M. Valença

发表

Using Neural Networks and Feature Selection Algorithm to Perform Early Diagnosis of Alzheimer and Mild Cognitive Impairment Disease

La.M.D.A. Coutinho, M. Valença, 2015 .

Using Neural Networks and Feature Selection Algorithms in the Identiﬁcation of Protein Signatures for the Prediction of Alzheimer’s Disease

M. Valença, L. Dantas, Mˆeuser Valenc¸a, 2015 .

Using Reservoir Computing for Forecasting of Wind Power Generated by a Wind Farm

M. Valença, Bruna Aguiar, 2014 .

Creating Conﬁdence Intervals for Reservoir Computing’s Wind Power Forecast Use of Maximum Likelihood Method and the Distribution-based Method

M. Valença, B. Menezes, 2014 .

A constructive neural network for detecting left ventricular hypertrophy

Mêuser Jorge Silva Valença, Domingos Vanderlei Filho, Hilton de C. Chaves, 2005, Fifth International Conference on Hybrid Intelligent Systems (HIS'05).

IKONOS: an intelligent tool to support diagnosis of COVID-19 by texture analysis of X-ray images

Valter A. F. Barbosa, V. A. d. F. Barbosa, J. C. Gomes, 2020, Research on Biomedical Engineering.

Feature selection based on dialectics to support breast cancer diagnosis using thermographic images

Mêuser Jorge Silva Valença, W. P. dos Santos, Maíra A. Santana, 2021, Research on Biomedical Engineering.

Optimizing the Extreme Learning Machine Using Harmony Search for Hydrologic Time Series Forecasting

Mêuser Jorge Silva Valença, Ivna Valença, M. Valença, 2012, IDEAL.

Selecting variables with search algorithms and neural networks to improve the process of time series forecasting

Teresa Bernarda Ludermir, Mêuser Jorge Silva Valença, Tarcísio Lucas, 2011, Int. J. Hybrid Intell. Syst..

Hybrid Systems to Select Variables for Time Series Forecasting Using MLP and Search Algorithms

Teresa Bernarda Ludermir, Mêuser Jorge Silva Valença, Ivna Valença, 2010, 2010 Eleventh Brazilian Symposium on Neural Networks.

Mean Multiclass Type I and II Errors for Training Multilayer Perceptron with Particle Swarm in Image Segmentation

Wellington Pinheiro dos Santos, Mêuser Jorge Silva Valença, Michel M. dos Santos, 2012, IDEAL.

A fuzzy approach to support a musculoskeletal disorders diagnosis

Teresa Bernarda Ludermir, Mêuser Jorge Silva Valença, Domingos Vanderlei Filho, 2002, VII Brazilian Symposium on Neural Networks, 2002. SBRN 2002. Proceedings..

Evaluating Artificial Neural Networks and Traditional Approaches for Risk Analysis in Software Project Management - A Case Study with PERIL Dataset

Mêuser Jorge Silva Valença, Sérgio Fernandes, Carlos Timoteo, 2014, ICEIS.

Surface electromyography classification using extreme learning machines and echo state networks

R. E. de Souza, W. P. dos Santos, Byron L. D. Bezerra, 2022, Research on Biomedical Engineering.

Boosting the Deep Multidimensional Long-Short-Term Memory Network for Handwritten Recognition Systems

Byron L. D. Bezerra, Dayvid Castro, Meuser Valenca, 2018, 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR).

Anomaly detection in smart houses: Monitoring elderly daily behavior for fall detecting

Bruno J. T. Fernandes, Bruno José Torres Fernandes, Yves M. Galvão, 2017, 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI).

An Intelligent Tool to Support Diagnosis of Covid-19 by Texture Analysis of Computerized Tomography X-ray Images and Machine Learning

M. A. de Santana, R. E. de Souza, W. P. dos Santos, 2021, Assessing COVID-19 and Other Pandemics and Epidemics using Computational Modelling and Data Analysis.