Carmelo J. A. Bastos Filho
Orcid: 0000-0002-0924-5341
According to our database1,
Carmelo J. A. Bastos Filho
authored at least 162 papers
between 2007 and 2023.
Collaborative distances:
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Bibliography
2023
Memetic evolutionary algorithms to design optical networks with a local search that improves diversity.
Expert Syst. Appl., December, 2023
JOCN, 2023
Bio-Inspired Multi-Objective Algorithms Applied on the Optimization of the AODV's Routing Recovery Mechanism.
IEEE Access, 2023
Integrating Reinforcement Learning and Optimization Task: Evaluating an Agent to Dynamically Select PSO Communication Topology.
Proceedings of the Advances in Swarm Intelligence - 14th International Conference, 2023
An Approach for Analysing Law Processes based on Hierarchical Activities and Clustering.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023
Novel Image Dataset and Proposal of Framework for Visual Semantic Analysis Applied on Object Dangerousness Prediction.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023
2022
Beyond exploitation: Measuring the impact of local search in swarm-based memetic algorithms through the interactions of individuals in the population.
Swarm Evol. Comput., 2022
Defining amplifier's gain to maximize the transmission rate in optical systems using evolutionary algorithms and swarm intelligence.
Photonic Netw. Commun., 2022
J. Intell. Robotic Syst., 2022
A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines.
Expert Syst. Appl., 2022
CoRR, 2022
Embarrassingly Parallel Independent Training of Multi-Layer Perceptrons with Heterogeneous Architectures.
CoRR, 2022
Non-invasive embedded system hardware/firmware anomaly detection based on the electric current signature.
Adv. Eng. Informatics, 2022
IEEE Access, 2022
Hybrid Models Based on Error Correction to Predict Thermoelectric Power Plants Fuel Consumption.
Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022
Finding Frequent Patterns in a Technological Education Program of Pernambuco, Brazil.
Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022
A Many-Objective Optimization Approach to Generate Synthetic Datasets based on Real-World Classification Problems.
Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022
Evaluation of Multi-objective Evolutionary Algorithms for the Design of Resilient OTN over DWDM Networks.
Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022
Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022
Classification of patients with diabetes by analyzing the patterns of proteins present in saliva using machine learning.
Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022
2021
J. Inf. Data Manag., 2021
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., 2021
Proceedings of the Optimization and Learning - 4th International Conference, 2021
Proceedings of the IEEE Latin-American Conference on Communications, 2021
Surrogate Model for Adaptive Control of Optical Amplifier Operating Point based on Machine Learning.
Proceedings of the IEEE Latin-American Conference on Communications, 2021
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021
Counting Vehicle by Axes with High-Precision in Brazilian Roads with Deep Learning Methods.
Proceedings of the Intelligent Systems Design and Applications, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
CoRR, 2020
Appl. Netw. Sci., 2020
Mild Cognitive Impairment Diagnosis and Detecting Possible Labeling Errors in Alzheimer's Disease with an Unsupervised Learning-based Approach.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020
Proceedings of the IEEE Latin-American Conference on Communications, 2020
Proceedings of the Latin American Robotics Symposium, 2020
Proceedings of the Intelligent Systems Design and Applications, 2020
An Analysis of Protein Patterns Present in the Saliva of Diabetic Patients Using Pairwise Relationship and Hierarchical Clustering.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020
A Comparison of Evolutionary Multi-objective Optimization Algorithms Applied to Antenna Design.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020
Using Kullback-Leibler Divergence to Identify Prominent Sensor Data for Fault Diagnosis.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020
Investigating the Creation of a Surrogate Model for Adaptive Control of Amplifier Operating Point Using Machine Learning.
Proceedings of the 22nd International Conference on Transparent Optical Networks, 2020
Towards Automatic Clustering Analysis Using Traces of Information Gain: The InfoGuide Method.
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020
2019
Assessing optimization algorithms based on ant colony using adapted networks science metrics.
Int. J. Hybrid Intell. Syst., 2019
Swarm intelligence for clustering - A systematic review with new perspectives on data mining.
Eng. Appl. Artif. Intell., 2019
Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes.
Comput. Intell. Neurosci., 2019
Proceedings of the 9th Latin-American Symposium on Dependable Computing, 2019
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019
An Unsupervised Analysis of an Alzheimer's Disease Patient Population Using Subspace Search and Hierarchical Density-Based Clustering.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019
Analyzing the impact of data representations in classification problems using clustering.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019
Proceedings of the 21st International Conference on Transparent Optical Networks, 2019
Proceedings of the 19th IEEE International Conference on Advanced Learning Technologies, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Photonic Netw. Commun., 2018
Neural Comput. Appl., 2018
Int. J. Swarm Intell. Res., 2018
Improving Adaptive Filters for Active Noise Control Using Particle Swarm Optimization.
Int. J. Swarm Intell. Res., 2018
EPJ Data Sci., 2018
Inter-domain routing for communication networks using Hierarchical Hopfield Neural Networks.
Eng. Appl. Artif. Intell., 2018
CoRR, 2018
Optimizing Support Vector Regression with Swarm Intelligence for Estimating the Concrete Compression Strength.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018
Performance Comparison of Clustering Algorithms to Handle Grouping of City Locations.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018
Using Multi-objective Algorithms for Optimizing Support Vector Regression Parameters.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Hybrid Intelligent Systems, 2018
Proceedings of the Hybrid Intelligent Systems, 2018
Characterization of Users by Using Hourly and Daily Spatio-Temporal Patterns Extracted from GPS Trajectories.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Manyobjective Optimization to Design Physical Topology of Optical Networks with Undefined Node Locations.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Photonic Netw. Commun., 2017
Artificial Bee Colony Optimization for Feature Selection of Traffic Sign Recognition.
Int. J. Swarm Intell. Res., 2017
Using artificial neural networks to select the parameters for the prognostic of mild cognitive impairment and dementia in elderly individuals.
Comput. Methods Programs Biomed., 2017
Combining a novel feeding operator and recent advances to improve the fish school search.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017
Better exploration-exploitation pace, better swarm: Examining the social interactions.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017
Accelerating the convergence of adaptive filters for active noise control using particle swarm optimization.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Estimating the spectral gain and the noise figure of EDFA using artificial neural networks.
Proceedings of the 2017 19th International Conference on Transparent Optical Networks (ICTON), 2017
Proceedings of the 18th IEEE International Conference on High Performance Switching and Routing, 2017
Robustness of physical topologies of optical networks created by variants of Gabriel graphs.
Proceedings of the 18th IEEE International Conference on High Performance Switching and Routing, 2017
2016
Photonic Netw. Commun., 2016
J. Intell. Fuzzy Syst., 2016
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016
Designing the optical network of Haiti using a multi-objective evolutionary approach.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016
Incorporating an indicator based on modularity to improve routing in optical networks.
Proceedings of the 18th International Conference on Transparent Optical Networks, 2016
Physical Topology Design of Optical Networks Aided by Many-Objective Optimization Algorithms.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
Proceedings of the Swarm Intelligence - 10th International Conference, 2016
2015
Soc. Netw. Anal. Min., 2015
Methodology to Obtain a Fast and Accurate Estimator for Blocking Probability of Optical Networks.
JOCN, 2015
A mechanism based on Artificial Bee Colony to generate diversity in Particle Swarm Optimization.
Neurocomputing, 2015
An evolutionary approach with surrogate models and network science concepts to design optical networks.
Eng. Appl. Artif. Intell., 2015
Heuristic algorithms for regenerator assignment in dynamic translucent elastic optical networks.
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015
Artificial Neural Networks to estimate Blocking Probability of transparent optical networks: A robustness study for different networks.
Proceedings of the 17th International Conference on Transparent Optical Networks, 2015
Pyramidal Neural Networks with Variable Receptive Fields Designed by Genetic Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
2014
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm Optimization.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
Binary Fish School Search applied to feature selection: Application to ICU readmissions.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the Complex Networks V, 2014
2013
On the Analysis of HPSO Improvement by Use of the Volitive Operator of Fish School Search.
Int. J. Swarm Intell. Res., 2013
Proceedings of the 2nd IEEE Latin American Conference on Cloud Computing and Communications, 2013
Proceedings of the Complex Networks IV, 2013
2012
Photonic Netw. Commun., 2012
Assessment of the Power Series Routing Algorithm in Translucent, Transparent and Opaque Optical Networks.
IEEE Commun. Lett., 2012
Comparing Particle Swarm Optimization Approaches for Training Multi-Layer Perceptron Neural Networks for Forecasting.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Using Network Science to Define a Dynamic Communication Topology for Particle Swarm Optimizers.
Proceedings of the Complex Networks, results of the 3rd Workshop on Complex Networks, 2012
A hybrid swarm intelligence optimizer based on particles and artificial bees for high-dimensional search spaces.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
A methodology to design the link cost functions for impairment aware routing algorithms in optical networks.
Photonic Netw. Commun., 2011
Wavelength Assignment for Physical-Layer-Impaired Optical Networks Using Evolutionary Computation.
JOCN, 2011
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011
Proceedings of the 2011 IEEE Symposium on Swarm Intelligence, 2011
Density as the Segregation Mechanism in Fish School Search for Multimodal Optimization Problems.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011
A Hybrid Algorithm Based on Fish School Search and Particle Swarm Optimization for Dynamic Problems.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
An efficient multi-objective evolutionary optimizer to design all-optical networks considering physical impairments and CAPEX.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Optimizing a routing algorithm based on Hopfield Neural Networks for Graphic Processing Units.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2011
A performance comparison of multi-objective optimization evolutionary algorithms for all-optical networks design.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making, 2011
2010
Impact of amplifier noise figure modeling in simulations of impairment-aware all-optical networks.
Photonic Netw. Commun., 2010
Fast and adaptive impairment aware routing and wavelength assignment algorithm optimized by offline simulations.
Opt. Switch. Netw., 2010
A Particle Swarm Optimization based approach for the maximum coverage problem in cellular base stations positioning.
Proceedings of the 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.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010
2009
Proceedings of the Nature-Inspired Algorithms for Optimisation, 2009
Photonic Netw. Commun., 2009
A novel hybrid training method for hopfield neural networks applied to routing in communications networks.
Int. J. Hybrid Intell. Syst., 2009
Proceedings of the IEEE International Conference on Systems, 2009
Impact of the Quality of Random Numbers Generators on the Performance of Particle Swarm Optimization.
Proceedings of the IEEE International Conference on Systems, 2009
A Multiple Objective Particle Swarm Optimization Approach Using Crowding Distance and Roulette Wheel.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009
2008
Proceedings of the IEEE International Conference on Systems, 2008
Adjusting Weights and Architecture of Neural Networks through PSO with Time-Varying Parameters and Early Stopping.
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008
An Optimization Mechanism Intended for Two-Level Cache Hierarchy to Improve Energy and Performance Using the NSGAII Algorithm.
Proceedings of the 20th International 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.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
2007
An Intelligent Mechanism to Explore a Two-Level Cache Hierarchy Considering Energy Consumption and Time Performance.
Proceedings of the 19th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2007), 2007
A Hybrid Hopfield Network-Simulated Annealing approach to Optimize Routing Processes in Telecommunications Networks.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007
A Novel Approach for a Routing Algorithm Based on a Discrete Time Hopfield Neural Network.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007