| 2012 | BIBE | The challenge of modeling Decision support systems for medical problems using Fuzzy Cognitive Maps: An overview. | Peter P. Groumpos |
| 2012 | BIBE | A theoretical mathematical modeling of Parkinson's disease using Fuzzy Cognitive Maps. | Peter P. Groumpos, Antigoni P. Anninou |
| 2006 | KES | Combining Fuzzy Cognitive Maps with Support Vector Machines for Bladder Tumor Grading. | Elpiniki Papageorgiou, George K. Georgoulas, Chrysostomos D. Stylios, George Nikiforidis, Peter P. Groumpos |
| 2004 | GECCO | Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems. | Konstantinos E. Parsopoulos, Elpiniki Papageorgiou, Peter P. Groumpos, Michael N. Vrahatis |
| 2004 | ICAISC | Fuzzy Cognitive Maps Learning through Swarm Intelligence. | Elpiniki Papageorgiou, Konstantinos E. Parsopoulos, Peter P. Groumpos, Michael N. Vrahatis |
| 2004 | ICAISC | The Challenge of Soft Computing Techniques for Tumor Characterization. | Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos |
| 2004 | ICCS | A Weight Adaptation Method for Fuzzy Cognitive Maps to a Process Control Problem. | Elpiniki Papageorgiou, Peter P. Groumpos |
| 2004 | IJCNN | Classification of fetal heart rate during labour using hidden Markov models. | George G. Georgoulas, Chrysostomos D. Stylios, George Nokas, Peter P. Groumpos |
| 2004 | IJCNN | The challenge of using unsupervised learning algorithms for fuzzy cognitive maps. | Elpiniki I. Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos |
| 2003 | CEC | A first study of fuzzy cognitive maps learning using particle swarm optimization. | Konstantinos E. Parsopoulos, Elpiniki I. Papageorgiou, Peter P. Groumpos, Michael N. Vrahatis |
| 2001 | EUSFLAT | Learning algorithms for fuzzy cognitive maps. | Elpiniki Papageorgiou, Chrysostomos D. Stylios, Peter P. Groumpos |