Search Results - "Medeiros, Cláudio M.S."

A decision support system for fault detection and definition of the quality of wet blue goat skins by Sousa, Carlos E.B., Medeiros, Cláudio M.S., Pereira, Renato F., Neto, Alcides A., Neto, Mateus A.V.

“…The vast majority of goat skin processed by traditional tanneries comes from small rural producers. Thus, with the predominance of rustic creation, slaughter,…”
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Energy production predication via Internet of Thing based machine learning system by Rebouças Filho, Pedro P., Gomes, Samuel L., e Nascimento, Navar M. Mendonça, Medeiros, Cláudio M.S., Outay, Fatma, de Albuquerque, Victor Hugo C.

“…Wind energy is an interesting source of alternative energy to complement the Brazilian energy matrix. However, one of the great challenges lies in managing…”
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A reliable approach for detection of incipient faults of short-circuits in induction generators using machine learning by Rebouças Filho, Pedro Pedrosa, Nascimento, Navar M.M., Sousa, Igor R., Medeiros, Cláudio M.S., de Albuquerque, Victor Hugo C.

“…•An approach for detection of incipient faults of short-circuits in wind turbine induction generator using machine learning.•This research address a solid…”
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A novel weight pruning method for MLP classifiers based on the MAXCORE principle by Medeiros, Cláudio M. S., Barreto, Guilherme A.

“…We introduce a novel weight pruning methodology for MLP classifiers that can be used for model and/or feature selection purposes. The main concept underlying…”
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Estimating the Number of Hidden Neurons of the MLP Using Singular Value Decomposition and Principal Components Analysis: A Novel Approach by Santos, José Daniel A, Barreto, Guilherme A, Medeiros, Cláudio M S

“…This paper presents a novel technique to estimate the number of hidden neurons of an MLP classifier. The proposed approach consists in the post-training…”
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Detection of short circuit faults in 3-phase converter-fed induction motors using kernel SOMs by Coelho, David N., Barreto, Guilherme A., Medeiros, Claudio M. S.

“…In this work we report the results of a comprehensive study involving the application of kernel self-organizing maps (KSOM) for early detection of interturn…”
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Goat Leather Quality Classification Using Computer Vision and Machine Learning by Pereira, Renato F., Medeiros, Claudio M. S., Filho, Pedro P. Reboucas

“…Goat leather is responsible for a large part of the income generated by the most diverse clothing products, but the lack of modernization of some stages of…”
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Classification and sensitivity analysis to detect fault in induction motors using an MLP network by Vieira, Renan G., Medeiros, Claudio M. S., Silva, Elias T.

“…This work is an investigation about the use of a Multilayer Perceptron Artificial Neural Network (MLP ANN) to detect stator winding short-circuit faults in a…”
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An Embedded Application to Identify Degradation in Energized Polymeric Insulators Using Machine Learning and Wavelet Transform by Guerreiro Carvalho Cunha, Rebeca, da Silva, Elias T., Medeiros, Claudio M.S.

“…Insulators are among the main causes of failure in the electric power lines. In this paper is described the process to develop and embed an application to…”
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Didactic kit for pratical testing of the basic switched mode power supply topologies by Viana, Isabelli P., Lima, Welton S., Aquino, Caio A., Johannesson, Joao G. R., Medeiros, Claudio M. S.

“…The DC/DC converters are widely used in regulated switch-mode DC power supplies and in DC motor drives. Their concepts are, in general, initially approached in…”
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