Get started
Author

Newton Spolaôr

Observed names: N Spolaor, N. Spolaôr, Newton Spolaor, Spolaôr, Newton
ORCID: 0000-0003-0748-3693
Observed ORCID: 0000-0003-0748-3693
OpenAlex ID: A5091871203
Proceedings of the 3rd IPLeiria’s International Health Congress
2016 · Catarina Cardoso Tomás, Emanuel Oliveira, et al. · BMC Health Services Research · 519
PDF
A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach
2013 · Newton Spolaôr, Everton Alvares Cherman, et al. · Electronic Notes in Theoretical Computer Science · 221
PDF
ReliefF for Multi-label Feature Selection
2013 · Newton Spolaor, Everton Alvares Cherman, et al. · Brazilian Conference on Intelligent Systems · 189
Robotics applications grounded in learning theories on tertiary education: A systematic review
2017 · Newton Spolaôr, Fabiane B.Vavassori Benitti · Computers & Education · 150
A systematic review of multi-label feature selection and a new method based on label construction
2015 · Newton Spolaôr, Maria Carolina Monard, et al. · Neurocomputing · 96
A systematic review on content-based video retrieval
2020 · Newton Spolaôr, Huei Diana Lee, et al. · Engineering Applications of Artificial Intelligence · 87
Feature selection before EEG classification supports the diagnosis of Alzheimer’s disease
2017 · L.R. Trambaiolli, N. Spolaôr, et al. · Clinical Neurophysiology · 84
How Have Robots Supported STEM Teaching?
2017 · Fabiane Barreto Vavassori Benitti, Newton Spolaôr · Springer eBooks · 81
Analysis of complexity indices for classification problems: Cancer gene expression data
2011 · Ana C. Lorena, Ivan G. Costa, et al. · Neurocomputing · 71
Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets
2023 · Newton Spolaôr, Huei Diana Lee, et al. · Multimedia Tools and Applications · 49
PDF
A Framework to Generate Synthetic Multi-label Datasets
2014 · Jimena Torres Tomás, Newton Spolaôr, et al. · Electronic Notes in Theoretical Computer Science · 48
PDF
Automatic recommendation of feature selection algorithms based on dataset characteristics
2021 · Antonio Rafael Sabino Parmezan, Huei Diana Lee, et al. · Expert Systems with Applications · 44
Multi-objective Genetic Algorithm Evaluation in Feature Selection
2011 · Newton Spolaôr, Ana Carolina Lorena, et al. · Lecture notes in computer science · 40
Filter Approach Feature Selection Methods to Support Multi-label Learning Based on ReliefF and Information Gain
2012 · Newton Spolaôr, Everton Alvares Cherman, et al. · Lecture notes in computer science · 39
Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines
2018 · Huei Diana Lee, Ana Isabel Mendes, et al. · Knowledge-Based Systems · 36
Prototype system for feature extraction, classification and study of medical images
2016 · Jefferson Tales Oliva, Huei Diana Lee, et al. · Expert Systems with Applications · 33
Lazy Multi-label Learning Algorithms Based on Mutuality Strategies
2014 · Everton Alvares Cherman, Newton Spolaôr, et al. · Journal of Intelligent & Robotic Systems · 24
Complexity measures of supervised classifications tasks: A case study for cancer gene expression data
2010 · Marcilio C. P. de Souto, Ana C. Lorena, et al. · International Joint Conference on Neural Networks (IJCNN) · 17
Label Construction for Multi-label Feature Selection
2014 · Newton Spolaor, Maria Carolina Monard, et al. · Brazilian Conference on Intelligent Systems · 16
Evaluating Feature Selection Methods for Multi-Label Text Classication.
2013 · Newton Spolaôr, Grigorios Tsoumakas · 16
A computational system based on ontologies to automate the mapping process of medical reports into structured databases
2018 · Jefferson Tales Oliva, Huei Diana Lee, et al. · Expert Systems with Applications · 14
Web System Prototype based on speech recognition to construct medical reports in Brazilian Portuguese
2018 · Thiago Ferreira de Toledo, Huei Diana Lee, et al. · International Journal of Medical Informatics · 12
Feature Selection via Pareto Multi-objective Genetic Algorithms
2017 · Newton Spolaôr, Ana Carolina Lorena, et al. · Applied Artificial Intelligence · 11
PDF
Feature Selection for Multi-label Learning: A Systematic Literature Review and Some Experimental Evaluations
2015 · Newton Spolaôr, Huei Diana Lee, et al. · International Journal of Computational Intelligence Systems · 11
PDF
Evaluating ReliefF-Based Multi-Label Feature Selection Algorithm
2014 · Newton Spolaôr, Maria Carolina Monard · Lecture notes in computer science · 10
Works count: 47
Citation count: 1,968
H-index: 17
I10-index: 25
Year
Topic
Type