CARMELO JOSE ALBANEZ BASTOS FILHO

Scopus Publications

The biosynthesis of plant nutraceuticals is modulated by symbiosis with an arbuscular mycorrhizal fungus grown in a high-phosphorus substrate
Rita de Cássia Ribeiro da Luz, Carmelo José Albanez Bastos Filho, Qiang-Sheng Wu, Fábio Sérgio Barbosa da Silva
Rhizosphere, 2026
Phosphorus is a regulatory nutrient in mycorrhizal symbiosis. Notwithstanding, little is known about the efficiency of fungi cultivated in a substrate with high P fertility on the biosynthesis of health-promoting compounds. The study aimed to verify the effect of Acaulospora longula , cultivated in a high-phosphate substrate on the optimization of metabolite production and sun protection factor (SPF) of Zea mays . For this purpose, A. longula was cultivated at two P levels: low P [3 μM KH 2 PO 4 ] and high P [15 μM KH 2 PO 4 ] and inoculated in Z. mays grown in a substrate with two levels of phosphate fertility (22 mg P dm -3 and 39 mg P dm -3 ). The leaves were harvested to evaluate the production of soluble carbohydrates, phenols, tannins, flavonoids, proanthocyanidins, flavonols, aboveground dry matter, and SPF. Contrary to expectations, A. longula grown at high P was more effective at enhancing the production of bioactive compounds in maize grown in the substrate without additional P. On the other hand, a synergistic effect was observed with the isolate grown at low P conditions and a dose of 39 mg P dm -3 , which resulted in improved synthesis of phenols, tannins, flavonoids, and flavonols. The same fungal isolate also enhanced SPF and proanthocyanidin accumulation, regardless of substrate P levels. It is concluded that A. longula is an alternative for increasing the biosynthesis of bioactive compounds relevant to the herbal medicine and phytocosmetics industries. Thus, producers can opt for A. longula cultivated in high P to reduce phosphate fertilizer expenses and to obtain a phytomass of quality due to a higher concentration of health-promoting compounds or A. longula cultivated in low P combined with a fertilizer investment to obtain phytomass with improved bioactive content. • Acaulospora longula produced in a low P substrate keeps its infectivity; • Inoculum production in a P-enriched substrate reduces A. longula infectivity; • Inoculum produced in high P increases metabolite production in maize grown in low P; • Inoculum produced in high P reduces phenolic production in maize cultivated in high P.
Mycorrhizal consortium: an option to modulate leaf lectin biosynthesis
Caio Bezerra Barreto, Francisco Chagas Barbalho Neto, Carmelo José Albanez Bastos-Filho, Qiang-Sheng Wu, Michele Dalvina Correia da Silva, Fábio Sérgio Barbosa da Silva
Rhizosphere, 2026
A Multidimensional Analysis of Swarm Dynamics in a Reinforcement Learning-Based Metaheuristic
Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo Bastos-Filho
Lecture Notes in Computer Science, 2026
U-FQA: A Unified Face Quality Assessment Score for Improved Unknown Identity Detection in Facial Recognition Systems
Agostinho Freire, João V. R. de Andrade, Cristian Millan-Arias, Bruno J. T. Fernandes, Carmelo Bastos-Filho, Rodrigo Monteiro, Jorge Tortato Junior, Alexandre Krzyzanovski, Luiz Gustavo Schitz Da Rocha, Alexandre M. A. Maciel
Lecture Notes in Computer Science, 2026
24 years of cold storage of an AMF inoculant does not affect its symbiotic efficiency
Eduarda Lins Falcão, Carmelo José Albanez Bastos Filho, Fábio Sérgio Barbosa da Silva
Rhizosphere, 2025
Hybrid Routing and Spectrum Allocation in Elastic Optical Networks by Machine Learning and Topological Metrics
Renan Carvalho, Diego Pinheiro, Henrique Dinarte, Raul Almeida, Carmelo Bastos-Filho
Optics, 2025
To meet the increasing demands for data, elastic optical networks (EONs) require highly efficient resource management. While classical Routing and Spectrum Assignment (RSA) algorithms establish a path and allocate spectrum, advanced versions such as Routing, Modulation-format-selection, and Spectrum Assignment (RMSA) also optimize modulation format selection. However, these approaches often lack adaptability to diverse network aspects. The hybrid routing and spectrum assignment (HRSA) algorithm offers a more flexible and robust approach by providing multiple choices between route (resource savings) and spectrum prioritization (fragmentation mitigation and network load balancing) for each network node pair. Despite its potential, the adaptive nature of HRSA introduces complexity, and the influence of topological features on its decisions remains not fully understood. This knowledge gap hinders the ability to optimize network design and resource allocation fully. This paper examines how topological features influence HRSA’s adaptive decisions regarding routing and spectrum assignment prioritization for source-destination node pairs in EONs. By employing machine learning approaches—Decision Tree (DT), Random Forest (RF), Extreme Gradient Boosting (XGBoost), and Support Vector Machine (SVM)—we model and identify the key topological features that influence HRSA’s decision-making. Then, we compare the models generated by each approach and extract insights using an a posteriori analysis technique to evaluate feature importance. Our results show the algorithm’s behavior is highly predictable (over 91% accuracy), with decisions driven primarily by the network’s structure and node metrics. This work advances the understanding of how topological features influence the RSA problem.
Bioactive plant secondary metabolite production enhanced by AMF choice in mixed inoculum
Caio Bezerra Barreto, Rupam Kapoor, Qiang-Sheng Wu, Mohamed Hijri, Odair Alberton, Carmelo José Albanez Bastos-Filho, Michele Dalvina Correia da Silva, Fábio Sérgio Barbosa da Silva
Rhizosphere, 2025
ACOP-MB: Amplifiers operating point optimization to increase QoT in multiband scenarios
Felipe C.N.O. Lima, Erick A. Barboza, Leonardo D. Coelho, Carmelo J.A. Bastos-Filho, Joaquim F. Martins-Filho
Optical Fiber Technology, 2025
The growing demand for data, driven by the increase in internet users and the need for higher bandwidth services, puts significant pressure on network infrastructures. In this context, maximizing the efficiency of optical networks has been a common effort among companies and academic groups. One promising approach to tackling this challenge is the use of multi-band optical transmissions, which make it possible to increase the data transmission capacity of an optical link. Rather than simply expanding the physical infrastructure, this solution seeks to maximize the use of existing resources. Due to the SRS (Stimulated Raman Scattering) effect, which is significantly present in multiband scenarios, as well as the wavelength-dependent parameters such as attenuation and effective area that increase complexity in these scenarios, a combined and simultaneous optimization process is required for the launch power and amplifiers for each band present on the link. Therefore, in this work, we present a new approach to optimizing QoT (Quality of Transmission) in a multiband scenario, called ACOP-MB (Adaptive Control of Operating Point - Multiband), which uses a genetic algorithm for optimization. We considered optical links with 360 and 440 km, 386 transmission channels in the S, C and L bands simultaneously, and EDFAs (Erbium Doped Fiber Amplifiers) and TDFA (Thulium Doped Fiber Amplifier). The proposed approach achieved a GSNR (Generalized Signal-to-Noise Ratio) of 14.34 dB over a distance of 360 km, representing a gain of approximately 7 dB over traditional loss compensation approach. In addition, ACOP-MB presented a transmission rate around 32 Tb/s higher when compared to the loss compensation approach, in the studied scenario, demonstrating its potential for optimizing the performance of multiband systems in advanced optical networks. • New GNPy version with power mask-based model for multiband systems. • Single-band optimization is not effective for multiband transmission. • Launch power must be optimized in addition to amplifier gain. • ACOP technique updated to support multiband transmission scenarios.
Binary Differential Evolution with a Limited Maximum Number of Dimension Changes
Jade Filgueira, Thiago Antonini Alves, Clodomir Santana, Attilio Converti, Carmelo J. A. Bastos-Filho, Hugo Siqueira
Algorithms, 2025
Evolutionary Algorithms (EAs) are those based on the phenomenon of survival of the fittest. Differential Evolution (DE) is a member of this family, and it is well-suited for handling problems with real-valued variables. However, to use DE to solve binary problems, it is necessary to employ some adaptation. The primary objective of the present study is to develop a new binary version of DE. The proposed algorithm is called Binary Differential Evolution with a limited maximum number of dimension changes (NBDE), and it was tested with the OneMax Problem, five variants of the Knapsack Problem (KP), and Feature Selection (FS). The results showed that NBDE is competitive and superior to the other tested algorithms in many instances. For the 0/1 KP and 0/1 Multidimensional KP, NBDE outperforms all the other algorithms for all instances. For the FS problem, the proposed algorithm demonstrates good accuracy as its primary quality. The proposed algorithm exhibits a satisfactory performance, particularly in high-dimensional problems, which appears to be a quality inherited from the method that inspired its creation. This is particularly interesting because it provides empirical evidence that the importation of operators can perpetuate a pattern of behavior in algorithms with different structures.
Does Mycorrhizal Biotechnology Modulate Lectin Accumulation in the Stem of Schinus terebinthifolia Raddi Seedlings?
Caio Bezerra Barreto, Francisco Chagas Barbalho Neto, Carmelo José Albanez Bastos-Filho, Qiang-Sheng Wu, Michele Dalvina Correia da Silva, Fábio Sérgio Barbosa da Silva
ACS Omega, 2025
stems and its relation to the production of other bioactive compounds. It suggests that AMF can quantitatively and qualitatively modulate lectin accumulation, a process closely tied to the host's anabolism.
Anti-tyrosinase activity of Hymenaea martiana is increased by arbuscular mycorrhizal fungi inoculated into the rhizosphere
Brena Coutinho Muniz, Carlos André Ribeiro Costa, Eduarda Lins Falcão, Jackson Roberto Guedes da Silva Almeida, Qiang-Sheng Wu, Carmelo José Albanez Bastos Filho, Fábio Sérgio Barbosa da Silva
Rhizosphere, 2025
Defining optical amplifiers gains using reinforcement learning
José Carlos P. Filho, Allan A.B. Silva, Tiago C.C. da Silva, Erick A. Barboza, Raul C. Almeida, Carmelo J.A. Filho, Raouf Boutaba
Optical Fiber Technology, 2025
Multi-objective evolutionary algorithm for the design of resilient OTN over DWDM networks
Jose C. Silva, Andre V.S. Xavier, Joaquim F. Martins-Filho, Carmelo J.A. Bastos-Filho, Daniel A.R. Chaves, Arysson S. Oliveira, Raul C. Almeida, Danilo R.B. Araujo, Jose A. Martins
Optical Fiber Technology, 2025
Ulysses Tesemõ: a new large corpus for Brazilian legal and governmental domain
Felipe A. Siqueira, Douglas Vitório, Ellen Souza, José A. P. Santos, Hidelberg O. Albuquerque, Márcio S. Dias, Nádia F. F. Silva, André C. P. L. F. de Carvalho, Adriano L. I. Oliveira, Carmelo Bastos-Filho
Language Resources and Evaluation, 2025
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 Millan-Arias, Bruno Fernandes, Carmelo Bastos-Filho, Jorge Tortato, Luiz Da Rocha, Alexandre M. A. Maciel
Proceedings of the ACM Symposium on Applied Computing, 2025
A Simplified Fish School Search Algorithm for Continuous Single-Objective Optimization
Elliackin Figueiredo, Clodomir Santana, Hugo Valadares Siqueira, Mariana Macedo, Attilio Converti, Anu Gokhale, Carmelo Bastos-Filho
Computation, 2025
A Hybrid Approach to Quantify the Structure and Dynamics of Vascular System
Hitalo Silva, Carmelo Bastos-Filho, Diego Silva
Lecture Notes in Networks and Systems, 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
Systematic Literature Review of the Use of Computational Intelligence in the Routing and Spectrum Assignment Problem in Elastic Optical Networks
Renan V. B. Carvalho, Henrique A. Dinarte, Raul C. Almeida Jr., Carmelo J. A. Bastos-Filho
Journal of Microwaves Optoelectronics and Electromagnetic Applications, 2025
Network-Centric Analysis of Memetic Operators and Communication Topologies for Swarm Intelligence Algorithms
Carlos Silva, Clodomir Santana, Ronaldo Menezes, Carmelo Bastos-Filho
Springer Proceedings in Complexity, 2025
The Role of Topological Features in Routing and Spectrum Assignment Prioritization: A Decision Tree Analysis for Elastic Optical Networks
Renan V. B. Carvalho, Diego Pinheiro, Henrique A. Dinarte, Raul C. Almeida, Carmelo J. A. Bastos-Filho
2025 SBMO IEEE MTT S International Microwave and Optoelectronics Conference Imoc 2025, 2025
A Strategy for Resource Allocation in Elastic Optical Networks Aiming to Reduce Physical Layer Impairments and Spectral Fragmentation
Sergio Amaral da Silva, Carmelo Bastos-Filho, Danilo R. B. de Araújo, Raul C. de Almeida, Joaquim F. Martins-Filho
2025 SBMO IEEE MTT S International Microwave and Optoelectronics Conference Imoc 2025, 2025
A Methodology to Comprehend the Features Importance in Hybrid RSA Using ML
Renan V. B. Carvalho, Diego Pinheiro, Henrique A. Dinarte, Raul C. Almeida, Carmelo J. A. Bastos-Filho
2025 Sbfoton International Optics and Photonics Conference Sbfoton Iopc 2025, 2025
HIRS: A Hybrid Information Retrieval System for Legislative Documents
José Antônio dos Santos, Ellen Souza, Carmelo J. A. Bastos Filho, Hidelberg O. Albuquerque, Douglas Vitório, Danilo Carlos Gouveia de Lucena, Nádia Silva, André de Carvalho
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2025
A Hybrid Framework for Quantifying and Analyzing the Structural Properties of Human Retinal Vessel Networks
Hitalo Silva, Diego Silva, Carmelo Bastos-Filho, Alexandre Rosa, Rafael Albuquerque, Arlington Rodrigues, Luigi Tahara, Luiz Roisman, Samuel Moscavitch
Springer Proceedings in Complexity, 2025
Separate Application of Vermicompost and Mycorrhization Enhances Antioxidant Production and SPF in Anadenanthera colubrina (Vell.) Brenan Seedlings
João Gabriel Lira de Carvalho, Eduarda Lins Falcão, Carmelo José Albanez Bastos Filho, Qiang-Sheng Wu, Fábio Sérgio Barbosa da Silva
Microbiology Research, 2024
Strategy for Resource Allocation in Elastic Optical Networks Considering Physical Layer Impairments and Spectrum Fragmentation
Sergio A. Silva, Carmelo J. A. Bastos-Filho, Danilo R. B. Araújo, Raul C. A. Almeida-Junior
Journal of Microwaves Optoelectronics and Electromagnetic Applications, 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 Systems with Applications, 2024
Global Trends and Practices of Industry 4.0 Applications in the Clothing Sector: A Systematic Literature Review
Renan Albino Monteiro, Djalma Silva Guimarães Junior, Eryka Fernanda Miranda Sobral, Pedro Henrique de Barros Falcão, Fagner José Coutinho de Melo, Carmelo Bastos-Filho
Administrative Sciences, 2024
No synergy between P and AMF inoculation to improve Sun Protection Factor production in Anadenanthera colubrina (Vell.) Brenan leaves
Eduarda Lins Falcão, Caio Bezerra Barreto, Mohamed Hijri, Carmelo José Albanez Bastos Filho, Fábio Sérgio Barbosa da Silva
Rhizosphere, 2024
Entropy-driven ECG Arrhythmia Classification
Rafael Holanda, Rodrigo Monteiro, Carmelo Bastos-Filho
2024 IEEE Latin American Conference on Computational Intelligence La Cci 2024 Proceedings, 2024
Impact of Local Search in the Memetic Particle Swarm Optimization
Francisco Guimarães, Carmelo Bastos-Filho, Clodomir Santana
Handbook of Formal Optimization, 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 Bastos-Filho
2024 IEEE Latin American Conference on Computational Intelligence La Cci 2024 Proceedings, 2024
Opportunities in Neural Networks for Industry 4.0
Rodrigo de Paula Monteiro, José P.G. de Oliveira, Sérgio C. Oliveira, Carmelo J.A.B. Filho
Topics in Artificial Intelligence Applied to Industry 4 0, 2024
Social Interactions Matter: Is Grey Wolf Optimizer a Particle Swarm Optimization Variation?
Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Ronaldo Menezes, Carmelo Bastos-Filho
Springer Proceedings in Complexity, 2024
Hybrid Training for 5G Linearization Systems Based on Machine Learning
Guilherme C. Pereira, Carmelo J. A. Bastos-Filho, Luiz A. M. Pereira, Arismar Cerqueira S., Luciano Leonel Mendes
2024 Sbfoton International Optics and Photonics Conference Sbfoton Iopc 2024, 2024
Exploring the Impact of Topological Features on Ordering Routing and Spectrum Assignment in Elastic Optical Networks
Renan V. B. Carvalho, Diego Pinheiro, Henrique A. Dinarte, Raul C. Almeida, Darli A. De A. Mello, Carmelo J. A. Bastos-Filho
2024 Sbfoton International Optics and Photonics Conference Sbfoton Iopc 2024, 2024
A Comparative Analysis of Deep Learning-Based Methods for Multivariate Time Series Imputation with Varying Missing Rates
Thais P. Mesquita, Diego M. P. F. Silva, Andrea M. N. C. Ribeiro, Iago R. R. Silva, Carmelo J. A. Bastos-Filho, Rodrigo P. Monteiro
Etcm 2024 8th Ecuador Technical Chapters Meeting, 2024
Estimating Capacity and SNR Loss Induced by MDG Using ANNs in Optical SDM Transmission
Lucas Zischler, Ruby S. B. Ospina, Robson A. Colares, Menno Van den Hout, Chigo Okonkwo, Raphael B. Alencar, Carmelo J. A. Bastos Filho, Darli A. A. Mello
2024 Sbfoton International Optics and Photonics Conference Sbfoton Iopc 2024, 2024
Understanding political divisiveness using online participation data from the 2022 French and Brazilian presidential elections
Carlos Navarrete, Mariana Macedo, Rachael Colley, Jingling Zhang, Nicole Ferrada, Maria Eduarda Mello, Rodrigo Lira, Carmelo Bastos-Filho, Umberto Grandi, Jérôme Lang, César A. Hidalgo
Nature Human Behaviour, 2024
Memetic evolutionary algorithms to design optical networks with a local search that improves diversity
Jorge Candeias, Danilo R.B. de Araújo, Péricles Miranda, Carmelo J.A. Bastos-Filho
Expert Systems with Applications, 2023
Novel Machine Learning Linearization Scheme for 6G A-RoF Systems
Luiz Augusto Melo Pereira, Luciano Leonel Mendes, Carmelo José Albanez Bastos-Filho, Arismar Cerqueira Sodré
Journal of Lightwave Technology, 2023
Arbuscular mycorrhizae increase but vermicompost decrease the sun protection factor (SPF) in leaves of Hymenaea martiana Hayne seedlings
Brena Coutinho Muniz, Rupam Kapoor, Jackson Roberto Guedes da Silva Almeida, Carmelo José Albanez Bastos Filho, Fábio Sérgio Barbosa da Silva
Rhizosphere, 2023
Preprocessing Selection for Deep Learning Classification of Arrhythmia Using ECG Time-Frequency Representations
Rafael Holanda, Rodrigo Monteiro, Carmelo Bastos-Filho
Technologies, 2023
Soil microbial respiration and pH modulated by arbuscular mycorrhizal fungi influence the biosynthesis of health-promoting compounds in Anadenanthera colubrina (Vell.) Brenan
Eduarda Lins Falcão, Brena Coutinho Muniz, Carmelo José Albanez Bastos Filho, Rupam Kapoor, Fábio Sérgio Barbosa da Silva
Rhizosphere, 2023
Predicting Thermoelectric Power Plants Diesel/Heavy Fuel Oil Engine Fuel Consumption Using Univariate Forecasting and XGBoost Machine Learning Models
Elias Amancio Siqueira-Filho, Maira Farias Andrade Lira, Attilio Converti, Hugo Valadares Siqueira, Carmelo J. A. Bastos-Filho
Energies, 2023
Embarrassingly Parallel Independent Training of Multi-Layer Perceptrons with Heterogeneous Architectures
Felipe C. Farias, Teresa B. Ludermir, Carmelo J. A. Bastos-Filho
AI Switzerland, 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
Journal of Optical Communications and Networking, 2023
An Approach for Analysing Law Processes based on Hierarchical Activities and Clustering
Luiz Vercosa, Carmelo Bastos-Filho, Byron Bezerra
2023 IEEE Latin American Conference on Computational Intelligence La Cci 2023, 2023
Impact Assessment of Memetic Operators on Communication Topologies for the PSO
Carlos Silva, Clodomir Santana, Carmelo Bastos-Filho
2023 IEEE Latin American Conference on Computational Intelligence La Cci 2023, 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 Bastos-Filho
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2023
Cultivation protocol using a coir-based substrate modulates the concentration of bioactive compounds and the antioxidant activity of Passiflora alata Curtis seedlings
Brena Coutinho Muniz, Eduarda Lins Falcão, Carmelo José Albanez Bastos Filho, Fábio Sérgio Barbosa da Silva
Ciencia E Agrotecnologia, 2023
Novel Image Dataset and Proposal of Framework for Visual Semantic Analysis Applied on Object Dangerousness Prediction
Antonio Lundgren, Richard Rocha, Byron Bezerra, Carmelo Bastos-Filho
2023 IEEE Latin American Conference on Computational Intelligence La Cci 2023, 2023
Applying Reinforcement Learning to Combine Multiple Swarm-based Algorithms
Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo Bastos-Filho
2023 IEEE Latin American Conference on Computational Intelligence La Cci 2023, 2023
Applying Reinforcement Learning for Multiple Functions in Swarm Intelligence
André A. V. Escorel Ribeiro, Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo Bastos-Filho
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2023
Analyzing Machine Learning Paradigms for the Linearization of 5G Radio over Fiber Systems
Guilherme C. Pereira, Carmelo Bastos-Filho, Luiz Augusto Pereira, Luciano Leonel Mendes, Arismar Cerqueira S
20th SBMO IEEE MTT S International Microwave and Optoelectronics Conference Imoc 2023, 2023
Bio-Inspired Multi-Objective Algorithms Applied on the Optimization of the AODV's Routing Recovery Mechanism
Clodomir Santana, Mariana Macedo, Emilly Alves, Marcio T. Guerreiro, Hugo Valadares Siqueira, Anuradha Gokhale, Carmelo J. A. Bastos-Filho
IEEE Access, 2023
A Comparison of DGT and Power Mask for EDFA Modeling in GNPy
Felipe C. N. O. Lima, Allan A. B. Silva, Leonardo V. W. J. Silva, Tiago C. C. Silva, Erick A. Barboza, Carmelo J. A. Bastos-Filho, Leonardo D. Coelho, Joaquim F. Martins-Filho
20th SBMO IEEE MTT S International Microwave and Optoelectronics Conference Imoc 2023, 2023
Adaptive Content Tuning of Social Network Digital Health Interventions Using Control Systems Engineering for Precision Public Health: Cluster Randomized Controlled Trial
Paulo Rocha, Diego Pinheiro, Rodrigo de Paula Monteiro, Ela Tubert, Erick Romero, Carmelo Bastos-Filho, Miriam Nuno, Martin Cadeiras
Journal of Medical Internet Research, 2023
Evaluating Multi-Level Clustering Approaches to Route Sales Agents
Renan C. Alencar, Lucas M. R. Santos, Carmelo J. A. Bastos-Filho, Augusto Viganigo, Eduardo Kalfels, Fernando Vasconcellos, Marcia Rodrigues, Ivan Fretta, Danilo Silva
2023 IEEE Latin American Conference on Computational Intelligence La Cci 2023, 2023
Optimization of Deep Neural Networks for Vehicle Classification
Antonio V. A. Lundgren, Cristian C. M. 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
2023 IEEE Latin American Conference on Computational Intelligence La Cci 2023, 2023
Arbuscular mycorrhizal fungi enhance the Sun Protection Factor (SPF) biosynthesis in Anadenanthera colubrina (Vell.) Brenan leaves
Eduarda Lins Falcão, Carmelo José Albanez Bastos Filho, Fábio Sérgio Barbosa da Silva
Rhizosphere, 2022
Machine Learning-Based Linearization Schemes for Radio Over Fiber Systems
Luiz A. M. Pereira, Luciano L. Mendes, Carmelo J. A. Bastos-Filho, Arismar Cerqueira S. Jr
IEEE Photonics Journal, 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 Loja, Carmelo José Albanez Bastos Filho
Expert Systems with Applications, 2022
The application of coir dust modulates the production of phytochemicals in mycorrhizal Passiflora alata Curtis
Brena Coutinho Muniz, Eduarda Lins Falcão, Carmelo José Albanez Bastos Filho, Fábio Sérgio Barbosa da Silva
Rhizosphere, 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
Journal of Intelligent and Robotic Systems Theory and Applications, 2022
Beyond exploitation: Measuring the impact of local search in swarm-based memetic algorithms through the interactions of individuals in the population
Clodomir Santana, Marcos Oliveira, Carmelo Bastos-Filho, Ronaldo Menezes
Swarm and Evolutionary Computation, 2022
Linearization Schemes for Radio over Fiber Systems Based on Machine Learning Algorithms
Luiz A. M. Pereira, Luciano L. Mendes, Carmelo J. A. Bastos-Filho, S. Arismar Cerqueira
IEEE Photonics Technology Letters, 2022
Systematic Review of Computer Vision Semantic Analysis in Socially Assistive Robotics
Antonio Victor Alencar Lundgren, Matheus Albert Oliveira dos Santos, Byron Leite Dantas Bezerra, Carmelo José Albanez Bastos-Filho
AI Switzerland, 2022
Artificial Intelligence-Based Methods for Business Processes: A Systematic Literature Review
Poliana Gomes, Luiz Verçosa, Fagner Melo, Vinícius Silva, Carmelo Bastos Filho, Byron Bezerra
Applied Sciences Switzerland, 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 J. A. Bastos-Filho
Photonic Network Communications, 2022
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
Lecture Notes in Networks and Systems, 2022
Chemical sample classification using autoencoder-based spectroscopy
Jose Paulo G. De Oliveira, Carmelo J. A. Bastos-Filho, Sergio Campello Oliveira
Sbfoton Iopc 2022 Sbfoton International Optics and Photonics Conference, 2022
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
Proceedings 2022 IEEE Latin American Conference on Computational Intelligence La Cci 2022, 2022
Machine Learning Applied to 6G Radio over Fiber Systems Linearization
Luiz A. M. Pereira, Luciano L. Mendes, Carmelo J. A. Bastos-Filho, S. Arismar Cerqueira
International Conference on Electrical Computer Communications and Mechatronics Engineering Iceccme 2022, 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
Proceedings 2022 IEEE Latin American Conference on Computational Intelligence La Cci 2022, 2022
Boolean Binary Grey Wolf Optimizer
Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo Bastos-Filho
Proceedings 2022 IEEE Latin American Conference on Computational Intelligence La Cci 2022, 2022
Computational Intelligence-Based Methodology for Antenna Development
Marcello Caldano De Melo, Pedro Buarque Santos, Everaldo Faustino, Carmelo J. A. Bastos-Filho, Arismar Cerqueira Sodre
IEEE Access, 2022
Evaluation of Multi-objective Evolutionary Algorithms for the Design of Resilient OTN over DWDM Networks
Arysson S. Oliveira, Jose C. Silva, Danilo R. B. Araujo, Joaquim F. Martins-Filho, Carmelo J. A. Bastos-Filho
Proceedings 2022 IEEE Latin American Conference on Computational Intelligence La Cci 2022, 2022
A Many-Objective Optimization Approach to Generate Synthetic Datasets based on Real-World Classification Problems
Steffano Pereira, Pericles Miranda, Thiago Franca, Carmelo J. A. Bastos-Filho, Tapas Si
Proceedings 2022 IEEE Latin American Conference on Computational Intelligence La Cci 2022, 2022
Estimating Amplifier Cascade Output Signal Using an Artificial Neural Network and Considering Tilted Signals
Jose C. P. Filho, Erick de A. Barboza, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho, Marcionilo J. Silva
Sbfoton Iopc 2022 Sbfoton International Optics and Photonics Conference, 2022
Finding Frequent Patterns in a Technological Education Program of Pernambuco, Brazil
Emilia Rahnemay Kohlman Rabbani, Juliana De Souza Reboucas, Marcia M. De Albuquerque Neves, Gabriel Magalhaes Da Luz, Willian Vieira Do Nascimento, Gustavo H. Magalhaes Da Luz, Felipe Guerra Lago, Maria Celeste De Sousa Maia, Maicon H. L. Ferreira Da Silva Barros, Patricia Takako Endo, Carmelo Jose Albanez Bastos-Filho
Proceedings 2022 IEEE Latin American Conference on Computational Intelligence La Cci 2022, 2022
Breast cancer diagnosis using thermal image analysis: A data-driven approach based on swarm intelligence and supervised learning for optimized feature selection
Mariana Macedo, Maira Santana, Wellington P. dos Santos, Ronaldo Menezes, Carmelo Bastos-Filho
Applied Soft Computing, 2021
Acaulospora longula Spain & N.C. Schenck: A low-cost bioinsumption to optimize phenolics and saponins production in Passiflora alata Curtis
Brena Coutinho Muniz, Eduarda Lins Falcão, Rodrigo de Paula Monteiro, Emanuela Lima dos Santos, Carmelo José Albanez Bastos Filho, Fábio Sérgio Barbosa da Silva
Industrial Crops and Products, 2021
Fishing for interactions: A network science approach to modeling fish school search
Mariana Macedo, Lydia Taw, Nishant Gurrapadi, Rodrigo C. Lira, Diego Pinheiro, Marcos Oliveira, Carmelo Bastos-Filho, Ronaldo Menezes
Gecco 2021 Proceedings of the 2021 Genetic and Evolutionary Computation Conference, 2021
Machine Learning Applied in SARS-CoV-2 COVID 19 Screening using Clinical Analysis Parameters
Rodrigo Felipe Albuquerque Paiva de Oliveira, Carmelo Jose Albanez Bastos Filho, Ana Clara A. M. V. F. de Medeiros, Pedro Jose Buarque Lins dos Santos, Daniela Lopes Freire
IEEE Latin America Transactions, 2021
An Exploratory Analysis on a Disinformation Dataset
Matheus Marinho, Carmelo J. A. Bastos-Filho, Anthony Lins
Communications in Computer and Information Science, 2021
OSNR Ripple and Tilt: Comparison between PSO and MOO ACOP Techniques for EDFAs Links
Felipe C. N. O. Lima, Carmelo J. A. Bastos-Filho, Erick A. Barboza, Joaquim F. Martins-Filho
2021 SBMO IEEE MTT S International Microwave and Optoelectronics Conference Imoc 2021, 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
Proceedings 2021 IEEE Latin American Conference on Communications Latincom 2021, 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
Proceedings 2021 IEEE Latin American Conference on Communications Latincom 2021, 2021
Modelling the Social Interactions in Grey Wolf Optimizer
Rodrigo C. Lira, Mariana Macedo, Hugo Valadares Siqueira, Ronaldo Menezes, Carmelo Bastos-Filho
2021 IEEE Latin American Conference on Computational Intelligence La Cci 2021, 2021
Simplified binary cat swarm optimization
Hugo Siqueira, Clodomir Santana, Mariana Macedo, Elliackin Figueiredo, Anuradha Gokhale, Carmelo Bastos-Filho
Integrated Computer Aided Engineering, 2021
Optical Amplifier Response Estimation Considering Non-Flat Input Signals Characterization Based on Artificial Neural Networks
Erick de Andrade Barboza, Allan Amaro Bezerra da Silva, José Carlos Pinheiro Filho, Marcionilo José da Silva, Carmelo J. A. Bastos-Filho, Joaquim Ferreira Martins-Filho
Journal of Lightwave Technology, 2021
Comparison of Machine Learning Algorithms for Application in Antenna Design
E. Faustino, M. C. Melo, P. Buarque, Carmelo J.A. Bastos-Filho, S. Arismar Cerqueira, Erick A. Barboza
2021 SBMO IEEE MTT S International Microwave and Optoelectronics Conference Imoc 2021, 2021
Overview on Binary Optimization Using Swarm-Inspired Algorithms
Mariana Macedo, Hugo Siqueira, Elliackin Figueiredo, Clodomir Santana, Rodrigo C. Lira, Anu Gokhale, Carmelo Bastos-Filho
IEEE Access, 2021
Heuristic planning algorithm for sharing restoration interfaces in OTN over DWDM networks
A.V.S. Xavier, J.C. Silva, J.F. Martins-Filho, C.J.A. Bastos-Filho, D.A.R. Chaves, R.C.A. Almeida Jr., D.R.B. Araujo, J.A. Martins
Optical Fiber Technology, 2021
Analyzing the Objective Functions for Multi-Objective Optimization of the Amplifier Adaptive Control of Operating Point
Erick A. Barboza, Carmelo J. A. Bastos-Filho, Daniel A. R. Chaves, Joaquim F. Martins-Filho, Leonardo D. Coelho, Raul C. Almeida, Marcionilo J. Silva, Danilo R. B. de Araujo, Jose A. Martins
2021 SBMO IEEE MTT S International Microwave and Optoelectronics Conference Imoc 2021, 2021
Multi-objective Optimization of Amplifier Operating Point and Launch Signal Power Pre-emphasis in a Cascade of EDFAs
Erick A. Barboza, Carmelo J. A. Bastos-Filho, Daniel A. R. Chaves, Joaquim F. Martins-Filho, Leonardo D. Coelho, Raul C. Almeida, Marcionilo J. Silva, Andre V. S. Xavier, Danilo R. B. de Araujo, Jose A. Martins
2021 SBMO IEEE MTT S International Microwave and Optoelectronics Conference Imoc 2021, 2021
Autoencoder latent space: An empirical study
Leticia V. N. Lapenda, Rodrigo P. Monteiro, Carmelo J. A. Bastos-Filho
2020 IEEE Symposium Series on Computational Intelligence Ssci 2020, 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, Anthony J. C. C. Lins, Carmelo J. A. Bastos-Filho
2020 IEEE Symposium Series on Computational Intelligence Ssci 2020, 2020
Uncovering the social interaction network in swarm intelligence algorithms
Marcos Oliveira, Diego Pinheiro, Mariana Macedo, Carmelo Bastos-Filho, Ronaldo Menezes
Applied Network Science, 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
Proceedings 2020 IEEE Latin American Conference on Communications Latincom 2020, 2020
Guitar Tuner and Song Performance Evaluation Using a NAO robot
Rodrigo Melo, Rodrigo de Paula Monteiro, Jose Paulo G. de Oliveira, Bruno Jeronimo, Carmelo J. A. Bastos-Filho, Anna Priscilla de Albuquerque, Judith Kelner
2020 Latin American Robotics Symposium 2020 Brazilian Symposium on Robotics and 2020 Workshop on Robotics in Education LARS Sbr Wre 2020, 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
Proceedings 2020 33rd Sibgrapi Conference on Graphics Patterns and Images Sibgrapi 2020, 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
International Conference on Transparent Optical Networks, 2020
Using Kullback-Leibler Divergence to Identify Prominent Sensor Data for Fault Diagnosis
Rodrigo P. Monteiro, Carmelo J. A. Bastos-Filho
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2020
Assessing Ant Colony Optimization Using Adapted Networks Science Metrics
Sergio F. Ribeiro, Carmelo J. A. Bastos-Filho
Advances in Intelligent Systems and Computing, 2020
Optimizing Routes for Medicine Distribution Using Team Ant Colony System
Renan Costa Alencar, Clodomir J. Santana, Carmelo J. A. Bastos-Filho
Advances in Intelligent Systems and Computing, 2020
Towards automatic clustering analysis using traces of information gain: The infoguide method
Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference Flairs 2020, 2020
A Comparison of Evolutionary Multi-objective Optimization Algorithms Applied to Antenna Design
Pedro B. Santos, Marcello C. Melo, Everaldo Faustino, Arismar Cerqueira S., Carmelo J. A. Bastos-Filho
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 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
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2020
Investigation of Spectral Tilt and OSNR in Cascade of EDFA with Linear Signal Power Pre-emphasis
Marcionilo Jose da Silva, Leonardo Didier Coelho, Joaquim Ferreira Martins Filho, Raul C. Almeida, Erick de Andrade Barboza, Carmelo J. A. Bastos Filho, Daniel A. R. Chaves, Jose Carneiro Maranhao Neto
2019 SBMO IEEE MTT S International Microwave and Optoelectronics Conference Imoc 2019, 2019
Detecting Defects in Sanitary Wares Using Deep Learning
Rodrigo P. Monteiro, Carmelo J. A. Bastos-Filho
2019 IEEE Latin American Conference on Computational Intelligence La Cci 2019, 2019
An Unsupervised Analysis of an Alzheimer's Disease Patient Population Using Subspace Search and Hierarchical Density-Based Clustering
Anderson V. A. Ferreira, Carmelo J. A. Bastos Filho, Anthony J. C. C. Lins
2019 IEEE Latin American Conference on Computational Intelligence La Cci 2019, 2019
Optimizing resource availability in composable data center infrastructures
Leylane Ferreira, Elisson da Silva Rocha, Kayo Henrique C. Monteiro, Guto Leoni Santos, Francisco Airton Silva, Judith Kelner, Djamel Sadok, Carmelo J. A. Bastos Filho, Pierangelo Rosati, Theo Lynn, Patricia Takako Endo
2019 9th Latin American Symposium on Dependable Computing Ladc 2019 Proceedings, 2019
Power Tilt Analysis of Solutions obtained from Multi-objective Optimization of Amplifier Adaptive Control of Operating Point
Erick de A. Barboza, Carmelo J.A. Bastos-Filho, Joaquim F. Martins-Filho
2019 Sbfoton International Optics and Photonics Conference Sbfoton Iopc 2019, 2019
A novel binary artificial bee colony algorithm
Clodomir J. Santana, Mariana Macedo, Hugo Siqueira, Anu Gokhale, Carmelo J.A. Bastos-Filho
Future Generation Computer Systems, 2019
Adaptive control of optical amplifier operating point using voa and multi-objective optimization
Erick de Andrade Barboza, Carmelo J. A. Bastos-Filho, Joaquim F. Martins Filho
Journal of Lightwave Technology, 2019
Analyzing the impact of data representations in classification problems using clustering
Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo J. A. Bastos-Filho Ecomp, Flavio Rosendo da Silva Oliveira
Proceedings of the International Joint Conference on Neural Networks, 2019
OTN network planning over DWDM using computational intelligence
J. C. da Silva, C. J. A. Bastos-Filho, R. C. Almeida-Junior, D. A. R. Chaves, D. R. B. Araujo, A. V. S. Xavier, J. F. Martins-Filho
International Conference on Transparent Optical Networks, 2019
Investigation of college dropout with the fuzzy c-means algorithm
Mariana Macedo, Clodomir Santana, Hugo Siqueira, Rodrigo L. Rodrigues, Jorge Luis C. Ramos, Joao Carlos S. Silva, Alexandre Magno Andrade Maciel, Carmelo J. A. Bastos-Filho
Proceedings IEEE 19th International Conference on Advanced Learning Technologies Icalt 2019, 2019
Assessing optimization algorithms based on ant colony using adapted networks science metrics
Sergio F. Ribeiro, Carmelo J.A. Bastos-Filho
International Journal of Hybrid Intelligent Systems, 2019
SBFSS: Simplified Binary Fish School Search
Clodomir J. Santana, Carmelo J. A. Bastos-Filho, Mariana Macedo, Hugo Siqueira
2019 IEEE Congress on Evolutionary Computation CEC 2019 Proceedings, 2019
Swarm intelligence for clustering — A systematic review with new perspectives on data mining
Elliackin Figueiredo, Mariana Macedo, Hugo Valadares Siqueira, Clodomir J. Santana, Anu Gokhale, Carmelo J.A. Bastos-Filho
Engineering Applications of Artificial Intelligence, 2019
Characterizing the Social Interactions in the Artificial Bee Colony Algorithm
Lydia Taw, Nishant Gurrapadi, Mariana Macedo, Marcos Oliveira, Diego Pinheiro, Carmelo Bastos-Filho, Ronaldo Menezes
2019 IEEE Congress on Evolutionary Computation CEC 2019 Proceedings, 2019
Comparing Machine Learning Techniques for Dementia Diagnosis
A. J. C. C. Lins, M. T. C. Muniz, C. J. A. Bastos-Filho
2018 IEEE Latin American Conference on Computational Intelligence La Cci 2018, 2019
Customer Segmentation in a Travel Agency Dataset using Clustering Algorithms
Clodomir J. Santana, Pedro Aguiar, Carmelo J. A. Bastos-Filho
2018 IEEE Latin American Conference on Computational Intelligence La Cci 2018, 2019
Performance Comparison of Clustering Algorithms to Handle Grouping of City Locations
Jorge Candeias do Nascimento, Clodomir J. Santana, Danilo Araujo, Carmelo J. A. Bastos-Filho
2018 IEEE Latin American Conference on Computational Intelligence La Cci 2018, 2019
Boolean Binary Cat Swarm Optimization Algorithm
Hugo Siqueira, Elliackin Figueiredo, Mariana Macedo, Clodomir J. Santana, Carmelo J. A. Bastos-Filho, Anu A. Gokhale
2018 IEEE Latin American Conference on Computational Intelligence La Cci 2018, 2019
Impact Analysis of the Use of the Power Mask Spectrum Information in the Adaptive Control of Optical Amplifiers
Erick A. Barboza, Marcionilo Jos da Silva, Leonardo Didier Coelho, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
2018 Sbfoton International Optics and Photonics Conference Sbfoton Iopc 2018, 2019
Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes
Rodrigo P. Monteiro, Mariela Cerrada, Diego R. Cabrera, René V. Sánchez, Carmelo J. A. Bastos-Filho
Computational Intelligence and Neuroscience, 2019
Modelling the Social Interactions in Ant Colony Optimization
Nishant Gurrapadi, Lydia Taw, Mariana Macedo, Marcos Oliveira, Diego Pinheiro, Carmelo Bastos-Filho, Ronaldo Menezes
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2019
Spatio-temporal variations in the urban rhythm: the travelling waves of crime
Marcos Oliveira, Eraldo Ribeiro, Carmelo Bastos-Filho, Ronaldo Menezes
EPJ Data Science, 2018
Non-negative Structured Pyramidal Neural Network for Pattern Recognition
Milla Ferro, Bruno Fernandes, Carmelo Bastos-Filho
Proceedings of the International Joint Conference on Neural Networks, 2018
Using Multi-objective Algorithms for Optimizing Support Vector Regression Parameters
Manoel Alves de Almeida Neto, Roberta Andrade A. de de Fagundes, Carmelo J. A. Bastos-Filho
Proceedings of the International Joint Conference on Neural Networks, 2018
Improving the performance of the fish school search algorithm
Rodrigo P. Monteiro, Luiz F. V. Verçosa, Carmelo J. A. Bastos-Filho
International Journal of Swarm Intelligence Research, 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
International Journal of Swarm Intelligence Research, 2018
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
2018 IEEE Congress on Evolutionary Computation CEC 2018 Proceedings, 2018
Double-Swarm Binary Particle Swarm Optimization
Hugo Siqueira, Elliackin Figueiredo, Mariana Macedo, Clodomir J. Santana, Pedro Santos, Carmelo J. A. Bastos-Filho, Anu A. Gokhale
2018 IEEE Congress on Evolutionary Computation CEC 2018 Proceedings, 2018
Convolutional Neural Networks Using Fourier Transform Spectrogram to Classify the Severity of Gear Tooth Breakage
Rodrigo Monteiro, Carmelo Bastos-Filho, Mariela Cerrada, Diego Cabrera, Rene-Vinicio Sanchez
Proceedings 2018 International Conference on Sensing Diagnostics Prognostics and Control Sdpc 2018, 2018
Pyramidal neural networks with evolved variable receptive fields
Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos-Filho
Neural Computing and Applications, 2018
Structured Pyramidal Neural Networks
Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos-Filho
International Journal of Neural Systems, 2018
Inter-domain routing for communication networks using Hierarchical Hopfield Neural Networks
Hitalo O. Silva, Carmelo J.A. Bastos-Filho
Engineering Applications of Artificial Intelligence, 2018
Amplifier Adaptive Control of Operating Point Considering Non-Linear Interference
Erick de A. Barboza, Marcionilo J. da Silva, Leonardo D. Coelho, Carmelo J. A. Bastos-Filho, Joaquim F. Martins Filho
IEEE Photonics Technology Letters, 2018
Multi-objective binary fish school search
Mariana Gomes da Motta Macedo, Carmelo J. A. Bastos-Filho, Susana M. Vieira, João M. C. Sousa
Critical Developments and Applications of Swarm Intelligence, 2018
An adaptive–alternative restoration algorithm for optical networks
Rodrigo C. L. Silva, Joaquim F. Martins-Filho, Carmelo J. A. Bastos-Filho
Photonic Network Communications, 2018
Characterization of users by using hourly and daily spatio-temporal patterns extracted from GPS trajectories
Proceedings of the 31st International Florida Artificial Intelligence Research Society Conference Flairs 2018, 2018
Optimizing Support Vector Regression with Swarm Intelligence for Estimating the Concrete Compression Strength
Manoel Alves de Almeida Neto, Roberta de Andrade de A. Fagundes, Carmelo J. A. Bastos-Filho
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2018
Improved multi-objective binary fish school for feature selection
Proceedings of the 31st International Florida Artificial Intelligence Research Society Conference Flairs 2018, 2018
Using artificial neural networks to select the parameters for the prognostic of mild cognitive impairment and dementia in elderly individuals
A.J.C.C. Lins, M.T.C. Muniz, A.N.M. Garcia, A.V. Gomes, R.M. Cabral, C.J.A. Bastos-Filho
Computer Methods and Programs in Biomedicine, 2017
OSNR-based backup path protection algorithm with sharing limits
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Imoc 2017, 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
International Conference on Transparent Optical Networks, 2017
The scaling of crime concentration in cities
Marcos Oliveira, Carmelo Bastos-Filho, Ronaldo Menezes
Plos One, 2017
Robustness of physical topologies of optical networks created by variants of Gabriel graphs
Danilo R. B. Araujo, Carmelo J. A. Bastos-Filho
IEEE International Conference on High Performance Switching and Routing Hpsr, 2017
A routing algorithm based on fuzzy logics for elastic optical networks
E. O. Figueiroa, E. A. O. Lima, C. J. A. Bastos-Filho, J. C. da Silva, A. V. S. Xavier, D. R. B. Araujo
IEEE International Conference on High Performance Switching and Routing Hpsr, 2017
Pedestrian detection in digital videos using committee of motion feature extractors
Diogo L. da Silva, Leticia M. Seijas, Carmelo J. A. Bastos-Filho
2017 IEEE Latin American Conference on Computational Intelligence La Cci 2017 Proceedings, 2017
Combining a novel feeding operator and recent advances to improve the fish school search
L. F. V. Vercosa, C. J. A. Bastos-Filho, R. P. Monteiro
2017 IEEE Latin American Conference on Computational Intelligence La Cci 2017 Proceedings, 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
2017 IEEE Latin American Conference on Computational Intelligence La Cci 2017 Proceedings, 2017
Accelerating the convergence of adaptive filters for active noise control using particle swarm optimization
Rodrigo P. Monteiro, Gabriel A. Lima, J. P. G. Oliveira, D. S. C. Cunha, Carmelo J. A. Bastos-Filho
2017 IEEE Latin American Conference on Computational Intelligence La Cci 2017 Proceedings, 2017
Better exploration-exploitation pace, better swarm: Examining the social interactions
Marcos Oliveira, Diego Pinheiro, Mariana Macedo, Carmelo Bastos-Filho, Ronaldo Menezes
2017 IEEE Latin American Conference on Computational Intelligence La Cci 2017 Proceedings, 2017
Extreme learning machine autoencoder for data augmentation
Janderson Ferreira, Milla Ferro, Bruno Fernandes, Meuser Valenca, Carmelo Bastos-Filho, Pablo Barros
2017 IEEE Latin American Conference on Computational Intelligence La Cci 2017 Proceedings, 2017
Application of PSO-based clustering algorithms on educational databases
Pedro Santos, Mariana Macedo, Elliackin Figueiredo, Clodomir J. Santana, Fabiana Soares, Hugo Siqueira, Alexandre Maciel, Anuradha Gokhale, Carmelo J. A. Bastos-Filho
2017 IEEE Latin American Conference on Computational Intelligence La Cci 2017 Proceedings, 2017
Non-negative pyramidal neural network for parts-based learning
Milla S. A. Ferro, Bruno J. T. Fernandes, Carmelo J. A. Bastos-Filho
Proceedings of the International Joint Conference on Neural Networks, 2017
Spectrum continuity and contiguity based dedicated protection for flexible optical networks
André V. S. Xavier, Raul C. Almeida Jr., Joaquim F. Martins-Filho, Daniel A. R. Chaves, Carmelo J. A. Bastos-Filho
Journal of Microwaves Optoelectronics and Electromagnetic Applications, 2017
Artificial bee colony optimization for feature selection of traffic sign recognition
Diogo L. da Silva, Leticia M. Seijas, Carmelo J. A. Bastos-Filho
International Journal of Swarm Intelligence Research, 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. de Oliveira
Photonic Network Communications, 2017
Human detection in digital videos using motion features extractors
Rodrigo F. S. C. Oliveira, Carmelo J. A. Bastos-Filho
2016 IEEE Latin American Conference on Computational Intelligence La Cci 2016 Proceedings, 2017
Improving the Binary Fish School Search Algorithm for feature selection
Raphael F. Carneiro, Carmelo J. A. Bastos-Filho
2016 IEEE Latin American Conference on Computational Intelligence La Cci 2016 Proceedings, 2017
An approach based on network science to detect communities in Social Networks
Victor C. F. Lima, Carmelo J. A. Bastos-Filho
2016 IEEE Latin American Conference on Computational Intelligence La Cci 2016 Proceedings, 2017
Designing the optical network of Haiti using a multi-objective evolutionary approach
Vital Dupleix, Danilo R. B. Araujo, Carmelo J. A. Bastos-Filho
2016 IEEE Latin American Conference on Computational Intelligence La Cci 2016 Proceedings, 2017
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 B. Ludermir
Proceedings 2016 5th Brazilian Conference on Intelligent Systems Bracis 2016, 2017
Non-supervised learning applied to analysis of topological metrics of optical networks
Danilo R. B. de Araújo, Joaquim F. Martins-Filho, Carmelo J. A. Bastos-Filho
Studies in Computational Intelligence, 2017
Many Objective Particle Swarm Optimization
E.M.N. Figueiredo, T.B. Ludermir, C.J.A. Bastos-Filho
Information Sciences, 2016
Boolean operators to improve multi-objective evolutionary algorithms for designing optical networks
Nadja J. da S. Lima, Carmelo J. A. Bastos-Filho, Danilo R. B. Araújo
Journal of Microwaves Optoelectronics and Electromagnetic Applications, 2016
Structural analysis of road networks using network science
R.P. Monteiro, A.M.A. Garcia, C.J.A. Bastos Filho
IEEE Latin America Transactions, 2016
Assignment of shared bike stations based on network sciences
Felipe A. B. S. Ferreira, Charles S. Fonseca, Dupleix Vital, Carmelo J. A. Bastos-Filho
IEEE Latin America Transactions, 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
International Conference on Transparent Optical Networks, 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 Network Communications, 2016
Is the algorithm used to process heart rate variability data clinically relevant? Analysis in male adolescents
Antonio Henrique Germano Soares, Breno Quintella Farah, Gabriel Grizzo Cucato, Carmelo José Albanez Bastos-Filho, Diego Giulliano Destro Christofaro, Luiz Carlos Marques Vanderlei, Aluísio Henrique Rodrigues de Andrade Lima, Raphael Mendes Ritti-Dias
Einstein Sao Paulo Brazil, 2016
Metaheuristics for feature selection in handwritten digit recognition
Leticia M. Seijas, Raphael F. Carneiro, Clodomir J. Santana, Larissa S. L. Soares, Sabrina G. T. A. Bezerra, Carmelo J. A. Bastos-Filho
2015 Latin America Congress on Computational Intelligence La Cci 2015, 2016
A fuzzy-swarm based approach for the coordination of unmanned aerial vehicles
Luiz F.F. de Oliveira, Fernando B. de Lima, Sergio C. Oliveira, Carmelo J.A. Bastos-Filho
Journal of Intelligent and Fuzzy Systems, 2016
Communication diversity in particle swarm optimizers
Marcos Oliveira, Diego Pinheiro, Bruno Andrade, Carmelo Bastos-Filho, Ronaldo Menezes
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2016
Analyzing surrogate models to assess Blocking Probability of optical networks
Danilo R. B. Araujo, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2015
Towards using boolean operators on graphs to generate network topologies
Nadja J. da S. Lima, Danilo R. B. Araujo, Joaquim F. Martins-Filho, Carmelo J. A. Bastos-Filho
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2015
Spectrum continuity based routing algorithm for flexible grid optical networks
A.V.S. Xavier, R.C. Almeida, D.A.R. Chaves, C.J.A. Bastos-Filho, J.F. Martins-Filho
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2015
Impact of nonlinear effects on the performance of 120 Gb/s 64 QAM optical system using adaptive control of cascade of amplifiers
Erick de A. Barboza, Marcionilo J. da Silva, Leonardo D. Coelho, Joaquim F. Martins-Filho, Carmelo J. A. Bastos-Filho, Uiara C. de Moura, Juliano R. F. de Oliveira
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2015
New graph model to design optical networks
Danilo R. B. de Araujo, Joaquim F. Martins-Filho, Carmelo J. A. Bastos-Filho
IEEE Communications Letters, 2015
Bio-inspired optimization of blocked calls in cellular mobile systems
I. A. C. Leal, D. R. C. Silva, D. A. R. Chaves, C. J. A. Bastos-Filho
Iwt 2015 2015 International Workshop on Telecommunications, 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
International Conference on Transparent Optical Networks, 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
International Conference on Transparent Optical Networks, 2015
An evolutionary approach with surrogate models and network science concepts to design optical networks
Danilo R.B. de Araújo, Carmelo J.A. Bastos-Filho, Joaquim F. Martins-Filho
Engineering Applications of Artificial Intelligence, 2015
Pyramidal neural networks with variable receptive fields designed by genetic algorithms
Alessandra M. Soares, Bruno J.T. Fernandes, Carmelo J.A. Bastos-Filho
Gecco 2015 Companion Publication of the 2015 Genetic and Evolutionary Computation Conference, 2015
PSO efficient implementation on GPUs using low latency memory
Eric H. M. Silva, Carmelo J. A. Bastos Filho
IEEE Latin America Transactions, 2015
Methodology to obtain a fast and accurate estimator for blocking probability of optical networks
Danilo R. B. de Araújo, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
Journal of Optical Communications and Networking, 2015
Towards a network-based approach to analyze particle swarm optimizers
Marcos Oliveira, Carmelo J. A. Bastos-Filho, Ronaldo Menezes
IEEE Ssci 2014 2014 IEEE Symposium Series on Computational Intelligence Sis 2014 2014 IEEE Symposium on Swarm Intelligence Proceedings, 2015
Using network science to assess particle swarm optimizers
Marcos Oliveira, Carmelo J. A. Bastos-Filho, Ronaldo Menezes
Social Network Analysis and Mining, 2015
A mechanism based on Artificial Bee Colony to generate diversity in Particle Swarm Optimization
L.N. Vitorino, S.F. Ribeiro, C.J.A. Bastos-Filho
Neurocomputing, 2015
Binary Fish School Search applied to feature selection: Application to ICU readmissions
Joao A. G. Sargo, Susana M. Vieira, Joao M. C. Sousa, Carmelo J.A. Bastos Filho
IEEE International Conference on Fuzzy Systems, 2014
Comparing Meta-heuristics for AdaBoost Training Applied to Platelets Detection
Carmelo J. A. Bastos-Filho, Willamos A. S. Silva, Lizandra R. M. Lira
IEEE Latin America Transactions, 2014
Lateral inhibition pyramidal neural networks designed by particle swarm optimization
Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos-Filho
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2014
Using the entropy of the DFT of the laplacian eigenvalues to assess networks
Danilo R. B. de Araújo, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
Studies in Computational Intelligence, 2014
Comparing OSNR based policies for an adaptive-alternative IA-RWA algorithm applied to all-optical networks
Carmelo J. A. Bastos-Filho, Rodrigo C. L. Silva, Daniel A. R. Chaves, André V. S. Xavier, Joaquim F. Martins-Filho
Journal of Microwaves Optoelectronics and Electromagnetic Applications, 2013
Using Multi-Layer Perceptron and complex network metrics to estimate the performance of optical networks
Danilo R. B. de Araujo, Joaquim F. Martins-Filho, Carmelo J. A. Bastos-Filho
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2013
Applying shared path protection scheme to optical translucent networks
Etzel C. O. Santos, Helder A. Pereira, Carmelo J. A. Bastos-Filho, Rodrigo C. de Freitas
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2013
Self-adaptive erbium-doped fiber amplifiers using machine learning
Erick De A Barboza, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho, Uiara C. de Moura, Juliano R. F. de Oliveira
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2013
The NrPSR-Elastic routing algorithm for flexible grid optical networks
A. V. S. Xavier, R. C. L. Silva, D. A. R. Chaves, C. J. A. Bastos-Filho, R. C. Almeida, J. F. Martins-Filho
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2013
An evolutionary spectrum assignment algorithm for Elastic Optical Networks
R. C. Almeida, R. A. Delgado, C. J. A. Bastos-Filho, D. A. R. Chaves, H. A. Pereira, J. F. Martins-Filho
International Conference on Transparent Optical Networks, 2013
An adaptive path restoration algorithm based on power series routing for all-optical networks
Carmelo J. A. Bastos-Filho, Rodrigo C. Freitas, Daniel A. R. Chaves, Rodrigo C. L. Silva, Marcelo L. P. Freire, Helder A. Pereira, Joaquim F. Martins-Filho
International Conference on Transparent Optical Networks, 2013
Applications of bio-inspired computational intelligence in optical networks
Joaquim F. Martins Filho, Carmelo J. A. Bastos Filho, Daniel A. R. Chaves
Proceedings of SPIE the International Society for Optical Engineering, 2013
Mapping EDFA noise figure and gain flatness over the power mask using neural networks
Journal of Microwaves Optoelectronics and Electromagnetic Applications, 2013
Applications of computational intelligence to impairment-aware routing and wavelength assignment in optical networks
Joaquim F. Martins-Filho, Carmelo J. A. Bastos-Filho, Daniel A. R. Chaves, Helder A. Pereira
Intelligent Systems for Optical Networks Design Advancing Techniques, 2013
Hopfield neural networks for routing in communication networks
Carmelo J. A. Bastos-Filho, Marcos Antonio da Cunha Oliveira Junior, Dennis Rodrigo da Cunha Silva, Jheymesson Apolinário Cavalcanti, Victor Vilmarques Capistrano Pedrosa
Intelligent Systems for Optical Networks Design Advancing Techniques, 2013
Message from the general program chair: BRICS-CCI 2013
Proceedings 1st Brics Countries Congress on Computational Intelligence Brics Cci 2013, 2013
An enhanced fish school search algorithm
C.J.A. Bastos-Filho, D.O. Nascimento
Proceedings 1st Brics Countries Congress on Computational Intelligence Brics Cci 2013, 2013
Cloud services: An opportunity for Brazilian telecommunication providers
Anderson Vinicius Alves Ferreira, Carmelo Jose Albanez Bastos Filho
2nd IEEE Latin American Conference on Cloud Computing and Communications Latincloud 2013, 2013
Assessing particle swarm optimizers using network science metrics
Marcos A. C. Oliveira-Júnior, Carmelo J. A. Bastos-Filho, Ronaldo Menezes
Studies in Computational Intelligence, 2013
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
Studies in Computational Intelligence, 2013
Comparing MOPSO approaches for hydrothermal systems operation planning
Jonathan Cardoso Silva, Gelson Cruz, Cassio Vinhal, Dennis R.C. Silva, Carmelo J.A. Bastos-Filho
Proceedings 1st Brics Countries Congress on Computational Intelligence Brics Cci 2013, 2013
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
Proceedings 2012 Brazilian Robotics Symposium and Latin American Robotics Symposium Sbr LARS 2012, 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 Network Communications, 2012
Regenerator placement and link capacity optimization in translucent optical networks using a multi-objective evolutionary algorithm
National Fiber Optic Engineers Conference Nfoec 2012, 2012
A multi-objective approach to design all-optical and translucent optical networks considering CapEx and QoT
Daniel A. R. Chaves, Erick A. Barboza, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
International Conference on Transparent Optical Networks, 2012
A path protection algorithm based on OSNR for all-optical networks with wavelength sharing limitation
Rodrigo C. Freitas, Etzel C. O. Santos, Daniel A. R. Chaves, Helder A. Pereira, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
International Conference on Transparent Optical Networks, 2012
A hybrid swarm intelligence optimizer based on particles and artificial bees for high-dimensional search spaces
L. N. Vitorino, S. F. Ribeiro, C. J. A. Bastos-Filho
2012 IEEE Congress on Evolutionary Computation CEC 2012, 2012
OSNR-based restoration algorithm for optical network resilience to node failures
R.C. Freitas, E.S. Leitao, R.C.L. Silva, D.A.R. Chaves, H. . Pereira, C.J.A. Bastos Filho, J.F. Martins Filho
IEEE Latin America Transactions, 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
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2012
A comparative analysis of FSS with CMA-ES and S-PSO in ill-conditioned problems
Anthony J. da C.C. Lins, Fernando B. Lima-Neto, François Fages, Carmelo J. A. Bastos-Filho
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2012
Assessment of the power series routing algorithm in translucent, transparent and opaque optical networks
Joaquim F. Martins-Filho, J. L. de Santana, H. A. Pereira, D. A. R. Chaves, C. J. A. Bastos-Filho
IEEE Communications Letters, 2012
A model to allow remote and distributed simulation of optical networks using XML
Carmelo J. A. Bastos-Filho, Adson M. Santos, Daniel A. R. Chaves, Joaquim F. Martins-Filho
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2011
An adaptive-alternative routing algorithm for all-optical networks
A. V. S. Xavier, R. C. L. Silva, C. J. A. Bastos-Filho, J. F. Martins-Filho, D. A. R. Chaves
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 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
International Conference on Intelligent Systems Design and Applications Isda, 2011
A novel double-link failure restoration algorithm based on optical signal-to-noise ratio for all-optical networks
Rodrigo C. de Freitas, Joaquim F. Martins-Filho, Rodrigo C. L. Silva, Carmelo J. A. Bastos-Filho, Helder A. Pereira, Daniel A. R. Chaves
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2011
Optical signal-to-noise ratio restoration algorithm applied to optical network resilience to node failures
Rodrigo C. de Freitas, Joaquim F. Martins-Filho, Daniel A. R. Chaves, Rodrigo C. L. Silva, Carmelo J. A. Bastos-Filho, Helder A. Pereira, Edluce dos S. Leitao
2011 IEEE Latin American Conference on Communications Latincom 2011 Conference Proceedings, 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 E. V. Segatto, S. Cani, Maria J. Pontes
International Conference on Intelligent Systems Design and Applications Isda, 2011
Applications of computational intelligence in optical networks
Joaquim F. Martins-Filho, Daniel A. R. Chaves, Carmelo J. A. Bastos-Filho, Helder A. Pereira
International Conference on Transparent Optical Networks, 2011
Design of transparent optical networks considering physical impairments, CAPEX and energy consumption
Carmelo J. A. Bastos-Filho, Danilo R. B. Araujo, Erick A. Barboza, Daniel A. R. Chaves, Joaquim F. Martins-Filho
International Conference on Transparent Optical Networks, 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 Network Communications, 2011
Multi-objective particle swarm Optimization using speciation
Carmelo J. A. Bastos-Filho, Pericles B. C. Miranda
IEEE Ssci 2011 Symposium Series on Computational Intelligence Sis 2011 2011 IEEE Symposium on Swarm Intelligence, 2011
Adaptive clan particle swarm optimization
Murilo R. Pontes, Fernando B. Lima Neto, Carmelo J. A. Bastos-Filho
IEEE Ssci 2011 Symposium Series on Computational Intelligence Sis 2011 2011 IEEE Symposium on Swarm Intelligence, 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
IEEE Ssci 2011 Symposium Series on Computational Intelligence Foci 2011 2011 IEEE Symposium on Foundations of Computational Intelligence, 2011
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
IEEE Ssci 2011 Symposium Series on Computational Intelligence Mcdm 2011 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 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 B. Lima-Neto, Rodrigo M. C. S. Castro
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2011
Density as the segregation mechanism in fish school search for multimodal optimization problems
Salomão Sampaio Madeiro, Fernando Buarque de Lima-Neto, Carmelo José Albanez Bastos-Filho, Elliackin Messias do Nascimento Figueiredo
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 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
Journal of Optical Communications and Networking, 2011
Design of distributed optical-fiber Raman amplifiers using multi-objective particle swarm optimization
Carmelo J. A. Bastos-Filho, Elliackin M. N. Figueiredo, Joaquim F. Martins-Filho, Daniel A. R. Chaves, Marcelo E. V. Segatto, S. Cani, Maria J. Pontes
Journal of Microwaves Optoelectronics and Electromagnetic Applications, 2011
A Particle Swarm Optimization based approach for the maximum coverage problem in cellular base stations positioning
Antonio I. S. Nascimento, Carmelo J. A. Bastos-Filho
2010 10th International Conference on Hybrid Intelligent Systems His 2010, 2010
Impact of the random number generator quality on particle swarm optimization algorithm running on Graphic Processor Units
C. J. A. Bastos-Filho, M. A. C. Oliveira, D. N. O. Nascimento, A. D. Ramos
2010 10th International Conference on Hybrid Intelligent Systems His 2010, 2010
Multiobjective physical topology design of all-optical networks considering QoS and capex
Optics Infobase Conference Papers, 2010
Hopfield neural networks for routing in all-optical networks
Carmelo J. A. Bastos-Filho, Robson A. Santana, Dennis R. C. Silva, Joaquim F. Martins-Filho, Daniel A. R. Chaves
2010 12th International Conference on Transparent Optical Networks Icton 2010, 2010
Multiobjective sparse regeneration placement algorithm in optical networks considering network performance and CAPEX
Daniel A. R. Chaves, Caio F. C. L. C. Ayres, Renan V. B. Carvalho, Helder A. Pereira, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
2010 12th International Conference on Transparent Optical Networks Icton 2010, 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
Optical Switching and Networking, 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 Network Communications, 2010
Multiobjective physical topology design of all-optical networks considering QoS and capex
2010 Conference on Optical Fiber Communication Collocated National Fiber Optic Engineers Conference Ofc Nfoec 2010, 2010
Multiobjective physical topology design of all-optical networks considering QoS and capex
Daniel A. R. Chaves, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
Optics Infobase Conference Papers, 2010
A multiple objective particle swarm optimization approach using crowding distance and roulette wheel
R.A. Santana, M.R. Pontes, C.J.A. Bastos-Filho
Isda 2009 9th International Conference on Intelligent Systems Design and Applications, 2009
Impact of the quality of random numbers generators on the performance of particle swarm optimization
Carmelo J. A. Bastos-Filho, Julio D. Andrade, Marcelo R. S. Pita, Alex D. Ramos
Conference Proceedings IEEE International Conference on Systems Man and Cybernetics, 2009
Dynamic clan particle swarm optimization
C.J.A. Bastos-Filho, D.F. Carvalho, E.M.N. Figueiredo, P.B.C. de Miranda
Isda 2009 9th International Conference on Intelligent Systems Design and Applications, 2009
On the influence of the swimming operators in the fish school search algorithm
C. J. A. Basto Filho, F. B. Lima Neto, M. F. C. Sousa, M. R. Pontes, S. S. Madeiro
Conference Proceedings IEEE International Conference on Systems Man and Cybernetics, 2009
Sparse regeneration placement for translucent optical networks using multiobjective evolutionary algorithms considering quality of service and capital cost
Daniel A. R. Chaves, Caio F. C. L. C. Ayres, Renan V. B. Carvalho, Helder A. Pereira, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2009
Adaptative clustering particle swarm optimization
Salomao S. Madeiro, Carmelo J. A. Bastos-Filho, Fernando B. Lima Neto, Elliackin M. N. Figueiredo
IPDPS 2009 Proceedings of the 2009 IEEE International Parallel and Distributed Processing Symposium, 2009
Impairment aware wavelength assignment for all-optical networks based on evolutionary computation
Carmelo J. A. Bastos-Filho, Daniel A. R. Chaves, Felipe S. F. e Silva, Renan V. B. Carvalho, Helder A. Pereira, Joaquim F. Martins-Filho
Icton 2009 11th International Conference on Transparent Optical Networks, 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 Network Communications, 2009
Clan particle swarm optimization
Danilo Ferreira de Carvalho, Carmelo José Albanez Bastos‐Filho
International Journal of Intelligent Computing and Cybernetics, 2009
Fish school search
Carmelo J. A. Bastos Filho, Fernando B. de Lima Neto, Anthony J. C. C. Lins, Antônio I. S. Nascimento, Marília P. Lima
Studies in Computational Intelligence, 2009
Up-grading the physical topology of transparent optical networks using a multiobjective evolutionary algorithm considering quality of service and capital cost
Daniel A. R. Chaves, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2009
Multi-ring particle swarm optimization
Carmelo J. A. Bastos-Filho, Marcel P. Caraciolo, Péricles B. C. Miranda, Danilo F. Carvalho
Proceedings 10th Brazilian Symposium on Neural Networks Sbrn 2008, 2008
Adjusting weights and architecture of neural networks through PSO with time-varying parameters and early stopping
Lamartine A. Teixeira, Felipe T.G. Oliveira, Adriano L.I. Oliveira, Carmelo J.A. Bastos Filho
Proceedings 10th Brazilian Symposium on Neural Networks Sbrn 2008, 2008
A novel search algorithm based on fish school behavior
Carmelo J. A. Bastos Filho, Fernando B. de Lima Neto, Anthony J. C. C. Lins, Antonio I. S. Nascimento, Marilia P. Lima
Conference Proceedings IEEE International Conference on Systems Man and Cybernetics, 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
Proceedings Symposium on Computer Architecture and High Performance Computing, 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
Proceedings of the International Joint Conference on Neural Networks, 2008
Clan Particle Swarm Optimization
Danilo F. Carvalho, Carmelo J. A. Bastos-Filho
2008 IEEE Congress on Evolutionary Computation CEC 2008, 2008
Multi-ring dispersed particle swarm optimization
Carmelo J.A. Bastos-Filho, Marcel P. Caraciolo, Péricles B.C. Miranda, Danilo F. Carvalho
Proceedings 8th International Conference on Hybrid Intelligent Systems His 2008, 2008
Intelligent and fast IRWA algorithm based on power series and Particle Swarm Optimization
Joaquim F. Martins-Filho, Daniel A. R. Chaves, Carmelo J. A. Bastos-Filho, Douglas O. Aguiar
Proceedings of 2008 10th Anniversary International Conference on Transparent Optical Networks Icton, 2008
Routing algorithm based on Swarm Intelligence and Hopfield Neural Network applied to communication networks
C.J.A. Bastos-Filho, W.H. Schuler, A.L.I. Oliveira, L.N. Vitorino
Electronics Letters, 2008
A hybrid hopfield network-simulated annealing approach to optimize routing processes in telecommunications networks
W. H. Schuler, C. J. A. Bastos-Filho, A. L. I. Oliveira
Proceedings of the 7th International Conference on Intelligent Systems Design and Applications Isda 2007, 2007
A novel hybrid training method for hopfield neural networks applied to routing in communications networks
W. H. Schuler, C. J. A. Bastos-Filho, A. L. I. Oliveira
Proceedings 7th International Conference on Hybrid Intelligent Systems His 2007, 2007
Noise penalties modeling for the performance evaluation of all-optical networks
Helder A. Pereira, Daniel A. R. Chaves, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
Proceedings of 2007 9th International Conference on Transparent Optical Networks Icton 2007, 2007
Impact of physical layer impairments in all-optical networks
Helder A. Pereira, Daniel A. R. Chaves, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2007
Novel physical impairments aware adaptive weight function for routing in all optical networks
D. A. R. Chaves, D. O. Aguiar, H. A. Pereira, C. J. A. Bastos-Filho, J. F. Martins-Filho
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2007
An intelligent mechanism to explore a two-level cache hierarchy considering energy consumption and time performance
Rod Fatoohi
Proceedings Symposium on Computer Architecture and High Performance Computing, 2007
Thresholding images of historical documents with back-to-front interference based on color quantization by genetic algorithms
Carmelo J.A. Bastos Filho, Carlos A.B. Mello, Julio D. Andrade, Davi M.A. Falcao, Marilia P. Lima, Wellington P. Santos, Adriano L.I. Oliveira
Proceedings International Conference on Tools with Artificial Intelligence Ictai, 2007
A novel approach for a routing algorithm based on a discrete time Hopfield neural network
C. J. A. Bastos-Filho, R. A. Santana, A. L. I. Oliveira
Proceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence Foci 2007, 2007
Genetic algorithm for amplifiers gain optimization in all-optical networks
Carmelo J. A. Bastos-Filho, Daniel A. R. Chaves, Helder A. Pereira, Joaquim F. Martins-Filho
2006 International Telecommunications Symposium ITS, 2006
Optimization of wavelength assignment in an optical link considering four wave mixing using genetic algorithm
Helder A. Pereira, Daniel A. R. Chaves, Carmelo J. A. Bastos-Filho, Joaquim F. Martins-Filho
2006 International Telecommunications Symposium ITS, 2006
Noise figure model for transmission performance evaluation considering four wave mixing and source spontaneous emission
C.J.A. Bastos-Filho, J.F. Martins-Filho
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2005
TDFA/Raman hybrid amplifiers covering the entire S-band pumped by a single laser
S.R. Luthi, M.B.Ce. Silva, C.J.A. Bastos-Filho, J.F. Martins-Filho, A.S.L. Gomes
IEEE Photonics Technology Letters, 2005
Measurements of gain cross-saturation and transient response in highly doped TDFAs
Carmelo J.A. Bastos-Filho, Joaquim F. Martins-Filho, Mariana T. Carvalho, Anderson S.L. Gomes
Optics Communications, 2005
Impact of device characteristics on network performance from a physical-impairment-based routing algorithm
Conference on Optical Fiber Communication Technical Digest Series, 2004
Impact of device characteristics on network performance from a physical-impairment-based routing algorithm
OSA Trends in Optics and Photonics Series, 2004
38dB Gain from a Double-Pass Single-Pump Thulium Doped Fiber Amplifier
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2003
160 Gbit/s Soliton Transmission in the S and C Bands
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2003
Low Pump Power, Short-Fiber Dual-Pumped (800 nm + 1050 nm) TDFA
Conference on Optical Fiber Communication Technical Digest Series, 2003
Novel Routing Algorithm for Transparent Optical Networks Based on Noise Figure and Amplifier Saturation
SBMO IEEE MTT S International Microwave and Optoelectronics Conference Proceedings, 2003
Low-pump-power, short-fiber copropagating dual-pumped (800 and 1050 nm) thulium-doped fiber amplifier
A. S. L. Gomes, M. T. Carvalho, M. L. Sundheimer, C. J. A. Bastos-Filho, J. F. Martins-Filho, J. P. Von der Weid, W. Margulis
Optics Letters, 2003
Dual-wavelength (1050 nm + 1550 nm) pumped thulium-doped fiber amplifier characterization by optical frequency-domain reflectometry
J.F. Martins-Filho, C.J.A. Bastos-Filho, M.T. Carvalho, M.L. Sundheimer, A.S.L. Gomes
IEEE Photonics Technology Letters, 2003
Low Pump Power, Short-Fiber Dual-Pumped (800 nm + 1050 nm) TDFA
Optics Infobase Conference Papers, 2003
Black Box Model For Thulium Doped Fiber Amplifiers
Optics Infobase Conference Papers, 2003
Characterization of efficient dual-wavelength (1050 + 800 nm) pumping scheme for thulium-doped fiber amplifiers
A.S.L. Gomes, M.T. Carvalho, M.L. Sundheimer, C.J.A. Bastos-Filho, J.F. Martins-Filho, M.B. Costa e Silva, J.P. von der Weid, W. Margulis
IEEE Photonics Technology Letters, 2003
Black Box Model For Thulium Doped Fiber Amplifiers
A. Rieznik, G. Wiederhecker, H. Fragnito, M. Carvalho, M. Sundheimer, A. Gomes, C. Bastos-Filho, J. Martins-Filho
Conference on Optical Fiber Communication Technical Digest Series, 2003
Novel dual wavelength (1050nm + 800nm) pumping scheme for thulium doped fiber amplifiers
Conference on Optical Fiber Communication Technical Digest Series, 2002
Novel dual wavelength (1050nm + 800nm) pumping scheme for thulium doped fiber amplifiers
Optics Infobase Conference Papers, 2002

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