Search Results - "Diana Lee, Huei"

Feature Selection via Pareto Multi-objective Genetic Algorithms by Spolaôr, Newton, Lorena, Ana Carolina, Diana Lee, Huei

“…Feature selection, an important combinatorial optimization problem in data mining, aims to find a reduced subset of features of high quality in a dataset…”
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A systematic review of multi-label feature selection and a new method based on label construction by Spolaôr, Newton, Monard, Maria Carolina, Tsoumakas, Grigorios, Lee, Huei Diana

“…Each example in a multi-label dataset is associated with multiple labels, which are often correlated. Learning from this data can be improved when…”
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Metalearning for choosing feature selection algorithms in data mining: Proposal of a new framework by Parmezan, Antonio Rafael Sabino, Lee, Huei Diana, Wu, Feng Chung

“…•A new Metalearning architecture proposal to recommend Feature Selection algorithms.•FS algorithms are ranked using a new multicriteria performance…”
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A computational system based on ontologies to automate the mapping process of medical reports into structured databases by Oliva, Jefferson Tales, Lee, Huei Diana, Spolaôr, Newton, Takaki, Weber Shoity Resende, Coy, Claudio Saddy Rodrigues, Fagundes, João José, Wu, Feng Chung

“…•A computational system was developed according to software engineering prototyping.•An original ontology-based Medical Report Mapping Process was automated in…”
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Heuristics-based Responsiveness Evaluation of a Telemedicine Computational Web System by Ensina, Leandro Augusto, Lee, Huei Diana, Takaki, Weber Shoity Resende, Maciejewski, Narco Afonso Ravazzoli, Spolaor, Newton, Wu, Feng Chung

“…Computational technologies are increasingly included in our lives, presenting themselves as indispensable tools in most human activities and benefiting…”
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A Comparison of Multi-label Feature Selection Methods using the Problem Transformation Approach by Spolaôr, Newton, Cherman, Everton Alvares, Monard, Maria Carolina, Lee, Huei Diana

“…Feature selection is an important task in machine learning, which can effectively reduce the dataset dimensionality by removing irrelevant and/or redundant…”
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Feature Selection for Multi-label Learning: A Systematic Literature Review and Some Experimental Evaluations by Spolaôr, Newton, Lee, Huei Diana, Takaki, Weber Shoity Resende, Wu, Feng Chung

“…Feature selection can remove non-important features from the data and promote better classifiers. This task, when applied to multi-label data where each…”
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Influence of the peritoneal lavage with bupivacaine on the survival and resistance of colonic anastomoses performed under fecal peritonitis in rats by Camargo, Michel Gardere, Fagundes, João José, Leal, Raquel Franco, Ayrizono, Maria de Lourdes Setsuko, Rossi, Débora Helena dos Gonçalves, Oliveira, Priscilla de Sene Portel, Chung, Wu Feng, Lee, Huei Diana, Coy, Cláudio Saddy Rodrigues

“…To evaluate the effects of peritoneal lavage with bupivacaine on survival and initial resistance of anastomosis on distal colon, performed under peritonitis or…”
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Prototype of a computer system for managing data and video colonoscopy exams by Renato Bobsin Machado, Huei Diana Lee, Maria de Lourdes Setsuko Ayrizono, Raquel Franco Leal, Cláudio Saddy Rodrigues Coy, João José Fagundes, Feng Chung Wu

“…OBJECTIVE: Develop a prototype using computer resources to optimize the management process of clinical information and video colonoscopy exams. MATERIALS AND…”
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Prototype system to manage data on coloproctology surgery by Huei Diana Lee, Wilson Jung, Adrieli Cristina da Silva, Luiz Henrique Dutra da Costa, Bianca Espindola, Cláudio saddy Rodrigues Coy, João José Fagundes, Feng Chung Wu

“…OBJECTIVE: To develop a prototype system to manage data on coloproctology surgery, aiming at Data Quality (DQ) and the adoption of a DQ monitoring process,…”
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Automatic recommendation of feature selection algorithms based on dataset characteristics by Parmezan, Antonio Rafael Sabino, Lee, Huei Diana, Spolaôr, Newton, Wu, Feng Chung

“…Feature selection in real-world data mining problems is essential to make the learning task efficient and more accurate. Identifying the best feature selection…”
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A systematic review on content-based video retrieval by Spolaôr, Newton, Lee, Huei Diana, Takaki, Weber Shoity Resende, Ensina, Leandro Augusto, Coy, Claudio Saddy Rodrigues, Wu, Feng Chung

“…Content-based video retrieval and indexing have been associated with intelligent methods in many applications such as education, medicine and agriculture…”
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Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines by Lee, Huei Diana, Mendes, Ana Isabel, Spolaôr, Newton, Oliva, Jefferson Tales, Sabino Parmezan, Antonio Rafael, Wu, Feng Chung, Fonseca-Pinto, Rui

“…•Review on recent dermoscopy melanoma classification results.•Design and optimization of a melanoma classification method with feature selection.•Proposal of…”
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Construction of an Attribute-Value Representation for Semi-structured Medical Findings Knowledge Extraction by Honorato, Daniel de Faveri, Alvares Cherman, Everton, Lee, Huei Diana, Monard, Maria Carolina, Wu, Feng Chung

“…Data Mining is a process related to analysis, understanding and knowledge extraction from databases. In order to perform this process it is usually necessary…”
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Prototype system for feature extraction, classification and study of medical images by Oliva, Jefferson Tales, Lee, Huei Diana, Spolaôr, Newton, Coy, Claudio Saddy Rodrigues, Wu, Feng Chung

“…•MIAS 3.0 supports automatic feature extraction and medical image classification.•The system was developed according to prototyping, a software engineering…”
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Fine-tuning pre-trained neural networks for medical image classification in small clinical datasets by Spolaôr, Newton, Lee, Huei Diana, Mendes, Ana Isabel, Nogueira, Conceição Veloso, Parmezan, Antonio Rafael Sabino, Takaki, Weber Shoity Resende, Coy, Claudio Saddy Rodrigues, Wu, Feng Chung, Fonseca-Pinto, Rui

“…Convolutional neural networks have been effective in several applications, arising as a promising supporting tool in a relevant Dermatology problem: skin…”
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Web System Prototype based on speech recognition to construct medical reports in Brazilian Portuguese by de Toledo, Thiago Ferreira, Lee, Huei Diana, Spolaôr, Newton, Rodrigues Coy, Cláudio Saddy, Wu, Feng Chung

“…•Integration of two ASR technologies into a WSP to generate medical reports.•Evaluation of Google's and Microsoft's ASR in a Brazilian Portuguese.•Google's ASR…”
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Comparative study of descendent colon rupture resistance considering traction force of rupture and total energy of rupture in rats by Wu, Feng Chung, Lee, Huei Diana, Niz, Maksoel Algustin Krauspenhar, Ayrizono, Maria de Loudes Setsuko, Coy, Cláudio Saddy Rodrigues, Góes, Juvenal Ricardo Navarro, Fagundes, João José

“…To compare total energy of rupture and traction force of rupture tests within a rupture resistance study of descendent colon of rats. Twelve descendent colon…”
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A video indexing and retrieval computational prototype based on transcribed speech by Spolaôr, Newton, Lee, Huei Diana, Takaki, Weber Shoity Resende, Ensina, Leandro Augusto, Parmezan, Antonio Rafael Sabino, Oliva, Jefferson Tales, Coy, Claudio Saddy Rodrigues, Wu, Feng Chung

“…Using the voice to interact with systems is attractive in medicine and other areas due to its friendliness and flexibility. Video indexing and retrieval have…”
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ReliefF for Multi-label Feature Selection by Spolaor, Newton, Alvares Cherman, Everton, Monard, Maria Carolina, Lee, Huei Diana

“…The feature selection process aims to select a subset of relevant features to be used in model construction, reducing data dimensionality by removing…”
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