Newton Spolaôr

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 15

Top Venues

Expert Syst. Appl.

Multim. Tools Appl.

CoRR

Int. J. Medical Informatics

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

Newton Spolaôr, Huei Diana Lee, Ana Isabel Mendes, Conceição Veloso Nogueira, Antonio Rafael Sabino Parmezan, Weber Shoity Resende Takaki, Cláudio Saddy Rodrigues Coy, Feng Chung Wu, Rui Fonseca-Pinto
Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets. Multim. Tools Appl. 83 (9) (2024)
Newton Spolaôr, Huei Diana Lee, Weber Shoity Resende Takaki, Leandro Augusto Ensina, Antonio Rafael Sabino Parmezan, Jefferson Tales Oliva, Cláudio Saddy Rodrigues Coy, Feng Chung Wu
A video indexing and retrieval computational prototype based on transcribed speech. Multim. Tools Appl. 80 (25) (2021)
Antonio Rafael Sabino Parmezan, Huei Diana Lee, Newton Spolaôr, Feng Chung Wu
Automatic recommendation of feature selection algorithms based on dataset characteristics. Expert Syst. Appl. 185 (2021)
Newton Spolaôr, Huei Diana Lee, Weber Shoity Resende Takaki, Leandro Augusto Ensina, Cláudio Saddy Rodrigues Coy, Feng Chung Wu
A systematic review on content-based video retrieval. Eng. Appl. Artif. Intell. 90 (2020)
Thiago Ferreira de Toledo, Huei Diana Lee, Newton Spolaôr, Cláudio Saddy Rodrigues Coy, Feng Chung Wu
Web System Prototype based on speech recognition to construct medical reports in Brazilian Portuguese. Int. J. Medical Informatics 121 (2019)
Jefferson Tales Oliva, Huei Diana Lee, Newton Spolaôr, Weber Shoity Resende Takaki, Cláudio Saddy Rodrigues Coy, João José Fagundes, Feng Chung Wu
A computational system based on ontologies to automate the mapping process of medical reports into structured databases. Expert Syst. Appl. 115 (2019)
Huei Diana Lee, Ana Isabel Mendes, Newton Spolaôr, Jefferson Tales Oliva, Antonio Rafael Sabino Parmezan, Feng Chung Wu, Rui Fonseca-Pinto
Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines. Knowl. Based Syst. 158 (2018)
Newton Spolaôr, Ana Carolina Lorena, Huei Diana Lee
Feature Selection via Pareto Multi-objective Genetic Algorithms. Appl. Artif. Intell. 31 (9-10) (2017)
Newton Spolaôr, Fabiane Barreto Vavassori Benitti
Robotics applications grounded in learning theories on tertiary education: A systematic review. Comput. Educ. 112 (2017)
Jefferson Tales Oliva, Huei Diana Lee, Newton Spolaôr, Cláudio Saddy Rodrigues Coy, Feng Chung Wu
Prototype system for feature extraction, classification and study of medical images. Expert Syst. Appl. 63 (2016)
Newton Spolaôr, Maria Carolina Monard, Grigorios Tsoumakas, Huei Diana Lee
A systematic review of multi-label feature selection and a new method based on label construction. Neurocomputing 180 (2016)
Newton Spolaôr, Maria Carolina Monard, Huei Diana Lee
Feature Selection for Multi-Label Learning. IJCAI (2015)
Newton Spolaôr, Huei Diana Lee, Weber Shoity Resende Takaki, Feng Chung Wu
Feature Selection for Multi-label Learning: A Systematic Literature Review and Some Experimental Evaluations. Int. J. Comput. Intell. Syst. 8 (sup2) (2015)
Everton Alvares Cherman, Newton Spolaôr, Jorge Carlos Valverde-Rebaza, Maria Carolina Monard
Lazy Multi-label Learning Algorithms Based on Mutuality Strategies. J. Intell. Robotic Syst. 80 (Supplement-1) (2015)
Jean Metz, Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard
Comparing published multi-label classifier performance measures to the ones obtained by a simple multi-label baseline classifier. CoRR (2015)
Newton Spolaôr, Maria Carolina Monard, Grigorios Tsoumakas, Huei Diana Lee
Label Construction for Multi-label Feature Selection. BRACIS (2014)
Newton Spolaôr, Maria Carolina Monard
Evaluating ReliefF-Based Multi-Label Feature Selection Algorithm. IBERAMIA (2014)
Victor Augusto Moraes Carvalho, Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard
A framework for multi-label exploratory data analysis: ML-EDA. CLEI (2014)
Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard, Huei Diana Lee
ReliefF for Multi-label Feature Selection. BRACIS (2013)
Jimena Torres Tomás, Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard
A Framework to Generate Synthetic Multi-label Datasets. CLEI Selected Papers (2013)
Newton Spolaôr, Grigorios Tsoumakas
Evaluating Feature Selection Methods for Multi-Label Text Classication. BioASQ@CLEF (2013)
Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard, Huei Diana Lee
A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach. CLEI Selected Papers (2012)
Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard, Huei Diana Lee
Filter Approach Feature Selection Methods to Support Multi-label Learning Based on ReliefF and Information Gain. SBIA (2012)
Ana Carolina Lorena, Ivan G. Costa, Newton Spolaôr, Marcílio Carlos Pereira de Souto
Analysis of complexity indices for classification problems: Cancer gene expression data. Neurocomputing 75 (1) (2012)
Newton Spolaôr, Ana Carolina Lorena, Huei Diana Lee
Multi-objective Genetic Algorithm Evaluation in Feature Selection. EMO (2011)
Marcílio Carlos Pereira de Souto, Ana Carolina Lorena, Newton Spolaôr, Ivan Gesteira Costa
Complexity measures of supervised classifications tasks: A case study for cancer gene expression data. IJCNN (2010)
Newton Spolaôr, Ana Carolina Lorena, Huei Diana Lee
Use of Multiobjective Genetic Algorithms in Feature Selection. SBRN (2010)
Ana Carolina Lorena, Newton Spolaôr, Ivan G. Costa, Marcilio C. P. de Souto
On the Complexity of Gene Marker Selection. SBRN (2010)

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Publication Activity (10 Years)

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Newton Spolaôr