| 2013 | BIBE | Resting state fMRI analysis using a spatial regression mixture model. | Vangelis P. Oikonomou, Konstantinos Blekas, Loukas G. Astrakas |
| 2013 | IJCAI | Linear Bayesian Reinforcement Learning. | Nikolaos Tziortziotis, Christos Dimitrakakis, Konstantinos Blekas |
| 2012 | ICDM | The Mixture of Multi-kernel Relevance Vector Machines Model. | Konstantinos Blekas, Aristidis Likas |
| 2012 | ICTAI | A Model Based Reinforcement Learning Approach Using On-Line Clustering. | Nikolaos Tziortziotis, Konstantinos Blekas |
| 2011 | AAAI | A Bayesian Reinforcement Learning framework Using Relevant Vector Machines. | Nikolaos Tziortziotis, Konstantinos Blekas |
| 2009 | ICANN | Newtonian Spectral Clustering. | Konstantinos Blekas, K. Christodoulidou, Isaac E. Lagaris |
| 2007 | ICANN | Split-Merge Incremental LEarning (SMILE) of Mixture Models. | Konstantinos Blekas, Isaac E. Lagaris |
| 2007 | ICTAI | Curve Clustering with Spatial Constraints for Analysis of Spatiotemporal Data. | Konstantinos Blekas, Christophoros Nikou, Nikolas P. Galatsanos, Nikolaos V. Tsekos |
| 2007 | MMSP | New Detectors for Watermarks with Unknown Power Based on Student-t Image Priors. | Antonis Mairgiotis, Giannis K. Chantas, Nikolaos Galatsanos, Konstantinos Blekas, Yongyi Yang |
| 2003 | ICANN | Protein Sequence Classification Using Probabilistic Motifs and Neural Networks. | Konstantinos Blekas, Dimitrios I. Fotiadis, Aristidis Likas |
| 2003 | ICIP | An unsupervised artifact correction approach for the analysis of DNA microarray images. | Konstantinos Blekas, Nikolas P. Galatsanos, Ion Georgiou |
| 1997 | ICTAI | A Fuzzy Neural Network Approach to Classification Based on Proximity Characteristics of Patterns. | Konstantinos Blekas, Aristidis Likas, Andreas Stafylopatis |