Peter P. Groumpos

Ioannis D. Apostolopoulos

Proceedings of the 14th International Conference on Information, 2023

2022

An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM++ and LIME.

[BibT_eX]

[DOI]

Ifigeneia Athanasoula

Mpesi Tzani

Mach. Learn. Knowl. Extr., December, 2022

Design of digital Arduino based sensor for safety belt tensioning in automotive transferring using LabVIEW.

[BibT_eX]

[DOI]

Anastasiou Konstantinos

Dimitris Tsipianitis

Proceedings of the 13th International Conference on Information, 2022

2021

Expert Intelligence Tools for Proactive Energy Management in Buildings.

[BibT_eX]

[DOI]

Stefanos Michos

Dimitris Tsipianitis

Proceedings of the 12th International Conference on Information, 2021

Smart Cities and Intelligent Transportation in Traditional Cities. Ten Design Principles and One Case Study.

[BibT_eX]

[DOI]

Sotiris Lycourghiotis

Ioannis D. Apostolopoulos

Proceedings of the 12th International Conference on Information, 2021

2020

State Space Advanced Fuzzy Cognitive Map approach for automatic and non Invasive diagnosis of Coronary Artery Disease.

[BibT_eX]

[DOI]

Dimitris J. Apostolopoulos

CoRR, 2020

Non-invasive modelling methodology for the diagnosis of Coronary Artery Disease using Fuzzy Cognitive Maps.

[BibT_eX]

[DOI]

Ioannis D. Apostolopoulos

CoRR, 2020

Advanced Fuzzy Cognitive Maps Modelling a Nearly Zero Energy Building.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information, 2020

Building Energy Management Methods based on Fuzzy Logic and Expert Intelligence.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information, 2020

New Advanced Technology Methods for Energy Efficiency of Buildings.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information, 2020

A new Mathematical Modell for COVID-19: A Fuzzy Cognitive Map Approach for Coronavirus Diseases.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information, 2020

2018

Re-approaching fuzzy cognitive maps to increase the knowledge of a system.

[BibT_eX]

[DOI]

AI Soc., 2018

Overcoming Intelligently Some of the Drawbacks of Fuzzy Cognitive Maps.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information, 2018

2017

A Critical Overview of Modelling and Simulating Methods for Complex Dynamic Systems.

[BibT_eX]

[DOI]

Simul. Notes Eur., 2017

Modeling and control of operator functional state in a unified framework of fuzzy inference petri nets.

[BibT_eX]

[DOI]

Jianhua Zhang

Jia-Jun Xia

Jonathan M. Garibaldi

Ru-Bin Wang

Comput. Methods Programs Biomed., 2017

2016

Overview of the triangle of knowledge: a driving force for sustainable growth in less developed nations.

[BibT_eX]

[DOI]

AI Soc., 2016

A revised approach in modeling fuzzy cognitive maps.

[BibT_eX]

[DOI]

Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Modeling vineyards using fuzzy cognitive maps.

[BibT_eX]

[DOI]

Vasilios P. Groumpos

Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

A new meniscus injury diagnostic model using fuzzy cognitive maps.

[BibT_eX]

[DOI]

Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

A comperative study using the methods of simulated annealing and Non-linear Hebbian Learning for Fuzzy Cognitive Maps performances.

[BibT_eX]

[DOI]

Theodora-Eleni Ch. Kostoula

Proceedings of the 7th International Conference on Information, 2016

Towards a new approach of fuzzy cognitive maps.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Information, 2016

An overview of fuzzy cognitive maps for energy efficiency in intelligent buildings.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Information, 2016

Deep learning vs. wise learning: A critical and challenging overview (Plenary paper).

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Information, 2016

2015

A Critical Overview of Net Zero Energy Buildings and Fuzzy Cognitive Maps.

[BibT_eX]

[DOI]

Int. J. Monit. Surveillance Technol. Res., 2015

Using Fuzzy Control Methods for Increasing the Energy Efficiency of Buildings.

[BibT_eX]

[DOI]

Int. J. Monit. Surveillance Technol. Res., 2015

A review on Zero Energy Buildings and intelligent systems.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Information, 2015

Unsupervised learning methods for foreign investment using fuzzy cognitive maps.

[BibT_eX]

[DOI]

O. D. Ntarlas

Proceedings of the 6th International Conference on Information, 2015

A fuzzy inference tool for the achievement of sustainable energy solutions.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Information, 2015

2014

Modeling of Parkinson's Disease Using Fuzzy Cognitive Maps and Non-Linear Hebbian Learning.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2014

Large Scale Systems and Fuzzy Cognitive Maps: A critical overview of challenges and research opportunities.

[BibT_eX]

[DOI]

Annu. Rev. Control., 2014

2013

Modeling and analysis of a hybrid-energy system using fuzzy cognitive maps.

[BibT_eX]

[DOI]

Ioannis E. Karagiannis

Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013

Non Linear Hebbian Learning techniques and Fuzzy Cognitive Maps in modeling the Parkinson's disease.

[BibT_eX]

[DOI]

Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013

Training Fuzzy Cognitive Maps Using Gradient-Based Supervised Learning.

[BibT_eX]

[DOI]

Michal Gregor

Proceedings of the Artificial Intelligence Applications and Innovations, 2013

Modeling Health Diseases Using Competitive Fuzzy Cognitive Maps.

[BibT_eX]

[DOI]

Polychronopoulos Panagiotis

Proceedings of the Artificial Intelligence Applications and Innovations, 2013

Mathematical Modelling of Decision Making Support Systems Using Fuzzy Cognitive Maps.

[BibT_eX]

[DOI]

Ioannis E. Karagiannis

Proceedings of the Business Process Management - Theory and Applications, 2013

2012

A theoretical mathematical modeling of Parkinson's disease using Fuzzy Cognitive Maps.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

The challenge of modeling Decision support systems for medical problems using Fuzzy Cognitive Maps: An overview.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2008

Brain tumor characterization using the soft computing technique of fuzzy cognitive maps.

[BibT_eX]

Dimitris Glotsos

Panagiota Ravazoula

Appl. Soft Comput., 2008

2007

Novel approach for fetal heart rate classification introducing grammatical evolution.

[BibT_eX]

[DOI]

Dimitris Gavrilis

Ioannis G. Tsoulos

João Bernardes

Biomed. Signal Process. Control., 2007

Enhanced Learning in Fuzzy Simulation Models Using Memetic Particle Swarm Optimization.

[BibT_eX]

[DOI]

Yiannis G. Petalas

Elpiniki I. Papageorgiou

Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007

2006

Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2006

Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links.

[BibT_eX]

[DOI]

Int. J. Hum. Comput. Stud., 2006

Feature Extraction and Classification of Fetal Heart Rate Using Wavelet Analysis and Support Vector Machines.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2006

Advanced soft computing diagnosis method for tumour grading.

[BibT_eX]

[DOI]

Panagiota Ravazoula

Artif. Intell. Medicine, 2006

Introducing Interval Analysis in Fuzzy Cognitive Map Framework.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Integration of Expert Knowledge and Image Analysis Techniques for Medical Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

A weight adaptation method for fuzzy cognitive map learning.

[BibT_eX]

[DOI]

Soft Comput., 2005

Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2005

A new hybrid method using evolutionary algorithms to train Fuzzy Cognitive Maps.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2005

2004

Modeling complex systems using fuzzy cognitive maps.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2004

Active Hebbian learning algorithm to train fuzzy cognitive maps.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2004

A Weight Adaptation Method for Fuzzy Cognitive Maps to a Process Control Problem.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2004

The Challenge of Soft Computing Techniques for Tumor Characterization.

[BibT_eX]

[DOI]

Panagiota Ravazoula

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Fuzzy Cognitive Maps Learning through Swarm Intelligence.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

2003

An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2003

A first study of fuzzy cognitive maps learning using particle swarm optimization.

[BibT_eX]

[DOI]

Elpiniki I. Papageorgiou

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule.

[BibT_eX]

[DOI]

Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

2001

Decision support system for radio therapy based on fuzzy cognitive maps.

[BibT_eX]

[DOI]

Pamela C. Georgopoulos

Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

Learning algorithms for fuzzy cognitive maps.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

2000

Fuzzy Cognitive Maps in modeling supervisory control systems.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2000

1999

A Soft Computing Approach for Modelling the Supervisor of Manufacturing Systems.

[BibT_eX]

[DOI]

J. Intell. Robotic Syst., 1999

Fuzzy Cognitive Map Approach to Process Control Systems Chrysostomos.

[BibT_eX]

[DOI]

Voula C. Georgopoulos

J. Adv. Comput. Intell. Intell. Informatics, 1999

1998

The challenge of modelling supervisory systems using fuzzy cognitive maps.

[BibT_eX]

[DOI]

J. Intell. Manuf., 1998

Fuzzy cognitive map model for supervisory manufacture systems.

[BibT_eX]

Proceedings of the Intelligent Systems for Manufacturing: Multi-Agent Systems and Virtual Organizations, Proceedings of the BASYS, 1998

1995

The challenge of Intelligent Manufacturing Systems (IMS): the European IMS information event.

[BibT_eX]

[DOI]