Newton Spolaôr

29 papers A* 1B 1C 2Journal 15Unranked 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets.
Multim. Tools Appl.
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
2021 J jnl
A video indexing and retrieval computational prototype based on transcribed speech.
Multim. Tools Appl.
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
2021 J jnl
Automatic recommendation of feature selection algorithms based on dataset characteristics.
Expert Syst. Appl.
Antonio Rafael Sabino Parmezan, Huei Diana Lee, Newton Spolaôr, Feng Chung Wu
2020 J jnl
A systematic review on content-based video retrieval.
Eng. Appl. Artif. Intell.
Newton Spolaôr, Huei Diana Lee, Weber Shoity Resende Takaki, Leandro Augusto Ensina, Cláudio Saddy Rodrigues Coy, Feng Chung Wu
2019 J jnl
A computational system based on ontologies to automate the mapping process of medical reports into structured databases.
Expert Syst. Appl.
Jefferson Tales Oliva, Huei Diana Lee, Newton Spolaôr, Weber Shoity Resende Takaki, Cláudio Saddy Rodrigues Coy, João José Fagundes, Feng Chung Wu
2019 J jnl
Web System Prototype based on speech recognition to construct medical reports in Brazilian Portuguese.
Int. J. Medical Informatics
Thiago Ferreira de Toledo, Huei Diana Lee, Newton Spolaôr, Cláudio Saddy Rodrigues Coy, Feng Chung Wu
2018 J jnl
Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines.
Knowl. Based Syst.
Huei Diana Lee, Ana Isabel Mendes, Newton Spolaôr, Jefferson Tales Oliva, Antonio Rafael Sabino Parmezan, Feng Chung Wu, Rui Fonseca-Pinto
2017 J jnl
Feature Selection via Pareto Multi-objective Genetic Algorithms.
Appl. Artif. Intell.
Newton Spolaôr, Ana Carolina Lorena, Huei Diana Lee
2017 J jnl
Robotics applications grounded in learning theories on tertiary education: A systematic review.
Comput. Educ.
Newton Spolaôr, Fabiane Barreto Vavassori Benitti
2016 J jnl
A systematic review of multi-label feature selection and a new method based on label construction.
Neurocomputing
Newton Spolaôr, Maria Carolina Monard, Grigorios Tsoumakas, Huei Diana Lee
2016 J jnl
Prototype system for feature extraction, classification and study of medical images.
Expert Syst. Appl.
Jefferson Tales Oliva, Huei Diana Lee, Newton Spolaôr, Cláudio Saddy Rodrigues Coy, Feng Chung Wu
2015 J jnl
Comparing published multi-label classifier performance measures to the ones obtained by a simple multi-label baseline classifier.
CoRR
Jean Metz, Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard
2015 A* conf
Feature Selection for Multi-Label Learning.
IJCAI
Newton Spolaôr, Maria Carolina Monard, Huei Diana Lee
2015 J jnl
Feature Selection for Multi-label Learning: A Systematic Literature Review and Some Experimental Evaluations.
Int. J. Comput. Intell. Syst.
Newton Spolaôr, Huei Diana Lee, Weber Shoity Resende Takaki, Feng Chung Wu
2015 J jnl
Lazy Multi-label Learning Algorithms Based on Mutuality Strategies.
J. Intell. Robotic Syst.
Everton Alvares Cherman, Newton Spolaôr, Jorge Carlos Valverde-Rebaza, Maria Carolina Monard
2014 C conf
A framework for multi-label exploratory data analysis: ML-EDA.
CLEI
Victor Augusto Moraes Carvalho, Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard
2014 — conf
Evaluating ReliefF-Based Multi-Label Feature Selection Algorithm.
IBERAMIA
Newton Spolaôr, Maria Carolina Monard
2014 — —
Feature selection for multi-label learning (Seleção de atributos para aprendizagem multirrótulo).
Newton Spolaôr
2014 — conf
Label Construction for Multi-label Feature Selection.
BRACIS
Newton Spolaôr, Maria Carolina Monard, Grigorios Tsoumakas, Huei Diana Lee
2013 — conf
A Framework to Generate Synthetic Multi-label Datasets.
CLEI Selected Papers
Jimena Torres Tomás, Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard
2013 — conf
Evaluating Feature Selection Methods for Multi-Label Text Classication.
BioASQ@CLEF
Newton Spolaôr, Grigorios Tsoumakas
2013 — conf
ReliefF for Multi-label Feature Selection.
BRACIS
Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard, Huei Diana Lee
2012 — conf
A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach.
CLEI Selected Papers
Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard, Huei Diana Lee
2012 J jnl
Analysis of complexity indices for classification problems: Cancer gene expression data.
Neurocomputing
Ana Carolina Lorena, Ivan G. Costa, Newton Spolaôr, Marcílio Carlos Pereira de Souto
2012 — conf
Filter Approach Feature Selection Methods to Support Multi-label Learning Based on ReliefF and Information Gain.
SBIA
Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard, Huei Diana Lee
2011 C conf
Multi-objective Genetic Algorithm Evaluation in Feature Selection.
EMO
Newton Spolaôr, Ana Carolina Lorena, Huei Diana Lee
2010 B conf
Complexity measures of supervised classifications tasks: A case study for cancer gene expression data.
IJCNN
Marcílio Carlos Pereira de Souto, Ana Carolina Lorena, Newton Spolaôr, Ivan Gesteira Costa
2010 — conf
On the Complexity of Gene Marker Selection.
SBRN
Ana Carolina Lorena, Newton Spolaôr, Ivan G. Costa, Marcilio C. P. de Souto
2010 — conf
Use of Multiobjective Genetic Algorithms in Feature Selection.
SBRN
Newton Spolaôr, Ana Carolina Lorena, Huei Diana Lee