 | 2011 |
| 24 |  | Michael Biehl,
Barbara Hammer,
Erzsébet Merényi,
Alessandro Sperduti,
Thomas Villmann:
Learning in the context of very high dimensional data (Dagstuhl Seminar 11341).
Dagstuhl Reports 1(8): 67-95 (2011) |
| 23 |  | Kadim Tasdemir,
Erzsébet Merényi:
A Validity Index for Prototype-Based Clustering of Data Sets With Complex Cluster Structures.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(4): 1039-1053 (2011) |
| 2010 |
| 22 |  | Lili Zhang,
Erzsébet Merényi:
Learning Multiple Latent Variables with Self-Organizing Maps.
GrC 2010: 609-614 |
| 21 |  | Brian D. Bue,
Erzsébet Merényi,
Beáta Csathó:
Automated Labeling of Materials in Hyperspectral Imagery.
IEEE T. Geoscience and Remote Sensing 48(11): 4059-4070 (2010) |
| 2009 |
| 20 |  | Erzsébet Merényi,
Kadim Tasdemir,
Lili Zhang:
Learning Highly Structured Manifolds: Harnessing the Power of SOMs.
Similarity-Based Clustering 2009: 138-168 |
| 19 |  | Lili Zhang,
Erzsébet Merényi,
William M. Grundy,
Eliot F. Young:
An SOM-Hybrid Supervised Model for the Prediction of Underlying Physical Parameters from Near-Infrared Planetary Spectra.
WSOM 2009: 362-371 |
| 18 |  | Kadim Tasdemir,
Erzsébet Merényi:
Exploiting Data Topology in Visualization and Clustering of Self-Organizing Maps.
IEEE Transactions on Neural Networks 20(4): 549-562 (2009) |
| 2008 |
| 17 |  | Kadim Tasdemir,
Erzsébet Merényi:
Cluster Analysis in Remote Sensing Spectral Imagery through Graph Representation and Advanced SOM Visualization.
Discovery Science 2008: 259-271 |
| 16 |  | Thomas Villmann,
Erzsébet Merényi,
Udo Seiffert:
Machine learning approches and pattern recognition for spectral data.
ESANN 2008: 433-444 |
| 15 |  | Michael J. Mendenhall,
Erzsébet Merényi:
Relevance-Based Feature Extraction for Hyperspectral Images.
IEEE Transactions on Neural Networks 19(4): 658-672 (2008) |
| 2007 |
| 14 |  | Thomas Villmann,
Frank-Michael Schleif,
Erzsébet Merényi,
Barbara Hammer:
Fuzzy Labeled Self-Organizing Map for Classification of Spectra.
IWANN 2007: 556-563 |
| 13 |  | Erzsébet Merényi,
Abha Jain,
Thomas Villmann:
Explicit Magnification Control of Self-Organizing Maps for "Forbidden" Data.
IEEE Transactions on Neural Networks 18(3): 786-797 (2007) |
| 12 |  | Michael Biehl,
Erzsébet Merényi,
Fabrice Rossi:
Advances in computational intelligence and learning.
Neurocomputing 70(7-9): 1117-1119 (2007) |
| 2006 |
| 11 |  | Lili Zhang,
Erzsébet Merényi:
Weighted differential topographic function: a refinement of topographic function.
ESANN 2006: 13-18 |
| 10 |  | Kadim Tasdemir,
Erzsébet Merényi:
Data topology visualization for the Self-Organizing Map.
ESANN 2006: 277-282 |
| 2004 |
| 9 |  | Abha Jain,
Erzsébet Merényi:
Forbidden Magnification? I.
ESANN 2004: 51-56 |
| 8 |  | Erzsébet Merényi,
Abha Jain:
Forbidden magnification? II.
ESANN 2004: 57-62 |
| 7 |  | Erzsébet Merényi,
William H. Farrand,
Philip Tracadas:
Mapping Surface Materials on Mars from Mars Pathfinder Spectral Images with HYPEREYE.
ITCC (2) 2004: 607-614 |
| 2003 |
| 6 |  | Thomas Villmann,
Erzsébet Merényi,
Barbara Hammer:
Neural maps in remote sensing image analysis.
Neural Networks 16(3-4): 389-403 (2003) |
| 2002 |
| 5 |  | Donald MacDonald,
Emilio Corchado,
Colin Fyfe,
Erzsébet Merényi:
Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit.
ICANN 2002: 649-654 |
| 1999 |
| 4 |  | Jörg Bruske,
Erzsébet Merényi:
Estimating the intrinsic dimensionality of hyperspectral images.
ESANN 1999: 105-110 |
| 3 |  | Erzsébet Merényi:
The challenges in spectral image analysis: an introduction, and review of ANN approaches.
ESANN 1999: 93-98 |
| 1998 |
| 2 |  | Erzsébet Merényi:
Self-organizing ANNs for planetary surface composition research.
ESANN 1998: 197-202 |
| 1 |  | Erzsébet Merényi,
Scott A. Starks,
Karen Villaverde:
Hyper-Spectral Satellite Images: Interval Methods May Be Helpful.
Reliable Computing 4(4): 395-397 (1998) |