3 citations · 4 across the 5 of their papers we have counts for
7 papers
Adaptive Gaussian Fuzzy Classifier for Real-Time Emotion Recognition in Computer Games
Daniel Leite, Volnei Frigeri, Rodrigo Medeiros
Human emotion recognition has become a need for more realistic and interactive machines and computer systems. The greatest challenge is the availability of high-performance algorit…
Evolving Fuzzy System Applied to Battery Charge Capacity Prediction for Fault Prognostics
Murilo Osorio Camargos, Iury Bessa, Luiz A. Q. Cordovil Junior +3
This paper addresses the use of data-driven evolving techniques applied to fault prognostics. In such problems, accurate predictions of multiple steps ahead are essential for the R…
Incremental Learning and State-Space Evolving Fuzzy Control of Nonlinear Time-Varying Systems with Unknown Model
Daniel Leite, Pedro Coutinho, Iury Bessa +3
We present a method for incremental modeling and time-varying control of unknown nonlinear systems. The method combines elements of evolving intelligence, granular machine learning…
Real-Time Anomaly Detection in Data Centers for Log-based Predictive Maintenance using an Evolving Fuzzy-Rule-Based Approach
Leticia Decker, Daniel Leite, Luca Giommi +1
Detection of anomalous behaviors in data centers is crucial to predictive maintenance and data safety. With data centers, we mean any computer network that allows users to transmit…
EGFC: Evolving Gaussian Fuzzy Classifier from Never-Ending Semi-Supervised Data Streams -- With Application to Power Quality Disturbance Detection and Classification
Daniel Leite, Leticia Decker, Marcio Santana +1
Power-quality disturbances lead to several drawbacks such as limitation of the production capacity, increased line and equipment currents, and consequent ohmic losses; higher opera…
Comparison of Evolving Granular Classifiers applied to Anomaly Detection for Predictive Maintenance in Computing Centers
Leticia Decker, Daniel Leite, Fabio Viola +1
Log-based predictive maintenance of computing centers is a main concern regarding the worldwide computing grid that supports the CERN (European Organization for Nuclear Research) p…