Chrysostomos D. Stylios

Orcid: 0000-0002-2888-6515

According to our database1, Chrysostomos D. Stylios authored at least 128 papers between 1998 and 2024.

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Bibliography

2024
AliAmvra - Enhancing Customer Experience through the Application of Machine Learning Techniques for Survey Data Assessment and Analysis.
Inf., February, 2024

Towards a Taxonomy of Industrial Challenges and Enabling Technologies in Industry 4.0.
IEEE Access, 2024

2023
Classification of CO Environmental Parameter for Air Pollution Monitoring with Grammatical Evolution.
Algorithms, June, 2023

COVID-19 Predictive Models Based on Grammatical Evolution.
SN Comput. Sci., March, 2023

Exploiting Security Issues in Human Activity Recognition Systems (HARSs).
Inf., 2023

Assessment of SDN Controllers in Wireless Environment Using a Multi-Criteria Technique.
Inf., 2023

Distributed Denial of Service Classification for Software-Defined Networking Using Grammatical Evolution.
Future Internet, 2023

Modeling Network Traffic and Exploring Distribution Fitting: A Case Study on Spotify.
Proceedings of the 8th South-East Europe Design Automation, 2023

Reviewing Deep Learning-Based Feature Extractors in a Novel Automotive SLAM Framework.
Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

2022
Industrial Needs in the Fields of Artificial Intelligence, Internet of Things and Edge Computing.
Sensors, 2022

Role of Academics in Transferring Knowledge and Skills on Artificial Intelligence, Internet of Things and Edge Computing.
Sensors, 2022

Tourette Syndrome's Coprolalia Explanation using Bipartite Graph Matching of Thoughts and Game Theoretic Model for Symptoms Minimisation.
Proceedings of the 7th South-East Europe Design Automation, 2022

Security and Privacy Vulnerabilities in Human Activity Recognition systems.
Proceedings of the 7th South-East Europe Design Automation, 2022

Smart Tourism via Smart Phone - An Enhanced Approach.
Proceedings of the 7th South-East Europe Design Automation, 2022

Tracking individuals' health using mobile applications and Machine Learning.
Proceedings of the 7th South-East Europe Design Automation, 2022

On the Performance of SDN Controllers in Real World Topologies.
Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2022

Optimal MmWave Sensor Selection for Bearing-Only Localization in Smart Environments.
Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

Open-Source Integrated Simulation Framework for Cooperative Autonomous Vehicles.
Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022

Examining n-grams and Multinomial Naïve Bayes Classifier for Identifying the Author of the Text "Epistle to the Hebrews".
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Introducing Kiwifruit Water Footprint into a Traceability IT System.
Proceedings of the 10th International Conference on Information and Communication Technologies in Agriculture, 2022

Design and Development of an Efficient Traceability System for Greek Kiwifruit.
Proceedings of the 10th International Conference on Information and Communication Technologies in Agriculture, 2022

Eukreas: An Integrated Framework for the Effective Traceability of Greek Meat - Abstract.
Proceedings of the 10th International Conference on Information and Communication Technologies in Agriculture, 2022

A comparative study on recognizing human activities by applying diverse Machine Learning approaches.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

App for Physical Fitness Improvement based on Physical Activity Guidelines and Self-Testing Tools.
Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

2021
An exploratory approach to fetal heart rate-pH-based systems.
Signal Image Video Process., 2021

Lesson Learnt by Using DevOps and Scrum for Development a Traceability Software.
Proceedings of the Trends and Applications in Information Systems and Technologies, 2021

Slopewise Aggregate Approximation SAX: keeping the trend of a time series.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Virtual Reality Escape Rooms for STEM Education in Industry 4.0: Greek Teachers Perspectives.
Proceedings of the 6th South-East Europe Design Automation, 2021

Designing a Cultural Augmented Reality Application For Educational Purposes.
Proceedings of the 6th South-East Europe Design Automation, 2021

Risk Flood Assessment for the Arachthos River using Analytic Hierarchy Process.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

An adaptable Web GIS platform for monitoring Port air quality.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

DSRC or LTE? Selecting the Best Medium for V2I Communication Using Game Theory.
Proceedings of the Smart and Sustainable Collaborative Networks 4.0, 2021

2020
PortWeather: A Lightweight Onboard Solution for Real-Time Weather Prediction.
Sensors, 2020

Multichannel Symbolic Aggregate Approximation Intelligent Icons: Application for Activity Recognition.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

A Machine Learning Approach for Human Activity Recognition.
Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020

Track My Health: An IoT Approach for Data Acquisition and Activity Recognition.
Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020

Designing and Developing a VR Environment for Indoor Fire Simulation.
Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020

Managing Traceability in the Meat Processing Industry: Principles, Guidelines and Technologies.
Proceedings of the 9th International Conference on Information and Communication Technologies in Agriculture, 2020

Design and Develop Cloud-based System for Meat Traceability.
Proceedings of the 9th International Conference on Information and Communication Technologies in Agriculture, 2020

2019
Handling Privacy and Concurrency in an Online Educational Evaluation System.
Balt. J. Mod. Comput., 2019

Empower Fuzzy Cognitive Maps Decision Making abilities with Swarm Intelligence Algorithms.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Short Time Wind Forecasting with Uncertainty.
Proceedings of the 10th International Conference on Information, 2019

VR Training for Security Awareness in Industrial IoT.
Proceedings of the Collaborative Networks and Digital Transformation, 2019

Construction Industry Pursuit Intel Modeling Insights with FCM.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018
Adopting and Embedding Machine Learning Algorithms in Microcontroller for Weather Prediction.
Proceedings of the 9th IEEE International Conference on Intelligent Systems, 2018

Topic recommendation using Doc2Vec.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Exploring the Detectability of Short-Circuit Faults in Inverter-Fed Induction Motors.
Proceedings of the IECON 2018, 2018

Fuzzy Cognitive Maps designing through large dataset and experts' knowledge balancing.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Aggregate experts knowledge in Fuzzy Cognitive Maps.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

A Trustworthy and Privacy Preserving Model for Online Competence Evaluation System.
Proceedings of the Contemporary Complex Systems and Their Dependability, 2018

2017
The Use of a Multilabel Classification Framework for the Detection of Broken Bars and Mixed Eccentricity Faults Based on the Start-Up Transient.
IEEE Trans. Ind. Informatics, 2017

Using fuzzy cognitive maps to model university desirability and selection.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Ensemble learning for forecasting main meteorological parameters.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

An ordinal classification approach for CTG categorization.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Introducing a Fuzzy Cognitive Map for modeling power market auction behavior.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Timed-Fuzzy Cognitive Maps: An overview.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Fuzzy Cognitive Map to model project management problems.
Proceedings of the 2016 Annual Conference of the North American Fuzzy Information Processing Society, 2016

Towards a fully automated tool for annotation of phasic electromyographic activity.
Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Examining nominal and ordinal classifiers for forecasting wind speed.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

A multi-label classification approach for the detection of broken bars and mixed eccentricity faults using the start-up transient.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

A WebGIS Application for Cloud Storm Monitoring.
Proceedings of the Databases and Information Systems, 2016

2015
A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors.
IEEE Trans. Ind. Informatics, 2015

A simulation based Decision Support System for logistics management.
J. Comput. Sci., 2015

Why Fuzzy Cognitive Maps Are Efficient.
Int. J. Comput. Commun. Control, 2015

Sometimes, it is beneficial to process different types of uncertainty separately.
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

Symbolic Aggregate approXimation (SAX) under interval uncertainty.
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

Fuzzy Cognitive Maps as a tool for modeling construction labor productivity.
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

Automatizing the detection of rotor failures in induction motors operated via soft-starters.
Proceedings of the IECON 2015, 2015

Symbolic time series analysis of the soft starting transient in induction machines.
Proceedings of the IEEE International Conference on Industrial Technology, 2015

Develop Fuzzy Cognitive Maps based on recorded data and information.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Timed Fuzzy Cognitive Maps.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
Automatic Pattern Identification Based on the Complex Empirical Mode Decomposition of the Startup Current for the Diagnosis of Rotor Asymmetries in Asynchronous Machines.
IEEE Trans. Ind. Electron., 2014

Wavelet analysis for detection of phasic electromyographic activity in sleep: Influence of mother wavelet and dimensionality reduction.
Comput. Biol. Medicine, 2014

Discriminating Normal from "Abnormal" Pregnancy Cases Using an Automated FHR Evaluation Method.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Semi-Automated Annotation of Phasic Electromyographic Activity.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Time Dependent Fuzzy Cognitive Maps for Medical Diagnosis.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Integrated Approach for Developing Timed Fuzzy Cognitive Maps.
Proceedings of the Intelligent Systems'2014, 2014

A Collaborative IT Network for Three Adriatic Maritime Ports.
Proceedings of the Collaborative Systems for Smart Networked Environments, 2014

An automated thermographic image segmentation method for induction motor fault diagnosis.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

A three class treatment of the FHR classification problem using latent class analysis labeling.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Fuzzy Cognitive Map scenario-based medical decision support systems for education.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Principal Component Analysis of the start-up transient and Hidden Markov Modeling for broken rotor bar fault diagnosis in asynchronous machines.
Expert Syst. Appl., 2013

"Seismic-mass" density-based algorithm for spatio-temporal clustering.
Expert Syst. Appl., 2013

Supervisory Fuzzy Cognitive Map Structure for Triage Assessment and Decision Support in the Emergency Department.
Proceedings of the Simulation and Modeling Methodologies, Technologies and Applications, 2013

Fuzzy Cognitive Map Hierarchical Triage Decision Support for the Elderly.
Proceedings of the SIMULTECH 2013, 2013

Automatic Evaluation of FHR Recordings from CTU-UHB CTG Database.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2013

Integrated Large-Scale Environmental Information Systems: A Short Survey.
Proceedings of the Collaborative Systems for Reindustrialization, 2013

An intelligent icons approach for rotor bar fault detection.
Proceedings of the IECON 2013, 2013

A study on Fuzzy Cognitive Map structures for Medical Decision Support Systems.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

An adaptive method for the recovery of missing samples from FHR time series.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

Ambient Systems for the Environmental Monitoring: Characteristic Examples at Different Spatial Scales.
Proceedings of the Ambient Media and Systems - Third International ICST Conference, 2013

2012
Using nonlinear features for fetal heart rate classification.
Biomed. Signal Process. Control., 2012

Decision Support Systems based on a UML description approach.
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012

Integrating particle swarm optimization with reinforcement learning in noisy problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
Modeling complex logistics systems using soft computing methodology of Fuzzy Cognitive Maps.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

2010
Automatic Classification of Intrapartal Fetal Heart-Rate Recordings - Can It Compete with Experts?
Proceedings of the Information Technology in Bio- and Medical Informatics, 2010

A Hybrid Approach for Artifact Detection in EEG Data.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009
Evolutionary dimensionality reduction for crack localization in ship structures using a hybrid computational intelligent approach.
Proceedings of the International Joint Conference on Neural Networks, 2009

Detection of articulation disorders using Empirical Mode Decomposition and neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2009

Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network Classifier.
Proceedings of the Artificial Neural Networks, 2009

2008
Complementary case-based reasoning and competitive fuzzy cognitive maps for advanced medical decisions.
Soft Comput., 2008

Fuzzy cognitive map architectures for medical decision support systems.
Appl. Soft Comput., 2008

Brain tumor characterization using the soft computing technique of fuzzy cognitive maps.
Appl. Soft Comput., 2008

Genetic algorithm enhanced Fuzzy Cognitive Maps for medical diagnosis.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Novel approach for fetal heart rate classification introducing grammatical evolution.
Biomed. Signal Process. Control., 2007

2006
Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines.
IEEE Trans. Biomed. Eng., 2006

Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links.
Int. J. Hum. Comput. Stud., 2006

Feature Extraction and Classification of Fetal Heart Rate Using Wavelet Analysis and Support Vector Machines.
Int. J. Artif. Intell. Tools, 2006

Advanced soft computing diagnosis method for tumour grading.
Artif. Intell. Medicine, 2006

Introducing Interval Analysis in Fuzzy Cognitive Map Framework.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Speech Sound Classification and Detection of Articulation Disorders with Support Vector Machines and Wavelets.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization.
J. Intell. Inf. Syst., 2005

2004
Modeling complex systems using fuzzy cognitive maps.
IEEE Trans. Syst. Man Cybern. Part A, 2004

Active Hebbian learning algorithm to train fuzzy cognitive maps.
Int. J. Approx. Reason., 2004

The Challenge of Soft Computing Techniques for Tumor Characterization.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003
An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps.
IEEE Trans. Biomed. Eng., 2003

A fuzzy cognitive map approach to differential diagnosis of specific language impairment.
Artif. Intell. Medicine, 2003

An integrated approach to intelligent modeling of industrial plants.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003

Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule.
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

2001
Decision support system for radio therapy based on fuzzy cognitive maps.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

Learning algorithms for fuzzy cognitive maps.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

2000
Fuzzy Cognitive Maps in modeling supervisory control systems.
J. Intell. Fuzzy Syst., 2000

1999
A Soft Computing Approach for Modelling the Supervisor of Manufacturing Systems.
J. Intell. Robotic Syst., 1999

Fuzzy Cognitive Map Approach to Process Control Systems Chrysostomos.
J. Adv. Comput. Intell. Intell. Informatics, 1999

1998
The challenge of modelling supervisory systems using fuzzy cognitive maps.
J. Intell. Manuf., 1998

Fuzzy cognitive map model for supervisory manufacture systems.
Proceedings of the Intelligent Systems for Manufacturing: Multi-Agent Systems and Virtual Organizations, Proceedings of the BASYS, 1998


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