Peter P. Groumpos

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 21

Top Topics

Energy Efficiency

Coronary Artery Disease

Decision Processes

Top Venues

Int. J. Monit. Surveillance Technol. Res.

Publications

George A. Krimpas, Nikolaos A Krimpas, Peter P. Groumpos
An Overview of Making Decisions on Medical Problems Using Fuzzy Cognitive Maps. IISA (2023)
Ioannis D. Apostolopoulos, Ifigeneia Athanasoula, Mpesi Tzani, Peter P. Groumpos
An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM++ and LIME. Mach. Learn. Knowl. Extr. 4 (4) (2022)
Anastasiou Konstantinos, Dimitris Tsipianitis, Peter P. Groumpos
Design of digital Arduino based sensor for safety belt tensioning in automotive transferring using LabVIEW. IISA (2022)
Stefanos Michos, Dimitris Tsipianitis, Peter P. Groumpos
Expert Intelligence Tools for Proactive Energy Management in Buildings. IISA (2021)
Sotiris Lycourghiotis, Vassiliki Mpelogianni, Peter P. Groumpos
Smart Cities and Intelligent Transportation in Traditional Cities. Ten Design Principles and One Case Study. IISA (2021)
Peter P. Groumpos, Vassiliki Mpelogianni
New Advanced Technology Methods for Energy Efficiency of Buildings. IISA (2020)
Eleni S. Vergini, Peter P. Groumpos
Advanced Fuzzy Cognitive Maps Modelling a Nearly Zero Energy Building. IISA (2020)
Peter P. Groumpos
A new Mathematical Modell for COVID-19: A Fuzzy Cognitive Map Approach for Coronavirus Diseases. IISA (2020)
Ioannis D. Apostolopoulos, Peter P. Groumpos
Non-invasive modelling methodology for the diagnosis of Coronary Artery Disease using Fuzzy Cognitive Maps. CoRR (2020)
Peter P. Groumpos, Vassiliki Mpelogianni, Dimitris Tsipianitis, Aimilia Papagiannaki, John Gionas, Elan Roy, Amit Aflalo
Building Energy Management Methods based on Fuzzy Logic and Expert Intelligence. IISA (2020)
Ioannis D. Apostolopoulos, Peter P. Groumpos, Dimitris I. Apostolopoulos
State Space Advanced Fuzzy Cognitive Map approach for automatic and non Invasive diagnosis of Coronary Artery Disease. CoRR (2020)
Vassiliki Mpelogianni, Peter P. Groumpos
Re-approaching fuzzy cognitive maps to increase the knowledge of a system. AI Soc. 33 (2) (2018)
Peter P. Groumpos
Overcoming Intelligently Some of the Drawbacks of Fuzzy Cognitive Maps. IISA (2018)
Peter P. Groumpos
A Critical Overview of Modelling and Simulating Methods for Complex Dynamic Systems. Simul. Notes Eur. 27 (4) (2017)
Peter P. Groumpos
Deep learning vs. wise learning: A critical and challenging overview (Plenary paper). IISA (2016)
Peter P. Groumpos, Vassiliki Mpelogianni
An overview of fuzzy cognitive maps for energy efficiency in intelligent buildings. IISA (2016)
Antigoni P. Anninou, Poulios Panagiotis, Peter P. Groumpos, Gliatis Ioannis
A new meniscus injury diagnostic model using fuzzy cognitive maps. MED (2016)
Peter P. Groumpos, Vasilios P. Groumpos
Modeling vineyards using fuzzy cognitive maps. MED (2016)
Peter P. Groumpos
Overview of the triangle of knowledge: a driving force for sustainable growth in less developed nations. AI Soc. 31 (3) (2016)
Vassiliki Mpelogianni, Peter P. Groumpos
Towards a new approach of fuzzy cognitive maps. IISA (2016)
Vassiliki Mpelogianni, Peter P. Groumpos
A revised approach in modeling fuzzy cognitive maps. MED (2016)
O. D. Ntarlas, Peter P. Groumpos
Unsupervised learning methods for foreign investment using fuzzy cognitive maps. IISA (2015)
Vassiliki Mpelogianni, Peter P. Groumpos, Dimitris Tsipianitis, Peter Mantas, Stefanos Michos, Sinan Pravadalioglu
A fuzzy inference tool for the achievement of sustainable energy solutions. IISA (2015)
Eleni S. Vergini, Peter P. Groumpos
A review on Zero Energy Buildings and intelligent systems. IISA (2015)
Vassiliki Mpelogianni, Peter P. Groumpos
Using Fuzzy Control Methods for Increasing the Energy Efficiency of Buildings. Int. J. Monit. Surveillance Technol. Res. 3 (4) (2015)
Eleni S. Vergini, Peter P. Groumpos
A Critical Overview of Net Zero Energy Buildings and Fuzzy Cognitive Maps. Int. J. Monit. Surveillance Technol. Res. 3 (3) (2015)
Peter P. Groumpos
Large Scale Systems and Fuzzy Cognitive Maps: A critical overview of challenges and research opportunities. Annu. Rev. Control. 38 (1) (2014)
Antigoni P. Anninou, Peter P. Groumpos
Modeling of Parkinson's Disease Using Fuzzy Cognitive Maps and Non-Linear Hebbian Learning. Int. J. Artif. Intell. Tools 23 (5) (2014)
Antigoni P. Anninou, Peter P. Groumpos
Non Linear Hebbian Learning techniques and Fuzzy Cognitive Maps in modeling the Parkinson's disease. MED (2013)
Michal Gregor, Peter P. Groumpos
Training Fuzzy Cognitive Maps Using Gradient-Based Supervised Learning. AIAI (2013)
Ioannis E. Karagiannis, Peter P. Groumpos
Modeling and analysis of a hybrid-energy system using fuzzy cognitive maps. MED (2013)
Antigoni P. Anninou, Peter P. Groumpos, Polychronopoulos Panagiotis
Modeling Health Diseases Using Competitive Fuzzy Cognitive Maps. AIAI (2013)
Peter P. Groumpos, Antigoni P. Anninou
A theoretical mathematical modeling of Parkinson's disease using Fuzzy Cognitive Maps. BIBE (2012)
Peter P. Groumpos
The challenge of modeling Decision support systems for medical problems using Fuzzy Cognitive Maps: An overview. BIBE (2012)
Elpiniki Papageorgiou, Panagiota Spyridonos, Dimitris Glotsos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos
Brain tumor characterization using the soft computing technique of fuzzy cognitive maps. Appl. Soft Comput. 8 (1) (2008)
George K. Georgoulas, Dimitris Gavrilis, Ioannis G. Tsoulos, Chrysostomos D. Stylios, João Bernardes, Peter P. Groumpos
Novel approach for fetal heart rate classification introducing grammatical evolution. Biomed. Signal Process. Control. 2 (2) (2007)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
Introducing Interval Analysis in Fuzzy Cognitive Map Framework. SETN (2006)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links. Int. J. Hum. Comput. Stud. 64 (8) (2006)
George K. Georgoulas, Chrysostomos D. Stylios, Peter P. Groumpos
Feature Extraction and Classification of Fetal Heart Rate Using Wavelet Analysis and Support Vector Machines. Int. J. Artif. Intell. Tools 15 (3) (2006)
Elpiniki Papageorgiou, George K. Georgoulas, Chrysostomos D. Stylios, George Nikiforidis, Peter P. Groumpos
Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. KES (1) (2006)
Panagiota Spyridonos, Elpiniki Papageorgiou, Peter P. Groumpos, George Nikiforidis
Integration of Expert Knowledge and Image Analysis Techniques for Medical Diagnosis. ICIAR (2) (2006)
Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, Peter P. Groumpos, George Nikiforidis
Advanced soft computing diagnosis method for tumour grading. Artif. Intell. Medicine 36 (1) (2006)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making. EMBC (2006)
Elpiniki Papageorgiou, Peter P. Groumpos
A weight adaptation method for fuzzy cognitive map learning. Soft Comput. 9 (11) (2005)
Elpiniki Papageorgiou, Peter P. Groumpos
A new hybrid method using evolutionary algorithms to train Fuzzy Cognitive Maps. Appl. Soft Comput. 5 (4) (2005)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
Active Hebbian learning algorithm to train fuzzy cognitive maps. Int. J. Approx. Reason. 37 (3) (2004)
Elpiniki Papageorgiou, Peter P. Groumpos
A Weight Adaptation Method for Fuzzy Cognitive Maps to a Process Control Problem. International Conference on Computational Science (2004)
Elpiniki Papageorgiou, Konstantinos E. Parsopoulos, Peter P. Groumpos, Michael N. Vrahatis
Fuzzy Cognitive Maps Learning through Swarm Intelligence. ICAISC (2004)
Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos
The Challenge of Soft Computing Techniques for Tumor Characterization. ICAISC (2004)
Konstantinos E. Parsopoulos, Elpiniki Papageorgiou, Peter P. Groumpos, Michael N. Vrahatis
Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems. GECCO (1) (2004)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps. IEEE Trans. Biomed. Eng. 50 (12) (2003)
Konstantinos E. Parsopoulos, Elpiniki I. Papageorgiou, Peter P. Groumpos, Michael N. Vrahatis
A first study of fuzzy cognitive maps learning using particle swarm optimization. IEEE Congress on Evolutionary Computation (2003)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule. Australian Conference on Artificial Intelligence (2003)
Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
Learning algorithms for fuzzy cognitive maps. EUSFLAT Conf. (2001)
Chrysostomos D. Stylios, Peter P. Groumpos
Fuzzy Cognitive Maps in modeling supervisory control systems. J. Intell. Fuzzy Syst. 8 (1) (2000)
Chrysostomos D. Stylios, Peter P. Groumpos
A Soft Computing Approach for Modelling the Supervisor of Manufacturing Systems. J. Intell. Robotic Syst. 26 (3-4) (1999)
Chrysostomos D. Stylios, Peter P. Groumpos, Voula C. Georgopoulos
Fuzzy Cognitive Map Approach to Process Control Systems Chrysostomos. J. Adv. Comput. Intell. Intell. Informatics 3 (5) (1999)
Chrysostomos D. Stylios, Peter P. Groumpos
The challenge of modelling supervisory systems using fuzzy cognitive maps. J. Intell. Manuf. 9 (4) (1998)
Chrysostomos D. Stylios, Peter P. Groumpos
Fuzzy cognitive map model for supervisory manufacture systems. BASYS (1998)
Peter P. Groumpos
The challenge of Intelligent Manufacturing Systems (IMS): the European IMS information event. J. Intell. Manuf. 6 (1) (1995)