Elpiniki I. Papageorgiou

113 papers B 22C 6Misc 3Journal 50Unranked 24
YearRankTypeTitle / Venue / Authors
2025 J jnl
A machine learning approach for determining solitary pulmonary nodule malignancy in patients undergoing PET/CT examination.
Multim. Tools Appl.
Ioannis D. Apostolopoulos, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos
2025 — conf
Feature Engineering with Large Language Models Improves Solitary Pulmonary Nodule Malignancy Classification with Machine Learning.
IISA
Ioannis D. Apostolopoulos, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou
2025 — conf
Predicting EV Charging Station Load by Applying LSTM Techniques.
IISA
Apostolos Valiakos, Alexios Lekidis, Elpiniki I. Papageorgiou
2024 J jnl
A Multi-Modal Machine Learning Methodology for Predicting Solitary Pulmonary Nodule Malignancy in Patients Undergoing PET/CT Examination.
Big Data Cogn. Comput.
Ioannis D. Apostolopoulos, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou
2024 — conf
Investigating the Agreement with Human Readers and Generalisation Capabilities of a Transfer Learning Approach for Predicting the Malignancy of Solitary Pulmonary Nodules in CT Screening.
IISA
Ioannis D. Apostolopoulos, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Nikolaos D. Papandrianos, Elpiniki I. Papageorgiou
2023 — conf
A Fuzzy Cognitive Map Learning Approach for Coronary Artery Disease Diagnosis in Nuclear Medicine.
EUSFLAT/AGOP
Anna Feleki, Ioannis D. Apostolopoulos, Konstantinos Papageorgiou, Elpiniki I. Papageorgiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos
2023 — conf
Abnormal Parathyroid Gland Localization in Scintigraphic Images Using a Vision Transformer Network.
IISA
Ioannis D. Apostolopoulos, Nikolaos D. Papathanasiou, Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou, Dimitris J. Apostolopoulos
2023 — conf
Risk Assessment Method for 5G-oriented DLMS/COSEM Communications.
CSCN
Alexios Lekidis, Elpiniki I. Papageorgiou
2022 — conf
A Convolutional Neural Network-based explainable classification method of SPECT myocardial perfusion images in nuclear cardiology.
IISA
Nikolaos I. Papandrianos, Anna Feleki, Serafeim P. Moustakidis, Elpiniki I. Papageorgiou
2022 J jnl
Artificial Intelligence Methods for Identifying and Localizing Abnormal Parathyroid Glands: A Review Study.
Mach. Learn. Knowl. Extr.
Ioannis D. Apostolopoulos, Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou, Dimitris J. Apostolopoulos
2022 J jnl
Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics.
IEEE Trans. Cogn. Dev. Syst.
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Elpiniki I. Papageorgiou, Mukesh Prasad, Chin-Teng Lin
2022 J jnl
Smart cities and smart governance models for future cities.
Electron. Mark.
Ilja Nastjuk, Simon Trang, Elpiniki I. Papageorgiou
2021 J jnl
An integrated FCM-FBWM approach to assess and manage the readiness for blockchain incorporation in the supply chain.
Appl. Soft Comput.
Mandana Irannezhad, Sajjad Shokouhyar, Sadra Ahmadi, Elpiniki I. Papageorgiou
2021 — conf
Applied Artificial Neural Networks and Genetic Algorithms in Simulation Strategy for Trajectory in Collaborative Robotic.
IISA
Márcio Mendonça, Rodrigo Henrique Cunha Palácios, Elpiniki I. Papageorgiou, Ivan Rossato Chrun, Lillyane R. Cintra, Konstantinos Papageorgiou
2021 — conf
Short Survey of Artificial Intelligent Technologies for Defect Detection in Manufacturing.
IISA
Elpiniki I. Papageorgiou, Theodosis Theodosiou, George Margetis, Nikolaos Dimitriou, Paschalis Charalampous, Dimitrios Tzovaras, Ioannis Samakovlis
2021 J jnl
Triangular Neutrosophic Cognitive Map for Multistage Sequential Decision-Making Problems.
Int. J. Fuzzy Syst.
Salah Hasan Al-subhi, Elpiniki I. Papageorgiou, Pedro Piñero Pérez, Gaafar S. Mahdi, Luis Alvarado Acuña
2020 J jnl
A Novel Fuzzy Inference Approach: Neuro-fuzzy Cognitive Map.
Int. J. Fuzzy Syst.
Abdollah Amirkhani, Hosna Nasiriyan-Rad, Elpiniki I. Papageorgiou
2020 — conf
Development of Convolutional Neural Networkbased models for bone metastasis classification in nuclear medicine.
IISA
Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou, Athanasios Anagnostis, Konstantinos Papageorgiou, Anna Feleki, Dionysis Bochtis
2020 — conf
Digital game-based learning in a robotics course.
IISA
Márcio Mendonça, Konstantinos Papageorgiou, Diene Eire de Mello, Elpiniki I. Papageorgiou, José Augusto Fabri, Lucas Botoni de Souza, Rodrigo Henrique Cunha Palácios
2020 B conf
Exploring Brazilian Photovoltaic Solar Energy development scenarios using the Fuzzy Cognitive Map Wizard Tool.
FUZZ-IEEE
Konstantinos Papageorgiou, Gustavo Carvalho, Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Márcio Mendonça, Georgios I. Stamoulis
2020 B conf
From Undirected Structures to Directed Graphical Lasso Fuzzy Cognitive Maps using Ranking-based Approaches.
FUZZ-IEEE
Zoumpoulia Dikopoulou, Elpiniki I. Papageorgiou, Koen Vanhoof
2020 B conf
Multi-robot exploration using Dynamic Fuzzy Cognitive Maps and Ant Colony Optimization.
FUZZ-IEEE
Márcio Mendonça, Rodrigo Henrique Cunha Palácios, Elpiniki I. Papageorgiou, Lucas Botoni de Souza
2020 B conf
Retrieving Sparser Fuzzy Cognitive Maps Directly from Categorical Ordinal Dataset using the Graphical Lasso Models and the MAX-threshold Algorithm.
FUZZ-IEEE
Zoumpoulia Dikopoulou, Elpiniki I. Papageorgiou, Koen Vanhoof
2019 — conf
A software tool for FCM aggregation employing credibility weights and learning OWA operators.
IISA
Konstantinos Papageorgiou, Elpiniki I. Papageorgiou, Pramod K. Singh, Georgios I. Stamoulis
2018 J jnl
A novel hybrid method based on fuzzy cognitive maps and fuzzy clustering algorithms for grading celiac disease.
Neural Comput. Appl.
Abdollah Amirkhani, Mohammad R. Mosavi, Karim Mohammadi, Elpiniki I. Papageorgiou
2018 J jnl
A novel medical decision support system based on fuzzy cognitive maps enhanced by intuitive and learning capabilities for modeling uncertainty.
Appl. Math. Comput.
Abdollah Amirkhani, Elpiniki I. Papageorgiou, Mohammad R. Mosavi, Karim Mohammadi
2018 J jnl
Application of Fuzzy Cognitive Map for geospatial dengue outbreak risk prediction of tropical regions of Southern India.
Intell. Decis. Technol.
L. S. Jayashree, R. Lakshmi Devi, Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou
2018 J jnl
Artificial Life Environment Modeled by Dynamic Fuzzy Cognitive Maps.
IEEE Trans. Cogn. Dev. Syst.
Lúcia Valéria Ramos de Arruda, Márcio Mendonça, Flávio Neves, Ivan Rossato Chrun, Elpiniki I. Papageorgiou
2018 J jnl
Development and Evaluation of a Fuzzy Inference System and a Neuro-Fuzzy Inference System for Grading Apple Quality.
Appl. Artif. Intell.
Elpiniki I. Papageorgiou, Katerina Aggelopoulou, Theofanis A. Gemtos, George D. Nanos
2018 B conf
Fuzzy Cognitive Maps and Fuzzy Logic applied in industrial processes control.
FUZZ-IEEE
Lucas Botoni de Souza, Patrick Prieto Soares, Márcio Mendonça, Asmaa Mourhir, Elpiniki I. Papageorgiou
2018 B conf
Fuzzy Reasoning in Cognitive Cities : An Exploratory Work on Fuzzy Analogical Reasoning Using Fuzzy Cognitive Maps.
FUZZ-IEEE
Sara D'Onofrio, Stefan Markus Müller, Elpiniki I. Papageorgiou, Edy Portmann
2018 B conf
Implementing Fuzzy Cognitive Maps with Neural Networks for Natural Gas Prediction.
ICTAI
Katarzyna Poczeta, Elpiniki I. Papageorgiou
2018 — conf
Temperature Forecasting for Energy Saving in Smart Buildings Based on Fuzzy Cognitive Map.
AUTOMATION
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
2017 J jnl
A Fuzzy Cognitive Map Approach Applied in Cost-Benefit Analysis for Highway Projects.
Int. J. Fuzzy Syst.
Muhammed Emin Cihangir Bagdatli, Rifat Akbiyikli, Elpiniki I. Papageorgiou
2017 J jnl
A concept reduction approach for fuzzy cognitive map models in decision making and management.
Neurocomputing
Elpiniki I. Papageorgiou, Miklós F. Hatwágner, Adrienn Buruzs, László T. Kóczy
2017 J jnl
A review of fuzzy cognitive maps in medicine: Taxonomy, methods, and applications.
Comput. Methods Programs Biomed.
Abdollah Amirkhani, Elpiniki I. Papageorgiou, Akram Mohseni, Mohammad R. Mosavi
2017 J jnl
A two-stage model for time series prediction based on fuzzy cognitive maps and neural networks.
Neurocomputing
Elpiniki I. Papageorgiou, Katarzyna Poczeta
2017 J jnl
Application of fuzzy cognitive maps for crack categorization in columns of reinforced concrete structures.
Neural Comput. Appl.
Vijayalakshmi Senniappan, Jayashree Subramanian, Elpiniki I. Papageorgiou, Suji Mohan
2017 B conf
Improved estimation of effective brain connectivity in functional neuroimaging through higher order fuzzy cognitive maps.
FUZZ-IEEE
Mehrin Kiani, Javier Andreu-Perez, Elpiniki I. Papageorgiou
2017 — conf
Learning Fuzzy Cognitive Maps Using Evolutionary Algorithm Based on System Performance Indicators.
AUTOMATION
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
2017 B conf
Medical decision making based on fuzzy cognitive map and a generalization linguistic weighted power mean for computing with words.
FUZZ-IEEE
Azam Najafi, Abdollah Amirkhani, Elpiniki I. Papageorgiou, Mohammad R. Mosavi
2016 J jnl
A cognitive map framework to support integrated environmental assessment.
Environ. Model. Softw.
Asmaa Mourhir, Tajjeeddine Rachidi, Elpiniki I. Papageorgiou, Mohammed Karim, Faycal Sossi Alaoui
2016 — conf
An Economic Decision Support System based on Fuzzy Cognitive Maps with Evolutionary Learning Algorithm.
FedCSIS (Position Papers)
Katarzyna Poczeta, Lukasz Kubus, Alexander Yastrebov, Elpiniki I. Papageorgiou
2016 — ch.
Fuzzy Sets in Agriculture.
Fuzzy Logic in Its 50th Year
Elpiniki I. Papageorgiou, Konstantinos Kokkinos, Zoumpoulia Dikopoulou
2016 B conf
Fuzzy cognitive map for visual servoing of flying robot.
FUZZ-IEEE
Abdollah Amirkhani, Masoud Shirzadeh, Elpiniki I. Papageorgiou, Mohammad R. Mosavi
2016 J jnl
Hybrid learning of fuzzy cognitive maps for sugarcane yield classification.
Comput. Electron. Agric.
Rajathi Natarajan, Jayashree Subramanian, Elpiniki I. Papageorgiou
2016 B conf
Hybrid model for water demand prediction based on fuzzy cognitive maps and artificial neural networks.
FUZZ-IEEE
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Chrysi S. Laspidou
2016 J jnl
On the convergence of sigmoid Fuzzy Cognitive Maps.
Inf. Sci.
Gonzalo Nápoles, Elpiniki I. Papageorgiou, Rafael Bello, Koen Vanhoof
2015 J jnl
A Decision-Support Framework for Promoting Independent Living and Ageing Well.
IEEE J. Biomed. Health Informatics
Antonis S. Billis, Elpiniki I. Papageorgiou, Christos A. Frantzidis, Marianna S. Tsatali, Anthoula C. Tsolaki, Panagiotis D. Bamidis
2015 J jnl
A risk management model for familial breast cancer: A new application using Fuzzy Cognitive Map method.
Comput. Methods Programs Biomed.
Elpiniki I. Papageorgiou, Jayashree Subramanian, Akila Karmegam, Nikolaos I. Papandrianos
2015 J jnl
An FCM-FAHP approach for managing readiness-relevant activities for ERP implementation.
Comput. Ind. Eng.
Sadra Ahmadi, Chung-Hsing Yeh, Elpiniki I. Papageorgiou, Rodney Martin
2015 B conf
Application of Fuzzy Cognitive Maps to water demand prediction.
FUZZ-IEEE
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Chrysi S. Laspidou
2015 J jnl
Application of fuzzy cognitive maps in precision agriculture: a case study on coconut yield management of southern India's Malabar region.
Neural Comput. Appl.
L. S. Jayashree, Nidhil Palakkal, Elpiniki I. Papageorgiou, Konstantinos Papageorgiou
2015 — conf
Application of fuzzy cognitive maps to electricity consumption prediction.
NAFIPS/WConSC
Elpiniki I. Papageorgiou, Katarzyna Poczeta
2015 — conf
Fuzzy Cognitive Maps and Multi-step Gradient Methods for Prediction: Applications to Electricity Consumption and Stock Exchange Returns.
KES-IDT
Elpiniki I. Papageorgiou, Katarzyna Poczeta, Alexander Yastrebov, Chrysi S. Laspidou
2015 J jnl
Learning Fuzzy Cognitive Maps using Imperialist Competitive Algorithm.
Neural Comput. Appl.
Sadra Ahmadi, Nafiseh Forouzideh, Somayeh Alizadeh, Elpiniki I. Papageorgiou
2015 C conf
Learning fuzzy cognitive maps using Structure Optimization Genetic Algorithm.
FedCSIS
Katarzyna Poczeta, Alexander Yastrebov, Elpiniki I. Papageorgiou
2015 B conf
Linguistic Fuzzy Cognitive Map (LFCM) for pattern recognition.
FUZZ-IEEE
George A. Papakostas, Elpiniki I. Papageorgiou, Vassilis G. Kaburlasos
2015 — conf
Personalized Decision Support System Based on Clinical Practice Guidelines.
pHealth
Nassim Douali, Jos De Roo, Pauline Sweetman, Elpiniki I. Papageorgiou, Julien Dollon, Marie-Christine Jaulent
2014 J jnl
Development of application-specific adjacency models using fuzzy cognitive map.
J. Comput. Appl. Math.
Omid Motlagh, Tang Sai Hong, Seyed Mahdi Homayouni, George Grozev, Elpiniki I. Papageorgiou
2014 J jnl
Diagnosis Support System based on clinical guidelines: comparison between Case-Based Fuzzy Cognitive Maps and Bayesian Networks.
Comput. Methods Programs Biomed.
Nassim Douali, Csaba Huszka, Jos De Roo, Elpiniki I. Papageorgiou, Marie-Christine Jaulent
2014 — ch.
Employing Fuzzy Cognitive Map for Periodontal Disease Assessment.
Fuzzy Cognitive Maps for Applied Sciences and Engineering
Vijay Kumar Mago, Elpiniki I. Papageorgiou, Anjali Mago
2014 — ch.
Extended Evolutionary Learning of Fuzzy Cognitive Maps for the Prediction of Multivariate Time-Series.
Fuzzy Cognitive Maps for Applied Sciences and Engineering
Wojciech Froelich, Elpiniki I. Papageorgiou
2014 — book
Fuzzy Cognitive Maps for Applied Sciences and Engineering - From Fundamentals to Extensions and Learning Algorithms
Fuzzy Cognitive Maps for Applied Sciences and Engineering
Elpiniki I. Papageorgiou
2014 J jnl
Fuzzy grey cognitive maps and nonlinear Hebbian learning in process control.
Appl. Intell.
Jose L. Salmeron, Elpiniki I. Papageorgiou
2014 — ch.
Methods and Algorithms for Fuzzy Cognitive Map-based Modeling.
Fuzzy Cognitive Maps for Applied Sciences and Engineering
Elpiniki I. Papageorgiou, Jose L. Salmeron
2014 — ch.
Using Fuzzy Grey Cognitive Maps for Industrial Processes Control.
Fuzzy Cognitive Maps for Applied Sciences and Engineering
Jose L. Salmeron, Elpiniki I. Papageorgiou
2013 J jnl
A Review of Fuzzy Cognitive Maps Research During the Last Decade.
IEEE Trans. Fuzzy Syst.
Elpiniki I. Papageorgiou, Jose L. Salmeron
2013 B conf
A new classification scheme using artificial immune systems learning for fuzzy cognitive mapping.
FUZZ-IEEE
Arthi Kannappan, Elpiniki I. Papageorgiou
2013 B conf
A preliminary fuzzy cognitive map - based desicion support tool for geriatric depression assessment.
FUZZ-IEEE
Elpiniki I. Papageorgiou, Antonis S. Billis, Christos A. Frantzidis, Evdokimos I. Konstantinidis, Panagiotis D. Bamidis
2013 J jnl
Application of probabilistic and fuzzy cognitive approaches in semantic web framework for medical decision support.
Comput. Methods Programs Biomed.
Elpiniki I. Papageorgiou, Csaba Huszka, Jos De Roo, Nassim Douali, Marie-Christine Jaulent, Dirk Colaert
2013 Misc conf
Autonomous Navigation Applying Dynamic-Fuzzy Cognitive Maps and Fuzzy Logic.
AIAI
Márcio Mendonça, Ivan Rossato Chrun, Lúcia Valéria Ramos de Arruda, Elpiniki I. Papageorgiou
2013 Misc conf
Intelligent Systems Applied to the Control of an Industrial Mixer.
AIAI
Márcio Mendonça, Douglas Matsumoto, Lúcia V. R. Arruda, Elpiniki I. Papageorgiou
2013 J jnl
Intuitionistic Fuzzy Cognitive Maps.
IEEE Trans. Fuzzy Syst.
Elpiniki I. Papageorgiou, Dimitrios K. Iakovidis
2013 Misc conf
Particle Swarm Optimization Approach for Fuzzy Cognitive Maps Applied to Autism Classification.
AIAI
Panagiotis Oikonomou, Elpiniki I. Papageorgiou
2013 — ch.
Review Study on Fuzzy Cognitive Maps and Their Applications during the Last Decade.
Business Process Management
Elpiniki I. Papageorgiou
2013 — conf
Towards a hierarchically-structured decision support tool for improving seniors' independent living: the USEFIL decision support system.
PETRA
Antonis S. Billis, Elpiniki I. Papageorgiou, Christos A. Frantzidis, Evdokimos I. Konstantinidis, Panagiotis D. Bamidis
2012 — conf
A Fuzzy Cognitive Map for Identifying User Satisfaction from Smartphones.
Panhellenic Conference on Informatics
Vassilis C. Gerogiannis, Sotiria Papadopoulou, Elpiniki I. Papageorgiou
2012 J jnl
A Fuzzy Grey Cognitive Maps-based Decision Support System for radiotherapy treatment planning.
Knowl. Based Syst.
Jose L. Salmeron, Elpiniki I. Papageorgiou
2012 J jnl
Application of Evolutionary Fuzzy Cognitive Maps for Prediction of Pulmonary Infections.
IEEE Trans. Inf. Technol. Biomed.
Elpiniki I. Papageorgiou, Wojciech Froelich
2012 J jnl
Application of evolutionary fuzzy cognitive maps to the long-term prediction of prostate cancer.
Appl. Soft Comput.
Wojciech Froelich, Elpiniki I. Papageorgiou, Michael Samarinas, Konstantinos Skriapas
2012 — conf
Bagged Nonlinear Hebbian Learning Algorithm for Fuzzy Cognitive Maps Working on Classification Tasks.
SETN
Elpiniki I. Papageorgiou, Panagiotis Oikonomou, Arthi Kannappan
2012 J jnl
Formalization of treatment guidelines using Fuzzy Cognitive Maps and semantic web tools.
J. Biomed. Informatics
Elpiniki I. Papageorgiou, Jos De Roo, Csaba Huszka, Dirk Colaert
2012 J jnl
Fuzzy cognitive map ensemble learning paradigm to solve classification problems: Application to autism identification.
Appl. Soft Comput.
Elpiniki I. Papageorgiou, Arthi Kannappan
2012 J jnl
Fuzzy cognitive map software tool for treatment management of uncomplicated urinary tract infection.
Comput. Methods Programs Biomed.
Elpiniki I. Papageorgiou
2012 J jnl
Fuzzy cognitive maps and cellular automata: An evolutionary approach for social systems modelling.
Appl. Soft Comput.
Vijay Kumar Mago, Laurens Bakker, Elpiniki I. Papageorgiou, Azadeh Alimadad, Peter B. Borwein, Vahid Dabbaghian
2012 J jnl
How do you perceive environmental change? Fuzzy Cognitive Mapping informing stakeholder analysis for environmental policy making and non-market valuation.
Appl. Soft Comput.
Areti D. Kontogianni, Elpiniki I. Papageorgiou, Christos Tourkolias
2012 J jnl
Learning Algorithms for Fuzzy Cognitive Maps - A Review Study.
IEEE Trans. Syst. Man Cybern. Part C
Elpiniki I. Papageorgiou
2012 J jnl
Learning Fuzzy Grey Cognitive Maps using Nonlinear Hebbian-based approach.
Int. J. Approx. Reason.
Elpiniki I. Papageorgiou, Jose L. Salmeron
2012 J jnl
Multi-step prediction of pulmonary infection with the use of evolutionary fuzzy cognitive maps.
Neurocomputing
Elpiniki I. Papageorgiou, Wojciech Froelich
2012 J jnl
Supporting meningitis diagnosis amongst infants and children through the use of fuzzy cognitive mapping.
BMC Medical Informatics Decis. Mak.
Vijay Kumar Mago, Ravinder Mehta, Ryan Woolrych, Elpiniki I. Papageorgiou
2011 J jnl
A Fuzzy Inference Map approach to cope with uncertainty in modeling medical knowledge and making decisions.
Intell. Decis. Technol.
Elpiniki I. Papageorgiou
2011 J jnl
A new methodology for Decisions in Medical Informatics using fuzzy cognitive maps based on fuzzy rule-extraction techniques.
Appl. Soft Comput.
Elpiniki I. Papageorgiou
2011 J jnl
Analyzing the performance of fuzzy cognitive maps with non-linear hebbian learning algorithm in predicting autistic disorder.
Expert Syst. Appl.
Arthi Kannappan, A. Tamilarasi, Elpiniki I. Papageorgiou
2011 — ch.
Ant Colony Optimization and Data Mining.
Next Generation Data Technologies for Collective Computational Intelligence
Ioannis Michelakos, Nikolaos Mallios, Elpiniki I. Papageorgiou, Michael Vassilakopoulos
2011 B conf
Case Based Fuzzy Cognitive Maps (CBFCM): New method for medical reasoning: Comparison study between CBFCM/FCM.
FUZZ-IEEE
Nassim Douali, Elpiniki I. Papageorgiou, Jos De Roo, Marie-Christine Jaulent
2011 C conf
Comparison of Machine Learning Techniques using the WEKA Environment for Prostate Cancer Therapy Plan.
WETICE
Nikolaos Mallios, Elpiniki I. Papageorgiou, Michael Samarinas
2011 J jnl
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.
Elpiniki I. Papageorgiou, Athanasios T. Markinos, Theofanis A. Gemtos
2011 J jnl
Intuitionistic Fuzzy Cognitive Maps for Medical Decision Making.
IEEE Trans. Inf. Technol. Biomed.
Dimitrios K. Iakovidis, Elpiniki I. Papageorgiou
2011 B conf
Intuitionistic fuzzy reasoning with cognitive maps.
FUZZ-IEEE
Dimitrios K. Iakovidis, Elpiniki I. Papageorgiou
2011 B conf
Review study on fuzzy cognitive maps and their applications during the last decade.
FUZZ-IEEE
Elpiniki I. Papageorgiou
2010 C conf
A Hybrid Classification Algorithm Evaluated on Medical Data.
WETICE
Ioannis Michelakos, Elpiniki I. Papageorgiou, Michael Vassilakopoulos
2010 C conf
A Study of cAnt-Miner2 Parameters Using Medical Data Sets.
WETICE
Ioannis Michelakos, Elpiniki I. Papageorgiou, Michael Vassilakopoulos
2010 — conf
Ant Colony Optimization and Data Mining: Techniques and Trends.
3PGCIC
Ioannis Michelakos, Nikolaos Mallios, Elpiniki I. Papageorgiou, Michael Vassilakopoulos
2009 B conf
A fuzzy cognitive map based tool for prediction of infectious diseases.
FUZZ-IEEE
Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Georgia Karagianni, G. Kyriazopoulos, Dimitrios Sfyras
2009 J jnl
Application of fuzzy cognitive maps for cotton yield management in precision farming.
Expert Syst. Appl.
Elpiniki I. Papageorgiou, Athanasios T. Markinos, Theofanis Gemptos
2009 C conf
Fuzzy Cognitive Map Based Approach for Assessing Pulmonary Infections.
ISMIS
Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Georgia Karagianni, G. Kyriazopoulos, Dimitrios Sfyras
2009 C conf
Medical Decision Making through Fuzzy Computational Intelligent Approaches.
ISMIS
Elpiniki I. Papageorgiou
2008 — conf
Complementary use of Fuzzy Decision Trees and Augmented Fuzzy Cognitive Maps for Decision Making in Medical Informatics.
BMEI (1)
Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Dimitrios J. Apostolopoulos, P. J. Vassilakos
2008 B conf
Fuzzy Cognitive Map based decision support system for thyroid diagnosis management.
FUZZ-IEEE
Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Dimitrios J. Apostolopoulos, P. J. Vassilakos
2007 — conf
Enhanced Learning in Fuzzy Simulation Models Using Memetic Particle Swarm Optimization.
SIS
Yiannis G. Petalas, Konstantinos E. Parsopoulos, Elpiniki I. Papageorgiou, Petros P. Groumpos, Michael N. Vrahatis
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