| 2015 | EANN | Predicting and classifying short non-coding RNAs using a multiclass evolutionary methodology. | Vasiliki Retsi, Ianthi Aggeliki Leonti, Aigli Korfiati, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi |
| 2013 | EANN | Enhanced Weighted Restricted Neighborhood Search Clustering: A Novel Algorithm for Detecting Human Protein Complexes from Weighted Protein-Protein Interaction Graphs. | Christos M. Dimitrakopoulos, Konstantinos A. Theofilatos, Andreas Pegkas, Spiros Likothanassis, Seferina Mavroudi |
| 2013 | EANN | AppendicitisScan Tool: A New Tool for the Efficient Classification of Childhood Abdominal Pain Clinical Cases Using Machine Learning Tools. | Athanasios Mitroulias, Konstantinos A. Theofilatos, Spiros Likothanassis, Seferina Mavroudi |
| 2012 | EANN | Efficient Computational Prediction and Scoring of Human Protein-Protein Interactions Using a Novel Gene Expression Programming Methodology. | Konstantinos A. Theofilatos, Christos M. Dimitrakopoulos, Maria A. Antoniou, Efstratios F. Georgopoulos, Stergios Papadimitriou, Spiros Likothanassis, Seferina Mavroudi |
| 2009 | EANN | Revealing the Structure of Childhood Abdominal Pain Data and Supporting Diagnostic Decision Making. | Adam V. Adamopoulos, Mirto Ntasi, Seferina Mavroudi, Spiros Likothanassis, Lazaros S. Iliadis, George C. Anastassopoulos |
| 2003 | ICANN | Integrating Supervised and Unsupervised Learning in Self Organizing Maps for Gene Expression Data Analysis. | Seferina Mavroudi, Andrei Dragomir, Stergios Papadimitriou, Anastasios Bezerianos |
| 2001 | PAKDD | Generalised RBF Networks Trained Using an IBL Algorithm for Mining Symbolic Data. | Liviu Vladutu, Stergios Papadimitriou, Seferina Mavroudi, Anastasios Bezerianos |