Juan A. Méndez

Orcid: 0000-0003-2004-5989

Affiliations:
  • University of La Laguna, San Cristóbal de La Laguna, Canary Islands, Spain


According to our database1, Juan A. Méndez authored at least 68 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Towards intelligent supervision of operating rooms using stencil-based character recognition.
Comput. Biol. Medicine, August, 2023

Daily Accumulative Photovoltaic Energy Prediction Using Hybrid Intelligent Model.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022
A distributed topology for identifying anomalies in an industrial environment.
Neural Comput. Appl., 2022

One-Class-Based Intelligent Classifier for Detecting Anomalous Situations During the Anesthetic Process.
Log. J. IGPL, 2022

Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural Networks.
Proceedings of the Distributed Computing and Artificial Intelligence, 2022

2021
A new method for anomaly detection based on non-convex boundaries with random two-dimensional projections.
Inf. Fusion, 2021

An intelligent system for harmonic distortions detection in wind generator power electronic devices.
Neurocomputing, 2021

A hybrid intelligent classifier for anomaly detection.
Neurocomputing, 2021

Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients Under General Anesthesia.
Log. J. IGPL, 2021

Machine learning techniques for computer-based decision systems in the operating theatre: application to analgesia delivery.
Log. J. IGPL, 2021

2020
Special issue SOCO 2017: AI and ML applied to Health Sciences (MLHS).
Neural Comput. Appl., 2020

Hybrid model for the ANI index prediction using Remifentanil drug and EMG signal.
Neural Comput. Appl., 2020

An intelligent decision support system for production planning based on machine learning.
J. Intell. Manuf., 2020

Electromyogram prediction during anesthesia by using a hybrid intelligent model.
J. Ambient Intell. Humaniz. Comput., 2020

Anomaly detection based on one-class intelligent techniques over a control level plant.
Log. J. IGPL, 2020

Lithium iron phosphate power cell fault detection system based on hybrid intelligent system.
Log. J. IGPL, 2020

Machine learning based method for the evaluation of the Analgesia Nociception Index in the assessment of general anesthesia.
Comput. Biol. Medicine, 2020

Comparative Study of One-Class Based Anomaly Detection Techniques for a Bicomponent Mixing Machine Monitoring.
Cybern. Syst., 2020

Adaptive drug interaction model to predict depth of anesthesia in the operating room.
Biomed. Signal Process. Control., 2020

A Hybrid One-Class Topology for Non-convex Sets.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

A Comparative Study to Detect Flowmeter Deviations Using One-Class Classifiers.
Proceedings of the 13th International Conference on Computational Intelligence in Security for Information Systems, 2020

2019
Short-Term Energy Demand Forecast in Hotels Using Hybrid Intelligent Modeling.
Sensors, 2019

Intelligent Model for Electromyogram (EMG) Signal Prediction During Anesthesia.
J. Multiple Valued Log. Soft Comput., 2019

Virtual Sensor for Fault Detection, Isolation and Data Recovery for Bicomponent Mixing Machine Monitoring.
Informatica, 2019

Modelling the hypnotic patient response in general anaesthesia using intelligent models.
Log. J. IGPL, 2019

A fault detection system based on unsupervised techniques for industrial control loops.
Expert Syst. J. Knowl. Eng., 2019

Outlier Generation and Anomaly Detection Based on Intelligent One-Class Techniques over a Bicomponent Mixing System.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

Anomaly Detection Over an Ultrasonic Sensor in an Industrial Plant.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

Inferring Knowledge from Clinical Data for Anesthesia Automation.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

A Global Classifier Implementation for Detecting Anomalies by Using One-Class Techniques over a Laboratory Plant.
Proceedings of the Distributed Computing and Artificial Intelligence, 2019

Anomaly Detection on Patients Undergoing General Anesthesia.
Proceedings of the International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019), 2019

2018
A Novel Fuzzy Algorithm to Introduce New Variables in the Drug Supply Decision-Making Process in Medicine.
Complex., 2018

Improving the anesthetic process by a fuzzy rule based medical decision system.
Artif. Intell. Medicine, 2018

A New Approach for System Malfunctioning over an Industrial System Control Loop Based on Unsupervised Techniques.
Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

Remifentanil Dose Prediction for Patients During General Anesthesia.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Prediction of the Energy Demand of a Hotel Using an Artificial Intelligence-Based Model.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

2017
Hybrid Intelligent System to Perform Fault Detection on BIS Sensor During Surgeries.
Sensors, 2017

Power Cell SOC Modelling for Intelligent Virtual Sensor Implementation.
J. Sensors, 2017

An Intelligent Model to Predict ANI in Patients Undergoing General Anesthesia.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

A Machine Learning Based System for Analgesic Drug Delivery.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

A Fuzzy Modelling Approach to Laundry Industry.
Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT- 2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017

2016
Adaptive pharmacokinetic and pharmacodynamic modelling to predict propofol effect using BIS-guided anesthesia.
Comput. Biol. Medicine, 2016

An Intelligent Model for Bispectral Index (BIS) in Patients Undergoing General Anesthesia.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

2015
Modeling the Electromyogram (EMG) of Patients Undergoing Anesthesia During Surgery.
Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

2013
A control system proposal for engineering education.
Comput. Educ., 2013

Fuzzy logic for physiological modeling: application to the anesthetic process.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

ACLAC: An approach for adaptive closed-loop anesthesia control.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2011
Implementing Motivational Features in Reactive Blended Learning: Application to an Introductory Control Engineering Course.
IEEE Trans. Educ., 2011

2010
A reactive blended learning proposal for an introductory control engineering course.
Comput. Educ., 2010

Predictive algorithm for intravenous anesthesia control.
Proceedings of the 8th IEEE International Conference on Control and Automation, 2010

2009
Model-based controller for anesthesia automation.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2009

2008
Dead-time compensation in intravenous anesthesia control.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007
Intelligent Agents and Apache Cocoon for a CV Generation System.
Proceedings of the 2007 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2007), 2007

2006
A System Generating CV through Intelligent Agents and Apache Cocoon.
Informatica (Slovenia), 2006

Design and Implementation of a Service robot for a Restaurant.
Int. J. Robotics Autom., 2006

A web-based tool for control engineering teaching.
Comput. Appl. Eng. Educ., 2006

A new method for rejection of uncertainties in the tracking problem for robot manipulators.
Proceedings of the ICINCO 2006, 2006

Efficient Control of Robot Manipulators with Model Disturbances.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
Looking for mascontrol: a multiagent system for identification and control.
Proceedings of the ICINCO 2005, 2005

2003
Ping-pong player prototype.
IEEE Robotics Autom. Mag., 2003

2001
Obstacle avoidance for a mobile robot: A neuro-fuzzy approach.
Fuzzy Sets Syst., 2001

Identifying the modes of the scale model corresponding to the Grantecan telescope's primary mirror.
Proceedings of the American Control Conference, 2001

2000
Obstacle Avoidance Using the Human Operator Experience for a Mobile Robot.
J. Intell. Robotic Syst., 2000

Decoupling of the 10 m GranTeCan telescope's primary mirror dynamics and design of a controller for noise rejection.
Proceedings of the American Control Conference, 2000

1999
On the Design and Implementation of a Neuromorphic Self-Tuning Controller.
Neural Process. Lett., 1999

An Application of a Neural Self-Tuning Controller to an Overhead Crane.
Neural Comput. Appl., 1999

A robotic system based on neural network controllers.
Artif. Intell. Eng., 1999

1998
An Approach to the Inverse Kinematics of a Redundant Planar Arm by Dynamic Neural Networks.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998


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