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ORCIDCarmelo J. A. Bastos Filho
Carmelo José Albanez Bastos Filho
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2020 – today
- 2024
[j48]Elias Amancio Siqueira-Filho
, Maira Farias Andrade Lira, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Multivariate and hybrid data-driven models to predict thermoelectric power plants fuel consumption. Expert Syst. Appl. 252: 124219 (2024)- 2023
- [j47]Clodomir J. Santana Jr., Mariana Macedo, Emilly Pereira Alves, Márcio Guerreiro, Hugo Valadares Siqueira, Anuradha Gokhale, Carmelo J. A. Bastos Filho:
Bio-Inspired Multi-Objective Algorithms Applied on the Optimization of the AODV's Routing Recovery Mechanism. IEEE Access 11: 116480-116496 (2023) - [j46]Jorge Candeias, Danilo R. B. Araujo, Péricles B. C. de Miranda, Carmelo J. A. Bastos Filho:
Memetic evolutionary algorithms to design optical networks with a local search that improves diversity. Expert Syst. Appl. 232: 120805 (2023) - [j45]Luiz Augusto Melo Pereira, Luciano Leonel Mendes, Carmelo José Albanez Bastos Filho, Arismar Cerqueira Sodré:
Amplified radio-over-fiber system linearization using recurrent neural networks. JOCN 15(3): 144-154 (2023) - [c113]André A. V. Escorel Ribeiro, Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Applying Reinforcement Learning for Multiple Functions in Swarm Intelligence. BRACIS (2) 2023: 197-212 - [c112]Renan Costa Alencar, Lucas M. R. Santos, Carmelo J. A. Bastos Filho, Augusto Neto, Eduardo Kalfels, Fernando Vasconcellos, Marcia Rodrigues, Ivan Fretta, Danilo Silva:
Evaluating Multi-Level Clustering Approaches to Route Sales Agents. LA-CCI 2023: 1-6 - [c111]Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Applying Reinforcement Learning to Combine Multiple Swarm-based Algorithms. LA-CCI 2023: 1-6 - [c110]Antonio V. A. Lundgren, Cristian Millán-Arias, Alexandre R. M. Pereira, Lucas M. R. Santos, Carmelo J. A. Bastos Filho, Bruno J. T. Fernandes, Alexandre M. A. Maciel, Jorge Tortato, Alexandre Krzyzanovski, Renan Wille:
Optimization of Deep Neural Networks for Vehicle Classification. LA-CCI 2023: 1-6 - [c109]Antonio Lundgren, Richard Rocha, Byron L. D. Bezerra, Carmelo J. A. Bastos Filho:
Novel Image Dataset and Proposal of Framework for Visual Semantic Analysis Applied on Object Dangerousness Prediction. LA-CCI 2023: 1-6 - [c108]Carlos Silva, Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho:
Impact Assessment of Memetic Operators on Communication Topologies for the PSO. LA-CCI 2023: 1-6 - [c107]Luiz Felipe Vieira Verçosa, Carmelo J. A. Bastos Filho, Byron L. D. Bezerra:
An Approach for Analysing Law Processes based on Hierarchical Activities and Clustering. LA-CCI 2023: 1-6 - [c106]Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Integrating Reinforcement Learning and Optimization Task: Evaluating an Agent to Dynamically Select PSO Communication Topology. ICSI (2) 2023: 38-48 - 2022
- [j44]Marcello Caldano De Melo, Pedro Buarque Santos, Everaldo Faustino Jr., Carmelo J. A. Bastos Filho, Arismar Cerqueira Sodré:
Computational Intelligence-Based Methodology for Antenna Development. IEEE Access 10: 1860-1870 (2022) - [j43]José Paulo G. de Oliveira, Carmelo J. A. Bastos Filho, Sérgio Campello Oliveira:
Non-invasive embedded system hardware/firmware anomaly detection based on the electric current signature. Adv. Eng. Informatics 51: 101519 (2022) - [j42]Rodrigo de Paula Monteiro, Mariela Cerrada-Lozada, Diego Roman Cabrera Mendieta, René-Vinicio Sánchez, Carmelo José Albanez Bastos Filho:
A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines. Expert Syst. Appl. 204: 117528 (2022) - [j41]Bruno de Souza Jeronimo, Anna Priscilla de Albuquerque Wheler, José Paulo G. de Oliveira, Rodrigo Melo, Carmelo J. A. Bastos Filho, Judith Kelner:
Comparing Social Robot Embodiment for Child Musical Education. J. Intell. Robotic Syst. 105(2): 28 (2022) - [j40]Felipe C. N. O. Lima, Livisghton K. S. Araújo, Ségio A. Silva, Joaquim F. Martins-Filho, Danilo R. B. Araújo, Erick A. Barboza, Arysson S. Oliveira, Carmelo José Albanez Bastos Filho:
Defining amplifier's gain to maximize the transmission rate in optical systems using evolutionary algorithms and swarm intelligence. Photonic Netw. Commun. 43(1): 74-84 (2022) - [j39]Clodomir J. Santana Jr., Marcos Oliveira, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Beyond exploitation: Measuring the impact of local search in swarm-based memetic algorithms through the interactions of individuals in the population. Swarm Evol. Comput. 70: 101040 (2022) - [c105]Rodrigo Costa, Carmelo J. A. Bastos Filho, Anthony Lins:
Classification of patients with diabetes by analyzing the patterns of proteins present in saliva using machine learning. LA-CCI 2022: 1-5 - [c104]Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Boolean Binary Grey Wolf Optimizer. LA-CCI 2022: 1-6 - [c103]Arysson S. Oliveira, José C. Silva, Danilo R. B. Araújo, Joaquim F. Martins-Filho, Carmelo J. A. Bastos Filho:
Evaluation of Multi-objective Evolutionary Algorithms for the Design of Resilient OTN over DWDM Networks. LA-CCI 2022: 1-6 - [c102]Steffano Pereira, Péricles B. C. de Miranda, Thiago França, Carmelo J. A. Bastos Filho, Tapas Si:
A Many-Objective Optimization Approach to Generate Synthetic Datasets based on Real-World Classification Problems. LA-CCI 2022: 1-6 - [c101]Emilia Rahnemay Kohlman Rabbani, Juliana De Souza Rebouças, Márcia M. De Albuquerque Neves, Gabriel Magalhães Da Luz, Willian Vieira Do Nascimento, Gustavo H. Magalhães Da Luz, Felipe Guerra Lago, Maria Celeste De Sousa Maia, Maicon Herverton Lino Ferreira da Silva Barros, Patricia Takako Endo, Carmelo José Albanez Bastos Filho:
Finding Frequent Patterns in a Technological Education Program of Pernambuco, Brazil. LA-CCI 2022: 1-6 - [c100]Elias Amancio Siqueira-Filho, Maira Farias Andrade Lira, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Hybrid Models Based on Error Correction to Predict Thermoelectric Power Plants Fuel Consumption. LA-CCI 2022: 1-6 - [i7]Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo José Albanez Bastos Filho:
Embarrassingly Parallel Independent Training of Multi-Layer Perceptrons with Heterogeneous Architectures. CoRR abs/2206.08369 (2022) - [i6]Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo José Albanez Bastos Filho:
Have we been Naive to Select Machine Learning Models? Noisy Data are here to Stay! CoRR abs/2207.06651 (2022) - 2021
- [j38]Mariana Macedo, Hugo Siqueira, Elliackin M. N. Figueiredo, Clodomir J. Santana Jr., Rodrigo C. Lira, Anu Gokhale, Carmelo J. A. Bastos Filho:
Overview on Binary Optimization Using Swarm-Inspired Algorithms. IEEE Access 9: 149814-149858 (2021) - [j37]Mariana Macedo, Maíra Santana, Wellington P. dos Santos, Ronaldo Menezes, Carmelo J. A. Bastos Filho:
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. 109: 107533 (2021) - [j36]Hugo Siqueira, Clodomir J. Santana Jr., Mariana Macedo, Elliackin M. N. Figueiredo, Anuradha Gokhale, Carmelo J. A. Bastos Filho:
Simplified binary cat swarm optimization. Integr. Comput. Aided Eng. 28(1): 35-50 (2021) - [j35]Luiz Felipe Vieira Verçosa, Rodrigo C. Lira, Rodrigo P. Monteiro, Kleber D. M. Silva, Jailson O. L. Magalhães, Alexandre M. A. Maciel, Byron L. D. Bezerra, Carmelo J. A. Bastos Filho:
Analysis of Distinct Feature Groups in the Credit Scoring Problem. J. Inf. Data Manag. 12(1) (2021) - [c99]Mariana Macedo, Lydia Taw, Nishant Gurrapadi, Rodrigo C. Lira, Diego Pinheiro, Marcos A. C. Oliveira, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Fishing for interactions: a network science approach to modeling fish school search. GECCO 2021: 40-48 - [c98]Adson M. Santos, Carmelo J. A. Bastos Filho, Alexandre M. A. Maciel:
Counting Vehicle by Axes with High-Precision in Brazilian Roads with Deep Learning Methods. ISDA 2021: 188-198 - [c97]Rodrigo C. Lira, Mariana Macedo, Hugo Valadares Siqueira, Ronaldo Menezes, Carmelo J. A. Bastos Filho:
Modelling the Social Interactions in Grey Wolf Optimizer. LA-CCI 2021: 1-6 - [c96]Luiz Felipe Vieira Verçosa, Renato Cirne, Carmelo José Albanez Bastos Filho, Byron Leite Dantas Bezerra:
Identifying Process Graphs Properties with Network Science Metrics. LA-CCI 2021: 1-6 - [c95]Leandro M. de Freitas, Erick de A. Barboza, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Surrogate Model for Adaptive Control of Optical Amplifier Operating Point based on Machine Learning. LATINCOM 2021: 1-6 - [c94]Allan Amaro Bezerra Da Silva, Erick de A. Barboza, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Adapting Optical Amplifier Response Estimation to Consider Non-Flat Input Signals. LATINCOM 2021: 1-6 - [c93]Matheus Marinho, Carmelo J. A. Bastos Filho, Anthony Lins:
An Exploratory Analysis on a Disinformation Dataset. OLA 2021: 144-155 - 2020
- [j34]Marcos A. C. Oliveira, Diego Pinheiro, Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Uncovering the social interaction network in swarm intelligence algorithms. Appl. Netw. Sci. 5(1): 24 (2020) - [c92]Paulo Rocha, Diego Pinheiro, Martin Cadeiras, Carmelo J. A. Bastos Filho:
Towards Automatic Clustering Analysis Using Traces of Information Gain: The InfoGuide Method. FLAIRS 2020: 428-433 - [c91]Carmelo J. A. Bastos Filho, Leandro M. de Freitas, Erick de A. Barboza, Joaquim F. Martins-Filho:
Investigating the Creation of a Surrogate Model for Adaptive Control of Amplifier Operating Point Using Machine Learning. ICTON 2020: 1-4 - [c90]Pedro B. Santos, Marcello C. Melo, Everaldo Faustino Jr., Arismar Cerqueira S. Jr., Carmelo J. A. Bastos Filho:
A Comparison of Evolutionary Multi-objective Optimization Algorithms Applied to Antenna Design. IDEAL (2) 2020: 123-134 - [c89]Rodrigo P. Monteiro, Carmelo J. A. Bastos Filho:
Using Kullback-Leibler Divergence to Identify Prominent Sensor Data for Fault Diagnosis. IDEAL (1) 2020: 136-147 - [c88]Airton Soares, Eduardo Esteves, Nuno Rosa, Ana Cristina Esteves, Anthony Lins, Carmelo J. A. Bastos Filho:
An Analysis of Protein Patterns Present in the Saliva of Diabetic Patients Using Pairwise Relationship and Hierarchical Clustering. IDEAL (1) 2020: 148-159 - [c87]Matheus Marinho, Carmelo J. A. Bastos Filho, Anthony Lins:
Evaluating Preprocessing Techniques in Identifying Fake News. ISDA 2020: 498-507 - [c86]Rodrigo Melo, Rodrigo de Paula Monteiro, José Paulo G. de Oliveira, Bruno de Souza Jeronimo, Carmelo J. A. Bastos Filho, Anna Priscilla de Albuquerque, Judith Kelner:
Guitar Tuner and Song Performance Evaluation Using a NAO robot. LARS/SBR/WRE 2020: 1-6 - [c85]Felipe C. N. O. Lima, Erick A. Barboza, Joaquim F. Martins-Filho, Carmelo J. A. Bastos Filho:
Maximizing the Transmission Rate in Optical Systems using Swarm Intelligence. LATINCOM 2020: 1-6 - [c84]Adson M. Santos, Carmelo J. A. Bastos Filho, Alexandre M. A. Maciel, Estanislau Lima:
Counting Vehicle with High-Precision in Brazilian Roads Using YOLOv3 and Deep SORT. SIBGRAPI 2020: 69-76 - [c83]Leticia V. N. Lapenda, Rodrigo P. Monteiro, Carmelo J. A. Bastos Filho:
Autoencoder latent space: an empirical study. SSCI 2020: 2453-2460 - [c82]Gabriel A. Lima, Rodrigo P. Monteiro, Paulo Rocha, Anthony José da Cunha Carneiro Lins, Carmelo J. A. Bastos Filho:
Mild Cognitive Impairment Diagnosis and Detecting Possible Labeling Errors in Alzheimer's Disease with an Unsupervised Learning-based Approach. SSCI 2020: 2905-2911 - [i5]Paulo Rocha, Diego Pinheiro, Martin Cadeiras, Carmelo J. A. Bastos Filho:
Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method. CoRR abs/2001.08677 (2020) - [i4]Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo José Albanez Bastos Filho:
Similarity Based Stratified Splitting: an approach to train better classifiers. CoRR abs/2010.06099 (2020)
2010 – 2019
- 2019
- [j33]Rodrigo P. Monteiro, Mariela Cerrada, Diego Cabrera, René-Vinicio Sánchez, Carmelo J. A. Bastos Filho:
Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes. Comput. Intell. Neurosci. 2019: 1383752:1-1383752:13 (2019) - [j32]Elliackin M. N. Figueiredo, Mariana Macedo, Hugo Valadares Siqueira, Clodomir J. Santana Jr., Anu Gokhale, Carmelo J. A. Bastos Filho:
Swarm intelligence for clustering - A systematic review with new perspectives on data mining. Eng. Appl. Artif. Intell. 82: 313-329 (2019) - [j31]Clodomir J. Santana Jr., Mariana Macedo, Hugo Siqueira, Anu Gokhale, Carmelo J. A. Bastos Filho:
A novel binary artificial bee colony algorithm. Future Gener. Comput. Syst. 98: 180-196 (2019) - [j30]Sergio F. Ribeiro, Carmelo J. A. Bastos Filho:
Assessing optimization algorithms based on ant colony using adapted networks science metrics. Int. J. Hybrid Intell. Syst. 15(2): 111-127 (2019) - [c81]Lydia Taw, Nishant Gurrapadi, Mariana Macedo, Marcos A. C. Oliveira, Diego Pinheiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Characterizing the Social Interactions in the Artificial Bee Colony Algorithm. CEC 2019: 1243-1250 - [c80]Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho, Mariana Macedo, Hugo Siqueira:
SBFSS: Simplified Binary Fish School Search. CEC 2019: 2595-2602 - [c79]Mariana Macedo, Clodomir J. Santana Jr., Hugo Siqueira, Rodrigo L. Rodrigues, Jorge Luis Cavalcanti Ramos, João Carlos Sedraz Silva, Alexandre Magno Andrade Maciel, Carmelo J. A. Bastos Filho:
Investigation of College Dropout with the Fuzzy C-Means Algorithm. ICALT 2019: 187-189 - [c78]Jaciara Clarissa da Silva, Carmelo J. A. Bastos Filho, Raul C. Almeida-Júnior, Daniel A. R. Chaves, Danilo R. B. Araújo, André V. S. Xavier, Joaquim F. Martins-Filho:
OTN Network Planning Over DWDM Using Computational Intelligence. ICTON 2019: 1-4 - [c77]Nishant Gurrapadi, Lydia Taw, Mariana Macedo, Marcos A. C. Oliveira, Diego Pinheiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Modelling the Social Interactions in Ant Colony Optimization. IDEAL (2) 2019: 216-224 - [c76]Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo J. A. Bastos Filho, Flávio Rosendo Da Silva Oliveira:
Analyzing the impact of data representations in classification problems using clustering. IJCNN 2019: 1-6 - [c75]Anderson Vinicius Alves Ferreira, Carmelo J. A. Bastos Filho, Anthony José da Cunha Carneiro Lins:
An Unsupervised Analysis of an Alzheimer's Disease Patient Population Using Subspace Search and Hierarchical Density-Based Clustering. LA-CCI 2019: 1-6 - [c74]Rodrigo P. Monteiro, Carmelo J. A. Bastos Filho:
Detecting Defects in Sanitary Wares Using Deep Learning. LA-CCI 2019: 1-6 - [c73]Leylane Ferreira, Theo Lynn, Patricia Takako Endo, Élisson da Silva Rocha, Kayo Monteiro, Guto Leoni Santos, Francisco Airton Silva, Judith Kelner, Djamel Sadok, Carmelo J. A. Bastos Filho, Pierangelo Rosati:
Optimizing Resource Availability in Composable Data Center Infrastructures. LADC 2019: 1-10 - [i3]Lydia Taw, Nishant Gurrapadi, Mariana Macedo, Marcos A. C. Oliveira, Diego Pinheiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Characterizing the Social Interactions in the Artificial Bee Colony Algorithm. CoRR abs/1904.04203 (2019) - 2018
- [j29]Hitalo O. Silva, Carmelo J. A. Bastos Filho:
Inter-domain routing for communication networks using Hierarchical Hopfield Neural Networks. Eng. Appl. Artif. Intell. 70: 184-198 (2018) - [j28]Marcos A. C. Oliveira, Eraldo Ribeiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Spatio-temporal variations in the urban rhythm: the travelling waves of crime. EPJ Data Sci. 7(1): 29 (2018) - [j27]Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho:
Structured Pyramidal Neural Networks. Int. J. Neural Syst. 28(5): 1750021:1-1750021:22 (2018) - [j26]Rodrigo P. Monteiro, Luiz Felipe Vieira Verçosa, Carmelo J. A. Bastos Filho:
Improving the Performance of the Fish School Search Algorithm. Int. J. Swarm Intell. Res. 9(4): 21-46 (2018) - [j25]Rodrigo P. Monteiro, Gabriel A. Lima, José P. G. Oliveira, Daniel S. C. Cunha, Carmelo J. A. Bastos Filho:
Improving Adaptive Filters for Active Noise Control Using Particle Swarm Optimization. Int. J. Swarm Intell. Res. 9(4): 47-64 (2018) - [j24]Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho:
Pyramidal neural networks with evolved variable receptive fields. Neural Comput. Appl. 29(12): 1443-1453 (2018) - [j23]Rodrigo C. L. Silva, Joaquim F. Martins-Filho, Carmelo J. A. Bastos Filho:
An adaptive-alternative restoration algorithm for optical networks. Photonic Netw. Commun. 35(1): 35-52 (2018) - [c72]Jorge C. Nascimento, Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Manyobjective Optimization to Design Physical Topology of Optical Networks with Undefined Node Locations. CEC 2018: 1-7 - [c71]Hugo Siqueira, Elliackin M. N. Figueiredo, Mariana Macedo, Clodomir J. Santana Jr., Pedro B. Santos, Carmelo J. A. Bastos Filho, Anu A. Gokhale:
Double-Swarm Binary Particle Swarm Optimization. CEC 2018: 1-8 - [c70]Marcello Tomasini, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Characterization of Users by Using Hourly and Daily Spatio-Temporal Patterns Extracted from GPS Trajectories. FLAIRS 2018: 128-133 - [c69]Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Improved Multi-Objective Binary Fish School for Feature Selection. FLAIRS 2018: 189-192 - [c68]Renan Costa Alencar, Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho:
Optimizing Routes for Medicine Distribution Using Team Ant Colony System. HIS 2018: 40-49 - [c67]Sergio F. Ribeiro, Carmelo José Albanez Bastos Filho:
Assessing Ant Colony Optimization Using Adapted Networks Science Metrics. HIS 2018: 125-134 - [c66]Milla S. A. Ferro, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho:
Non-negative Structured Pyramidal Neural Network for Pattern Recognition. IJCNN 2018: 1-7 - [c65]Manoel Alves de Almeida Neto, Roberta Andrade de Araújo Fagundes, Carmelo J. A. Bastos Filho:
Using Multi-objective Algorithms for Optimizing Support Vector Regression Parameters. IJCNN 2018: 1-8 - [c64]Anthony José da Cunha Carneiro Lins, M. T. C. Muniz, Carmelo J. A. Bastos Filho:
Comparing Machine Learning Techniques for Dementia Diagnosis. LA-CCI 2018: 1-6 - [c63]Jorge Candeias do Nascimento, Clodomir J. Santana Jr., Danilo R. B. Araujo, Carmelo J. A. Bastos Filho:
Performance Comparison of Clustering Algorithms to Handle Grouping of City Locations. LA-CCI 2018: 1-6 - [c62]Clodomir J. Santana Jr., Pedro Aguiar, Carmelo J. A. Bastos Filho:
Customer Segmentation in a Travel Agency Dataset using Clustering Algorithms. LA-CCI 2018: 1-6 - [c61]Hugo Siqueira, Elliackin M. N. Figueiredo, Mariana Macedo, Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho, Anu A. Gokhale:
Boolean Binary Cat Swarm Optimization Algorithm. LA-CCI 2018: 1-6 - [c60]Manoel Alves de Almeida Neto, Roberta Andrade de Araújo Fagundes, Carmelo J. A. Bastos Filho:
Optimizing Support Vector Regression with Swarm Intelligence for Estimating the Concrete Compression Strength. MLDM (1) 2018: 126-137 - [i2]Marcos A. C. Oliveira, Eraldo Ribeiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Spatio-temporal variations in the urban rhythm: the travelling waves of crime. CoRR abs/1807.02989 (2018) - [i1]Marcos A. C. Oliveira, Diego Pinheiro, Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Unveiling Swarm Intelligence with Network Science - the Metaphor Explained. CoRR abs/1811.03539 (2018) - 2017
- [j22]Anthony José da Cunha Carneiro Lins, M. T. C. Muniz, A. N. M. Garcia, A. V. Gomes, R. M. Cabral, Carmelo J. A. Bastos Filho:
Using artificial neural networks to select the parameters for the prognostic of mild cognitive impairment and dementia in elderly individuals. Comput. Methods Programs Biomed. 152: 93-104 (2017) - [j21]Diogo L. da Silva, Leticia M. Seijas, Carmelo J. A. Bastos Filho:
Artificial Bee Colony Optimization for Feature Selection of Traffic Sign Recognition. Int. J. Swarm Intell. Res. 8(2): 50-66 (2017) - [j20]Erick de A. Barboza, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho, Marcionilo J. da Silva, Leonardo D. Coelho, Uiara C. de Moura, Juliano R. F. Oliveira:
Local and global approaches for the adaptive control of a cascade of amplifiers. Photonic Netw. Commun. 33(2): 194-207 (2017) - [c59]Danilo R. B. Araujo, Carmelo J. A. Bastos Filho:
Robustness of physical topologies of optical networks created by variants of Gabriel graphs. HPSR 2017: 1-6 - [c58]E. O. Figueiroa, Emerson A. O. Lima, Carmelo J. A. Bastos Filho, Jaciara Clarissa da Silva, André V. S. Xavier, Danilo R. B. Araujo:
A routing algorithm based on fuzzy logics for elastic optical networks. HPSR 2017: 1-6 - [c57]Carmelo J. A. Bastos Filho, Erick de A. Barboza, Joaquim F. Martins-Filho:
Estimating the spectral gain and the noise figure of EDFA using artificial neural networks. ICTON 2017: 1-4 - [c56]Milla S. A. Ferro, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho:
Non-negative pyramidal neural network for parts-based learning. IJCNN 2017: 1709-1716 - [c55]Danilo R. B. Araujo, Gustavo H. P. S. de Barros, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Surrogate models assisted by neural networks to assess the resilience of networks. LA-CCI 2017: 1-6 - [c54]Janderson Ferreira, Milla S. A. Ferro, Bruno J. T. Fernandes, Mêuser J. S. Valença, Carmelo José Albanez Bastos Filho, Pablo V. A. Barros:
Extreme learning machine autoencoder for data augmentation. LA-CCI 2017: 1-6 - [c53]Rodrigo P. Monteiro, Gabriel A. Lima, José P. G. Oliveira, Daniel S. C. Cunha, Carmelo J. A. Bastos Filho:
Accelerating the convergence of adaptive filters for active noise control using particle swarm optimization. LA-CCI 2017: 1-6 - [c52]Marcos A. C. Oliveira, Diego Pinheiro, Mariana Macedo, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Better exploration-exploitation pace, better swarm: Examining the social interactions. LA-CCI 2017: 1-6 - [c51]Pedro B. Santos, Mariana Macedo, Elliackin M. N. Figueiredo, Clodomir J. Santana Jr., Fabiana Soares, Hugo Siqueira, Alexandre Magno Andrade Maciel, Anuradha Gokhale, Carmelo J. A. Bastos Filho:
Application of PSO-based clustering algorithms on educational databases. LA-CCI 2017: 1-6 - [c50]Diogo L. da Silva, Leticia M. Seijas, Carmelo J. A. Bastos Filho:
Pedestrian detection in digital videos using committee of motion feature extractors. LA-CCI 2017: 1-6 - [c49]Luiz Felipe Vieira Verçosa, Carmelo José Albanez Bastos Filho, Rodrigo P. Monteiro:
Combining a novel feeding operator and recent advances to improve the fish school search. LA-CCI 2017: 1-6 - 2016
- [j19]Elliackin M. N. Figueiredo, Teresa Bernarda Ludermir, Carmelo J. A. Bastos Filho:
Many Objective Particle Swarm Optimization. Inf. Sci. 374: 115-134 (2016) - [j18]Luiz F. F. de Oliveira, Fernando Buarque de Lima Neto, Sérgio Campello Oliveira, Carmelo J. A. Bastos Filho:
A fuzzy-swarm based approach for the coordination of unmanned aerial vehicles. J. Intell. Fuzzy Syst. 31(3): 1513-1520 (2016) - [j17]André V. S. Xavier, Raul Camelo de Andrade Almeida, Daniel A. R. Chaves, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Power series-based algorithm for dedicated protection in WDM optical networks. Photonic Netw. Commun. 32(1): 40-53 (2016) - [c48]Marcos A. C. Oliveira, Diego Pinheiro, Bruno Andrade, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Communication Diversity in Particle Swarm Optimizers. ANTS Conference 2016: 77-88 - [c47]Elliackin M. N. Figueiredo, Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Teresa Bernarda Ludermir:
Physical Topology Design of Optical Networks Aided by Many-Objective Optimization Algorithms. BRACIS 2016: 409-414 - [c46]Carmelo J. A. Bastos Filho, Danilo R. B. Araujo, Joaquim F. Martins-Filho:
Incorporating an indicator based on modularity to improve routing in optical networks. ICTON 2016: 1-4 - [c45]Raphael F. Carneiro, Carmelo J. A. Bastos Filho:
Improving the Binary Fish School Search Algorithm for feature selection. LA-CCI 2016: 1-6 - [c44]Vital Dupleix, Danilo R. B. Araujo, Carmelo J. A. Bastos Filho:
Designing the optical network of Haiti using a multi-objective evolutionary approach. LA-CCI 2016: 1-6 - [c43]Victor C. F. Lima, Carmelo J. A. Bastos Filho:
An approach based on network science to detect communities in Social Networks. LA-CCI 2016: 1-6 - [c42]Rodrigo F. S. C. Oliveira, Carmelo J. A. Bastos Filho:
Human detection in digital videos using motion features extractors. LA-CCI 2016: 1-2 - 2015
- [j16]Danilo R. B. de Araujo, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
An evolutionary approach with surrogate models and network science concepts to design optical networks. Eng. Appl. Artif. Intell. 43: 67-80 (2015) - [j15]Danilo R. B. de Araujo, Joaquim F. Martins-Filho, Carmelo J. A. Bastos Filho:
New Graph Model to Design Optical Networks. IEEE Commun. Lett. 19(12): 2130-2133 (2015) - [j14]L. N. Vitorino, Sergio F. Ribeiro, Carmelo J. A. Bastos Filho:
A mechanism based on Artificial Bee Colony to generate diversity in Particle Swarm Optimization. Neurocomputing 148: 39-45 (2015) - [j13]Carmelo J. A. Bastos Filho, Augusto C. S. Guimarães:
Multi-Objective Fish School Search. Int. J. Swarm Intell. Res. 6(1): 23-40 (2015) - [j12]Danilo R. B. de Araujo, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Methodology to Obtain a Fast and Accurate Estimator for Blocking Probability of Optical Networks. JOCN 7(5): 380-391 (2015) - [j11]Marcos A. C. Oliveira, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Using network science to assess particle swarm optimizers. Soc. Netw. Anal. Min. 5(1): 3:1-3:13 (2015) - [c41]Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho:
Pyramidal Neural Networks with Variable Receptive Fields Designed by Genetic Algorithms. GECCO (Companion) 2015: 1487-1488 - [c40]Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Artificial Neural Networks to estimate Blocking Probability of transparent optical networks: A robustness study for different networks. ICTON 2015: 1-4 - [c39]Daniel A. R. Chaves, Emerson F. da Silva, Carmelo J. A. Bastos Filho, Helder A. Pereira, Raul C. Almeida:
Heuristic algorithms for regenerator assignment in dynamic translucent elastic optical networks. ICTON 2015: 1-4 - 2014
- [c38]Danilo R. B. de Araujo, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Using the Entropy of the DFT of the Laplacian Eigenvalues to Assess Networks. CompleNet 2014: 209-216 - [c37]Joao A. G. Sargo, Susana M. Vieira, João M. C. Sousa, Carmelo J. A. Bastos Filho:
Binary Fish School Search applied to feature selection: Application to ICU readmissions. FUZZ-IEEE 2014: 1366-1373 - [c36]Alessandra M. Soares, Bruno J. T. Fernandes, Carmelo J. A. Bastos Filho:
Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm Optimization. ICANN 2014: 667-674 - [c35]Marcos A. C. Oliveira, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Towards a network-based approach to analyze particle swarm optimizers. SIS 2014: 166-173 - 2013
- [j10]George M. Cavalcanti-Júnior, Fernando Buarque de Lima Neto, Carmelo J. A. Bastos Filho:
On the Analysis of HPSO Improvement by Use of the Volitive Operator of Fish School Search. Int. J. Swarm Intell. Res. 4(1): 62-77 (2013) - [c34]Marcos A. C. Oliveira Junior, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Assessing Particle Swarm Optimizers Using Network Science Metrics. CompleNet 2013: 173-184 - [c33]Anderson Vinicius Alves Ferreira, Carmelo José Albanez Bastos Filho:
Cloud services. LatinCloud 2013: 59-64 - 2012
- [j9]Joaquim F. Martins-Filho, Jamersson L. de Santana, Helder A. Pereira, Daniel A. R. Chaves, Carmelo J. A. Bastos Filho:
Assessment of the Power Series Routing Algorithm in Translucent, Transparent and Opaque Optical Networks. IEEE Commun. Lett. 16(6): 941-944 (2012) - [j8]Daniel A. R. Chaves, Renan V. B. Carvalho, Helder A. Pereira, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Novel strategies for sparse regenerator placement in translucent optical networks. Photonic Netw. Commun. 24(3): 237-251 (2012) - [c32]L. N. Vitorino, Sergio F. Ribeiro, Carmelo J. A. Bastos Filho:
A hybrid swarm intelligence optimizer based on particles and artificial bees for high-dimensional search spaces. IEEE Congress on Evolutionary Computation 2012: 1-6 - [c31]Marcos A. C. Oliveira Junior, Carmelo J. A. Bastos Filho, Ronaldo Menezes:
Using Network Science to Define a Dynamic Communication Topology for Particle Swarm Optimizers. CompleNet 2012: 39-47 - [c30]Saulo M. Santos, Mêuser J. S. Valença, Carmelo J. A. Bastos Filho:
Comparing Particle Swarm Optimization Approaches for Training Multi-Layer Perceptron Neural Networks for Forecasting. IDEAL 2012: 344-351 - [c29]Anthony José da Cunha Carneiro Lins, Fernando Buarque de Lima Neto, François Fages, Carmelo J. A. Bastos Filho:
A Comparative Analysis of FSS with CMA-ES and S-PSO in Ill-Conditioned Problems. IDEAL 2012: 416-422 - [c28]Diego M. P. F. Silva, Luiz Felipe F. de Oliveira, Mariana G. M. Macedo, Carmelo J. A. Bastos Filho:
On the Analysis of a Swarm Intelligence Based Coordination Model for Multiple Unmanned Aerial Vehicles. LARS/SBR 2012: 208-213 - 2011
- [j7]Carmelo J. A. Bastos Filho, Daniel A. R. Chaves, Felipe S. F. e Silva, Helder A. Pereira, Joaquim F. Martins-Filho:
Wavelength Assignment for Physical-Layer-Impaired Optical Networks Using Evolutionary Computation. JOCN 3(3): 178-188 (2011) - [j6]Daniel A. R. Chaves, Douglas O. Aguiar, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
A methodology to design the link cost functions for impairment aware routing algorithms in optical networks. Photonic Netw. Commun. 22(2): 133-150 (2011) - [c27]Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Erick A. Barboza, Daniel A. R. Chaves, Joaquim F. Martins-Filho:
A performance comparison of multi-objective optimization evolutionary algorithms for all-optical networks design. MCDM 2011: 89-96 - [c26]Carmelo J. A. Bastos Filho, Marcos A. C. Oliveira, Dennis R. C. Silva, Robson A. Santana:
Optimizing a routing algorithm based on Hopfield Neural Networks for Graphic Processing Units. FOCI 2011: 88-93 - [c25]Danilo R. B. Araujo, Carmelo J. A. Bastos Filho, Erick A. Barboza, Daniel A. R. Chaves, Joaquim F. Martins-Filho:
An efficient multi-objective evolutionary optimizer to design all-optical networks considering physical impairments and CAPEX. ISDA 2011: 76-81 - [c24]Carmelo J. A. Bastos Filho, Elliackin M. N. Figueiredo, Erick A. Barboza, Joaquim F. Martins-Filho, Marcelo Eduardo Vieira Segatto, S. Cani, Maria José Pontes:
Simple design of Raman fiber amplifiers using a multi-objective optimizer. ISDA 2011: 1128-1133 - [c23]George M. Cavalcanti-Júnior, Carmelo J. A. Bastos Filho, Fernando Buarque de Lima Neto, Rodrigo M. C. S. Castro:
A Hybrid Algorithm Based on Fish School Search and Particle Swarm Optimization for Dynamic Problems. ICSI (2) 2011: 543-552 - [c22]Salomão Sampaio Madeiro, Fernando Buarque de Lima Neto, Carmelo J. A. Bastos Filho, Elliackin Messias do Nascimento Figueiredo:
Density as the Segregation Mechanism in Fish School Search for Multimodal Optimization Problems. ICSI (2) 2011: 563-572 - [c21]Murilo Rebelo Pontes, Fernando Buarque de Lima Neto, Carmelo J. A. Bastos Filho:
Adaptive Clan Particle Swarm Optimization. SWIS 2011: 17-22 - [c20]Carmelo J. A. Bastos Filho, Péricles B. C. de Miranda:
Multi-Objective Particle Swarm Optimization using speciation. SWIS 2011: 164-169 - 2010
- [j5]Daniel A. R. Chaves, Douglas O. Aguiar, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Fast and adaptive impairment aware routing and wavelength assignment algorithm optimized by offline simulations. Opt. Switch. Netw. 7(3): 127-138 (2010) - [j4]Helder A. Pereira, Renan V. B. Carvalho, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
Impact of amplifier noise figure modeling in simulations of impairment-aware all-optical networks. Photonic Netw. Commun. 19(1): 110-120 (2010) - [c19]Carmelo J. A. Bastos Filho, Marcos A. C. Oliveira, Debora N. O. Nascimento, Alex D. Ramos:
Impact of the Random Number generator quality on particle swarm optimization algorithm running on graphic processor units. HIS 2010: 85-90 - [c18]Antônio I. S. Nascimento, Carmelo J. A. Bastos Filho:
A Particle Swarm Optimization based approach for the maximum coverage problem in cellular base stations positioning. HIS 2010: 91-96
2000 – 2009
- 2009
- [j3]Wesnaida H. Schuler, Carmelo J. A. Bastos Filho, Adriano L. I. Oliveira:
A novel hybrid training method for hopfield neural networks applied to routing in communications networks. Int. J. Hybrid Intell. Syst. 6(1): 27-39 (2009) - [j2]Danilo Ferreira de Carvalho, Carmelo José Albanez Bastos Filho:
Clan particle swarm optimization. Int. J. Intell. Comput. Cybern. 2(2): 197-227 (2009) - [j1]Helder A. Pereira, Daniel A. R. Chaves, Carmelo J. A. Bastos Filho, Joaquim F. Martins-Filho:
OSNR model to consider physical layer impairments in transparent optical networks. Photonic Netw. Commun. 18(2): 137-149 (2009) - [c17]Salomão Sampaio Madeiro, Carmelo J. A. Bastos Filho, Fernando Buarque de Lima Neto, Elliackin M. N. Figueiredo:
Adaptative clustering Particle Swarm Optimization. IPDPS 2009: 1-8 - [c16]Robson A. Santana, Murilo Rebelo Pontes, Carmelo J. A. Bastos Filho:
A Multiple Objective Particle Swarm Optimization Approach Using Crowding Distance and Roulette Wheel. ISDA 2009: 237-242 - [c15]Carmelo J. A. Bastos Filho, Danilo Ferreira de Carvalho, Elliackin M. N. Figueiredo, Péricles B. C. de Miranda:
Dynamic Clan Particle Swarm Optimization. ISDA 2009: 249-254 - [c14]Carmelo J. A. Bastos Filho, Júlio Dantas Andrade, Marcelo Souza Pita, Alex D. Ramos:
Impact of the Quality of Random Numbers Generators on the Performance of Particle Swarm Optimization. SMC 2009: 4988-4993 - [c13]Carmelo J. A. Bastos Filho, Fernando Buarque de Lima Neto, Maria Fernanda Cavalcanti Sousa, Murilo Rebelo Pontes, Salomão Sampaio Madeiro:
On the Intelligence of the Swimming Operators in the Fish School Search Algorithm. SMC 2009: 5012-5017 - [p1]Carmelo J. A. Bastos Filho, Fernando Buarque de Lima Neto, Anthony José da Cunha Carneiro Lins, Antônio I. S. Nascimento, Marília P. Lima:
Fish School Search. Nature-Inspired Algorithms for Optimisation 2009: 261-277 - 2008
- [c12]Danilo Ferreira de Carvalho, Carmelo J. A. Bastos Filho:
Clan Particle Swarm Optimization. IEEE Congress on Evolutionary Computation 2008: 3044-3051 - [c11]Carmelo J. A. Bastos Filho, Marcel P. Caraciolo, Péricles B. C. de Miranda, Danilo Ferreira de Carvalho:
Multi-Ring Dispersed Particle Swarm Optimization. HIS 2008: 25-30 - [c10]Carmelo J. A. Bastos Filho, Wesnaida H. Schuler, Adriano L. I. Oliveira:
A fast and reliable routing algorithm based on Hopfield Neural Networks optimized by Particle Swarm Optimization. IJCNN 2008: 2777-2783 - [c9]Abel G. Silva-Filho, Carmelo J. A. Bastos Filho, Davi M. A. Falcão, Filipe R. Cordeiro, Rodrigo M. C. S. Castro:
An Optimization Mechanism Intended for Two-Level Cache Hierarchy to Improve Energy and Performance Using the NSGAII Algorithm. SBAC-PAD 2008: 19-26 - [c8]Lamartine Almeida Teixeira, Felipe T. G. Oliveira, Adriano L. I. Oliveira, Carmelo J. A. Bastos Filho:
Adjusting Weights and Architecture of Neural Networks through PSO with Time-Varying Parameters and Early Stopping. SBRN 2008: 33-38 - [c7]Carmelo J. A. Bastos Filho, Marcel P. Caraciolo, Péricles B. C. de Miranda, Danilo Ferreira de Carvalho:
Multi-ring Particle Swarm Optimization. SBRN 2008: 111-116 - [c6]Carmelo J. A. Bastos Filho, Fernando Buarque de Lima Neto, Anthony José da Cunha Carneiro Lins, Antônio I. S. Nascimento, Marília P. Lima:
A novel search algorithm based on fish school behavior. SMC 2008: 2646-2651 - 2007
- [c5]Carmelo J. A. Bastos Filho, Robson A. Santana, Adriano L. I. Oliveira:
A Novel Approach for a Routing Algorithm Based on a Discrete Time Hopfield Neural Network. FOCI 2007: 363-369 - [c4]Wesnaida H. Schuler, Carmelo J. A. Bastos Filho, Adriano L. I. Oliveira:
A Novel Hybrid Training Method for Hopfield Neural Networks Applied to Routing in Communications Networks. HIS 2007: 36-41 - [c3]Carmelo J. A. Bastos Filho, Carlos A. B. Mello, Júlio Dantas Andrade, Davi M. A. Falcão, Marília P. Lima, Wellington P. dos Santos, Adriano L. I. Oliveira:
Based on Color Quantization by Genetic Algorithms. ICTAI (1) 2007: 488-491 - [c2]Wesnaida H. Schuler, Carmelo J. A. Bastos Filho, Adriano L. I. Oliveira:
A Hybrid Hopfield Network-Simulated Annealing approach to Optimize Routing Processes in Telecommunications Networks. ISDA 2007: 58-63 - [c1]Abel G. Silva-Filho, Carmelo J. A. Bastos Filho, Ricardo Massa Ferreira Lima, Davi M. A. Falcão, Filipe R. Cordeiro, Marília P. Lima:
An Intelligent Mechanism to Explore a Two-Level Cache Hierarchy Considering Energy Consumption and Time Performance. SBAC-PAD 2007: 177-184
Coauthor Index
Erick A. Barboza
aka: Erick de A. Barboza
aka: Erick de A. Barboza
Elliackin M. N. Figueiredo
aka: Elliackin Messias do Nascimento Figueiredo
aka: Elliackin Messias do Nascimento Figueiredo
Anthony José da Cunha Carneiro Lins
aka: Anthony Lins
aka: Anthony Lins
Mariana Macedo
aka: Mariana G. M. Macedo
aka: Mariana G. M. Macedo
Rodrigo de Paula Monteiro
aka: Rodrigo P. Monteiro
aka: Rodrigo P. Monteiro
Fernando B. Lima Neto
aka: Fernando Buarque de Lima Neto
aka: Fernando Buarque de Lima Neto
Marcos A. C. Oliveira
aka: Marcos A. C. Oliveira Junior
aka: Marcos A. C. Oliveira Junior
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