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• 2025
• 
  [j49]
  Antonio V. A. Lundgren,Byron L. D. Bezerra,Carmelo J. A. Bastos Filho:
  VisualSAF-A Novel Framework for Visual Semantic Analysis Tasks.IEEE Access13:21052-21063 (2025)
• 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)
• 
  [c116]
  José Antônio dos Santos,Ellen Souza,Carmelo J. A. Bastos Filho,Hidelberg Oliveira Albuquerque,Douglas Vitório,Danilo Carlos Gouveia de Lucena,Nádia Félix F. da Silva,André C. P. L. F. de Carvalho:
  HIRS: A Hybrid Information Retrieval System for Legislative Documents.EPIA (1)2024:320-331
• 
  [c115]
  Rafael Holanda,Rodrigo Monteiro,Carmelo J. A. Bastos Filho:
  Entropy-driven ECG Arrhythmia Classification.LA-CCI2024:1-6
• 
  [c114]
  Rodrigo Cesar Lira,Mariana Macedo,Hugo Valadares Siqueira,Carmelo J. A. Bastos Filho:
  Exploring Social Dynamics in a Reinforcement Learning-based Metaheuristic: A study using Improvement Frequency and Population Turnover.LA-CCI2024:1-6
• 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 Access11:116480-116496 (2023)
• 
  [j46]
  Jorge Candeias,Danilo R. B. Araujo,Péricles B. C. 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.JOCN15(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-CCI2023:1-6
• 
  [c111]
  Rodrigo Cesar Lira,Mariana Macedo,Hugo Valadares Siqueira,Carmelo J. A. Bastos Filho:
  Applying Reinforcement Learning to Combine Multiple Swarm-based Algorithms.LA-CCI2023:1-6
• 
  [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-CCI2023:1-6
• 
  [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-CCI2023:1-6
• 
  [c108]
  Carlos Silva,Clodomir J. Santana Jr.,Carmelo J. A. Bastos Filho:
  Impact Assessment of Memetic Operators on Communication Topologies for the PSO.LA-CCI2023:1-6
• 
  [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-CCI2023:1-6
• 
  [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 Access10:1860-1870 (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. Informatics51:101519 (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-CCI2022:1-5
• 
  [c104]
  Rodrigo Cesar Lira,Mariana Macedo,Hugo Valadares Siqueira,Carmelo J. A. Bastos Filho:
  Boolean Binary Grey Wolf Optimizer.LA-CCI2022:1-6
• 
  [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-CCI2022:1-6
• 
  [c102]
  Steffano Xavier Pereira,Péricles B. C. 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-CCI2022:1-6
• 
  [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-CCI2022:1-6
• 
  [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-CCI2022:1-6
• 
  [i7]
  Felipe Costa Farias,Teresa Bernarda Ludermir,Carmelo José Albanez Bastos Filho:
  Embarrassingly Parallel Independent Training of Multi-Layer Perceptrons with Heterogeneous Architectures.CoRRabs/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!CoRRabs/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 Access9:149814-149858 (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.GECCO2021:40-48
• 
  [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.ISDA2021:188-198
• 
  [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-CCI2021:1-6
• 
  [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-CCI2021:1-6
• 
  [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.LATINCOM2021:1-6
• 
  [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.LATINCOM2021:1-6
• 
  [c93]
  Matheus Marinho,Carmelo J. A. Bastos Filho,Anthony Lins:
  An Exploratory Analysis on a Disinformation Dataset.OLA2021:144-155
• 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.FLAIRS2020:428-433
• 
  [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.ICTON2020:1-4
• 
  [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.ISDA2020:498-507
• 
  [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/WRE2020:1-6
• 
  [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.LATINCOM2020:1-6
• 
  [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.SIBGRAPI2020:69-76
• 
  [c83]
  Leticia V. N. Lapenda,Rodrigo P. Monteiro,Carmelo J. A. Bastos Filho:
  Autoencoder latent space: an empirical study.SSCI2020:2453-2460
• 
  [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.SSCI2020:2905-2911
• 
  [i5]
  Paulo Rocha,Diego Pinheiro,Martin Cadeiras,Carmelo J. A. Bastos Filho:
  Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method.CoRRabs/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.CoRRabs/2010.06099 (2020)

• 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.CEC2019:1243-1250
• 
  [c80]
  Clodomir J. Santana Jr.,Carmelo J. A. Bastos Filho,Mariana Macedo,Hugo Siqueira:
  SBFSS: Simplified Binary Fish School Search.CEC2019:2595-2602
• 
  [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.ICALT2019:187-189
• 
  [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.ICTON2019:1-4
• 
  [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.IJCNN2019:1-6
• 
  [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-CCI2019:1-6
• 
  [c74]
  Rodrigo P. Monteiro,Carmelo J. A. Bastos Filho:
  Detecting Defects in Sanitary Wares Using Deep Learning.LA-CCI2019:1-6
• 
  [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.LADC2019:1-10
• 
  [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.CoRRabs/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.CEC2018:1-7
• 
  [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.CEC2018:1-8
• 
  [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.FLAIRS2018:128-133
• 
  [c69]
  Mariana Macedo,Carmelo J. A. Bastos Filho,Ronaldo Menezes:
  Improved Multi-Objective Binary Fish School for Feature Selection.FLAIRS2018:189-192
• 
  [c68]
  Renan Costa Alencar,Clodomir J. Santana Jr.,Carmelo J. A. Bastos Filho:
  Optimizing Routes for Medicine Distribution Using Team Ant Colony System.HIS2018:40-49
• 
  [c67]
  Sergio F. Ribeiro,Carmelo José Albanez Bastos Filho:
  Assessing Ant Colony Optimization Using Adapted Networks Science Metrics.HIS2018:125-134
• 
  [c66]
  Milla S. A. Ferro,Bruno J. T. Fernandes,Carmelo J. A. Bastos Filho:
  Non-negative Structured Pyramidal Neural Network for Pattern Recognition.IJCNN2018:1-7
• 
  [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.IJCNN2018:1-8
• 
  [c64]
  Anthony José da Cunha Carneiro Lins,M. T. C. Muniz,Carmelo J. A. Bastos Filho:
  Comparing Machine Learning Techniques for Dementia Diagnosis.LA-CCI2018:1-6
• 
  [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-CCI2018:1-6
• 
  [c62]
  Clodomir J. Santana Jr.,Pedro Aguiar,Carmelo J. A. Bastos Filho:
  Customer Segmentation in a Travel Agency Dataset using Clustering Algorithms.LA-CCI2018:1-6
• 
  [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-CCI2018:1-6
• 
  [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.CoRRabs/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.CoRRabs/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.HPSR2017:1-6
• 
  [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.HPSR2017:1-6
• 
  [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.ICTON2017:1-4
• 
  [c56]
  Milla S. A. Ferro,Bruno J. T. Fernandes,Carmelo J. A. Bastos Filho:
  Non-negative pyramidal neural network for parts-based learning.IJCNN2017:1709-1716
• 
  [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-CCI2017:1-6
• 
  [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-CCI2017:1-6
• 
  [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-CCI2017:1-6
• 
  [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-CCI2017:1-6
• 
  [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-CCI2017:1-6
• 
  [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-CCI2017:1-6
• 
  [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-CCI2017:1-6
• 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 Conference2016:77-88
• 
  [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.BRACIS2016:409-414
• 
  [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.ICTON2016:1-4
• 
  [c45]
  Raphael F. Carneiro,Carmelo J. A. Bastos Filho:
  Improving the Binary Fish School Search Algorithm for feature selection.LA-CCI2016:1-6
• 
  [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-CCI2016:1-6
• 
  [c43]
  Victor C. F. Lima,Carmelo J. A. Bastos Filho:
  An approach based on network science to detect communities in Social Networks.LA-CCI2016:1-6
• 
  [c42]
  Rodrigo F. S. C. Oliveira,Carmelo J. A. Bastos Filho:
  Human detection in digital videos using motion features extractors.LA-CCI2016:1-2
• 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.Neurocomputing148:39-45 (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.JOCN7(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.ICTON2015:1-4
• 
  [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.ICTON2015:1-4
• 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.CompleNet2014:209-216
• 
  [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-IEEE2014:1366-1373
• 
  [c36]
  Alessandra M. Soares,Bruno J. T. Fernandes,Carmelo J. A. Bastos Filho:
  Lateral Inhibition Pyramidal Neural Networks Designed by Particle Swarm Optimization.ICANN2014:667-674
• 
  [c35]
  Marcos A. C. Oliveira,Carmelo J. A. Bastos Filho,Ronaldo Menezes:
  Towards a network-based approach to analyze particle swarm optimizers.SIS2014:166-173
• 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.CompleNet2013:173-184
• 
  [c33]
  Anderson Vinicius Alves Ferreira,Carmelo José Albanez Bastos Filho:
  Cloud services.LatinCloud2013:59-64
• 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 Computation2012:1-6
• 
  [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.CompleNet2012:39-47
• 
  [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.IDEAL2012:344-351
• 
  [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.IDEAL2012:416-422
• 
  [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/SBR2012:208-213
• 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.JOCN3(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.MCDM2011:89-96
• 
  [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.FOCI2011:88-93
• 
  [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.ISDA2011:76-81
• 
  [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.ISDA2011:1128-1133
• 
  [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.SWIS2011:17-22
• 
  [c20]
  Carmelo J. A. Bastos Filho,Péricles B. C. Miranda:
  Multi-Objective Particle Swarm Optimization using speciation.SWIS2011:164-169
• 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.HIS2010:85-90
• 
  [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.HIS2010:91-96

• 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.IPDPS2009:1-8
• 
  [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.ISDA2009:237-242
• 
  [c15]
  Carmelo J. A. Bastos Filho,Danilo Ferreira de Carvalho,Elliackin M. N. Figueiredo,Péricles Barbosa C. de Miranda:
  Dynamic Clan Particle Swarm Optimization.ISDA2009:249-254
• 
  [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.SMC2009:4988-4993
• 
  [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.SMC2009:5012-5017
• 
  [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 Optimisation2009:261-277
• 2008
• 
  [c12]
  Danilo Ferreira de Carvalho,Carmelo J. A. Bastos Filho:
  Clan Particle Swarm Optimization.IEEE Congress on Evolutionary Computation2008:3044-3051
• 
  [c11]
  Carmelo J. A. Bastos Filho,Marcel P. Caraciolo,Péricles B. C. Miranda,Danilo Ferreira de Carvalho:
  Multi-Ring Dispersed Particle Swarm Optimization.HIS2008:25-30
• 
  [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.IJCNN2008:2777-2783
• 
  [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-PAD2008:19-26
• 
  [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.SBRN2008:33-38
• 
  [c7]
  Carmelo J. A. Bastos Filho,Marcel P. Caraciolo,Péricles B. C. Miranda,Danilo Ferreira de Carvalho:
  Multi-ring Particle Swarm Optimization.SBRN2008:111-116
• 
  [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.SMC2008:2646-2651
• 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.FOCI2007:363-369
• 
  [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.HIS2007:36-41
• 
  [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.ISDA2007:58-63
• 
  [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-PAD2007:177-184