An Efficient Method for Pruning the Multilayer Perceptron Based on the Correlation of Errors. - Cláudio M. S. Medeiros; Guilherme De A. Barreto (ICANN (1), 2007)

Pruning the Multilayer Perceptron through the Correlation of Backpropagated Errors. - Cláudio M. S. Medeiros; Guilherme De A. Barreto (ISDA, 2007)

Estimating the Number of Hidden Neurons of the MLP Using Singular Value Decomposition and Principal Components Analysis: A Novel Approach. - José Daniel A. Santos; Guilherme De A. Barreto; Cláudio M. S. Medeiros (SBRN, 2010)

Short Circuit Incipient Fault Detection and Supervision in a Three-Phase Induction Motor with a SOM-Based Algorithm. - David N. Coelho; Cláudio M. S. Medeiros (WSOM, 2012)

A novel weight pruning method for MLP classifiers based on the MAXCORE principle. - Cláudio M. S. Medeiros; Guilherme De A. Barreto (Neural Comput. Appl., 2013)

Performance comparison of classifiers in the detection of short circuit incipient fault in a three-phase induction motor. - David N. Coelho; Guilherme De A. Barreto; Cláudio M. S. Medeiros; José Daniel Alencar Santos (CIES, 2014)

Classification and sensitivity analysis to detect fault in induction motors using an MLP network. - Renan Gomes Vieira; Cláudio M. S. Medeiros; Elias Teodoro Silva Jr. (IJCNN, 2016)

Embedding a Neural Classifier to Detect Faults in a Three-Phase Induction Motor. - Renan Gomes Vieira; Rebeca Guerreiro C. Cunha; Cláudio Marques de Sá Medeiros; Elias Teodoro Silva Jr. (SBESC, 2016)

A Comparison of Machine Learning Methods to Identify Broken Bar Failures in Induction Motors Using Statistical Moments. - Navar de Medeiros Mendonça e Nascimento; Cláudio Marques de Sá Medeiros; Pedro Pedrosa Rebouças Filho (ISDA, 2017)

Detection of short circuit faults in 3-phase converter-fed induction motors using kernel SOMs. - David N. Coelho; Guilherme A. Barreto; Cláudio M. S. Medeiros (WSOM, 2017)

Estimation of the Energy Production in a Wind Farm Using Regression Methods and Wind Speed Forecast. - Pedro Pedrosa Rebouças Filho; Navar de Medeiros Mendonça e Nascimento; Shara Shami Araújo Alves; Samuel Luz Gomes; Cláudio Marques de Sá Medeiros (BRACIS, 2018)

Goat Leather Quality Classification Using Computer Vision and Machine Learning. - Renato F. Pereira; Cláudio M. S. Medeiros; Pedro Pedrosa Rebouças Filho (IJCNN, 2018)

Detection and classification of faults in induction generator applied into wind turbines through a machine learning approach. - Pedro Henrique Feijo de Sousa; Navar Medeiros M. e Nascimento; Pedro Pedrosa Rebouças Filho; Cláudio Marques de Sá Medeiros (IJCNN, 2018)

Estimation of global solar irradiance with LDR sensor and artificial neural network embedded in an 8-bit microcontroller. - Igor Rocha de Sousa; Rogerio Vieira de Oliveira Segundo; Cláudio Marques de Sá Medeiros; Elias Teodoro Silva (IJCNN, 2018)

An Embedded Application to Identify Degradation in Energized Polymeric Insulators Using Machine Learning and Wavelet Transform. - Rebeca Guerreiro Carvalho Cunha; Elias Teodoro da Silva Júnior; Cláudio Marques de Sá Medeiros (SBESC, 2018)

A reliable approach for detection of incipient faults of short-circuits in induction generators using machine learning. - Pedro Pedrosa Rebouças Filho; Navar Medeiros M. e Nascimento; Igor Rocha de Sousa; Cláudio Marques de Sá Medeiros; Victor Hugo C. de Albuquerque (Comput. Electr. Eng., 2018)

LVQ-type Classifiers for Condition Monitoring of Induction Motors: A Performance Comparison. - Diego P. Sousa; Guilherme A. Barreto; Charles C. Cavalcante; Cláudio M. S. Medeiros (WSOM+, 2019)

Energy production predication via Internet of Thing based machine learning system. - Pedro Pedrosa Rebouças Filho; Samuel Luz Gomes; Navar de Medeiros Mendonça e Nascimento; Cláudio Marques de Sá Medeiros; Fatma Outay; Victor Hugo C. de Albuquerque (Future Gener. Comput. Syst., 2019)

Decision Support Software for Melanoma Skin Cancer Detection (DECIME). - Carlos E. B. Sousa; Leonardo B. G. Nascimento; Cláudio M. S. Medeiros; Mauro Oliveira; Iago Avelino Trajano (AAI4H@ECAI, 2020)

Machine learning and multiresolution decomposition for embedded applications to detect short-circuit in induction motors. - Rebeca Guerreiro Carvalho Cunha; Elias Teodoro da Silva Jr.; Cláudio Marques de Sá Medeiros (Comput. Ind., 2021)

Damage Identification of Wind Turbine Blades. - Alberto Régio Alves de Oliveira; Cláudio Marques de Sá Medeiros; Geraldo Luis Bezerra Ramalho (BRACIS (3), 2024)