André P. Lemos

According to our database, André P. Lemos authored at least 34 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Evolving fuzzy predictor with multivariable Gaussian participatory learning and multi-innovations recursive weighted least squares: eFMI.

Fernanda P. S. Rodrigues, Alisson Marques Silva, André Paim Lemos

Evol. Syst., 2022

A multi-agent system for solving the Dynamic Capacitated Vehicle Routing Problem with stochastic customers using trajectory data mining.

Juan Camilo Fonseca Galindo, Gabriela de Castro Surita, José Maia Neto, Cristiano Leite de Castro, André Paim Lemos

Expert Syst. Appl., 2022

2021

Evolving Systems.

Fernando A. C. Gomide, André P. Lemos, Walmir M. Caminhas

Proceedings of the Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications, 2021

Fuzzy Baselines to Stabilize Policy Gradient Reinforcement Learning.

Gabriela de Castro Surita, André P. Lemos, Fernando A. C. Gomide

Proceedings of the Explainable AI and Other Applications of Fuzzy Techniques, 2021

Evolving Fuzzy System with Multivariable Gaussian Participatory Learning and Recursive Maximum Correntropy - eFCE.

Fernanda P. S. Rodrigues, Alisson Marques Silva, André Paim Lemos

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020

Evolving clustering algorithm based on mixture of typicalities for stream data mining.

José Maia, Carlos Alberto Severiano Junior, Frederico Gadelha Guimarães, Cristiano Leite Castro, André Paim Lemos, Juan Camilo Fonseca Galindo, Miri Weiss-Cohen

Future Gener. Comput. Syst., 2020

2019

An anatomy for neural search engines.

Thiago Akio Nakamura, Pedro H. Calais, Davi de Castro Reis, André Paim Lemos

Inf. Sci., 2019

2018

Cryptocurrencies Transactions Advisor Using a Genetic Mamdani-type Fuzzy Rules Based System.

Taiguara Melo Tupinambás, Rafael Aeraf Leão Cadence, André Paim Lemos

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017

Adaptive fault detection and diagnosis using parsimonious Gaussian mixture models trained with distributed computing techniques.

Thiago Akio Nakamura, Reinaldo M. Palhares, Walmir M. Caminhas, Benjamin Rodrigues de Menezes, Mário César Mello de Massa Campos, Ubirajara Fumega, Carlos H. de M. Bomfim, André P. Lemos

J. Frankl. Inst., 2017

MILKDE: A new approach for multiple instance learning based on positive instance selection and kernel density estimation.

Alexandre W. C. Faria, Frederico Gualberto F. Coelho, Alisson Marques da Silva, Honovan P. Rocha, Gustavo Matheus de Almeida, André P. Lemos, Antônio P. Braga

Eng. Appl. Artif. Intell., 2017

2016

Monitoring of a thermoelectric power plant based on multivariate statistical process control.

Joyce M. F. Fonseca, Bruno M. Sousa, Webber E. Aguiar, Anisio R. Braga, André P. Lemos, Hugo C. C. Michel, Carmela M. P. Braga

Proceedings of the 2016 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2016

2015

Dataset structure as prior information for parameter-free regularization of extreme learning machines.

Leonardo José Silvestre, André Paim Lemos, João Pedro Braga, Antônio de Pádua Braga

Neurocomputing, 2015

Adaptive Input Selection and Evolving Neural Fuzzy Networks Modeling.

Alisson Marques Silva, Walmir M. Caminhas, André P. Lemos, Fernando A. C. Gomide

Int. J. Comput. Intell. Syst., 2015

Multivariate statistical process control of boiler and turbine-generator units of a Thermoelectric Power Plant with multiple operating set points.

Bruno M. Sousa, Andre Lebedev, Joyce Ferreira, Webber E. Aguiar, Carmela M. P. Braga, Anisio R. Braga, André P. Lemos

Proceedings of the IEEE International Conference on Industrial Technology, 2015

Adaptive Fuzzy C-Regression Modeling for Time Series Forecasting.

Leandro Maciel, André Paim Lemos, Rosangela Ballini, Fernando A. C. Gomide

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

An affinity matrix approach for structure selection of extreme learning machines.

David Pinto, André P. Lemos, Antônio P. Braga

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014

A fast learning algorithm for evolving neo-fuzzy neuron.

Alisson Marques Silva, Walmir M. Caminhas, André Paim Lemos, Fernando A. C. Gomide

Appl. Soft Comput., 2014

A Geometrical Approach for Parameter Selection of Radial Basis Functions Networks.

Luiz C. B. Torres, André P. Lemos, Cristiano Leite Castro, Antônio P. Braga

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

Parameter-free regularization in Extreme Learning Machines with affinity matrices.

Leonardo José Silvestre, André Paim Lemos, João Pedro Braga, Antônio de Pádua Braga

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

A new approach for multiple instance learning based on a homogeneity bag operator.

Alexandre Wagner Chagas Faria, David Menotti, André Paim Lemos, Antônio de Pádua Braga

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

A batch-incremental process fault detection and diagnosis using mixtures of probablistic PCA.

Thiago Akio Nakamura, André Paim Lemos

Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2014

Real-time nonlinear modeling of a twin rotor MIMO system using evolving neuro-fuzzy network.

Alisson Marques Silva, Walmir M. Caminhas, André Paim Lemos, Fernando A. C. Gomide

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Control and Automation, 2014

2013

System Modeling and Forecasting with Evolving Fuzzy Algorithms.

André Paim Lemos, Rosangela Ballini, Walmir M. Caminhas, Fernando A. C. Gomide

Proceedings of the Soft Computing: State of the Art Theory and Novel Applications, 2013

Adaptive fault detection and diagnosis using an evolving fuzzy classifier.

André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide

Inf. Sci., 2013

2012

Evolving fuzzy systems for pricing fixed income options.

Leandro Maciel, André Paim Lemos, Fernando A. C. Gomide, Rosangela Ballini

Evol. Syst., 2012

Thermal modeling of power transformers using evolving fuzzy systems.

Leonardo Mendes de Souza, André Paim Lemos, Walmir M. Caminhas, W. C. Boaventura

Eng. Appl. Artif. Intell., 2012

Evolving Neural Fuzzy Network with Adaptive Feature Selection.

Alisson Marques Silva, Walmir Matos Caminhas, André Paim Lemos, Fernando A. C. Gomide

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Evolving fuzzy linear regression tree approach for forecasting sales volume of petroleum products.

André Paim Lemos, Daniel F. Leite, Leandro Maciel, Rosangela Ballini, Walmir M. Caminhas, Fernando A. C. Gomide

Proceedings of the FUZZ-IEEE 2012, 2012

2011

Multivariable Gaussian Evolving Fuzzy Modeling System.

André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide

IEEE Trans. Fuzzy Syst., 2011

Fuzzy evolving linear regression trees.

André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide

Evol. Syst., 2011

Evolving fuzzy linear regression trees with feature selection.

André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide

Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

2010

Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis.

André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

Evolving fuzzy linear regression trees.

André Paim Lemos, Walmir Matos Caminhas, Fernando A. C. Gomide

Proceedings of the FUZZ-IEEE 2010, 2010

2008

Screening of Obstructive Sleep Apnea by RR Interval Time Series using a Time Series Novelty Detection Technique.

André Paim Lemos, Carlos Julio Tierra-Criollo, Walmir M. Caminhas

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008