Elpiniki I. Papageorgiou

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 42

Top Topics

Fuzzy Inference

Decision Support System

Electricity Consumption

Top Venues

Neural Comput. Appl.

Int. J. Fuzzy Syst.

Publications

Ioannis D. Apostolopoulos, Nikolaos D. Papathanasiou, Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou, Dimitris J. Apostolopoulos
Abnormal Parathyroid Gland Localization in Scintigraphic Images Using a Vision Transformer Network. IISA (2023)
Alexios Lekidis, Elpiniki I. Papageorgiou
Risk Assessment Method for 5G-oriented DLMS/COSEM Communications. CSCN (2023)
Anna Feleki, Ioannis D. Apostolopoulos, Konstantinos Papageorgiou, Elpiniki I. Papageorgiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos
A Fuzzy Cognitive Map Learning Approach for Coronary Artery Disease Diagnosis in Nuclear Medicine. EUSFLAT/AGOP (2023)
Nikolaos I. Papandrianos, Anna Feleki, Serafeim P. Moustakidis, Elpiniki I. Papageorgiou
A Convolutional Neural Network-based explainable classification method of SPECT myocardial perfusion images in nuclear cardiology. IISA (2022)
Ilja Nastjuk, Simon Trang, Elpiniki I. Papageorgiou
Smart cities and smart governance models for future cities. Electron. Mark. 32 (4) (2022)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Elpiniki I. Papageorgiou, Mukesh Prasad, Chin-Teng Lin
Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics. IEEE Trans. Cogn. Dev. Syst. 14 (1) (2022)
Ioannis D. Apostolopoulos, Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou, Dimitris J. Apostolopoulos
Artificial Intelligence Methods for Identifying and Localizing Abnormal Parathyroid Glands: A Review Study. Mach. Learn. Knowl. Extr. 4 (4) (2022)
Márcio Mendonça, Rodrigo Henrique Cunha Palácios, Elpiniki I. Papageorgiou, Ivan Rossato Chrun, Lillyane R. Cintra, Konstantinos Papageorgiou
Applied Artificial Neural Networks and Genetic Algorithms in Simulation Strategy for Trajectory in Collaborative Robotic. IISA (2021)
Elpiniki I. Papageorgiou, Theodosis Theodosiou, George Margetis, Nikolaos Dimitriou, Paschalis Charalampous, Dimitrios Tzovaras, Ioannis Samakovlis
Short Survey of Artificial Intelligent Technologies for Defect Detection in Manufacturing. IISA (2021)
Mandana Irannezhad, Sajjad Shokouhyar, Sadra Ahmadi, Elpiniki I. Papageorgiou
An integrated FCM-FBWM approach to assess and manage the readiness for blockchain incorporation in the supply chain. Appl. Soft Comput. 112 (2021)
Salah Hasan Al-subhi, Elpiniki I. Papageorgiou, Pedro Piñero Pérez, Gaafar S. Mahdi, Luis Alvarado Acuña
Triangular Neutrosophic Cognitive Map for Multistage Sequential Decision-Making Problems. Int. J. Fuzzy Syst. 23 (3) (2021)
Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou, Athanasios Anagnostis, Konstantinos Papageorgiou, Anna Feleki, Dionysis Bochtis
Development of Convolutional Neural Networkbased models for bone metastasis classification in nuclear medicine. IISA (2020)
Zoumpoulia Dikopoulou, Elpiniki I. Papageorgiou, Koen Vanhoof
Retrieving Sparser Fuzzy Cognitive Maps Directly from Categorical Ordinal Dataset using the Graphical Lasso Models and the MAX-threshold Algorithm. FUZZ-IEEE (2020)
Márcio Mendonça, Rodrigo Henrique Cunha Palácios, Elpiniki I. Papageorgiou, Lucas Botoni de Souza
Multi-robot exploration using Dynamic Fuzzy Cognitive Maps and Ant Colony Optimization. FUZZ-IEEE (2020)
Konstantinos Papageorgiou, Gustavo Carvalho, Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Márcio Mendonça, Georgios I. Stamoulis
Exploring Brazilian Photovoltaic Solar Energy development scenarios using the Fuzzy Cognitive Map Wizard Tool. FUZZ-IEEE (2020)
Márcio Mendonça, Konstantinos Papageorgiou, Diene Eire de Mello, Elpiniki I. Papageorgiou, José Augusto Fabri, Lucas Botoni de Souza, Rodrigo Henrique Cunha Palácios
Digital game-based learning in a robotics course. IISA (2020)
Zoumpoulia Dikopoulou, Elpiniki I. Papageorgiou, Koen Vanhoof
From Undirected Structures to Directed Graphical Lasso Fuzzy Cognitive Maps using Ranking-based Approaches. FUZZ-IEEE (2020)
Abdollah Amirkhani, Hosna Nasiriyan-Rad, Elpiniki I. Papageorgiou
A Novel Fuzzy Inference Approach: Neuro-fuzzy Cognitive Map. Int. J. Fuzzy Syst. 22 (3) (2020)
Konstantinos Papageorgiou, Elpiniki I. Papageorgiou, Pramod K. Singh, Georgios I. Stamoulis
A software tool for FCM aggregation employing credibility weights and learning OWA operators. IISA (2019)
Katarzyna Poczeta, Elpiniki I. Papageorgiou
Implementing Fuzzy Cognitive Maps with Neural Networks for Natural Gas Prediction. ICTAI (2018)
Abdollah Amirkhani, Elpiniki I. Papageorgiou, Mohammad R. Mosavi, Karim Mohammadi
A novel medical decision support system based on fuzzy cognitive maps enhanced by intuitive and learning capabilities for modeling uncertainty. Appl. Math. Comput. 337 (2018)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
Temperature Forecasting for Energy Saving in Smart Buildings Based on Fuzzy Cognitive Map. AUTOMATION (2018)
Lúcia Valéria Ramos de Arruda, Márcio Mendonça, Flávio Neves, Ivan Rossato Chrun, Elpiniki I. Papageorgiou
Artificial Life Environment Modeled by Dynamic Fuzzy Cognitive Maps. IEEE Trans. Cogn. Dev. Syst. 10 (1) (2018)
Sara D'Onofrio, Stefan Markus Müller, Elpiniki I. Papageorgiou, Edy Portmann
Fuzzy Reasoning in Cognitive Cities : An Exploratory Work on Fuzzy Analogical Reasoning Using Fuzzy Cognitive Maps. FUZZ-IEEE (2018)
Abdollah Amirkhani, Mohammad R. Mosavi, Karim Mohammadi, Elpiniki I. Papageorgiou
A novel hybrid method based on fuzzy cognitive maps and fuzzy clustering algorithms for grading celiac disease. Neural Comput. Appl. 30 (5) (2018)
L. S. Jayashree, R. Lakshmi Devi, Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou
Application of Fuzzy Cognitive Map for geospatial dengue outbreak risk prediction of tropical regions of Southern India. Intell. Decis. Technol. 12 (2) (2018)
Elpiniki I. Papageorgiou, Katerina Aggelopoulou, Theofanis A. Gemtos, G. D. Nanos
Development and Evaluation of a Fuzzy Inference System and a Neuro-Fuzzy Inference System for Grading Apple Quality. Appl. Artif. Intell. 32 (3) (2018)
Lucas Botoni de Souza, Patrick Prieto Soares, Márcio Mendonça, Asmaa Mourhir, Elpiniki I. Papageorgiou
Fuzzy Cognitive Maps and Fuzzy Logic applied in industrial processes control. FUZZ-IEEE (2018)
Elpiniki I. Papageorgiou, Katarzyna Poczeta
A two-stage model for time series prediction based on fuzzy cognitive maps and neural networks. Neurocomputing 232 (2017)
Mehrin Kiani, Javier Andreu-Perez, Elpiniki I. Papageorgiou
Improved estimation of effective brain connectivity in functional neuroimaging through higher order fuzzy cognitive maps. FUZZ-IEEE (2017)
Elpiniki I. Papageorgiou, Miklós F. Hatwágner, Adrienn Buruzs, László T. Kóczy
A concept reduction approach for fuzzy cognitive map models in decision making and management. Neurocomputing 232 (2017)
Azam Najafi, Abdollah Amirkhani, Elpiniki I. Papageorgiou, Mohammad R. Mosavi
Medical decision making based on fuzzy cognitive map and a generalization linguistic weighted power mean for computing with words. FUZZ-IEEE (2017)
Muhammed Emin Cihangir Bagdatli, Rifat Akbiyikli, Elpiniki I. Papageorgiou
A Fuzzy Cognitive Map Approach Applied in Cost-Benefit Analysis for Highway Projects. Int. J. Fuzzy Syst. 19 (5) (2017)
Vijayalakshmi Senniappan, Jayashree Subramanian, Elpiniki I. Papageorgiou, Suji Mohan
Application of fuzzy cognitive maps for crack categorization in columns of reinforced concrete structures. Neural Comput. Appl. 28 (S-1) (2017)
Abdollah Amirkhani, Elpiniki I. Papageorgiou, Akram Mohseni, Mohammad R. Mosavi
A review of fuzzy cognitive maps in medicine: Taxonomy, methods, and applications. Comput. Methods Programs Biomed. 142 (2017)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
Learning Fuzzy Cognitive Maps Using Evolutionary Algorithm Based on System Performance Indicators. AUTOMATION (2017)
Abdollah Amirkhani, Masoud Shirzadeh, Elpiniki I. Papageorgiou, Mohammad R. Mosavi
Fuzzy cognitive map for visual servoing of flying robot. FUZZ-IEEE (2016)
Rajathi Natarajan, Jayashree Subramanian, Elpiniki I. Papageorgiou
Hybrid learning of fuzzy cognitive maps for sugarcane yield classification. Comput. Electron. Agric. 127 (2016)
Gonzalo Nápoles, Elpiniki I. Papageorgiou, Rafael Bello, Koen Vanhoof
On the convergence of sigmoid Fuzzy Cognitive Maps. Inf. Sci. (2016)
Asmaa Mourhir, Tajjeeddine Rachidi, Elpiniki I. Papageorgiou, Mohammed Karim, Faycal Sossi Alaoui
A cognitive map framework to support integrated environmental assessment. Environ. Model. Softw. 77 (2016)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
An Economic Decision Support System based on Fuzzy Cognitive Maps with Evolutionary Learning Algorithm. FedCSIS (Position Papers) (2016)
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Chrysi S. Laspidou
Hybrid model for water demand prediction based on fuzzy cognitive maps and artificial neural networks. FUZZ-IEEE (2016)
Sadra Ahmadi, Chung-Hsing Yeh, Elpiniki I. Papageorgiou, Rodney Martin
An FCM-FAHP approach for managing readiness-relevant activities for ERP implementation. Comput. Ind. Eng. 88 (2015)
George A. Papakostas, Elpiniki I. Papageorgiou, Vassilis G. Kaburlasos
Linguistic Fuzzy Cognitive Map (LFCM) for pattern recognition. FUZZ-IEEE (2015)
Elpiniki I. Papageorgiou, Katarzyna Poczeta
Application of fuzzy cognitive maps to electricity consumption prediction. NAFIPS/WConSC (2015)
L. S. Jayashree, Nidhil Palakkal, Elpiniki I. Papageorgiou, Konstantinos Papageorgiou
Application of fuzzy cognitive maps in precision agriculture: a case study on coconut yield management of southern India's Malabar region. Neural Comput. Appl. 26 (8) (2015)
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Alexander Yastrebov, Chrysi S. Laspidou
Fuzzy Cognitive Maps and Multi-step Gradient Methods for Prediction: Applications to Electricity Consumption and Stock Exchange Returns. KES-IDT (2015)
Sadra Ahmadi, Nafiseh Forouzideh, Somayeh Alizadeh, Elpiniki I. Papageorgiou
Learning Fuzzy Cognitive Maps using Imperialist Competitive Algorithm. Neural Comput. Appl. 26 (6) (2015)
Nassim Douali, Jos De Roo, Pauline Sweetman, Elpiniki I. Papageorgiou, Julien Dollon, Marie-Christine Jaulent
Personalized Decision Support System Based on Clinical Practice Guidelines. pHealth (2015)
Katarzyna Poczeta, Alexander Yastrebov, Elpiniki I. Papageorgiou
Learning fuzzy cognitive maps using Structure Optimization Genetic Algorithm. FedCSIS (2015)
Antonis S. Billis, Elpiniki I. Papageorgiou, Christos A. Frantzidis, Marianna S. Tsatali, Anthoula C. Tsolaki, Panagiotis D. Bamidis
A Decision-Support Framework for Promoting Independent Living and Ageing Well. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Elpiniki I. Papageorgiou, Jayashree Subramanian, Akila Karmegam, Nikolaos I. Papandrianos
A risk management model for familial breast cancer: A new application using Fuzzy Cognitive Map method. Comput. Methods Programs Biomed. 122 (2) (2015)
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Chrysi S. Laspidou
Application of Fuzzy Cognitive Maps to water demand prediction. FUZZ-IEEE (2015)
Omid Motlagh, Tang Sai Hong, Seyed Mahdi Homayouni, George Grozev, Elpiniki I. Papageorgiou
Development of application-specific adjacency models using fuzzy cognitive map. J. Comput. Appl. Math. 270 (2014)
Jose L. Salmeron, Elpiniki I. Papageorgiou
Fuzzy grey cognitive maps and nonlinear Hebbian learning in process control. Appl. Intell. 41 (1) (2014)
Nassim Douali, Csaba Huszka, Jos De Roo, Elpiniki I. Papageorgiou, Marie-Christine Jaulent
Diagnosis Support System based on clinical guidelines: comparison between Case-Based Fuzzy Cognitive Maps and Bayesian Networks. Comput. Methods Programs Biomed. 113 (1) (2014)
Arthi Kannappan, Elpiniki I. Papageorgiou
A new classification scheme using artificial immune systems learning for fuzzy cognitive mapping. FUZZ-IEEE (2013)
Márcio Mendonça, Douglas Matsumoto, Lúcia V. R. Arruda, Elpiniki I. Papageorgiou
Intelligent Systems Applied to the Control of an Industrial Mixer. AIAI (2013)
Elpiniki I. Papageorgiou, Antonis S. Billis, Christos A. Frantzidis, Evdokimos I. Konstantinidis, Panagiotis D. Bamidis
A preliminary fuzzy cognitive map - based desicion support tool for geriatric depression assessment. FUZZ-IEEE (2013)
Elpiniki I. Papageorgiou, Dimitrios K. Iakovidis
Intuitionistic Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. 21 (2) (2013)
Elpiniki I. Papageorgiou, Jose L. Salmeron
A Review of Fuzzy Cognitive Maps Research During the Last Decade. IEEE Trans. Fuzzy Syst. 21 (1) (2013)
Panagiotis Oikonomou, Elpiniki I. Papageorgiou
Particle Swarm Optimization Approach for Fuzzy Cognitive Maps Applied to Autism Classification. AIAI (2013)
Antonis S. Billis, Elpiniki I. Papageorgiou, Christos A. Frantzidis, Evdokimos I. Konstantinidis, Panagiotis D. Bamidis
Towards a hierarchically-structured decision support tool for improving seniors' independent living: the USEFIL decision support system. PETRA (2013)
Márcio Mendonça, Ivan Rossato Chrun, Lúcia Valéria Ramos de Arruda, Elpiniki I. Papageorgiou
Autonomous Navigation Applying Dynamic-Fuzzy Cognitive Maps and Fuzzy Logic. AIAI (2013)
Elpiniki I. Papageorgiou, Csaba Huszka, Jos De Roo, Nassim Douali, Marie-Christine Jaulent, Dirk Colaert
Application of probabilistic and fuzzy cognitive approaches in semantic web framework for medical decision support. Comput. Methods Programs Biomed. 112 (3) (2013)
Elpiniki I. Papageorgiou, Jose L. Salmeron
Learning Fuzzy Grey Cognitive Maps using Nonlinear Hebbian-based approach. Int. J. Approx. Reason. 53 (1) (2012)
Elpiniki I. Papageorgiou, Panagiotis Oikonomou, Arthi Kannappan
Bagged Nonlinear Hebbian Learning Algorithm for Fuzzy Cognitive Maps Working on Classification Tasks. SETN (2012)
Elpiniki I. Papageorgiou
Learning Algorithms for Fuzzy Cognitive Maps - A Review Study. IEEE Trans. Syst. Man Cybern. Part C 42 (2) (2012)
Elpiniki I. Papageorgiou, Arthi Kannappan
Fuzzy cognitive map ensemble learning paradigm to solve classification problems: Application to autism identification. Appl. Soft Comput. 12 (12) (2012)
Wojciech Froelich, Elpiniki I. Papageorgiou, Michael Samarinas, Konstantinos Skriapas
Application of evolutionary fuzzy cognitive maps to the long-term prediction of prostate cancer. Appl. Soft Comput. 12 (12) (2012)
Elpiniki I. Papageorgiou, Wojciech Froelich
Multi-step prediction of pulmonary infection with the use of evolutionary fuzzy cognitive maps. Neurocomputing 92 (2012)
Jose L. Salmeron, Elpiniki I. Papageorgiou
A Fuzzy Grey Cognitive Maps-based Decision Support System for radiotherapy treatment planning. Knowl. Based Syst. 30 (2012)
Elpiniki I. Papageorgiou, Jos De Roo, Csaba Huszka, Dirk Colaert
Formalization of treatment guidelines using Fuzzy Cognitive Maps and semantic web tools. J. Biomed. Informatics 45 (1) (2012)
Vijay Kumar Mago, Laurens Bakker, Elpiniki I. Papageorgiou, Azadeh Alimadad, Peter B. Borwein, Vahid Dabbaghian
Fuzzy cognitive maps and cellular automata: An evolutionary approach for social systems modelling. Appl. Soft Comput. 12 (12) (2012)
Elpiniki I. Papageorgiou, Wojciech Froelich
Application of Evolutionary Fuzzy Cognitive Maps for Prediction of Pulmonary Infections. IEEE Trans. Inf. Technol. Biomed. 16 (1) (2012)
Elpiniki I. Papageorgiou
Fuzzy cognitive map software tool for treatment management of uncomplicated urinary tract infection. Comput. Methods Programs Biomed. 105 (3) (2012)
Vijay Kumar Mago, Ravinder Mehta, Ryan Woolrych, Elpiniki I. Papageorgiou
Supporting meningitis diagnosis amongst infants and children through the use of fuzzy cognitive mapping. BMC Medical Informatics Decis. Mak. 12 (2012)
Vassilis C. Gerogiannis, Sotiria Papadopoulou, Elpiniki I. Papageorgiou
A Fuzzy Cognitive Map for Identifying User Satisfaction from Smartphones. Panhellenic Conference on Informatics (2012)
Areti D. Kontogianni, Elpiniki I. Papageorgiou, Christos Tourkolias
How do you perceive environmental change? Fuzzy Cognitive Mapping informing stakeholder analysis for environmental policy making and non-market valuation. Appl. Soft Comput. 12 (12) (2012)
Nassim Douali, Elpiniki I. Papageorgiou, Jos De Roo, Marie-Christine Jaulent
Case Based Fuzzy Cognitive Maps (CBFCM): New method for medical reasoning: Comparison study between CBFCM/FCM. FUZZ-IEEE (2011)
Dimitrios K. Iakovidis, Elpiniki I. Papageorgiou
Intuitionistic Fuzzy Cognitive Maps for Medical Decision Making. IEEE Trans. Inf. Technol. Biomed. 15 (1) (2011)
Nikolaos Mallios, Elpiniki I. Papageorgiou, Michael Samarinas
Comparison of Machine Learning Techniques using the WEKA Environment for Prostate Cancer Therapy Plan. WETICE (2011)
Elpiniki I. Papageorgiou
A new methodology for Decisions in Medical Informatics using fuzzy cognitive maps based on fuzzy rule-extraction techniques. Appl. Soft Comput. 11 (1) (2011)
Arthi Kannappan, A. Tamilarasi, Elpiniki I. Papageorgiou
Analyzing the performance of fuzzy cognitive maps with non-linear hebbian learning algorithm in predicting autistic disorder. Expert Syst. Appl. 38 (3) (2011)
Elpiniki I. Papageorgiou, Athanasios T. Markinos, Theofanis A. Gemtos
Fuzzy cognitive map based approach for predicting yield in cotton crop production as a basis for decision support system in precision agriculture application. Appl. Soft Comput. 11 (4) (2011)
Dimitrios K. Iakovidis, Elpiniki I. Papageorgiou
Intuitionistic fuzzy reasoning with cognitive maps. FUZZ-IEEE (2011)
Elpiniki I. Papageorgiou
Review study on fuzzy cognitive maps and their applications during the last decade. FUZZ-IEEE (2011)
Elpiniki I. Papageorgiou
A Fuzzy Inference Map approach to cope with uncertainty in modeling medical knowledge and making decisions. Intell. Decis. Technol. 5 (3) (2011)
Ioannis Michelakos, Nikolaos Mallios, Elpiniki I. Papageorgiou, Michael Vassilakopoulos
Ant Colony Optimization and Data Mining: Techniques and Trends. 3PGCIC (2010)
Ioannis Michelakos, Elpiniki I. Papageorgiou, Michael Vassilakopoulos
A Hybrid Classification Algorithm Evaluated on Medical Data. WETICE (2010)
Ioannis Michelakos, Elpiniki I. Papageorgiou, Michael Vassilakopoulos
A Study of cAnt-Miner2 Parameters Using Medical Data Sets. WETICE (2010)
Elpiniki I. Papageorgiou, Athanasios T. Markinos, Theofanis Gemptos
Application of fuzzy cognitive maps for cotton yield management in precision farming. Expert Syst. Appl. 36 (10) (2009)
Elpiniki I. Papageorgiou
Medical Decision Making through Fuzzy Computational Intelligent Approaches. ISMIS (2009)
Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Georgia Karagianni, G. Kyriazopoulos, Dimitrios Sfyras
Fuzzy Cognitive Map Based Approach for Assessing Pulmonary Infections. ISMIS (2009)
Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Georgia Karagianni, G. Kyriazopoulos, Dimitrios Sfyras
A fuzzy cognitive map based tool for prediction of infectious diseases. FUZZ-IEEE (2009)
Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Dimitrios Apostolopoulos, P. J. Vassilakos
Complementary use of Fuzzy Decision Trees and Augmented Fuzzy Cognitive Maps for Decision Making in Medical Informatics. BMEI (1) (2008)
Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Dimitrios Apostolopoulos, P. J. Vassilakos
Fuzzy Cognitive Map based decision support system for thyroid diagnosis management. FUZZ-IEEE (2008)
Yiannis G. Petalas, Konstantinos E. Parsopoulos, Elpiniki I. Papageorgiou, Petros P. Groumpos, Michael N. Vrahatis
Enhanced Learning in Fuzzy Simulation Models Using Memetic Particle Swarm Optimization. SIS (2007)
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)