Juan Albino Méndez Pérez

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 40

Top Topics

Anomaly Detection

Hybrid Intelligent

Industrial Environment

Top Venues

SOCO-CISIS-ICEUTE

Comput. Biol. Medicine

Publications

Javier Hernández-Aceituno, Juan Albino Méndez Pérez, Jose M. Gonzalez-Cava, José Antonio Reboso-Morales
Towards intelligent supervision of operating rooms using stencil-based character recognition. Comput. Biol. Medicine 162 (2023)
Antonio Díaz-Longueira, Míriam Timiraos, Juan Albino Méndez Pérez, José Luís Casteleiro-Roca, Esteban Jove
Daily Accumulative Photovoltaic Energy Prediction Using Hybrid Intelligent Model. HAIS (2023)
Víctor López, José Luís Casteleiro-Roca, Francisco Zayas-Gato, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural Networks. DCAI (2) (2022)
Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Paulo Novais, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
A distributed topology for identifying anomalies in an industrial environment. Neural Comput. Appl. 34 (23) (2022)
Alberto Leira, Esteban Jove, Jose M. Gonzalez-Cava, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Santiago Torres Álvarez, Svetlana Simic, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
One-Class-Based Intelligent Classifier for Detecting Anomalous Situations During the Anesthetic Process. Log. J. IGPL 30 (2) (2022)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
A new method for anomaly detection based on non-convex boundaries with random two-dimensional projections. Inf. Fusion 65 (2021)
Jose M. Gonzalez-Cava, Rafael Arnay, Juan Albino Méndez Pérez, Ana León, María Martín, José Antonio Reboso, Esteban Jove-Pérez, José Luís Calvo-Rolle
Machine learning techniques for computer-based decision systems in the operating theatre: application to analgesia delivery. Log. J. IGPL 29 (2) (2021)
Esteban Jove, Jose M. Gonzalez-Cava, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, Rafael Vega Vega, Francisco Zayas-Gato, Francisco Javier de Cos Juez, Ana León, María Martín, José Antonio Reboso, Michal Wozniak, José Luís Calvo-Rolle
Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients Under General Anesthesia. Log. J. IGPL 29 (2) (2021)
Esteban Jove, Jose Manuel González-Cava, José Luís Casteleiro-Roca, Héctor Alaiz-Moretón, Bruno Baruque, Paulo Leitão, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
An intelligent system for harmonic distortions detection in wind generator power electronic devices. Neurocomputing 456 (2021)
Esteban Jove, Roberto Casado-Vara, José Luís Casteleiro-Roca, Juan Albino Méndez Pérez, Zita A. Vale, José Luís Calvo-Rolle
A hybrid intelligent classifier for anomaly detection. Neurocomputing 452 (2021)
José Luís Casteleiro-Roca, Esteban Jove, Jose M. Gonzalez-Cava, Juan Albino Méndez Pérez, José Luís Calvo-Rolle, Francisco Blanco Álvarez
Hybrid model for the ANI index prediction using Remifentanil drug and EMG signal. Neural Comput. Appl. 32 (5) (2020)
Jose M. Gonzalez-Cava, José Antonio Reboso, José Luís Calvo-Rolle, Juan Albino Méndez Pérez
Adaptive drug interaction model to predict depth of anesthesia in the operating room. Biomed. Signal Process. Control. 59 (2020)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Dragan Simic, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
Anomaly detection based on one-class intelligent techniques over a control level plant. Log. J. IGPL 28 (4) (2020)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Paulo Novais, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
A Comparative Study to Detect Flowmeter Deviations Using One-Class Classifiers. CISIS (2020)
José Luís Casteleiro-Roca, Marco Gomes, Juan Albino Méndez Pérez, Héctor Alaiz-Moretón, María del Carmen Meizoso-López, Benigno Antonio Rodríguez-Gómez, José Luís Calvo-Rolle
Electromyogram prediction during anesthesia by using a hybrid intelligent model. J. Ambient Intell. Humaniz. Comput. 11 (11) (2020)
Esteban Jove, José Luís Casteleiro-Roca, Roberto Casado-Vara, Héctor Quintián, Juan Albino Méndez Pérez, Mohd Saberi Mohamad, José Luís Calvo-Rolle
Comparative Study of One-Class Based Anomaly Detection Techniques for a Bicomponent Mixing Machine Monitoring. Cybern. Syst. 51 (7) (2020)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Roberto Casado-Vara, Bruno Baruque, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
A Hybrid One-Class Topology for Non-convex Sets. HAIS (2020)
Germán Carlos González Rodríguez, Jose M. Gonzalez-Cava, Juan Albino Méndez Pérez
An intelligent decision support system for production planning based on machine learning. J. Intell. Manuf. 31 (5) (2020)
José Luís Casteleiro-Roca, Héctor Quintián, José Luís Calvo-Rolle, Juan Albino Méndez Pérez, Francisco Javier Perez Castelo, Emilio Corchado
Lithium iron phosphate power cell fault detection system based on hybrid intelligent system. Log. J. IGPL 28 (1) (2020)
Jose M. Gonzalez-Cava, Rafael Arnay, Ana León, María Martín, José Antonio Reboso, José Luís Calvo-Rolle, Juan Albino Méndez Pérez
Machine learning based method for the evaluation of the Analgesia Nociception Index in the assessment of general anesthesia. Comput. Biol. Medicine 118 (2020)
José Luís Casteleiro-Roca, José Francisco Gómez González, José Luís Calvo-Rolle, Esteban Jove, Héctor Quintián, Benjamin Gonzalez Diaz, Juan Albino Méndez Pérez
Short-Term Energy Demand Forecast in Hotels Using Hybrid Intelligent Modeling. Sensors 19 (11) (2019)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
A fault detection system based on unsupervised techniques for industrial control loops. Expert Syst. J. Knowl. Eng. 36 (4) (2019)
José Luís Casteleiro-Roca, Juan Albino Méndez Pérez, Andrés José Piñón Pazos, José Luís Calvo-Rolle, Emilio Corchado
Intelligent Model for Electromyogram (EMG) Signal Prediction During Anesthesia. J. Multiple Valued Log. Soft Comput. 32 (3-4) (2019)
Esteban Jove, José Luís Casteleiro-Roca, Jose Manuel González-Cava, Héctor Quintián, Héctor Alaiz-Moretón, Bruno Baruque, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
Anomaly Detection Over an Ultrasonic Sensor in an Industrial Plant. HAIS (2019)
Jose M. Gonzalez-Cava, Iván Castilla-Rodríguez, José Antonio Reboso, Ana León, María Martín, Esteban Jove-Pérez, José Luís Calvo-Rolle, Juan Albino Méndez Pérez
Inferring Knowledge from Clinical Data for Anesthesia Automation. HAIS (2019)
Esteban Jove, Jose M. Gonzalez-Cava, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
Anomaly Detection on Patients Undergoing General Anesthesia. CISIS-ICEUTE (2019)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
A Global Classifier Implementation for Detecting Anomalies by Using One-Class Techniques over a Laboratory Plant. DCAI (Special Sessions) (2019)
Esteban Jove, Jose M. Gonzalez-Cava, José Luís Casteleiro-Roca, Juan Albino Méndez Pérez, José Antonio Reboso-Morales, Francisco Javier Perez Castelo, Francisco Javier de Cos Juez, José Luís Calvo-Rolle
Modelling the hypnotic patient response in general anaesthesia using intelligent models. Log. J. IGPL 27 (2) (2019)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
Outlier Generation and Anomaly Detection Based on Intelligent One-Class Techniques over a Bicomponent Mixing System. SOCO (2019)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
Virtual Sensor for Fault Detection, Isolation and Data Recovery for Bicomponent Mixing Machine Monitoring. Informatica 30 (4) (2019)
Esteban Jove, Jose M. Gonzalez-Cava, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle, Francisco Javier de Cos Juez, Ana León, María Martín, José Antonio Reboso
Remifentanil Dose Prediction for Patients During General Anesthesia. HAIS (2018)
Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, José Luís Calvo-Rolle
A New Approach for System Malfunctioning over an Industrial System Control Loop Based on Unsupervised Techniques. SOCO-CISIS-ICEUTE (2018)
Jose M. Gonzalez-Cava, José Antonio Reboso, José Luís Casteleiro-Roca, José Luís Calvo-Rolle, Juan Albino Méndez Pérez
A Novel Fuzzy Algorithm to Introduce New Variables in the Drug Supply Decision-Making Process in Medicine. Complex. 2018 (2018)
José Luís Casteleiro-Roca, José Francisco Gómez González, José Luís Calvo-Rolle, Esteban Jove, Héctor Quintián, Juan Francisco Acosta Martín, Sara González-Pérez, Benjamin Gonzalez Diaz, Francisco Calero-Garcia, Juan Albino Méndez Pérez
Prediction of the Energy Demand of a Hotel Using an Artificial Intelligence-Based Model. HAIS (2018)
José Luís Casteleiro-Roca, José Luís Calvo-Rolle, Juan Albino Méndez Pérez, Nieves Roqueñí Gutiérrez, Francisco Javier de Cos Juez
Hybrid Intelligent System to Perform Fault Detection on BIS Sensor During Surgeries. Sensors 17 (1) (2017)
Jose M. Gonzalez-Cava, Rafael Arnay, Juan Albino Méndez Pérez, Ana León, María Martín, Esteban Jove, José Luís Calvo-Rolle, José Luís Casteleiro-Roca, Francisco Javier de Cos Juez
A Machine Learning Based System for Analgesic Drug Delivery. SOCO-CISIS-ICEUTE (2017)
Esteban Jove, Jose M. Gonzalez-Cava, José Luís Casteleiro-Roca, Juan Albino Méndez Pérez, José Luís Calvo-Rolle, Francisco Javier de Cos Juez
An Intelligent Model to Predict ANI in Patients Undergoing General Anesthesia. SOCO-CISIS-ICEUTE (2017)
José Luís Casteleiro-Roca, Juan Albino Méndez Pérez, José Antonio Reboso-Morales, Francisco Javier de Cos Juez, Francisco Javier Perez Castelo, José Luís Calvo-Rolle
An Intelligent Model for Bispectral Index (BIS) in Patients Undergoing General Anesthesia. SOCO-CISIS-ICEUTE (2016)
Isabel Mateos-Garcia, Juan Albino Méndez Pérez, José Antonio Reboso-Morales, José Francisco Gómez González
Adaptive pharmacokinetic and pharmacodynamic modelling to predict propofol effect using BIS-guided anesthesia. Comput. Biol. Medicine 75 (2016)
José Luís Casteleiro-Roca, Juan Albino Méndez Pérez, Andrés José Piñón Pazos, José Luís Calvo-Rolle, Emilio Corchado
Modeling the Electromyogram (EMG) of Patients Undergoing Anesthesia During Surgery. SOCO (2015)