Aurora T. R. Pozo

116 papers A 4B 18C 5Journal 41Unranked 44
YearRankTypeTitle / Venue / Authors
2024 — conf
SMT: A High-Performance Approach for Counting Kmers.
BIOSTEC (1)
Jader M. Caldonazzo Garbelini, Danilo Sipoli Sanches, André Yoshiaki Kashiwabara, Aurora T. R. Pozo
2024 — conf
The Effect of Text Normalization on Mining Portuguese Man-of-War Instagram Posts.
ADBIS (Short Papers)
Heloisa Fernanda Rocha, Carlos A. Prolo, Aurora T. R. Pozo, Carmem S. Hara
2024 J jnl
biomapp::chip: large-scale motif analysis.
BMC Bioinform.
Jader M. Caldonazzo Garbelini, Danilo Sipoli Sanches, Aurora T. R. Pozo
2023 J jnl
Creating deep neural networks for text classification tasks using grammar genetic programming.
Appl. Soft Comput.
Dimmy Magalhães, Ricardo Henrique Remes de Lima, Aurora T. R. Pozo
2023 — conf
Federated Self-Supervised Learning for Intrusion Detection.
SSCI
Bruno Henrique Meyer, Aurora T. R. Pozo, Michele Nogueira, Wagner M. Nunan Zola
2022 J jnl
A grammar-based GP approach applied to the design of deep neural networks.
Genet. Program. Evolvable Mach.
Ricardo Henrique Remes de Lima, Dimmy Magalhães, Aurora T. R. Pozo, Alexander Mendiburu, Roberto Santana
2022 J jnl
An Analysis of the Admissibility of the Objective Functions Applied in Evolutionary Multi-objective Clustering.
CoRR
Cristina Y. Morimoto, Aurora T. R. Pozo, Marcílio Carlos Pereira de Souto
2022 J jnl
An analysis of the admissibility of the objective functions applied in evolutionary multi-objective clustering.
Inf. Sci.
Cristina Y. Morimoto, Aurora T. R. Pozo, Marcilio C. P. de Souto
2022 B conf
Detecting Nested Structures Through Evolutionary Multi-objective Clustering.
EvoApplications
Cristina Y. Morimoto, Aurora T. R. Pozo, Marcílio Carlos Pereira de Souto
2022 J jnl
On the cooperation of meta-heuristics for solving many-objective problems: An empirical analysis including benchmark and real-world problems.
Expert Syst. Appl.
Gian Mauricio Fritsche, Aurora T. R. Pozo
2022 J jnl
Portuguese Man-of-War Image Classification with Convolutional Neural Networks.
CoRR
Alessandra Carneiro, Lorena Nascimento, Mauricio Noernberg, Carmem S. Hara, Aurora T. R. Pozo
2022 — conf
The Impact of State Representation on Approximate Q-Learning for a Selection Hyper-heuristic.
BRACIS (1)
Augusto Lopez Dantas, Aurora T. R. Pozo
2021 J jnl
A Survey of Evolutionary Multi-Objective Clustering Approaches.
CoRR
Cristina Y. Morimoto, Aurora T. R. Pozo, Marcilio C. P. de Souto
2021 J jnl
An Approach for the Generation of Multi-Objective Algorithms Applied to the Integration and Test Order Problem.
J. Softw. Eng. Res. Dev.
Giovani Guizzo, Thainá Mariani, Silvia Regina Vergilio, Aurora T. R. Pozo
2021 B conf
Automatic Design of Deep Neural Networks Applied to Image Segmentation Problems.
EuroGP
Ricardo Henrique Remes de Lima, Aurora T. R. Pozo, Alexander Mendiburu, Roberto Santana
2021 — conf
COVID-19 Portal: Machine Learning Techniques Applied to the Analysis of Judicial Processes Related to the Pandemic.
ADBIS (Short Papers)
Ana Sodré, Dimmy Magalhães, Luis Floriano, Aurora T. R. Pozo, Carmem S. Hara, Sidnei Machado
2021 — conf
Influence of a GRASP Initialization on the Performance of the Hybrid Genetic Search with Adaptive Diversity Control.
SSCI
Alexander Fiabane do Rego, Aurora T. R. Pozo
2021 — conf
Multi-objective Clustering: A Data-Driven Analysis of MOCLE, MOCK and Δ-MOCK.
ICONIP (5)
Adriano Kultzak, Cristina Y. Morimoto, Aurora T. R. Pozo, Marcilio C. P. de Souto
2021 J jnl
Multi-objective Clustering: A Data-driven Analysis of MOCLE, MOCK and Δ-MOCK.
CoRR
Adriano Kultzak, Cristina Y. Morimoto, Aurora T. R. Pozo, Marcilio C. P. de Souto
2021 — conf
Online Selection of Heuristic Operators with Deep Q-Network: A Study on the HyFlex Framework.
BRACIS (1)
Augusto Lopez Dantas, Aurora T. R. Pozo
2021 — conf
Using deep Q-network for selection hyper-heuristics.
GECCO Companion
Augusto Lopez Dantas, Alexander Fiabane do Rego, Aurora T. R. Pozo
2021 — conf
Warp-centric K-Nearest Neighbor Graphs construction on GPU.
ICPP Workshops
Bruno Henrique Meyer, Aurora T. R. Pozo, Wagner M. Nunan Zola
2020 B conf
A Symmetric grammar approach for designing segmentation models.
CEC
Ricardo Henrique Remes de Lima, Aurora T. R. Pozo, Alexander Mendiburu, Roberto Santana
2020 — conf
Classification of Relationship in Argumentation Using Graph Convolutional Network.
ADBIS/TPDL/EDA Workshops
Dimmy Magalhães, Aurora T. R. Pozo
2020 J jnl
On the use of fitness landscape features in meta-learning based algorithm selection for the quadratic assignment problem.
Theor. Comput. Sci.
Augusto Lopez Dantas, Aurora T. R. Pozo
2020 J jnl
Preface.
Nat. Comput.
Aurora T. R. Pozo, Heloisa de Arruda Camargo
2020 J jnl
Smart Reckoning: Reducing the traffic of online multiplayer games using machine learning for movement prediction.
Entertain. Comput.
Elias P. Duarte Jr., Aurora T. R. Pozo, Pamela Beltrani
2020 B conf
The Analysis of a Cooperative Hyper-Heuristic on a Constrained Real-world Many-objective Continuous Problem.
CEC
Gian Mauricio Fritsche, Aurora T. R. Pozo
2019 — conf
Automatic Design of Convolutional Neural Networks using Grammatical Evolution.
BRACIS
Ricardo Henrique Remes de Lima, Aurora T. R. Pozo, Roberto Santana
2019 — conf
Combining Fitness Landscape Analysis and Adaptive Operator Selection in Multi and Many-Objective Optimization.
BRACIS
Josiel Kuk, Richard A. Gonçalves, Aurora T. R. Pozo
2019 A conf
Cooperative based hyper-heuristic for many-objective optimization.
GECCO
Gian Mauricio Fritsche, Aurora T. R. Pozo
2019 — conf
Evolving convolutional neural networks through grammatical evolution.
GECCO (Companion)
Ricardo Henrique Remes de Lima, Aurora T. R. Pozo
2019 J jnl
Parallel multi-swarm PSO strategies for solving many objective optimization problems.
J. Parallel Distributed Comput.
Arion de Campos Jr., Aurora T. R. Pozo, Elias P. Duarte Jr.
2018 — conf
A Hyper-Heuristic Collaborative Multi-objective Evolutionary Algorithm.
BRACIS
Gian Mauricio Fritsche, Aurora T. R. Pozo
2018 — conf
A New Adaptive Operator Selection for NSGA-III Applied to CEC 2018 Many-Objective Benchmark.
BRACIS
Josiel Neumann Kuk, Richard A. Gonçalves, Carolina Paula de Almeida, Sandra M. Venske, Aurora T. R. Pozo
2018 J jnl
An investigation of the selection strategies impact on MOEDAs: CMA-ES and UMDA.
Appl. Soft Comput.
Andrei Strickler, Olacir Rodrigues Castro Junior, Aurora T. R. Pozo, Roberto Santana
2018 J jnl
Evaluating selection methods on hyper-heuristic multi-objective particle swarm optimization.
J. Heuristics
Olacir R. Castro Jr., Gian Mauricio Fritsche, Aurora T. R. Pozo
2018 — conf
Selecting Algorithms for the Quadratic Assignment Problem with a Multi-label Meta-Learning Approach.
BRACIS
Augusto Lopez Dantas, Aurora T. R. Pozo
2017 B conf
A Multi-Armed Bandit selection strategy for Hyper-heuristics.
CEC
Alexandre Silvestre Ferreira, Richard Aderbal Gonçalves, Aurora T. R. Pozo
2017 J jnl
A decomposition-based binary ACO algorithm for the multiobjective UBQP.
Neurocomputing
Murilo Zangari, Aurora T. R. Pozo, Roberto Santana, Alexander Mendiburu
2017 — conf
A distributed framework for cooperation of many-objective evolutionary algorithms.
GECCO (Companion)
Gian Mauricio Fritsche, Aurora T. R. Pozo
2017 J jnl
A multi-objective and evolutionary hyper-heuristic applied to the Integration and Test Order Problem.
Appl. Soft Comput.
Giovani Guizzo, Silvia R. Vergilio, Aurora T. R. Pozo, Gian Mauricio Fritsche
2017 J jnl
An investigation of clustering strategies in many-objective optimization: the I-Multi algorithm as a case study.
Swarm Intell.
Olacir R. Castro Jr., Aurora T. R. Pozo, José Antonio Lozano, Roberto Santana
2017 B conf
Automated design of hyper-heuristics components to solve the PSP problem with HP model.
CEC
Vidal D. Fontoura, Aurora T. R. Pozo, Roberto Santana
2017 B conf
Combining CMA-ES and MOEA/DD for many-objective optimization.
CEC
Olacir R. Castro Jr., Roberto Santana, José Antonio Lozano, Aurora T. R. Pozo
2017 J jnl
Hyper-Heuristic Based Product Selection for Software Product Line Testing.
IEEE Comput. Intell. Mag.
Thiago do Nascimento Ferreira, Jackson A. Prado Lima, Andrei Strickler, Josiel Neumann Kuk, Silvia Regina Vergilio, Aurora T. R. Pozo
2017 J jnl
Meta-learning based selection of software reliability models.
Autom. Softw. Eng.
Rafael Caiuta, Aurora T. R. Pozo, Silvia Regina Vergilio
2017 J jnl
Multiobjective decomposition-based Mallows Models estimation of distribution algorithm. A case of study for permutation flowshop scheduling problem.
Inf. Sci.
Murilo Zangari, Alexander Mendiburu, Roberto Santana, Aurora T. R. Pozo
2017 J jnl
Transfer weight functions for injecting problem information in the multi-objective CMA-ES.
Memetic Comput.
Olacir R. Castro Jr., Aurora T. R. Pozo, José Antonio Lozano, Roberto Santana
2016 — conf
Adaptive Operator Selection in NSGA-III.
BRACIS
Richard A. Gonçalves, Carolina P. de Almeida, Lucas M. Pavelski, Sandra M. Venske, Josiel Neumann Kuk, Aurora T. R. Pozo
2016 J jnl
C-Multi: A competent multi-swarm approach for many-objective problems.
Neurocomputing
Olacir R. Castro Jr., Roberto Santana, Aurora T. R. Pozo
2016 J jnl
Deriving products for variability test of Feature Models with a hyper-heuristic approach.
Appl. Soft Comput.
Andrei Strickler, Jackson A. Prado Lima, Silvia Regina Vergilio, Aurora T. R. Pozo
2016 A conf
Grammatical Evolution for the Multi-Objective Integration and Test Order Problem.
GECCO
Thainá Mariani, Giovani Guizzo, Silvia Regina Vergilio, Aurora T. R. Pozo
2016 — conf
Investigating Selection Strategies in Multi-objective Probabilistic Model Based Algorithms.
BRACIS
Andrei Strickler, Olacir Rodrigues Castro Junior, Aurora T. R. Pozo, Roberto Santana
2016 A conf
On the Design of Hard mUBQP Instances.
GECCO
Murilo Zangari, Roberto Santana, Alexander Mendiburu, Aurora T. R. Pozo
2016 B conf
Product selection based on upper confidence bound MOEA/D-DRA for testing software product lines.
CEC
Thiago do Nascimento Ferreira, Josiel Neumann Kuk, Aurora T. R. Pozo, Silvia Regina Vergilio
2015 — conf
Capturing Relationships in Multi-objective Optimization.
BRACIS
Gian Mauricio Fritsche, Andrei Strickler, Aurora T. R. Pozo, Roberto Santana
2015 — conf
Evaluating a Multi-objective Hyper-Heuristic for the Integration and Test Order Problem.
BRACIS
Giovani Guizzo, Silvia Regina Vergilio, Aurora T. R. Pozo
2015 J jnl
Progress in intelligent systems.
Neurocomputing
Aurora T. R. Pozo, Heloisa de Arruda Camargo, Teresa Bernarda Ludermir
2015 — conf
Reference-Point Based Multi-swarm Algorithm for Many-Objective Problems.
BRACIS
André Britto, Aurora T. R. Pozo
2015 — conf
Upper Confidence Bound (UCB) Algorithms for Adaptive Operator Selection in MOEA/D.
EMO (1)
Richard A. Gonçalves, Carolina P. de Almeida, Aurora T. R. Pozo
2015 — conf
Using Hyper-Heuristic to Select Leader and Archiving Methods for Many-Objective Problems.
EMO (1)
Olacir R. Castro Jr., Aurora T. R. Pozo
2014 — conf
A MOPSO based on hyper-heuristic to optimize many-objective problems.
SIS
Olacir R. Castro Jr., Aurora T. R. Pozo
2014 J jnl
A multi-objective optimization approach for the integration and test order problem.
Inf. Sci.
Wesley Klewerton Guez Assunção, Thelma Elita Colanzi, Silvia Regina Vergilio, Aurora T. R. Pozo
2014 J jnl
Using reference points to update the archive of MOPSO algorithms in Many-Objective Optimization.
Neurocomputing
André Britto, Aurora T. R. Pozo
2013 — conf
A Strategy to Solve MaOPs with Multiple Swarms Based on Broadcast Communication.
BRACIS
Arion de Campos Jr., Aurora T. R. Pozo, Elias P. Duarte Jr.
2013 — conf
Determining Integration and Test Orders in the Presence of Modularization Restrictions.
SBES
Wesley Klewerton Guez Assunção, Thelma Elita Colanzi, Silvia Regina Vergilio, Aurora T. R. Pozo
2013 J jnl
Evaluation of asynchronous multi-swarm particle optimization on several topologies.
Concurr. Comput. Pract. Exp.
Arion de Campos Jr., Aurora T. R. Pozo, Elias P. Duarte Jr.
2013 A conf
Iterated multi-swarm: a multi-swarm algorithm based on archiving methods.
GECCO
André Britto, Sanaz Mostaghim, Aurora T. R. Pozo
2013 J jnl
Linking software testing results with a machine learning approach.
Eng. Appl. Artif. Intell.
Alexandre Rafael Lenz, Aurora T. R. Pozo, Silvia Regina Vergilio
2013 B conf
On the Application of the Multi-Evolutionary and Coupling-Based Approach with Different Aspect-Class Integration Testing Strategies.
SSBSE
Wesley Klewerton Guez Assunção, Thelma Elita Colanzi, Silvia Regina Vergilio, Aurora T. R. Pozo
2013 J jnl
Search Based Software Engineering: Review and analysis of the field in Brazil.
J. Syst. Softw.
Thelma Elita Colanzi, Silvia Regina Vergilio, Wesley Klewerton Guez Assunção, Aurora T. R. Pozo
2012 B conf
A Comparison of methods for leader selection in many-objective problems.
IEEE Congress on Evolutionary Computation
Olacir Rodrigues Castro Junior, André Britto, Aurora T. R. Pozo
2012 — ed.
Advances in Artificial Intelligence - SBIA 2012 - 21th Brazilian Symposium on Artificial Intelligence, Curitiba, Brazil, October 20-25, 2012. Proceedings
SBIA
Leliane Nunes de Barros, Marcelo Finger, Aurora T. R. Pozo, Gustavo Alberto Giménez Lugo, Marcos A. Castilho
2012 — conf
I-MOPSO: A Suitable PSO Algorithm for Many-Objective Optimization.
SBRN
André Britto, Aurora T. R. Pozo
2012 J jnl
Measuring the convergence and diversity of CDAS Multi-Objective Particle Swarm Optimization Algorithms: A study of many-objective problems.
Neurocomputing
Andre B. de Carvalho, Aurora T. R. Pozo
2012 J jnl
Multi-objective optimization algorithms applied to the class integration and test order problem.
Int. J. Softw. Tools Technol. Transf.
Silvia Regina Vergilio, Aurora T. R. Pozo, João Carlos G. Árias, Rafael da Veiga Cabral, Tiago Nobre
2012 J jnl
Reducing Interface Mutation Costs with Multiobjective Optimization Algorithms.
Int. J. Nat. Comput. Res.
Tiago Nobre, Silvia Regina Vergilio, Aurora T. R. Pozo
2012 J jnl
Selecting mutation operators with a multiobjective approach.
Expert Syst. Appl.
Adam S. Banzi, Tiago Nobre, Gabriel B. Pinheiro, João Carlos G. Árias, Aurora T. R. Pozo, Silvia Regina Vergilio
2012 — conf
Self-Controlling Dominance Particle Swarm Optimization.
SBRN
Olacir Rodrigues Castro Junior, André Britto, Aurora T. R. Pozo
2012 B conf
Using archiving methods to control convergence and diversity for Many-Objective Problems in Particle Swarm Optimization.
IEEE Congress on Evolutionary Computation
André Britto, Aurora T. R. Pozo
2011 B conf
An Approach Based on Swarm Intelligence for Event Dissemination in Dynamic Networks.
SRDS
Adam S. Banzi, Aurora T. R. Pozo, Elias P. Duarte Jr.
2011 — conf
An approach for clustering test data.
LATW
Alexandre Rafael Lenz, Aurora T. R. Pozo, Silvia Regina Vergilio
2011 — conf
Bio-inspired event dissemination in dynamic and decentralized networks.
GECCO (Companion)
Adam S. Banzi, Aurora T. R. Pozo, Elias P. Duarte Jr.
2011 B conf
Integration Test of Classes and Aspects with a Multi-Evolutionary and Coupling-Based Approach.
SSBSE
Thelma Elita Colanzi, Wesley Klewerton Guez Assunção, Silvia Regina Vergilio, Aurora T. R. Pozo
2010 J jnl
A Genetic Programming Approach for Software Reliability Modeling.
IEEE Trans. Reliab.
Eduardo Oliveira Costa, Aurora T. R. Pozo, Silvia Regina Vergilio
2010 — ch.
A Non-ordered Rule Induction Algorithm through Multi-Objective Particle Swarm Optimization: Issues and Applications.
Multi-Objective Swarm Intelligent System
Andre B. de Carvalho, Aurora T. R. Pozo, Silvia Regina Vergilio
2010 C conf
A Pareto Ant Colony Algorithm Applied to the Class Integration and Test Order Problem.
ICTSS
Rafael da Veiga Cabral, Aurora T. R. Pozo, Silvia Regina Vergilio
2010 B conf
A hybrid Particle Swarm Optimization algorithm for combinatorial optimization problems.
IEEE Congress on Evolutionary Computation
Matheus Rosendo, Aurora T. R. Pozo
2010 J jnl
A symbolic fault-prediction model based on multiobjective particle swarm optimization.
J. Syst. Softw.
Andre B. de Carvalho, Aurora T. R. Pozo, Silvia Regina Vergilio
2010 C conf
Analyzing the control of dominance area of solutions in particle swarm optimization for many-objective.
HIS
Andre B. de Carvalho, Aurora T. R. Pozo
2010 — conf
Applying a Discrete Particle Swarm Optimization Algorithm to Combinatorial Problems.
SBRN
Matheus Rosendo, Aurora T. R. Pozo
2010 J jnl
Applying correlation to enhance boosting technique using genetic programming as base learner.
Appl. Intell.
Luzia Vidal de Souza, Aurora T. R. Pozo, Joel Mauricio Corrêa da Rosa, Anselmo Chaves Neto
2010 J jnl
Fault Diagnosis of Multiprocessor Systems Based on Genetic and Estimation of Distribution Algorithms: a Performance Evaluation.
Int. J. Artif. Intell. Tools
Elias P. Duarte Jr., Aurora T. R. Pozo, Bogdan Tomoyuki Nassu
2010 — conf
Many-Objective Evolutionary Algorithms in the Composition of Web Services.
SBRN
Arion de Campos Jr., Aurora T. R. Pozo, Silvia Regina Vergilio, Taylor Savegnago
2010 — conf
Swarm Intelligence for Rule Discovery in Data Mining.
ICEIS (2)
Andre B. de Carvalho, Taylor Savegnago, Aurora T. R. Pozo
2010 — conf
The Control of Dominance Area in Particle Swarm Optimization Algorithms for Many-Objective Problems.
SBRN
Andre B. de Carvalho, Aurora T. R. Pozo
2009 J jnl
Effective Linkage Learning Using Low-Order Statistics and Clustering.
IEEE Trans. Evol. Comput.
Leonardo R. Emmendorfer, Aurora T. R. Pozo
2009 — conf
Exploring machine learning techniques for fault localization.
LATW
Luciano C. Ascari, Lucilia Yoshie Araki, Aurora T. R. Pozo, Silvia R. Vergilio
2009 — ch.
Multiobjective Optimization and Rule Learning: Subselection Algorithm or Meta-heuristic Algorithm?.
Innovative Applications in Data Mining
Celso Y. Ishida, Aurora T. R. Pozo, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg
2008 — ch.
A Clustering-Based Approach for Linkage Learning Applied to Multimodal Optimization.
Linkage in Evolutionary Computation
Leonardo R. Emmendorfer, Aurora T. R. Pozo
2008 C conf
Non-Ordered Data Mining Rules Through Multi-Objective Particle Swarm Optimization: Dealing with Numeric and Discrete Attributes.
HIS
Andre B. de Carvalho, Aurora T. R. Pozo
2008 — conf
Predicting Fault Proneness of Classes Trough a Multiobjective Particle Swarm Optimization Algorithm.
ICTAI (2)
Andre B. de Carvalho, Aurora T. R. Pozo, Silvia Regina Vergilio, Alexandre Lenz
2008 B conf
Selecting software reliability models with a neural network meta classifier.
IJCNN
Rafael Caiuta, Aurora T. R. Pozo, Leonardo R. Emmendorfer, Silvia Regina Vergilio
2007 C conf
An Empirical Study of Time Series Forecasting Using Boosting Technique with Correlation Coefficient.
ISDA
Luzia Vidal de Souza, Aurora T. R. Pozo, Anselmo Chaves Neto, Joel Mauricio Corrêa da Rosa
2007 J jnl
Effective linkage learning using low-order statistics and clustering
CoRR
Leonardo R. Emmendorfer, Aurora T. R. Pozo
2007 C conf
Optimization of the AUC Criterion for Rule Subset Selection.
ISDA
Celso Y. Ishida, Aurora T. R. Pozo
2007 B conf
The boosting technique using correlation coefficient to improve time series forecasting accuracy.
IEEE Congress on Evolutionary Computation
Luzia Vidal de Souza, Aurora T. R. Pozo, Joel Mauricio Corrêa da Rosa, Anselmo Chaves Neto
2006 B conf
Using Boosting Techniques to Improve Software Reliability Models Based on Genetic Programming.
ICTAI
Eduardo Oliveira Costa, Aurora T. R. Pozo, Silvia Regina Vergilio
2003 — conf
Exploring Machine Learning Techniques for Software Size Estimation.
SCCC
Evandro Nunes Regolin, Gustavo A. de Souza, Aurora T. R. Pozo, Silvia Regina Vergilio
2003 — conf
Grammatically Based Genetic Programming for Mining Relational Databases.
SCCC
Celso Y. Ishida, Aurora T. R. Pozo
2002 — conf
Controlling the Population Size in Genetic Programming.
SBIA
Eduardo Jaques Spinosa, Aurora T. R. Pozo
2002 B conf
GPSQL Miner: SQL-grammar genetic programming in data mining.
IEEE Congress on Evolutionary Computation
Celso Y. Ishida, Aurora T. R. Pozo
2002 — conf
Grammar-Guided Genetic Programming and Automatically Defined Functions.
SBIA
Ernesto Rodrigues, Aurora T. R. Pozo
2001 — conf
Genetic Algorithm Restricted by Tabu Lists in Data Mining.
SCCC
F. M. Lopes, Aurora T. R. Pozo
2000 — conf
A Genetic Classifier Tool.
SCCC
Aurora T. R. Pozo, Mozart Hasse