Renata M. C. R. de Souza
Orcid: 0000-0002-2849-1273Affiliations:
- Universidade Federal de Pernambuco, Recife, Brazil
According to our database1,
Renata M. C. R. de Souza
authored at least 101 papers
between 2004 and 2024.
Collaborative distances:
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Bibliography
2024
Sighted particles: improving swarm optimization by making particles aware of their surroundings.
Evol. Intell., April, 2024
Parametrized linear regression for boxplot-multivalued data applied to the Brazilian Electric Sector.
Inf. Sci., January, 2024
2023
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023
Classifying breast lesions in Brazilian thermographic images using convolutional neural networks.
Neural Comput. Appl., September, 2023
Expert Syst. J. Knowl. Eng., March, 2023
Interval regression model adequacy checking and its application to estimate school dropout in Brazilian municipality educational scenario.
Pattern Anal. Appl., February, 2023
An Investigation of Different Deep Learning Pipelines for GABA-Edited MRS Reconstruction.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
2022
Assessing the Credibility of Grey Literature - A Study with Brazilian Software Engineering Researchers.
J. Softw. Eng. Res. Dev., 2022
A three-stage approach for modeling multiple time series applied to symbolic quartile data.
Expert Syst. Appl., 2022
Exploratory spatial analysis for interval data: A new autocorrelation index with COVID-19 and rent price applications.
Expert Syst. Appl., 2022
Comput. Stat., 2022
Explorando a especificação de cenários de teste de segurança no desenvolvimento orientado por comportamento (Behavior Driven Development).
Proceedings of the Anais do WER22 - Workshop em Engenharia de Requisitos, Natal, 2022
2021
psda: A tool for extracting knowledge from symbolic data with an application in Brazilian educational data.
Soft Comput., 2021
Int. J. Bus. Intell. Data Min., 2021
2020
Knowl. Inf. Syst., 2020
Inf. Sci., 2020
Teamwork Quality and Team Success in Software Development: A Non-exact Replication Study.
Proceedings of the ESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2020
2019
Knowl. Based Syst., 2019
Int. J. Bus. Inf. Syst., 2019
Int. J. Bus. Intell. Data Min., 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
Pattern Anal. Appl., 2018
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018
2017
An interval prototype classifier based on a parameterized distance applied to breast thermographic images.
Medical Biol. Eng. Comput., 2017
Knowl. Based Syst., 2017
Int. J. Bus. Intell. Data Min., 2017
Interpreting multivariate membership degrees of fuzzy clustering methods: A strategy.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2016
A swarm-trained k-nearest prototypes adaptive classifier with automatic feature selection for interval data.
Neural Networks, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
Classifying metrics for assessing Object-Oriented Software Maintainability: A family of metrics' catalogs.
J. Syst. Softw., 2015
Hybrid methods for fuzzy clustering based on fuzzy c-means and improved particle swarm optimization.
Expert Syst. Appl., 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2014
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2014
A weighted multivariate Fuzzy C-Means method in interval-valued scientific production data.
Expert Syst. Appl., 2014
Expert Syst. Appl., 2014
2013
J. Intell. Inf. Syst., 2013
Eng. Appl. Artif. Intell., 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Hierarchical Classification of Vehicle Images Using NN with Conditional Adaptive Distance.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the FUZZ-IEEE 2013, 2013
2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Texture retrieval using co-occurrence matrix and symbolic interval data under scale and rotation invariance.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Using Weighted Clustering and Symbolic Data to Evaluate Institutes's Scientific Production.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the FUZZ-IEEE 2012, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
2011
Pattern Anal. Appl., 2011
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the FUZZ-IEEE 2011, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Pattern Recognit. Lett., 2010
Pattern Recognit. Lett., 2010
Proceedings of the IEEE International Conference on Systems, 2010
Software Defect Estimation using Support Vector Regression.
Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
2009
A Self-organizing Based Approach for Bug Reports Retrieval.
J. Digit. Inf. Manag., 2009
Nearest-Neighborhood Linear Regression in an Application with Software Effort Estimation.
Proceedings of the IEEE International Conference on Systems, 2009
Effort Drivers Estimation for Brazilian Geographically Distributed Software Development.
Proceedings of the Software Engineering Approaches for Offshore and Outsourced Development, 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Optimized Learning Vector Quantization Classifier with an Adaptive Euclidean Distance.
Proceedings of the Artificial Neural Networks, 2009
2008
Proceedings of the IEEE International Conference on Systems, 2008
Proceedings of the KI 2008: Advances in Artificial Intelligence, 2008
Image retrieval using the curvature scale space (CSS) descriptor and the self-organizing map (SOM) model under scale invariance.
Proceedings of the International Joint Conference on Neural Networks, 2008
A Non-linear Classifier for Symbolic Interval Data Based on a Region Oriented Approach.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
A Symmetrical Model Applied to Interval-Valued Data Containing Outliers with Heavy-Tail Distribution.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008
Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
2007
Proceedings of the IEEE International Conference on Systems, 2007
Image retrieval using the curvature scale space (CSS) technique and the self-organizing map (SOM) model under rotation.
Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007
A Clustering Method for Mixed Feature-Type Symbolic Data using Adaptive Squared Euclidean Distances.
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007
Image Retrieval Using the Curvature Scale Space (CSS) Technique and the Self-Organizing Map (SOM) Model under Affine Transforms.
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007
2006
Proceedings of the Data Science and Classification, 2006
Pattern Recognit. Lett., 2006
A dynamical clustering method for symbolic interval data based on a single adaptive Euclidean distance.
Proceedings of the SBRN 2006, 2006
A Partitioning Method for Mixed Feature-Type Symbolic Data Using a Squared Euclidean Distance.
Proceedings of the KI 2006: Advances in Artificial Intelligence, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
A Shape-Based Image Retrieval System Using the Curvature Scale Space (CSS) Technique and the Self-Organizing Map (SOM) Model.
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006
2004
Pattern Recognit. Lett., 2004
A Clustering Method for Symbolic Interval-Type Data Using Adaptive Chebyshev Distances.
Proceedings of the Advances in Artificial Intelligence - SBIA 2004, 17th Brazilian Symposium on Artificial Intelligence, São Luis, Maranhão, Brazil, September 29, 2004
Proceedings of the Neural Information Processing, 11th International Conference, 2004
Proceedings of the Neural Information Processing, 11th International Conference, 2004
Proceedings of the Advances in Artificial Intelligence, 2004
A Classifier for Quantitative Feature Values Based on a Region Oriented Symbolic Approach.
Proceedings of the Advances in Artificial Intelligence, 2004