Aurora T. R. Pozo
Orcid: 0000-0001-5808-3919Affiliations:
- Federal University of Paraná (UFPR), Curitiba, Brazil
According to our database1,
Aurora T. R. Pozo
authored at least 157 papers
between 1991 and 2024.
Collaborative distances:
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Bibliography
2024
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2023
Creating deep neural networks for text classification tasks using grammar genetic programming.
Appl. Soft Comput., March, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
2022
An analysis of the admissibility of the objective functions applied in evolutionary multi-objective clustering.
Inf. Sci., 2022
Genet. Program. Evolvable Mach., 2022
Global and local structure preserving GPU t-SNE methods for large-scale applications.
Expert Syst. Appl., 2022
On the cooperation of meta-heuristics for solving many-objective problems: An empirical analysis including benchmark and real-world problems.
Expert Syst. Appl., 2022
CoRR, 2022
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
Towards a Better Understanding of Heuristic Approaches Applied to the Biological Motif Discovery.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
The Impact of State Representation on Approximate Q-Learning for a Selection Hyper-heuristic.
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
2021
An Approach for the Generation of Multi-Objective Algorithms Applied to the Integration and Test Order Problem.
J. Softw. Eng. Res. Dev., 2021
Improving Barnes-Hut t-SNE Algorithm in Modern GPU Architectures with Random Forest KNN and Simulated Wide-Warp.
ACM J. Emerg. Technol. Comput. Syst., 2021
An empirical analysis of constraint handling on evolutionary multi-objective algorithms for the Environmental/Economic Load Dispatch problem.
Expert Syst. Appl., 2021
Influence of a GRASP Initialization on the Performance of the Hybrid Genetic Search with Adaptive Diversity Control.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the ICPP Workshops 2021: 50th International Conference on Parallel Processing, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the Genetic Programming - 24th European Conference, 2021
Online Selection of Heuristic Operators with Deep Q-Network: A Study on the HyFlex Framework.
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021
COVID-19 Portal: Machine Learning Techniques Applied to the Analysis of Judicial Processes Related to the Pandemic.
Proceedings of the New Trends in Database and Information Systems, 2021
2020
On the use of fitness landscape features in meta-learning based algorithm selection for the quadratic assignment problem.
Theor. Comput. Sci., 2020
Smart Reckoning: Reducing the traffic of online multiplayer games using machine learning for movement prediction.
Entertain. Comput., 2020
Improving Barnes-Hut t-SNE Scalability in GPU with Efficient Memory Access Strategies.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
The Analysis of a Cooperative Hyper-Heuristic on a Constrained Real-world Many-objective Continuous Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium, 2020
2019
Parallel multi-swarm PSO strategies for solving many objective optimization problems.
J. Parallel Distributed Comput., 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
Combining Fitness Landscape Analysis and Adaptive Operator Selection in Multi and Many-Objective Optimization.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
2018
Evaluating selection methods on hyper-heuristic multi-objective particle swarm optimization.
J. Heuristics, 2018
Appl. Soft Comput., 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
A New Adaptive Operator Selection for NSGA-III Applied to CEC 2018 Many-Objective Benchmark.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
Selecting Algorithms for the Quadratic Assignment Problem with a Multi-label Meta-Learning Approach.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
2017
An investigation of clustering strategies in many-objective optimization: the I-Multi algorithm as a case study.
Swarm Intell., 2017
Transfer weight functions for injecting problem information in the multi-objective CMA-ES.
Memetic Comput., 2017
Multiobjective decomposition-based Mallows Models estimation of distribution algorithm. A case of study for permutation flowshop scheduling problem.
Inf. Sci., 2017
Neurocomputing, 2017
IEEE Comput. Intell. Mag., 2017
Autom. Softw. Eng., 2017
Not all PBILs are the same: Unveiling the different learning mechanisms of PBIL variants.
Appl. Soft Comput., 2017
A multi-objective and evolutionary hyper-heuristic applied to the Integration and Test Order Problem.
Appl. Soft Comput., 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
A study on auto-configuration of Multi-Objective Particle Swarm Optimization Algorithm.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Automated design of hyper-heuristics components to solve the PSP problem with HP model.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
Investigating Grammar-Based Design of Multi-objective Particle Swarm Optimization Algorithm.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
A New Hyper-Heuristic Based on a Restless Multi-armed Bandit for Multi-objective Optimization.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
2016
Neurocomputing, 2016
Deriving products for variability test of Feature Models with a hyper-heuristic approach.
Appl. Soft Comput., 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Product selection based on upper confidence bound MOEA/D-DRA for testing software product lines.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Investigating Selection Strategies in Multi-objective Probabilistic Model Based Algorithms.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
2015
MOEA/D-GM: Using probabilistic graphical models in MOEA/D for solving combinatorial optimization problems.
CoRR, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
Using Hyper-Heuristic to Select Leader and Archiving Methods for Many-Objective Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
Evaluating a Multi-objective Hyper-Heuristic for the Integration and Test Order Problem.
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
2014
J. Braz. Comput. Soc., 2014
Inf. Sci., 2014
Using reference points to update the archive of MOPSO algorithms in Many-Objective Optimization.
Neurocomputing, 2014
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014
A GPU Implementation of MOEA/D-ACO for the Multiobjective Traveling Salesman Problem.
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
2013
Generating Integration Test Orders for Aspect Oriented Software with Multi-objective Algorithms.
RITA, 2013
J. Syst. Softw., 2013
Eng. Appl. Artif. Intell., 2013
Concurr. Comput. Pract. Exp., 2013
On the Application of the Multi-Evolutionary and Coupling-Based Approach with Different Aspect-Class Integration Testing Strategies.
Proceedings of the Search Based Software Engineering - 5th International Symposium, 2013
Determining Integration and Test Orders in the Presence of Modularization Restrictions.
Proceedings of the 27th Brazilian Symposium on Software Engineering, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Evaluation of gossip Vs. broadcast as communication strategies for multiple swarms solving MaOPs.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the Brazilian Conference on Intelligent Systems, 2013
2012
Multi-objective optimization algorithms applied to the class integration and test order problem.
Int. J. Softw. Tools Technol. Transf., 2012
Measuring the convergence and diversity of CDAS Multi-Objective Particle Swarm Optimization Algorithms: A study of many-objective problems.
Neurocomputing, 2012
Int. J. Nat. Comput. Res., 2012
Expert Syst. Appl., 2012
Proceedings of the 31st International Conference of the Chilean Computer Science Society, 2012
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Using archiving methods to control convergence and diversity for Many-Objective Problems in Particle Swarm Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
CLEI Electron. J., 2011
Integration Test of Classes and Aspects with a Multi-Evolutionary and Coupling-Based Approach.
Proceedings of the Search Based Software Engineering - Third International Symposium, 2011
Proceedings of the 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011), 2011
Search Based Software Engineering: A Review from the Brazilian Symposium on Software Engineering.
Proceedings of the 25th Brazilian Symposium on Software Engineering, 2011
Proceedings of the 12th Latin American Test Workshop, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
2010
A Non-ordered Rule Induction Algorithm through Multi-Objective Particle Swarm Optimization: Issues and Applications.
Proceedings of the Multi-Objective Swarm Intelligent Systems - Theory & Experiences, 2010
IEEE Trans. Reliab., 2010
A symbolic fault-prediction model based on multiobjective particle swarm optimization.
J. Syst. Softw., 2010
Fault Diagnosis of Multiprocessor Systems Based on Genetic and Estimation of Distribution Algorithms: a Performance Evaluation.
Int. J. Artif. Intell. Tools, 2010
Applying correlation to enhance boosting technique using genetic programming as base learner.
Appl. Intell., 2010
Empirical Studies on Application of Genetic Algorithms and Ant Colony Optimization for Data Clustering.
Proceedings of the SCCC 2010, 2010
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010
The Control of Dominance Area in Particle Swarm Optimization Algorithms for Many-Objective Problems.
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010
A Pareto Ant Colony Algorithm Applied to the Class Integration and Test Order Problem.
Proceedings of the Testing Software and Systems, 2010
Swarm Intelligence for Rule Discovery in Data Mining.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira, Portugal, June 8, 2010
Analyzing the control of dominance area of solutions in particle swarm optimization for many-objective.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010
A hybrid Particle Swarm Optimization algorithm for combinatorial optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Multiobjective Optimization and Rule Learning: Subselection Algorithm or Meta-heuristic Algorithm?.
Proceedings of the Innovative Applications in Data Mining, 2009
IEEE Trans. Evol. Comput., 2009
Proceedings of the 10th Latin American Test Workshop, 2009
2008
Proceedings of the Linkage in Evolutionary Computation, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Predicting Fault Proneness of Classes Trough a Multiobjective Particle Swarm Optimization Algorithm.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008
Non-Ordered Data Mining Rules Through Multi-Objective Particle Swarm Optimization: Dealing with Numeric and Discrete Attributes.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2008
2007
IEEE Trans. Reliab., 2007
XML Schema Evolution by Context Free Grammar Inference.
Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007
An Empirical Study of Time Series Forecasting Using Boosting Technique with Correlation Coefficient.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
The boosting technique using correlation coefficient to improve time series forecasting accuracy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
A Grammar-guided Genetic Programming Framework Configured for Data Mining and Software Testing.
Int. J. Softw. Eng. Knowl. Eng., 2006
Proceedings of the IEEE International Conference on Systems, 2006
Using Correlation to Improve Boosting Technique: An Application for Time Series Forecasting.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
Using Boosting Techniques to Improve Software Reliability Models Based on Genetic Programming.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
2005
Proceedings of the 16th International Symposium on Software Reliability Engineering (ISSRE 2005), 2005
Using Prior Knowledge to Improve the Performance of an Estimation of Distribution Algorithm Applied to Feature Selection.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic Programming, 8th European Conference, 2005
2003
Proceedings of the 23rd International Conference of the Chilean Computer Science Society (SCCC 2003), 2003
Proceedings of the 23rd International Conference of the Chilean Computer Science Society (SCCC 2003), 2003
2002
Proceedings of the Advances in Artificial Intelligence, 2002
Proceedings of the Advances in Artificial Intelligence, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
Proceedings of the 21st International Conference of the Chilean Computer Science Society (SCCC 2001), 2001
2000
Proceedings of the 20st International Conference of the Chilean Computer Science Society (SCCC 2000), 2000
Using phenotypic sharing in a classifier tool.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
1991
Proceedings of the Medical Informatics Europe 1991, 1991