| 2026 | ESANN | Effects of a Parametrized Neighborhood Family on the Quality of Self-Organizing Maps. | Csar Crdenas, Erzsbet Mernyi |
| 2023 | ESANN | SOM-based Classification and a Novel Stopping Criterion for Astroparticle Applications. | Luis Sanchez, Erzsbet Mernyi, Christopher D. Tunnell |
| 2021 | ESANN | A Parameterless t-SNE for Faithful Cluster Embeddings from Prototype-based Learning and CONN Similarity. | Joshua Taylor, Erzsbet Mernyi |
| 2012 | ESANN | gNBXe - a Reconfigurable Neuroprocessor for Various Types of Self-Organizing Maps. | Jan Lachmair, Erzsbet Mernyi, Mario Porrmann, Ulrich Rckert |
| 2012 | ESANN | Parallel neural hardware: the time is right. | Ulrich Rckert, Erzsbet Mernyi |
| 2012 | ESANN | Unmixing Hyperspectral Images with Fuzzy Supervised Self-Organizing Maps. | Thomas Villmann, Erzsbet Mernyi, William H. Farrand |
| 2010 | GRC | Learning Multiple Latent Variables with Self-Organizing Maps. | Lili Zhang, Erzsbet Mernyi |
| 2008 | DIS | Cluster Analysis in Remote Sensing Spectral Imagery through Graph Representation and Advanced SOM Visualization. | Kadim Tasdemir, Erzsbet Mernyi |
| 2008 | ESANN | Machine learning approches and pattern recognition for spectral data. | Thomas Villmann, Erzsbet Mernyi, Udo Seiffert |
| 2007 | IWANN | Fuzzy Labeled Self-Organizing Map for Classification of Spectra. | Thomas Villmann, Frank-Michael Schleif, Erzsbet Mernyi, Barbara Hammer |
| 2006 | ESANN | Data topology visualization for the Self-Organizing Map. | Kadim Tasdemir, Erzsbet Mernyi |
| 2006 | ESANN | Weighted differential topographic function: a refinement of topographic function. | Lili Zhang, Erzsbet Mernyi |
| 2004 | ESANN | Forbidden Magnification? I. | Abha Jain, Erzsbet Mernyi |
| 2004 | ESANN | Forbidden magnification? II. | Erzsbet Mernyi, Abha Jain |
| 2002 | ICANN | Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit. | Donald MacDonald, Emilio Corchado, Colin Fyfe, Erzsbet Mernyi |
| 1999 | ESANN | Estimating the intrinsic dimensionality of hyperspectral images. | Jrg Bruske, Erzsbet Mernyi |
| 1999 | ESANN | The challenges in spectral image analysis: an introduction, and review of ANN approaches. | Erzsbet Mernyi |
| 1998 | ESANN | Self-organizing ANNs for planetary surface composition research. | Erzsbet Mernyi |