A. Bastos Filho
2024	—	`conf`	Entropy-driven ECG Arrhythmia Classification. LA-CCI Rafael Holanda, Rodrigo Monteiro, Carmelo J. A. Bastos Filho
2024	—	`conf`	Exploring Social Dynamics in a Reinforcement Learning-based Metaheuristic: A study using Improvement Frequency and Population Turnover. LA-CCI Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho
2024	—	`conf`	HIRS: A Hybrid Information Retrieval System for Legislative Documents. EPIA (1) José Antônio dos Santos, Ellen Souza, 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
2024	J	`jnl`	Multivariate and hybrid data-driven models to predict thermoelectric power plants fuel consumption. Expert Syst. Appl. Elias Amancio Siqueira-Filho, Maira Farias Andrade Lira, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho
2023	—	`conf`	An Approach for Analysing Law Processes based on Hierarchical Activities and Clustering. LA-CCI Luiz Felipe Vieira Verçosa, Carmelo J. A. Bastos Filho, Byron L. D. Bezerra
2023	—	`conf`	Applying Reinforcement Learning for Multiple Functions in Swarm Intelligence. BRACIS (2) André A. V. Escorel Ribeiro, Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho
2023	—	`conf`	Applying Reinforcement Learning to Combine Multiple Swarm-based Algorithms. LA-CCI Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho
2023	J	`jnl`	Bio-Inspired Multi-Objective Algorithms Applied on the Optimization of the AODV's Routing Recovery Mechanism. IEEE Access Clodomir J. Santana Jr., Mariana Macedo, Emilly Pereira Alves, Márcio Guerreiro, Hugo Valadares Siqueira, Anuradha Gokhale, Carmelo J. A. Bastos Filho
2023	—	`conf`	Evaluating Multi-Level Clustering Approaches to Route Sales Agents. LA-CCI Renan Costa Alencar, Lucas M. R. Santos, Carmelo J. A. Bastos Filho, Augusto Neto, Eduardo Kalfels, Fernando Vasconcellos, Marcia Rodrigues, Ivan Fretta, Danilo Silva
2023	—	`conf`	Impact Assessment of Memetic Operators on Communication Topologies for the PSO. LA-CCI Carlos Silva, Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho
2023	—	`conf`	Integrating Reinforcement Learning and Optimization Task: Evaluating an Agent to Dynamically Select PSO Communication Topology. ICSI (2) Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho
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	—	`conf`	Novel Image Dataset and Proposal of Framework for Visual Semantic Analysis Applied on Object Dangerousness Prediction. LA-CCI Antonio Lundgren, Richard Rocha, Byron L. D. Bezerra, Carmelo J. A. Bastos Filho
2023	—	`conf`	Optimization of Deep Neural Networks for Vehicle Classification. LA-CCI 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
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`	Beyond exploitation: Measuring the impact of local search in swarm-based memetic algorithms through the interactions of individuals in the population. Swarm Evol. Comput. Clodomir J. Santana Jr., Marcos Oliveira, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2022	—	`conf`	Boolean Binary Grey Wolf Optimizer. LA-CCI Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho
2022	—	`conf`	Classification of patients with diabetes by analyzing the patterns of proteins present in saliva using machine learning. LA-CCI Rodrigo Costa, Carmelo J. A. Bastos Filho, Anthony Lins
2022	J	`jnl`	Comparing Social Robot Embodiment for Child Musical Education. J. Intell. Robotic Syst. Bruno de Souza Jeronimo, Anna Priscilla de Albuquerque Wheler, José Paulo G. de Oliveira, Rodrigo Melo, Carmelo J. A. Bastos Filho, Judith Kelner
2022	J	`jnl`	Computational Intelligence-Based Methodology for Antenna Development. IEEE Access Marcello Caldano De Melo, Pedro Buarque Santos, Everaldo Faustino Jr., Carmelo J. A. Bastos Filho, Arismar Cerqueira Sodré
2022	—	`conf`	Evaluation of Multi-objective Evolutionary Algorithms for the Design of Resilient OTN over DWDM Networks. LA-CCI Arysson S. Oliveira, José C. Silva, Danilo R. B. Araújo, Joaquim F. Martins-Filho, Carmelo J. A. Bastos Filho
2022	—	`conf`	Hybrid Models Based on Error Correction to Predict Thermoelectric Power Plants Fuel Consumption. LA-CCI Elias Amancio Siqueira-Filho, Maira Farias Andrade Lira, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho
2022	J	`jnl`	Non-invasive embedded system hardware/firmware anomaly detection based on the electric current signature. Adv. Eng. Informatics José Paulo G. de Oliveira, Carmelo J. A. Bastos Filho, Sérgio Campello Oliveira
2021	—	`conf`	Adapting Optical Amplifier Response Estimation to Consider Non-Flat Input Signals. LATINCOM Allan Amaro Bezerra Da Silva, Erick de A. Barboza, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2021	—	`conf`	An Exploratory Analysis on a Disinformation Dataset. OLA Matheus Marinho, Carmelo J. A. Bastos Filho, Anthony Lins
2021	J	`jnl`	Analysis of Distinct Feature Groups in the Credit Scoring Problem. J. Inf. Data Manag. 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
2021	J	`jnl`	Breast cancer diagnosis using thermal image analysis: A data-driven approach based on swarm intelligence and supervised learning for optimized feature selection. Appl. Soft Comput. Mariana Macedo, Maíra Santana, Wellington P. dos Santos, Ronaldo Menezes, Carmelo J. A. Bastos Filho
2021	C	`conf`	Counting Vehicle by Axes with High-Precision in Brazilian Roads with Deep Learning Methods. ISDA Adson M. Santos, Carmelo J. A. Bastos Filho, Alexandre M. A. Maciel
2021	A	`conf`	Fishing for interactions: a network science approach to modeling fish school search. GECCO Mariana Macedo, Lydia Taw, Nishant Gurrapadi, Rodrigo C. Lira, Diego Pinheiro, Marcos A. C. Oliveira, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2021	—	`conf`	Modelling the Social Interactions in Grey Wolf Optimizer. LA-CCI Rodrigo C. Lira, Mariana Macedo, Hugo Valadares Siqueira, Ronaldo Menezes, Carmelo J. A. Bastos Filho
2021	J	`jnl`	Overview on Binary Optimization Using Swarm-Inspired Algorithms. IEEE Access Mariana Macedo, Hugo Siqueira, Elliackin M. N. Figueiredo, Clodomir J. Santana Jr., Rodrigo C. Lira, Anu Gokhale, Carmelo J. A. Bastos Filho
2021	J	`jnl`	Simplified binary cat swarm optimization. Integr. Comput. Aided Eng. Hugo Siqueira, Clodomir J. Santana Jr., Mariana Macedo, Elliackin M. N. Figueiredo, Anuradha Gokhale, Carmelo J. A. Bastos Filho
2021	—	`conf`	Surrogate Model for Adaptive Control of Optical Amplifier Operating Point based on Machine Learning. LATINCOM Leandro M. de Freitas, Erick de A. Barboza, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2020	—	`conf`	A Comparison of Evolutionary Multi-objective Optimization Algorithms Applied to Antenna Design. IDEAL (2) Pedro B. Santos, Marcello C. Melo, Everaldo Faustino Jr., Arismar Cerqueira S. Jr., Carmelo J. A. Bastos Filho
2020	—	`conf`	An Analysis of Protein Patterns Present in the Saliva of Diabetic Patients Using Pairwise Relationship and Hierarchical Clustering. IDEAL (1) Airton Soares, Eduardo Esteves, Nuno Rosa, Ana Cristina Esteves, Anthony Lins, Carmelo J. A. Bastos Filho
2020	—	`conf`	Autoencoder latent space: an empirical study. SSCI Leticia V. N. Lapenda, Rodrigo P. Monteiro, Carmelo J. A. Bastos Filho
2020	—	`conf`	Counting Vehicle with High-Precision in Brazilian Roads Using YOLOv3 and Deep SORT. SIBGRAPI Adson M. Santos, Carmelo J. A. Bastos Filho, Alexandre M. A. Maciel, Estanislau Lima
2020	C	`conf`	Evaluating Preprocessing Techniques in Identifying Fake News. ISDA Matheus Marinho, Carmelo J. A. Bastos Filho, Anthony Lins
2020	—	`conf`	Guitar Tuner and Song Performance Evaluation Using a NAO robot. LARS/SBR/WRE 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
2020	—	`conf`	Investigating the Creation of a Surrogate Model for Adaptive Control of Amplifier Operating Point Using Machine Learning. ICTON Carmelo J. A. Bastos Filho, Leandro M. de Freitas, Erick de A. Barboza, Joaquim F. Martins-Filho
2020	—	`conf`	Maximizing the Transmission Rate in Optical Systems using Swarm Intelligence. LATINCOM Felipe C. N. O. Lima, Erick A. Barboza, Joaquim F. Martins-Filho, Carmelo J. A. Bastos Filho
2020	—	`conf`	Mild Cognitive Impairment Diagnosis and Detecting Possible Labeling Errors in Alzheimer's Disease with an Unsupervised Learning-based Approach. SSCI Gabriel A. Lima, Rodrigo P. Monteiro, Paulo Rocha, Anthony José da Cunha Carneiro Lins, Carmelo J. A. Bastos Filho
2020	Misc	`conf`	Towards Automatic Clustering Analysis Using Traces of Information Gain: The InfoGuide Method. FLAIRS Paulo Rocha, Diego Pinheiro, Martin Cadeiras, Carmelo J. A. Bastos Filho
2020	J	`jnl`	Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method. CoRR Paulo Rocha, Diego Pinheiro, Martin Cadeiras, Carmelo J. A. Bastos Filho
2020	J	`jnl`	Uncovering the social interaction network in swarm intelligence algorithms. Appl. Netw. Sci. Marcos A. C. Oliveira, Diego Pinheiro, Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2020	—	`conf`	Using Kullback-Leibler Divergence to Identify Prominent Sensor Data for Fault Diagnosis. IDEAL (1) Rodrigo P. Monteiro, Carmelo J. A. Bastos Filho
2019	J	`jnl`	A novel binary artificial bee colony algorithm. Future Gener. Comput. Syst. Clodomir J. Santana Jr., Mariana Macedo, Hugo Siqueira, Anu Gokhale, Carmelo J. A. Bastos Filho
2019	—	`conf`	An Unsupervised Analysis of an Alzheimer's Disease Patient Population Using Subspace Search and Hierarchical Density-Based Clustering. LA-CCI Anderson Vinicius Alves Ferreira, Carmelo J. A. Bastos Filho, Anthony José da Cunha Carneiro Lins
2019	B	`conf`	Analyzing the impact of data representations in classification problems using clustering. IJCNN Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo J. A. Bastos Filho, Flávio Rosendo Da Silva Oliveira
2019	J	`jnl`	Assessing optimization algorithms based on ant colony using adapted networks science metrics. Int. J. Hybrid Intell. Syst. Sergio F. Ribeiro, Carmelo J. A. Bastos Filho
2019	B	`conf`	Characterizing the Social Interactions in the Artificial Bee Colony Algorithm. CEC Lydia Taw, Nishant Gurrapadi, Mariana Macedo, Marcos A. C. Oliveira, Diego Pinheiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2019	J	`jnl`	Characterizing the Social Interactions in the Artificial Bee Colony Algorithm. CoRR Lydia Taw, Nishant Gurrapadi, Mariana Macedo, Marcos A. C. Oliveira, Diego Pinheiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2019	—	`conf`	Detecting Defects in Sanitary Wares Using Deep Learning. LA-CCI Rodrigo P. Monteiro, Carmelo J. A. Bastos Filho
2019	B	`conf`	Investigation of College Dropout with the Fuzzy C-Means Algorithm. ICALT Mariana Macedo, Clodomir J. Santana Jr., Hugo Siqueira, Rodrigo L. Rodrigues, Jorge Luis Cavalcanti Ramos, João Carlos Sedraz Silva, Alexandre Magno Andrade Maciel, Carmelo J. A. Bastos Filho
2019	—	`conf`	Modelling the Social Interactions in Ant Colony Optimization. IDEAL (2) Nishant Gurrapadi, Lydia Taw, Mariana Macedo, Marcos A. C. Oliveira, Diego Pinheiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2019	—	`conf`	OTN Network Planning Over DWDM Using Computational Intelligence. ICTON 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
2019	—	`conf`	Optimizing Resource Availability in Composable Data Center Infrastructures. LADC 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
2019	B	`conf`	SBFSS: Simplified Binary Fish School Search. CEC Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho, Mariana Macedo, Hugo Siqueira
2019	J	`jnl`	Swarm intelligence for clustering - A systematic review with new perspectives on data mining. Eng. Appl. Artif. Intell. Elliackin M. N. Figueiredo, Mariana Macedo, Hugo Valadares Siqueira, Clodomir J. Santana Jr., Anu Gokhale, Carmelo J. A. Bastos Filho
2019	J	`jnl`	Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes. Comput. Intell. Neurosci. Rodrigo P. Monteiro, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Carmelo J. A. Bastos Filho
2018	J	`jnl`	An adaptive-alternative restoration algorithm for optical networks. Photonic Netw. Commun. Rodrigo C. L. Silva, Joaquim F. Martins-Filho, Carmelo J. A. Bastos Filho
2018	—	`conf`	Boolean Binary Cat Swarm Optimization Algorithm. LA-CCI Hugo Siqueira, Elliackin M. N. Figueiredo, Mariana Macedo, Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho, Anu A. Gokhale
2018	Misc	`conf`	Characterization of Users by Using Hourly and Daily Spatio-Temporal Patterns Extracted from GPS Trajectories. FLAIRS Marcello Tomasini, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2018	—	`conf`	Comparing Machine Learning Techniques for Dementia Diagnosis. LA-CCI Anthony José da Cunha Carneiro Lins, M. T. C. Muniz, Carmelo J. A. Bastos Filho
2018	—	`conf`	Customer Segmentation in a Travel Agency Dataset using Clustering Algorithms. LA-CCI Clodomir J. Santana Jr., Pedro Aguiar, Carmelo J. A. Bastos Filho
2018	B	`conf`	Double-Swarm Binary Particle Swarm Optimization. CEC Hugo Siqueira, Elliackin M. N. Figueiredo, Mariana Macedo, Clodomir J. Santana Jr., Pedro B. Santos, Carmelo J. A. Bastos Filho, Anu A. Gokhale
2018	Misc	`conf`	Improved Multi-Objective Binary Fish School for Feature Selection. FLAIRS Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2018	J	`jnl`	Improving Adaptive Filters for Active Noise Control Using Particle Swarm Optimization. Int. J. Swarm Intell. Res. Rodrigo P. Monteiro, Gabriel A. Lima, José P. G. Oliveira, Daniel S. C. Cunha, Carmelo J. A. Bastos Filho
2018	J	`jnl`	Improving the Performance of the Fish School Search Algorithm. Int. J. Swarm Intell. Res. Rodrigo P. Monteiro, Luiz Felipe Vieira Verçosa, Carmelo J. A. Bastos Filho
2018	J	`jnl`	Inter-domain routing for communication networks using Hierarchical Hopfield Neural Networks. Eng. Appl. Artif. Intell. Hitalo O. Silva, Carmelo J. A. Bastos Filho
2018	B	`conf`	Manyobjective Optimization to Design Physical Topology of Optical Networks with Undefined Node Locations. CEC Jorge C. Nascimento, Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2018	B	`conf`	Non-negative Structured Pyramidal Neural Network for Pattern Recognition. IJCNN Milla S. A. Ferro, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2018	C	`conf`	Optimizing Routes for Medicine Distribution Using Team Ant Colony System. HIS Renan Costa Alencar, Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho
2018	—	`conf`	Optimizing Support Vector Regression with Swarm Intelligence for Estimating the Concrete Compression Strength. MLDM (1) Manoel Alves de Almeida Neto, Roberta Andrade de Araújo Fagundes, Carmelo J. A. Bastos Filho
2018	—	`conf`	Performance Comparison of Clustering Algorithms to Handle Grouping of City Locations. LA-CCI Jorge Candeias do Nascimento, Clodomir J. Santana Jr., Danilo R. B. Araujo, Carmelo J. A. Bastos Filho
2018	J	`jnl`	Pyramidal neural networks with evolved variable receptive fields. Neural Comput. Appl. Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2018	J	`jnl`	Spatio-temporal variations in the urban rhythm: the travelling waves of crime. CoRR Marcos A. C. Oliveira, Eraldo Ribeiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2018	J	`jnl`	Spatio-temporal variations in the urban rhythm: the travelling waves of crime. EPJ Data Sci. Marcos A. C. Oliveira, Eraldo Ribeiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2018	J	`jnl`	Structured Pyramidal Neural Networks. Int. J. Neural Syst. Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2018	J	`jnl`	Unveiling Swarm Intelligence with Network Science - the Metaphor Explained. CoRR Marcos A. C. Oliveira, Diego Pinheiro, Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2018	B	`conf`	Using Multi-objective Algorithms for Optimizing Support Vector Regression Parameters. IJCNN Manoel Alves de Almeida Neto, Roberta Andrade de Araújo Fagundes, Carmelo J. A. Bastos Filho
2017	C	`conf`	A routing algorithm based on fuzzy logics for elastic optical networks. HPSR E. O. Figueiroa, Emerson A. O. Lima, Carmelo J. A. Bastos Filho, Jaciara Clarissa da Silva, André V. S. Xavier, Danilo R. B. Araujo
2017	—	`conf`	Accelerating the convergence of adaptive filters for active noise control using particle swarm optimization. LA-CCI Rodrigo P. Monteiro, Gabriel A. Lima, José P. G. Oliveira, Daniel S. C. Cunha, Carmelo J. A. Bastos Filho
2017	—	`conf`	Application of PSO-based clustering algorithms on educational databases. LA-CCI Pedro B. Santos, Mariana Macedo, Elliackin M. N. Figueiredo, Clodomir J. Santana Jr., Fabiana Soares, Hugo Siqueira, Alexandre Magno Andrade Maciel, Anuradha Gokhale, Carmelo J. A. Bastos Filho
2017	J	`jnl`	Artificial Bee Colony Optimization for Feature Selection of Traffic Sign Recognition. Int. J. Swarm Intell. Res. Diogo L. da Silva, Leticia M. Seijas, Carmelo J. A. Bastos Filho
2017	—	`conf`	Better exploration-exploitation pace, better swarm: Examining the social interactions. LA-CCI Marcos A. C. Oliveira, Diego Pinheiro, Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2017	—	`conf`	Estimating the spectral gain and the noise figure of EDFA using artificial neural networks. ICTON Carmelo J. A. Bastos Filho, Erick de A. Barboza, Joaquim F. Martins-Filho
2017	J	`jnl`	Local and global approaches for the adaptive control of a cascade of amplifiers. Photonic Netw. Commun. 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
2017	B	`conf`	Non-negative pyramidal neural network for parts-based learning. IJCNN Milla S. A. Ferro, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2017	—	`conf`	Pedestrian detection in digital videos using committee of motion feature extractors. LA-CCI Diogo L. da Silva, Leticia M. Seijas, Carmelo J. A. Bastos Filho
2017	C	`conf`	Robustness of physical topologies of optical networks created by variants of Gabriel graphs. HPSR Danilo R. B. Araujo, Carmelo J. A. Bastos Filho
2017	—	`conf`	Surrogate models assisted by neural networks to assess the resilience of networks. LA-CCI Danilo R. B. Araujo, Gustavo H. P. S. de Barros, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2017	J	`jnl`	Using artificial neural networks to select the parameters for the prognostic of mild cognitive impairment and dementia in elderly individuals. Comput. Methods Programs Biomed. 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
2016	J	`jnl`	A fuzzy-swarm based approach for the coordination of unmanned aerial vehicles. J. Intell. Fuzzy Syst. Luiz F. F. de Oliveira, Fernando Buarque de Lima Neto, Sérgio Campello Oliveira, Carmelo J. A. Bastos Filho
2016	—	`conf`	An approach based on network science to detect communities in Social Networks. LA-CCI Victor C. F. Lima, Carmelo J. A. Bastos Filho
2016	—	`conf`	Communication Diversity in Particle Swarm Optimizers. ANTS Conference Marcos A. C. Oliveira, Diego Pinheiro, Bruno Andrade, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2016	—	`conf`	Designing the optical network of Haiti using a multi-objective evolutionary approach. LA-CCI Vital Dupleix, Danilo R. B. Araujo, Carmelo J. A. Bastos Filho
2016	—	`conf`	Human detection in digital videos using motion features extractors. LA-CCI Rodrigo F. S. C. Oliveira, Carmelo J. A. Bastos Filho
2016	—	`conf`	Improving the Binary Fish School Search Algorithm for feature selection. LA-CCI Raphael F. Carneiro, Carmelo J. A. Bastos Filho
2016	—	`conf`	Incorporating an indicator based on modularity to improve routing in optical networks. ICTON Carmelo J. A. Bastos Filho, Danilo R. B. Araujo, Joaquim F. Martins-Filho
2016	J	`jnl`	Many Objective Particle Swarm Optimization. Inf. Sci. Elliackin M. N. Figueiredo, Teresa Bernarda Ludermir, Carmelo J. A. Bastos Filho
2016	—	`conf`	Physical Topology Design of Optical Networks Aided by Many-Objective Optimization Algorithms. BRACIS Elliackin M. N. Figueiredo, Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Teresa Bernarda Ludermir
2016	J	`jnl`	Power series-based algorithm for dedicated protection in WDM optical networks. Photonic Netw. Commun. André V. S. Xavier, Raul Camelo de Andrade Almeida, Daniel A. R. Chaves, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2015	J	`jnl`	A mechanism based on Artificial Bee Colony to generate diversity in Particle Swarm Optimization. Neurocomputing L. N. Vitorino, Sergio F. Ribeiro, Carmelo J. A. Bastos Filho
2015	J	`jnl`	An evolutionary approach with surrogate models and network science concepts to design optical networks. Eng. Appl. Artif. Intell. Danilo R. B. de Araujo, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2015	—	`conf`	Artificial Neural Networks to estimate Blocking Probability of transparent optical networks: A robustness study for different networks. ICTON Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2015	—	`conf`	Heuristic algorithms for regenerator assignment in dynamic translucent elastic optical networks. ICTON Daniel A. R. Chaves, Emerson F. da Silva, Carmelo J. A. Bastos Filho, Helder A. Pereira, Raul C. Almeida
2015	J	`jnl`	Methodology to Obtain a Fast and Accurate Estimator for Blocking Probability of Optical Networks. JOCN Danilo R. B. de Araujo, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2015	J	`jnl`	Multi-Objective Fish School Search. Int. J. Swarm Intell. Res. Carmelo J. A. Bastos Filho, Augusto C. S. Guimarães
2015	J	`jnl`	New Graph Model to Design Optical Networks. IEEE Commun. Lett. Danilo R. B. de Araujo, Joaquim F. Martins-Filho, Carmelo J. A. Bastos Filho
2015	—	`conf`	Pyramidal Neural Networks with Variable Receptive Fields Designed by Genetic Algorithms. GECCO (Companion) Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2015	J	`jnl`	Using network science to assess particle swarm optimizers. Soc. Netw. Anal. Min. Marcos A. C. Oliveira, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2014	B	`conf`	Binary Fish School Search applied to feature selection: Application to ICU readmissions. FUZZ-IEEE Joao A. G. Sargo, Susana M. Vieira, João M. C. Sousa, Carmelo J. A. Bastos Filho
2014	C	`conf`	Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm Optimization. ICANN Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho
2014	—	`conf`	Towards a network-based approach to analyze particle swarm optimizers. SIS Marcos A. C. Oliveira, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2014	—	`conf`	Using the Entropy of the DFT of the Laplacian Eigenvalues to Assess Networks. CompleNet Danilo R. B. de Araujo, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2013	—	`conf`	Assessing Particle Swarm Optimizers Using Network Science Metrics. CompleNet Marcos A. C. Oliveira Junior, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2013	J	`jnl`	On the Analysis of HPSO Improvement by Use of the Volitive Operator of Fish School Search. Int. J. Swarm Intell. Res. George M. Cavalcanti-Júnior, Fernando Buarque de Lima Neto, Carmelo J. A. Bastos Filho
2012	C	`conf`	A Comparative Analysis of FSS with CMA-ES and S-PSO in Ill-Conditioned Problems. IDEAL Anthony José da Cunha Carneiro Lins, Fernando Buarque de Lima Neto, François Fages, Carmelo J. A. Bastos Filho
2012	B	`conf`	A hybrid swarm intelligence optimizer based on particles and artificial bees for high-dimensional search spaces. IEEE Congress on Evolutionary Computation L. N. Vitorino, Sergio F. Ribeiro, Carmelo J. A. Bastos Filho
2012	J	`jnl`	Assessment of the Power Series Routing Algorithm in Translucent, Transparent and Opaque Optical Networks. IEEE Commun. Lett. Joaquim F. Martins-Filho, Jamersson L. de Santana, Helder A. Pereira, Daniel A. R. Chaves, Carmelo J. A. Bastos Filho
2012	C	`conf`	Comparing Particle Swarm Optimization Approaches for Training Multi-Layer Perceptron Neural Networks for Forecasting. IDEAL Saulo M. Santos, Mêuser J. S. Valença, Carmelo J. A. Bastos Filho
2012	J	`jnl`	Novel strategies for sparse regenerator placement in translucent optical networks. Photonic Netw. Commun. Daniel A. R. Chaves, Renan V. B. Carvalho, Helder A. Pereira, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2012	—	`conf`	On the Analysis of a Swarm Intelligence Based Coordination Model for Multiple Unmanned Aerial Vehicles. LARS/SBR Diego M. P. F. Silva, Luiz Felipe F. de Oliveira, Mariana G. M. Macedo, Carmelo J. A. Bastos Filho
2012	—	`conf`	Using Network Science to Define a Dynamic Communication Topology for Particle Swarm Optimizers. CompleNet Marcos A. C. Oliveira Junior, Carmelo J. A. Bastos Filho, Ronaldo Menezes
2011	—	`conf`	A Hybrid Algorithm Based on Fish School Search and Particle Swarm Optimization for Dynamic Problems. ICSI (2) George M. Cavalcanti-Júnior, Carmelo J. A. Bastos Filho, Fernando Buarque de Lima Neto, Rodrigo M. C. S. Castro
2011	J	`jnl`	A methodology to design the link cost functions for impairment aware routing algorithms in optical networks. Photonic Netw. Commun. Daniel A. R. Chaves, Douglas O. Aguiar, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2011	—	`conf`	A performance comparison of multi-objective optimization evolutionary algorithms for all-optical networks design. MCDM Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Erick A. Barboza, Daniel A. R. Chaves, Joaquim F. Martins-Filho
2011	—	`conf`	Adaptive Clan Particle Swarm Optimization. SWIS Murilo Rebelo Pontes, Fernando Buarque de Lima Neto, Carmelo J. A. Bastos Filho
2011	C	`conf`	An efficient multi-objective evolutionary optimizer to design all-optical networks considering physical impairments and CAPEX. ISDA Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Erick A. Barboza, Daniel A. R. Chaves, Joaquim F. Martins-Filho
2011	—	`conf`	Density as the Segregation Mechanism in Fish School Search for Multimodal Optimization Problems. ICSI (2) Salomão Sampaio Madeiro, Fernando Buarque de Lima Neto, Carmelo J. A. Bastos Filho, Elliackin Messias do Nascimento Figueiredo
2011	—	`conf`	Multi-Objective Particle Swarm Optimization using speciation. SWIS Carmelo J. A. Bastos Filho, Péricles B. C. Miranda
2011	—	`conf`	Optimizing a routing algorithm based on Hopfield Neural Networks for Graphic Processing Units. FOCI Carmelo J. A. Bastos Filho, Marcos A. C. Oliveira, Dennis R. C. Silva, Robson A. Santana
2011	C	`conf`	Simple design of Raman fiber amplifiers using a multi-objective optimizer. ISDA 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
2011	J	`jnl`	Wavelength Assignment for Physical-Layer-Impaired Optical Networks Using Evolutionary Computation. JOCN Carmelo J. A. Bastos Filho, Daniel A. R. Chaves, Felipe S. F. e Silva, Helder A. Pereira, Joaquim F. Martins-Filho
2010	C	`conf`	A Particle Swarm Optimization based approach for the maximum coverage problem in cellular base stations positioning. HIS Antônio I. S. Nascimento, Carmelo J. A. Bastos Filho
2010	J	`jnl`	Fast and adaptive impairment aware routing and wavelength assignment algorithm optimized by offline simulations. Opt. Switch. Netw. Daniel A. R. Chaves, Douglas O. Aguiar, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2010	J	`jnl`	Impact of amplifier noise figure modeling in simulations of impairment-aware all-optical networks. Photonic Netw. Commun. Helder A. Pereira, Renan V. B. Carvalho, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2010	C	`conf`	Impact of the Random Number generator quality on particle swarm optimization algorithm running on graphic processor units. HIS Carmelo J. A. Bastos Filho, Marcos A. C. Oliveira, Debora N. O. Nascimento, Alex D. Ramos
2009	C	`conf`	A Multiple Objective Particle Swarm Optimization Approach Using Crowding Distance and Roulette Wheel. ISDA Robson A. Santana, Murilo Rebelo Pontes, Carmelo J. A. Bastos Filho
2009	J	`jnl`	A novel hybrid training method for hopfield neural networks applied to routing in communications networks. Int. J. Hybrid Intell. Syst. Wesnaida H. Schuler, Carmelo J. A. Bastos Filho, Adriano L. I. Oliveira
2009	A	`conf`	Adaptative clustering Particle Swarm Optimization. IPDPS Salomão Sampaio Madeiro, Carmelo J. A. Bastos Filho, Fernando Buarque de Lima Neto, Elliackin M. N. Figueiredo
2009	C	`conf`	Dynamic Clan Particle Swarm Optimization. ISDA Carmelo J. A. Bastos Filho, Danilo Ferreira de Carvalho, Elliackin M. N. Figueiredo, Péricles Barbosa C. de Miranda
2009	—	`ch.`	Fish School Search. Nature-Inspired Algorithms for Optimisation Carmelo J. A. Bastos Filho, Fernando Buarque de Lima Neto, Anthony José da Cunha Carneiro Lins, Antônio I. S. Nascimento, Marília P. Lima
2009	B	`conf`	Impact of the Quality of Random Numbers Generators on the Performance of Particle Swarm Optimization. SMC Carmelo J. A. Bastos Filho, Júlio Dantas Andrade, Marcelo Souza Pita, Alex D. Ramos
2009	J	`jnl`	OSNR model to consider physical layer impairments in transparent optical networks. Photonic Netw. Commun. Helder A. Pereira, Daniel A. R. Chaves, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho
2009	B	`conf`	On the Intelligence of the Swimming Operators in the Fish School Search Algorithm. SMC Carmelo J. A. Bastos Filho, Fernando Buarque de Lima Neto, Maria Fernanda Cavalcanti Sousa, Murilo Rebelo Pontes, Salomão Sampaio Madeiro
2008	B	`conf`	A fast and reliable routing algorithm based on Hopfield Neural Networks optimized by Particle Swarm Optimization. IJCNN Carmelo J. A. Bastos Filho, Wesnaida H. Schuler, Adriano L. I. Oliveira
2008	B	`conf`	A novel search algorithm based on fish school behavior. SMC Carmelo J. A. Bastos Filho, Fernando Buarque de Lima Neto, Anthony José da Cunha Carneiro Lins, Antônio I. S. Nascimento, Marília P. Lima
2008	—	`conf`	Adjusting Weights and Architecture of Neural Networks through PSO with Time-Varying Parameters and Early Stopping. SBRN Lamartine Almeida Teixeira, Felipe T. G. Oliveira, Adriano L. I. Oliveira, Carmelo J. A. Bastos Filho
2008	C	`conf`	An Optimization Mechanism Intended for Two-Level Cache Hierarchy to Improve Energy and Performance Using the NSGAII Algorithm. SBAC-PAD Abel G. Silva-Filho, Carmelo J. A. Bastos Filho, Davi M. A. Falcão, Filipe R. Cordeiro, Rodrigo M. C. S. Castro
2008	B	`conf`	Clan Particle Swarm Optimization. IEEE Congress on Evolutionary Computation Danilo Ferreira de Carvalho, Carmelo J. A. Bastos Filho
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
2007	C	`conf`	A Hybrid Hopfield Network-Simulated Annealing approach to Optimize Routing Processes in Telecommunications Networks. ISDA Wesnaida H. Schuler, Carmelo J. A. Bastos Filho, Adriano L. I. Oliveira
2007	—	`conf`	A Novel Approach for a Routing Algorithm Based on a Discrete Time Hopfield Neural Network. FOCI Carmelo J. A. Bastos Filho, Robson A. Santana, Adriano L. I. Oliveira
2007	C	`conf`	A Novel Hybrid Training Method for Hopfield Neural Networks Applied to Routing in Communications Networks. HIS Wesnaida H. Schuler, Carmelo J. A. Bastos Filho, Adriano L. I. Oliveira
2007	C	`conf`	An Intelligent Mechanism to Explore a Two-Level Cache Hierarchy Considering Energy Consumption and Time Performance. SBAC-PAD Abel G. Silva-Filho, Carmelo J. A. Bastos Filho, Ricardo Massa Ferreira Lima, Davi M. A. Falcão, Filipe R. Cordeiro, Marília P. Lima
2007	—	`conf`	Based on Color Quantization by Genetic Algorithms. ICTAI (1) 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