Peter P. Groumpos

65 papers B 3C 2Misc 5Journal 24Unranked 30

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Dynamic Fuzzy Cognitive Networks with AI in the Chase of the Quality Increase in Public Sector Services of Smart Cities - An Anthropocentric Approach. IISA Andreas Polydoropoulos, Vasilios Stylianakis, Fotios Nestoras, Peter P. Groumpos
2024	—	`conf`	Enhancing Efficiency and Quality of Services in the Public Service Sector of a Smart City, Through State Fuzzy Cognitive Maps. IISA Andreas Polydoropoulos, Fotios Nestoras, Peter P. Groumpos
2023	—	`conf`	An Overview of Making Decisions on Medical Problems Using Fuzzy Cognitive Maps. IISA George A. Krimpas, Nikolaos A Krimpas, Peter P. Groumpos
2022	J	`jnl`	An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM++ and LIME. Mach. Learn. Knowl. Extr. Ioannis D. Apostolopoulos, Ifigeneia Athanasoula, Mpesi Tzani, Peter P. Groumpos
2022	—	`conf`	Design of digital Arduino based sensor for safety belt tensioning in automotive transferring using LabVIEW. IISA Anastasiou Konstantinos, Dimitris Tsipianitis, Peter P. Groumpos
2021	—	`conf`	Expert Intelligence Tools for Proactive Energy Management in Buildings. IISA Stefanos Michos, Dimitris Tsipianitis, Peter P. Groumpos
2021	—	`conf`	Smart Cities and Intelligent Transportation in Traditional Cities. Ten Design Principles and One Case Study. IISA Sotiris Lycourghiotis, Vassiliki Mpelogianni, Peter P. Groumpos
2020	—	`conf`	A new Mathematical Modell for COVID-19: A Fuzzy Cognitive Map Approach for Coronavirus Diseases. IISA Peter P. Groumpos
2020	—	`conf`	Advanced Fuzzy Cognitive Maps Modelling a Nearly Zero Energy Building. IISA Eleni S. Vergini, Peter P. Groumpos
2020	—	`conf`	Building Energy Management Methods based on Fuzzy Logic and Expert Intelligence. IISA Peter P. Groumpos, Vassiliki Mpelogianni, Dimitris Tsipianitis, Aimilia Papagiannaki, John Gionas, Elan Roy, Amit Aflalo
2020	—	`conf`	New Advanced Technology Methods for Energy Efficiency of Buildings. IISA Peter P. Groumpos, Vassiliki Mpelogianni
2020	J	`jnl`	Non-invasive modelling methodology for the diagnosis of Coronary Artery Disease using Fuzzy Cognitive Maps. CoRR Ioannis D. Apostolopoulos, Peter P. Groumpos
2020	J	`jnl`	State Space Advanced Fuzzy Cognitive Map approach for automatic and non Invasive diagnosis of Coronary Artery Disease. CoRR Ioannis D. Apostolopoulos, Peter P. Groumpos, Dimitris J. Apostolopoulos
2018	—	`conf`	Overcoming Intelligently Some of the Drawbacks of Fuzzy Cognitive Maps. IISA Peter P. Groumpos
2018	J	`jnl`	Re-approaching fuzzy cognitive maps to increase the knowledge of a system. AI Soc. Vassiliki Mpelogianni, Peter P. Groumpos
2017	J	`jnl`	A Critical Overview of Modelling and Simulating Methods for Complex Dynamic Systems. Simul. Notes Eur. Peter P. Groumpos
2016	—	`conf`	A new meniscus injury diagnostic model using fuzzy cognitive maps. MED Antigoni P. Anninou, Poulios Panagiotis, Peter P. Groumpos, Gliatis Ioannis
2016	—	`conf`	A revised approach in modeling fuzzy cognitive maps. MED Vassiliki Mpelogianni, Peter P. Groumpos
2016	—	`conf`	An overview of fuzzy cognitive maps for energy efficiency in intelligent buildings. IISA Peter P. Groumpos, Vassiliki Mpelogianni
2016	—	`conf`	Deep learning vs. wise learning: A critical and challenging overview (Plenary paper). IISA Peter P. Groumpos
2016	—	`conf`	Modeling vineyards using fuzzy cognitive maps. MED Peter P. Groumpos, Vasilios P. Groumpos
2016	J	`jnl`	Overview of the triangle of knowledge: a driving force for sustainable growth in less developed nations. AI Soc. Peter P. Groumpos
2016	—	`conf`	Towards a new approach of fuzzy cognitive maps. IISA Vassiliki Mpelogianni, Peter P. Groumpos
2015	J	`jnl`	A Critical Overview of Net Zero Energy Buildings and Fuzzy Cognitive Maps. Int. J. Monit. Surveillance Technol. Res. Eleni S. Vergini, Peter P. Groumpos
2015	—	`conf`	A fuzzy inference tool for the achievement of sustainable energy solutions. IISA Vassiliki Mpelogianni, Peter P. Groumpos, Dimitris Tsipianitis, Peter Mantas, Stefanos Michos, Sinan Pravadalioglu
2015	—	`conf`	A review on Zero Energy Buildings and intelligent systems. IISA Eleni S. Vergini, Peter P. Groumpos
2015	—	`conf`	Unsupervised learning methods for foreign investment using fuzzy cognitive maps. IISA O. D. Ntarlas, Peter P. Groumpos
2015	J	`jnl`	Using Fuzzy Control Methods for Increasing the Energy Efficiency of Buildings. Int. J. Monit. Surveillance Technol. Res. Vassiliki Mpelogianni, Peter P. Groumpos
2014	J	`jnl`	Large Scale Systems and Fuzzy Cognitive Maps: A critical overview of challenges and research opportunities. Annu. Rev. Control. Peter P. Groumpos
2014	J	`jnl`	Modeling of Parkinson's Disease Using Fuzzy Cognitive Maps and Non-Linear Hebbian Learning. Int. J. Artif. Intell. Tools Antigoni P. Anninou, Peter P. Groumpos
2013	—	`ch.`	Mathematical Modelling of Decision Making Support Systems Using Fuzzy Cognitive Maps. Business Process Management Peter P. Groumpos, Ioannis E. Karagiannis
2013	Misc	`conf`	Modeling Health Diseases Using Competitive Fuzzy Cognitive Maps. AIAI Antigoni P. Anninou, Peter P. Groumpos, Polychronopoulos Panagiotis
2013	—	`conf`	Modeling and analysis of a hybrid-energy system using fuzzy cognitive maps. MED Ioannis E. Karagiannis, Peter P. Groumpos
2013	—	`conf`	Non Linear Hebbian Learning techniques and Fuzzy Cognitive Maps in modeling the Parkinson's disease. MED Antigoni P. Anninou, Peter P. Groumpos
2013	Misc	`conf`	Training Fuzzy Cognitive Maps Using Gradient-Based Supervised Learning. AIAI Michal Gregor, Peter P. Groumpos
2012	C	`conf`	A theoretical mathematical modeling of Parkinson's disease using Fuzzy Cognitive Maps. BIBE Peter P. Groumpos, Antigoni P. Anninou
2012	C	`conf`	The challenge of modeling Decision support systems for medical problems using Fuzzy Cognitive Maps: An overview. BIBE Peter P. Groumpos
2008	J	`jnl`	Brain tumor characterization using the soft computing technique of fuzzy cognitive maps. Appl. Soft Comput. Elpiniki Papageorgiou, Panagiota Spyridonos, Dimitris Glotsos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos
2007	J	`jnl`	Novel approach for fetal heart rate classification introducing grammatical evolution. Biomed. Signal Process. Control. George K. Georgoulas, Dimitris Gavrilis, Ioannis G. Tsoulos, Chrysostomos D. Stylios, João Bernardes, Peter P. Groumpos
2006	—	`conf`	A Combined Fuzzy Cognitive Map and Decision Trees Model for Medical Decision Making. EMBC Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2006	J	`jnl`	Advanced soft computing diagnosis method for tumour grading. Artif. Intell. Medicine Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, Peter P. Groumpos, George Nikiforidis
2006	—	`conf`	Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. KES (1) Elpiniki Papageorgiou, George K. Georgoulas, Chrysostomos D. Stylios, George Nikiforidis, Peter P. Groumpos
2006	J	`jnl`	Feature Extraction and Classification of Fetal Heart Rate Using Wavelet Analysis and Support Vector Machines. Int. J. Artif. Intell. Tools George K. Georgoulas, Chrysostomos D. Stylios, Peter P. Groumpos
2006	—	`conf`	Integration of Expert Knowledge and Image Analysis Techniques for Medical Diagnosis. ICIAR (2) Panagiota Spyridonos, Elpiniki Papageorgiou, Peter P. Groumpos, George Nikiforidis
2006	—	`conf`	Introducing Interval Analysis in Fuzzy Cognitive Map Framework. SETN Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2006	J	`jnl`	Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links. Int. J. Hum. Comput. Stud. Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2005	J	`jnl`	A new hybrid method using evolutionary algorithms to train Fuzzy Cognitive Maps. Appl. Soft Comput. Elpiniki Papageorgiou, Peter P. Groumpos
2005	J	`jnl`	A weight adaptation method for fuzzy cognitive map learning. Soft Comput. Elpiniki Papageorgiou, Peter P. Groumpos
2004	Misc	`conf`	A Weight Adaptation Method for Fuzzy Cognitive Maps to a Process Control Problem. International Conference on Computational Science Elpiniki Papageorgiou, Peter P. Groumpos
2004	J	`jnl`	Active Hebbian learning algorithm to train fuzzy cognitive maps. Int. J. Approx. Reason. Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2004	B	`conf`	Classification of fetal heart rate during labour using hidden Markov models. IJCNN George G. Georgoulas, Chrysostomos D. Stylios, George Nokas, Peter P. Groumpos
2004	—	`conf`	Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems. GECCO (1) Konstantinos E. Parsopoulos, Elpiniki Papageorgiou, Peter P. Groumpos, Michael N. Vrahatis
2004	Misc	`conf`	Fuzzy Cognitive Maps Learning through Swarm Intelligence. ICAISC Elpiniki Papageorgiou, Konstantinos E. Parsopoulos, Peter P. Groumpos, Michael N. Vrahatis
2004	Misc	`conf`	The Challenge of Soft Computing Techniques for Tumor Characterization. ICAISC Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos
2004	B	`conf`	The challenge of using unsupervised learning algorithms for fuzzy cognitive maps. IJCNN Elpiniki I. Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2003	B	`conf`	A first study of fuzzy cognitive maps learning using particle swarm optimization. IEEE Congress on Evolutionary Computation Konstantinos E. Parsopoulos, Elpiniki I. Papageorgiou, Peter P. Groumpos, Michael N. Vrahatis
2003	J	`jnl`	An integrated two-level hierarchical system for decision making in radiation therapy based on fuzzy cognitive maps. IEEE Trans. Biomed. Eng. Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2003	—	`conf`	Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule. Australian Conference on Artificial Intelligence Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2001	—	`conf`	Learning algorithms for fuzzy cognitive maps. EUSFLAT Conf. Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos
2000	J	`jnl`	Fuzzy Cognitive Maps in modeling supervisory control systems. J. Intell. Fuzzy Syst. Chrysostomos D. Stylios, Peter P. Groumpos
1999	J	`jnl`	A Soft Computing Approach for Modelling the Supervisor of Manufacturing Systems. J. Intell. Robotic Syst. Chrysostomos D. Stylios, Peter P. Groumpos
1999	J	`jnl`	Fuzzy Cognitive Map Approach to Process Control Systems Chrysostomos. J. Adv. Comput. Intell. Intell. Informatics Chrysostomos D. Stylios, Peter P. Groumpos, Voula C. Georgopoulos
1998	—	`conf`	Fuzzy cognitive map model for supervisory manufacture systems. BASYS Chrysostomos D. Stylios, Peter P. Groumpos
1998	J	`jnl`	The challenge of modelling supervisory systems using fuzzy cognitive maps. J. Intell. Manuf. Chrysostomos D. Stylios, Peter P. Groumpos
1995	J	`jnl`	The challenge of Intelligent Manufacturing Systems (IMS): the European IMS information event. J. Intell. Manuf. Peter P. Groumpos