The challenge of Intelligent Manufacturing Systems (IMS): the European IMS information event. - Peter P. Groumpos (J. Intell. Manuf., 1995)

Fuzzy cognitive map model for supervisory manufacture systems. - Chrysostomos D. Stylios; Peter P. Groumpos (BASYS, 1998)

The challenge of modelling supervisory systems using fuzzy cognitive maps. - Chrysostomos D. Stylios; Peter P. Groumpos (J. Intell. Manuf., 1998)

Fuzzy Cognitive Map Approach to Process Control Systems Chrysostomos. - Chrysostomos D. Stylios; Peter P. Groumpos; Voula C. Georgopoulos (J. Adv. Comput. Intell. Intell. Informatics, 1999)

A Soft Computing Approach for Modelling the Supervisor of Manufacturing Systems. - Chrysostomos D. Stylios; Peter P. Groumpos (J. Intell. Robotic Syst., 1999)

Fuzzy Cognitive Maps in modeling supervisory control systems. - Chrysostomos D. Stylios; Peter P. Groumpos (J. Intell. Fuzzy Syst., 2000)

Learning algorithms for fuzzy cognitive maps. - Elpiniki Papageorgiou; Chrysostomos D. Stylios; Peter P. Groumpos (EUSFLAT Conf., 2001)

Decision support system for radio therapy based on fuzzy cognitive maps. - Chrysostomos D. Stylios; Pamela C. Georgopoulos; Petros P. Groumpos (EUSFLAT Conf., 2001)

Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule. - Elpiniki Papageorgiou; Chrysostomos D. Stylios; Peter P. Groumpos (Australian Conference on Artificial Intelligence, 2003)

A first study of fuzzy cognitive maps learning using particle swarm optimization. - Konstantinos E. Parsopoulos; Elpiniki I. Papageorgiou; Peter P. Groumpos; Michael N. Vrahatis (IEEE Congress on Evolutionary Computation, 2003)

An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps. - Elpiniki Papageorgiou; Chrysostomos D. Stylios; Peter P. Groumpos (IEEE Trans. Biomed. Eng., 2003)

Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems. - Konstantinos E. Parsopoulos; Elpiniki Papageorgiou; Peter P. Groumpos; Michael N. Vrahatis (GECCO (1), 2004)

Fuzzy Cognitive Maps Learning through Swarm Intelligence. - Elpiniki Papageorgiou; Konstantinos E. Parsopoulos; Peter P. Groumpos; Michael N. Vrahatis (ICAISC, 2004)

The Challenge of Soft Computing Techniques for Tumor Characterization. - Elpiniki Papageorgiou; Panagiota Spyridonos; Chrysostomos D. Stylios; Panagiota Ravazoula; George Nikiforidis; Peter P. Groumpos (ICAISC, 2004)

A Weight Adaptation Method for Fuzzy Cognitive Maps to a Process Control Problem. - Elpiniki Papageorgiou; Peter P. Groumpos (International Conference on Computational Science, 2004)

Classification of fetal heart rate during labour using hidden Markov models. - George G. Georgoulas; Chrysostomos D. Stylios; George Nokas; Peter P. Groumpos (IJCNN, 2004)

The challenge of using unsupervised learning algorithms for fuzzy cognitive maps. - Elpiniki I. Papageorgiou; Chrysostomos D. Stylios; Peter P. Groumpos (IJCNN, 2004)

Active Hebbian learning algorithm to train fuzzy cognitive maps. - Elpiniki Papageorgiou; Chrysostomos D. Stylios; Peter P. Groumpos (Int. J. Approx. Reason., 2004)

Modeling complex systems using fuzzy cognitive maps. - Chrysostomos D. Stylios; Petros P. Groumpos (IEEE Trans. Syst. Man Cybern. Part A, 2004)

A new hybrid method using evolutionary algorithms to train Fuzzy Cognitive Maps. - Elpiniki Papageorgiou; Peter P. Groumpos (Appl. Soft Comput., 2005)

Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization. - Elpiniki Papageorgiou; Konstantinos E. Parsopoulos; Chrysostomos D. Stylios; Petros P. Groumpos; Michael N. Vrahatis (J. Intell. Inf. Syst., 2005)

A weight adaptation method for fuzzy cognitive map learning. - Elpiniki Papageorgiou; Peter P. Groumpos (Soft Comput., 2005)

A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making. - Elpiniki Papageorgiou; Chrysostomos D. Stylios; Peter P. Groumpos (EMBC, 2006)

Integration of Expert Knowledge and Image Analysis Techniques for Medical Diagnosis. - Panagiota Spyridonos; Elpiniki Papageorgiou; Peter P. Groumpos; George Nikiforidis (ICIAR (2), 2006)

Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. - Elpiniki Papageorgiou; George K. Georgoulas; Chrysostomos D. Stylios; George Nikiforidis; Peter P. Groumpos (KES (1), 2006)

Introducing Interval Analysis in Fuzzy Cognitive Map Framework. - Elpiniki Papageorgiou; Chrysostomos D. Stylios; Peter P. Groumpos (SETN, 2006)

Advanced soft computing diagnosis method for tumour grading. - Elpiniki Papageorgiou; Panagiota Spyridonos; Chrysostomos D. Stylios; Panagiota Ravazoula; Peter P. Groumpos; George Nikiforidis (Artif. Intell. Medicine, 2006)

Feature Extraction and Classification of Fetal Heart Rate Using Wavelet Analysis and Support Vector Machines. - George K. Georgoulas; Chrysostomos D. Stylios; Peter P. Groumpos (Int. J. Artif. Intell. Tools, 2006)

Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links. - Elpiniki Papageorgiou; Chrysostomos D. Stylios; Peter P. Groumpos (Int. J. Hum. Comput. Stud., 2006)

Predicting the risk of metabolic acidosis for newborns based on fetal heart rate signal classification using support vector machines. - George K. Georgoulas; Chrysostomos D. Stylios; Petros P. Groumpos (IEEE Trans. Biomed. Eng., 2006)

Enhanced Learning in Fuzzy Simulation Models Using Memetic Particle Swarm Optimization. - Yiannis G. Petalas; Konstantinos E. Parsopoulos; Elpiniki I. Papageorgiou; Petros P. Groumpos; Michael N. Vrahatis (SIS, 2007)

Novel approach for fetal heart rate classification introducing grammatical evolution. - George K. Georgoulas; Dimitris Gavrilis; Ioannis G. Tsoulos; Chrysostomos D. Stylios; João Bernardes; Peter P. Groumpos (Biomed. Signal Process. Control., 2007)

Brain tumor characterization using the soft computing technique of fuzzy cognitive maps. - Elpiniki Papageorgiou; Panagiota Spyridonos; Dimitris Glotsos; Chrysostomos D. Stylios; Panagiota Ravazoula; George Nikiforidis; Peter P. Groumpos (Appl. Soft Comput., 2008)

The challenge of modeling Decision support systems for medical problems using Fuzzy Cognitive Maps: An overview. - Peter P. Groumpos (BIBE, 2012)

A theoretical mathematical modeling of Parkinson's disease using Fuzzy Cognitive Maps. - Peter P. Groumpos; Antigoni P. Anninou (BIBE, 2012)

Mathematical Modelling of Decision Making Support Systems Using Fuzzy Cognitive Maps. - Peter P. Groumpos; Ioannis E. Karagiannis (Business Process Management, 2013)

Modeling Health Diseases Using Competitive Fuzzy Cognitive Maps. - Antigoni P. Anninou; Peter P. Groumpos; Polychronopoulos Panagiotis (AIAI, 2013)

Training Fuzzy Cognitive Maps Using Gradient-Based Supervised Learning. - Michal Gregor; Peter P. Groumpos (AIAI, 2013)

Non Linear Hebbian Learning techniques and Fuzzy Cognitive Maps in modeling the Parkinson's disease. - Antigoni P. Anninou; Peter P. Groumpos (MED, 2013)

Modeling and analysis of a hybrid-energy system using fuzzy cognitive maps. - Ioannis E. Karagiannis; Peter P. Groumpos (MED, 2013)

Large Scale Systems and Fuzzy Cognitive Maps: A critical overview of challenges and research opportunities. - Peter P. Groumpos (Annu. Rev. Control., 2014)

Modeling of Parkinson's Disease Using Fuzzy Cognitive Maps and Non-Linear Hebbian Learning. - Antigoni P. Anninou; Peter P. Groumpos (Int. J. Artif. Intell. Tools, 2014)

A fuzzy inference tool for the achievement of sustainable energy solutions. - Vassiliki Mpelogianni; Peter P. Groumpos; Dimitris Tsipianitis; Peter Mantas; Stefanos Michos; Sinan Pravadalioglu (IISA, 2015)

Unsupervised learning methods for foreign investment using fuzzy cognitive maps. - O. D. Ntarlas; Peter P. Groumpos (IISA, 2015)

A review on Zero Energy Buildings and intelligent systems. - Eleni S. Vergini; Peter P. Groumpos (IISA, 2015)

Using Fuzzy Control Methods for Increasing the Energy Efficiency of Buildings. - Vassiliki Mpelogianni; Peter P. Groumpos (Int. J. Monit. Surveillance Technol. Res., 2015)

A Critical Overview of Net Zero Energy Buildings and Fuzzy Cognitive Maps. - Eleni S. Vergini; Peter P. Groumpos (Int. J. Monit. Surveillance Technol. Res., 2015)

Deep learning vs. wise learning: A critical and challenging overview (Plenary paper). - Peter P. Groumpos (IISA, 2016)

An overview of fuzzy cognitive maps for energy efficiency in intelligent buildings. - Peter P. Groumpos; Vassiliki Mpelogianni (IISA, 2016)

Towards a new approach of fuzzy cognitive maps. - Vassiliki Mpelogianni; Peter P. Groumpos (IISA, 2016)

A comperative study using the methods of simulated annealing and Non-linear Hebbian Learning for Fuzzy Cognitive Maps performances. - Eleni S. Vergini; Theodora-Eleni Ch. Kostoula; Petros P. Groumpos (IISA, 2016)

A new meniscus injury diagnostic model using fuzzy cognitive maps. - Antigoni P. Anninou; Poulios Panagiotis; Peter P. Groumpos; Gliatis Ioannis (MED, 2016)

Modeling vineyards using fuzzy cognitive maps. - Peter P. Groumpos; Vasilios P. Groumpos (MED, 2016)

A revised approach in modeling fuzzy cognitive maps. - Vassiliki Mpelogianni; Peter P. Groumpos (MED, 2016)

Overview of the triangle of knowledge: a driving force for sustainable growth in less developed nations. - Peter P. Groumpos (AI Soc., 2016)

Modeling and control of operator functional state in a unified framework of fuzzy inference petri nets. - Jianhua Zhang 004; Jia-Jun Xia; Jonathan M. Garibaldi; Petros P. Groumpos; Ru-Bin Wang (Comput. Methods Programs Biomed., 2017)

A Critical Overview of Modelling and Simulating Methods for Complex Dynamic Systems. - Peter P. Groumpos (Simul. Notes Eur., 2017)

Overcoming Intelligently Some of the Drawbacks of Fuzzy Cognitive Maps. - Peter P. Groumpos (IISA, 2018)

Re-approaching fuzzy cognitive maps to increase the knowledge of a system. - Vassiliki Mpelogianni; Peter P. Groumpos (AI Soc., 2018)

A new Mathematical Modell for COVID-19: A Fuzzy Cognitive Map Approach for Coronavirus Diseases. - Peter P. Groumpos (IISA, 2020)

New Advanced Technology Methods for Energy Efficiency of Buildings. - Peter P. Groumpos; Vassiliki Mpelogianni (IISA, 2020)

Building Energy Management Methods based on Fuzzy Logic and Expert Intelligence. - Peter P. Groumpos; Vassiliki Mpelogianni; Dimitris Tsipianitis; Aimilia Papagiannaki; John Gionas; Elan Roy; Amit Aflalo (IISA, 2020)

Advanced Fuzzy Cognitive Maps Modelling a Nearly Zero Energy Building. - Eleni S. Vergini; Peter P. Groumpos (IISA, 2020)

Non-invasive modelling methodology for the diagnosis of Coronary Artery Disease using Fuzzy Cognitive Maps. - Ioannis D. Apostolopoulos; Peter P. Groumpos (CoRR, 2020)

State Space Advanced Fuzzy Cognitive Map approach for automatic and non Invasive diagnosis of Coronary Artery Disease. - Ioannis D. Apostolopoulos; Peter P. Groumpos; Dimitris J. Apostolopoulos (CoRR, 2020)

Smart Cities and Intelligent Transportation in Traditional Cities. Ten Design Principles and One Case Study. - Sotiris Lycourghiotis; Vassiliki Mpelogianni; Peter P. Groumpos (IISA, 2021)

Expert Intelligence Tools for Proactive Energy Management in Buildings. - Stefanos Michos; Dimitris Tsipianitis; Peter P. Groumpos (IISA, 2021)

Design of digital Arduino based sensor for safety belt tensioning in automotive transferring using LabVIEW. - Anastasiou Konstantinos; Dimitris Tsipianitis; Peter P. Groumpos (IISA, 2022)

An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM++ and LIME. - Ioannis D. Apostolopoulos; Ifigeneia Athanasoula; Mpesi Tzani; Peter P. Groumpos (Mach. Learn. Knowl. Extr., 2022)

An Overview of Making Decisions on Medical Problems Using Fuzzy Cognitive Maps. - George A. Krimpas; Nikolaos A Krimpas; Peter P. Groumpos (IISA, 2023)

Enhancing Efficiency and Quality of Services in the Public Service Sector of a Smart City, Through State Fuzzy Cognitive Maps. - Andreas Polydoropoulos; Fotios Nestoras; Peter P. Groumpos (IISA, 2024)