Search Results - "Ribeiro, Victor Henrique Alves"

Data treatment methods for real-time colorimetric loop-mediated isothermal amplification reactions by Kim, Edson Yu Sin, Imamura, Louise Matiê, Winkert Raddatz, Bruna, Timm Soares, Santiago Pedro, Alves Ribeiro, Victor Henrique, Rinaldi Pavesi Nicollete, Diego, Bergamo Santiago, Erika, Mazega Figueredo, Marcus Vinícius, Montesanti Machado de Almeida, Bernardo, Renato Rogal, Sergio

“…With the SARS-CoV-2 pandemic and the need for affordable and rapid mass testing, colorimetric isothermal amplification reactions such as Loop-Mediated…”
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Hilab system, a new point-of-care hematology analyzer supported by the Internet of Things and Artificial Intelligence by Gasparin, Aléxia Thamara, Araujo, Claudiane Isabel Franco, Schmitt, Patricia, Cardoso, Mônica Ribas, Perussolo, Maiara Carolina, de Jesus, Thainá Caroline Schuartz, Santiago, Erika Bergamo, Silva, Ivan Lucas Reis, de Sousa, Ricardo Gurgel, Teng, Flavia Zhu, Severo, Evair Borges, Ribeiro, Victor Henrique Alves, Cardoso, Milena Andreuzo, Silva, Fernanda D’Amico, de Araujo Perazzoli, Carolina Rodrigues, de Holanda Farias, João Samuel, de Almeida, Bernardo Montesanti Machado, Rogal Júnior, Sergio Renato, Figueredo, Marcus Vinícius Mazega

“…The complete blood count (CBC) is one of the most requested tests by physicians. CBC tests, most realized in conventional hematological analyzers, are…”
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Ensemble learning by means of a multi-objective optimization design approach for dealing with imbalanced data sets by Alves Ribeiro, Victor Henrique, Reynoso-Meza, Gilberto

“…•A new taxonomy for multi-objective ensemble learning is proposed.•A holistic study on multi-objective ensemble learning is performed.•A collection of…”
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Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting by Ribeiro, Victor Henrique Alves, Reynoso-Meza, Gilberto, Siqueira, Hugo Valadares

“…Streamflow series forecasting composes a fundamental step in planning electric energy production for hydroelectric plants. In Brazil, such plants produce…”
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Random vector functional link forests and extreme learning forests applied to UAV automatic target recognition by Alves Ribeiro, Victor Henrique, Santana, Roberto, Reynoso-Meza, Gilberto

“…This paper proposes two novel machine learning algorithms, namely Random Vector Functional Link Forests and Extreme Learning Forests, to develop an improved…”
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Development of an optimized colorimetric RT-LAMP for SARS-CoV-2 assay with enhanced procedure controls for remote diagnostics by Raddatz, Bruna Winkert, Kim, Edson Yu Sin, Imamura, Louise Matiê, Steil, Gisleine Jarenko, Santiago, Erika Bergamo, Soares, Santiago Pedro Timm, Ribeiro, Victor Henrique Alves, de Almeida, Bernardo Montesanti Machado, Rogal, Sergio Renato, Figueredo, Marcus Vinícius Mazega

“…The coronavirus pandemic accentuated the need for molecular diagnostic tests. A technique highly used to this end is the Polymerase Chain Reaction (PCR)—a…”
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Detection and classification of abnormal red blood cells with computational intelligence techniques: a review by Silva, Fernanda D'Amico, Severo, Evair Borges, Ribeiro, Victor Henrique Alves, Reynoso-Meza, Gilberto

“…Red blood cells (RBCs), or erythrocytes, are usually disc-shaped. However, pathological conditions can change their shape. The complete blood count (CBC) is a…”
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Feature selection and regularization of interpretable soft sensors using evolutionary multi-objective optimization design procedures by Alves Ribeiro, Victor Henrique, Reynoso-Meza, Gilberto

“…Soft sensors are mathematical models that estimate hard-to-measure variables given easy-to-measure ones. This field of study has given the industry a valuable…”
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A Dynamic Multi-criteria Multi-engine Approach for Text Simplification by Ribeiro, Victor Henrique Alves, Cavalin, Paulo, Morais, Edmilson

“…In this work we present a multi-criteria multi-engine approach for text simplification. The main goal is to demonstrate a way to take advantage of a pool of…”
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A holistic multi-objective optimization design procedure for ensemble member generation and selection by Alves Ribeiro, Victor Henrique, Reynoso-Meza, Gilberto

“…In the last few years, machine learning techniques have been successfully applied to solve engineering problems. However, owing to certain complexities found…”
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Multi-Objective Ensemble Model for Short-Term Price Forecasting in Corn Price Time Series by Ribeiro, Matheus Henrique Dal Molin, Ribeiro, Victor Henrique Alves, Reynoso-Meza, Gilberto, Coelho, Leandro dos Santos

“…Short-term forecasting plays an important role in the economic area. Several studies have been carried, where models with good forecast capacity, focusing on…”
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A novel dynamic multi-criteria ensemble selection mechanism applied to drinking water quality anomaly detection by Alves Ribeiro, Victor Henrique, Moritz, Steffen, Rehbach, Frederik, Reynoso-Meza, Gilberto

“…The provision of clean and safe drinking water is a crucial task for water supply companies from all over the world. To this end, automatic anomaly detection…”
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Dynamic Multi-criteria Classifier Selection for Illegal Tapping Detection in Oil Pipelines by Ribeiro, Victor Henrique Alves, Domingues, Pedro Henrique, Cavalin, Paulo Rodrigo, Reynoso-Meza, Gilberto, Ayala, Helon Vicente Hultmann, Azevedo, Luis Fernando Alzuguir

“…Illegal tapping of fuel pipelines has recently become one of the most relevant safety problems faced by the industry. Hundreds of illegal interventions have…”
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Comparison of Different Classifiers for Automatic Target Recognition Systems by Alves Ribeiro, Victor Henrique, Reynoso Meza, Gilberto, dos Santos Coelho, Leandro

“…Within unmanned aerial vehicles on-going research topics, automatic target recognition is acquiring relevance. This is due to the easiness with which it is…”
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A study of Pareto-based methods for ensemble pool generation and aggregation by Alves Ribeiro, Victor Henrique, Reynoso-Meza, Gilberto

“…In the field of machine learning, the application of ensemble methods is one of the most successful techniques in order to achieve a good performance in…”
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Multi-objective Support Vector Machines Ensemble Generation for Water Quality Monitoring by Alves Ribeiro, Victor Henrique, Reynoso-Meza, Gilberto

“…Real-world classification problems generally deal with imbalanced data, where one class represents the majority of the data set. The present work deals with…”
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Multi-objective PID Controller Tuning for an Industrial Gasifier by Alves Ribeiro, Victor Henrique, Meza, Gilberto Reynoso

“…Control of industrial plants is an important engineering field of study, where the optimization of such processes can lead to better product quality and higher…”
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