Newton Spolaôr
Orcid: 0000-0003-0748-3693
According to our database1,
Newton Spolaôr
authored at least 29 papers
between 2010 and 2024.
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Bibliography
2024
Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets.
Multim. Tools Appl., March, 2024
2021
Multim. Tools Appl., 2021
Automatic recommendation of feature selection algorithms based on dataset characteristics.
Expert Syst. Appl., 2021
2020
Eng. Appl. Artif. Intell., 2020
2019
Web System Prototype based on speech recognition to construct medical reports in Brazilian Portuguese.
Int. J. Medical Informatics, 2019
A computational system based on ontologies to automate the mapping process of medical reports into structured databases.
Expert Syst. Appl., 2019
2018
Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines.
Knowl. Based Syst., 2018
2017
Robotics applications grounded in learning theories on tertiary education: A systematic review.
Comput. Educ., 2017
Appl. Artif. Intell., 2017
2016
A systematic review of multi-label feature selection and a new method based on label construction.
Neurocomputing, 2016
Expert Syst. Appl., 2016
2015
J. Intell. Robotic Syst., 2015
Feature Selection for Multi-label Learning: A Systematic Literature Review and Some Experimental Evaluations.
Int. J. Comput. Intell. Syst., 2015
Comparing published multi-label classifier performance measures to the ones obtained by a simple multi-label baseline classifier.
CoRR, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
2014
Feature selection for multi-label learning (Seleção de atributos para aprendizagem multirrótulo).
PhD thesis, 2014
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014
Proceedings of the XL Latin American Computing Conference, 2014
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
2013
Proceedings of the XXXIX Latin American Computer Conference - Selected Papers, 2013
Proceedings of the first Workshop on Bio-Medical Semantic Indexing and Question Answering, 2013
Proceedings of the Brazilian Conference on Intelligent Systems, 2013
2012
Analysis of complexity indices for classification problems: Cancer gene expression data.
Neurocomputing, 2012
A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach.
Proceedings of the XXXVIII Latin American Computer Conference - Selected Papers, 2012
Filter Approach Feature Selection Methods to Support Multi-label Learning Based on ReliefF and Information Gain.
Proceedings of the Advances in Artificial Intelligence - SBIA 2012, 2012
2011
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011
2010
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010
Complexity measures of supervised classifications tasks: A case study for cancer gene expression data.
Proceedings of the International Joint Conference on Neural Networks, 2010