Huei Diana Lee

30 papers A* 1C 1Journal 14Unranked 12

Year	Rank	Type	Title / 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`	Metalearning for choosing feature selection algorithms in data mining: Proposal of a new framework. Expert Syst. Appl. Antonio Rafael Sabino Parmezan, Huei Diana Lee, Feng Chung Wu
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	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
2014	—	`conf`	Label Construction for Multi-label Feature Selection. BRACIS Newton Spolaôr, Maria Carolina Monard, Grigorios Tsoumakas, Huei Diana Lee
2014	—	`ch.`	Time Series Classification with Motifs and Characteristics. Soft Computing for Business Intelligence André Gustavo Maletzke, Huei Diana Lee, Gustavo Enrique, Almeida Prado Alves Batista, Cláudio Saddy Rodrigues Coy, João José Fagundes, Feng Chung Wu
2013	—	`conf`	ReliefF for Multi-label Feature Selection. BRACIS Newton Spolaôr, Everton Alvares Cherman, Maria Carolina Monard, Huei Diana Lee
2013	—	`conf`	Symbolic Representation Based on Temporal Order Information for Time Series Classification. BRACIS Willian Zalewski, Fabiano Silva, André Gustavo Maletzke, Feng Chung Wu, 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	—	`conf`	A Symbolic Representation Method to Preserve the Characteristic Slope of Time Series. SBIA Willian Zalewski, Fabiano Silva, Feng Chung Wu, Huei Diana Lee, André Gustavo Maletzke
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
2012	—	`conf`	Time Series Discretization Based on the Approximation of the Local Slope Information. IBERAMIA Willian Zalewski, Fabiano Silva, Huei Diana Lee, André Gustavo Maletzke, Feng Chung Wu
2011	C	`conf`	Multi-objective Genetic Algorithm Evaluation in Feature Selection. EMO Newton Spolaôr, Ana Carolina Lorena, Huei Diana Lee
2010	—	`conf`	Use of Multiobjective Genetic Algorithms in Feature Selection. SBRN Newton Spolaôr, Ana Carolina Lorena, Huei Diana Lee
2008	J	`jnl`	Construction of an Attribute-Value Representation for Semi-structured Medical Findings Knowledge Extraction. CLEI Electron. J. Daniel de Faveri Honorato, Everton Alvares Cherman, Huei Diana Lee, Maria Carolina Monard, Feng Chung Wu
2008	—	`conf`	Evaluation of Models for the Recognition of Hadwritten Digits in Medical Forms. BSB Willian Zalewski, Huei Diana Lee, Adewole M. J. F. Caetano, Ana Carolina Lorena, André Gustavo Maletzke, João José Fagundes, Cláudio Saddy Rodrigues Coy, Feng Chung Wu
2006	—	`conf`	A Fractal Dimension Based Filter Algorithm to Select Features for Supervised Learning. IBERAMIA-SBIA Huei Diana Lee, Maria Carolina Monard, Feng Chung Wu
2006	J	`jnl`	A Simple Evaluation Model for Feature Subset Selection Algorithms. Inteligencia Artif. Huei Diana Lee, Maria Carolina Monard, Richardson Floriani Voltolini, Ronaldo Cristiano Prati, Feng Chung Wu
2005	—	`conf`	Feature Subset Selection for Supervised Learning using Fractal Dimension. LAPTEC Huei Diana Lee, Maria Carolina Monard, Feng Chung Wu
2005	—	`—`	Selection of important features for knowledge extraction from data bases. Huei Diana Lee
2000	—	`conf`	Indução Construtiva Guiada pelo Conhecimento: Um Estudo de Caso do Processamento de Sêmen Diagnóstico IBERAMIA-SBIA 2000 Open Discussion Track Huei Diana Lee, Maria Carolina Monard, Sandro C. Esteves