Elpiniki I. Papageorgiou

Elpiniki I. Papageorgiou, Jose L. Salmeron: A Review of Fuzzy Cognitive Maps Research During the Last Decade. IEEE T. Fuzzy Systems 21(1): 66-79 (2013)

Elpiniki I. Papageorgiou, Dimitrios K. Iakovidis: Intuitionistic Fuzzy Cognitive Maps. IEEE T. Fuzzy Systems 21(2): 342-354 (2013)

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): 3725-3735 (2012)

Vijay Kumar Mago, Laurens Bakker, Elpiniki I. Papageorgiou, Azadeh Alimadad, Peter Borwein, Vahid Dabbaghian: Fuzzy cognitive maps and cellular automata: An evolutionary approach for social systems modelling. Appl. Soft Comput. 12(12): 3771-3784 (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): 3798-3809 (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): 3810-3817 (2012)

Elpiniki I. Papageorgiou: Fuzzy cognitive map software tool for treatment management of uncomplicated urinary tract infection. Computer Methods and Programs in Biomedicine 105(3): 233-245 (2012)

Elpiniki I. Papageorgiou, Jose L. Salmeron: Learning Fuzzy Grey Cognitive Maps using Nonlinear Hebbian-based approach. Int. J. Approx. Reasoning 53(1): 54-65 (2012)

Elpiniki I. Papageorgiou, Wojciech Froelich: Multi-step prediction of pulmonary infection with the use of evolutionary fuzzy cognitive maps. Neurocomputing 92: 28-35 (2012)

Elpiniki I. Papageorgiou, Jos De Roo, Csaba Huszka, Dirk Colaert: Formalization of treatment guidelines using Fuzzy Cognitive Maps and semantic web tools. Journal of Biomedical Informatics 45(1): 45-60 (2012)

Jose L. Salmeron, Elpiniki I. Papageorgiou: A Fuzzy Grey Cognitive Maps-based Decision Support System for radiotherapy treatment planning. Knowl.-Based Syst. 30: 151-160 (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 Med. Inf. & Decision Making 12: 98 (2012)

Elpiniki I. Papageorgiou, Wojciech Froelich: Application of Evolutionary Fuzzy Cognitive Maps for Prediction of Pulmonary Infections. IEEE Transactions on Information Technology in Biomedicine 16(1): 143-149 (2012)

Elpiniki I. Papageorgiou: Learning Algorithms for Fuzzy Cognitive Maps - A Review Study. IEEE Transactions on Systems, Man, and Cybernetics, Part C 42(2): 150-163 (2012)

Vassilis C. Gerogiannis, Sotiria Papadopoulou, Elpiniki I. Papageorgiou: A Fuzzy Cognitive Map for Identifying User Satisfaction from Smartphones. Panhellenic Conference on Informatics 2012: 156-161

Elpiniki I. Papageorgiou, Panagiotis Oikonomou, Arthi Kannappan: Bagged Nonlinear Hebbian Learning Algorithm for Fuzzy Cognitive Maps Working on Classification Tasks. SETN 2012: 157-164

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): 500-513 (2011)

Elpiniki I. Papageorgiou, Athanasios T. Markinos, T. 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): 3643-3657 (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): 1282-1292 (2011)

Elpiniki I. Papageorgiou: A Fuzzy Inference Map approach to cope with uncertainty in modeling medical knowledge and making decisions. Intelligent Decision Technologies 5(3): 219-235 (2011)

Dimitrios K. Iakovidis, Elpiniki I. Papageorgiou: Intuitionistic Fuzzy Cognitive Maps for Medical Decision Making. IEEE Transactions on Information Technology in Biomedicine 15(1): 100-107 (2011)

Dimitrios K. Iakovidis, Elpiniki I. Papageorgiou: Intuitionistic fuzzy reasoning with cognitive maps. FUZZ-IEEE 2011: 821-827

Elpiniki I. Papageorgiou: Review study on fuzzy cognitive maps and their applications during the last decade. FUZZ-IEEE 2011: 828-835

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: 844-850

Nikolaos Mallios, Elpiniki I. Papageorgiou, Michael Samarinas: Comparison of Machine Learning Techniques using the WEKA Environment for Prostate Cancer Therapy Plan. WETICE 2011: 151-155

Ioannis Michelakos, Nikolaos Mallios, Elpiniki I. Papageorgiou, Michael Vassilakopoulos: Ant Colony Optimization and Data Mining. Next Generation Data Technologies for Collective Computational Intelligence 2011: 31-60

Ioannis Michelakos, Nikolaos Mallios, Elpiniki I. Papageorgiou, Michael Vassilakopoulos: Ant Colony Optimization and Data Mining: Techniques and Trends. 3PGCIC 2010: 284-289

Ioannis Michelakos, Elpiniki I. Papageorgiou, Michael Vassilakopoulos: A Hybrid Classification Algorithm Evaluated on Medical Data. WETICE 2010: 98-103

Ioannis Michelakos, Elpiniki I. Papageorgiou, Michael Vassilakopoulos: A Study of cAnt-Miner2 Parameters Using Medical Data Sets. WETICE 2010: 119-121

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): 12399-12413 (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: 2094-2099

Elpiniki I. Papageorgiou: Medical Decision Making through Fuzzy Computational Intelligent Approaches. ISMIS 2009: 99-108

Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Georgia Karagianni, G. Kyriazopoulos, Dimitrios Sfyras: Fuzzy Cognitive Map Based Approach for Assessing Pulmonary Infections. ISMIS 2009: 109-118

Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Dimitrios Apostolopoulos, P. Vassilakos: Complementary use of Fuzzy Decision Trees and Augmented Fuzzy Cognitive Maps for Decision Making in Medical Informatics. BMEI (1) 2008: 888-892

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: 1204-1211