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1

Neural maps in remote sensing image analysis

Thomas Villmann, Erzsébet Merényi, Barbara Hammer

Journal:

Neural Networks

Année:

2003

Langue:

english

Fichier:

PDF, 1.17 MB

english, 2003

2

Foreword to the Special Issue on Machine Learning for Remote Sensing Data Processing

Tuia, Devis, Merenyi, Erzsebet, Jia, Xiuping, Grana-Romay, Manuel

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Année:

2014

Langue:

english

Fichier:

PDF, 199 KB

english, 2014

3

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps and Learning Vector Quantization Volume 428 || Modular Self-Organizing Control for Linear and Nonlinear Systems

Merényi, Erzsébet, Mendenhall, Michael J., O'Driscoll, Patrick

Année:

2016

Langue:

english

Fichier:

PDF, 1.68 MB

english, 2016

4

Foreword to the Focus Issue on Machine Intelligence in Astronomy and Astrophysics

Longo, Giuseppe, Merényi, Erzsébet, Tiňo, Peter

Journal:

Publications of the Astronomical Society of the Pacific

Année:

2019

Langue:

english

Fichier:

PDF, 160 KB

english, 2019

5

Mapping of Spectral Variations on the Surface of Mars from High Spectral Resolution Telescopic Images

Erzsébet Merényi, Robert B. Singer, Jeffrey S. Miller

Journal:

Année:

1996

Langue:

english

Fichier:

PDF, 553 KB

english, 1996

6

Deucalionis Regio, Mars: Evidence for a New Type of Immobile Weathered Soil Unit

Erzsébet Merényi, Kenneth S. Edgett, Robert B. Singer

Journal:

Année:

1996

Langue:

english

Fichier:

PDF, 471 KB

english, 1996

7

Prediction of Water in Asteroids from Spectral Data Shortward of 3 μm

Erzsébet Merényi, Ellen S. Howell, Andrew S. Rivkin, Larry A. Lebofsky

Journal:

Année:

1997

Langue:

english

Fichier:

PDF, 1.38 MB

english, 1997

8

Retrieval of apparent surface reflectance from AVIRIS data: A comparison of empirical line, radiative transfer, and spectral mixture methods

William H. Farrand, Robert B. Singer, Erzsébet Merényi

Journal:

Remote Sensing of Environment

Année:

1994

Langue:

english

Fichier:

PDF, 1.07 MB

english, 1994

9

Advances in computational intelligence and learning

Michael Biehl, Erzsébet Merényi, Fabrice Rossi

Journal:

Année:

2007

Langue:

english

Fichier:

PDF, 99 KB

english, 2007

10

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - A new cluster validity index for prototype based clustering algorithms based on inter- and intra-cluster density

Tasdemir, Kadim, Merenyi, Erzsebet

Année:

2007

Langue:

english

Fichier:

PDF, 682 KB

english, 2007

11

Classification of hyperspectral imagery with neural networks: comparison to conventional tools

Merényi, Erzsébet, Farrand, William H, Taranik, James V, Minor, Timothy B

Journal:

EURASIP Journal on Advances in Signal Processing

Année:

2014

Langue:

english

Fichier:

PDF, 2.39 MB

english, 2014

12

[IEEE 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Reykjavik, Iceland (2010.06.14-2010.06.16)] 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - Using spatial correspondences for hyperspectral knowledge transfer: Evaluation on synthetic data

Bue, Brian D., Merenyi, Erzsebet

Année:

2010

Langue:

english

Fichier:

PDF, 945 KB

english, 2010

13

[IEEE 2007 IEEE International Conference on System of Systems Engineering - San Antonio, TX, USA (2007.04.16-2007.04.18)] 2007 IEEE International Conference on System of Systems Engineering - Min(d)ing the small details: discovery of critical knowledge through precision manifold learning, and application to onboard decision support

Merenyi, Erzsebet, Zhang, Lili, Tasdemir, Kadim

Année:

2007

Langue:

english

Fichier:

PDF, 7.35 MB

english, 2007

14

[IEEE 2008 IEEE Aerospace Conference - Big Sky, MT, USA (2008.03.1-2008.03.8)] 2008 IEEE Aerospace Conference - Novel Algorithms for Optimal Compression Using Classification Metrics

Xie, Bei, Bose, Tamal, Merenyi, Erzsebet

Année:

2008

Langue:

english

Fichier:

PDF, 4.36 MB

english, 2008

15

[IEEE 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Chicago, IL (2014.8.26-2014.8.30)] 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - SOM and MCODE methods of defining functional clusters in MRI of the brain

O'Driscoll, Patrick, Merenyi, Erzsebet, Karmonik, Christof, Grossman, Robert

Année:

2014

Langue:

english

Fichier:

PDF, 889 KB

english, 2014

16

[IEEE 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - Lisbon, Portugal (2011.06.6-2011.06.9)] 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) - An evaluation of class knowledge transfer from synthetic to real hyperspectral imagery

Bue, Brian D., Merenyi, Erzsebet, Csatho, Beata

Année:

2011

Langue:

english

Fichier:

PDF, 618 KB

english, 2011

17

[IEEE 2010 IEEE International Conference on Granular Computing (GrC-2010) - San Jose, CA, USA (2010.08.14-2010.08.16)] 2010 IEEE International Conference on Granular Computing - Learning Multiple Latent Variables with Self-Organizing Maps

Zhang, Lili, Merényi, Erzsébet

Année:

2010

Langue:

english

Fichier:

PDF, 650 KB

english, 2010

18

[IEEE 2006 IEEE Mountain Workshop on Adaptive and Learning Systems - Loga, UT, USA (2006.7.24-2006.7.24)] 2006 IEEE Mountain Workshop on Adaptive and Learning Systems - Relevance-based Feature Extraction from Hyperspectral Images in the Complex Wavelet Domain

Mendenhall, Michael, Merenyi, Erzsebet

Année:

2006

Langue:

english

Fichier:

PDF, 261 KB

english, 2006

19

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps and Learning Vector Quantization Volume 428 || Reliable Clustering Quality Estimation from Low to High Dimensional Data

Merényi, Erzsébet, Mendenhall, Michael J., O'Driscoll, Patrick

Année:

2016

Langue:

english

Fichier:

PDF, 127 KB

english, 2016

20

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps and Learning Vector Quantization Volume 428 || A Study on GMLVQ Convex and Non-convex Regularization

Merényi, Erzsébet, Mendenhall, Michael J., O'Driscoll, Patrick

Année:

2016

Langue:

english

Fichier:

PDF, 471 KB

english, 2016

21

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps and Learning Vector Quantization Volume 428 || A Scalable Flexible SOM NoC-Based Hardware Architecture

Merényi, Erzsébet, Mendenhall, Michael J., O'Driscoll, Patrick

Année:

2016

Langue:

english

Fichier:

PDF, 639 KB

english, 2016

22

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps and Learning Vector Quantization Volume 428 ||

Merényi, Erzsébet, Mendenhall, Michael J., O'Driscoll, Patrick

Année:

2016

Langue:

english

Fichier:

PDF, 13.08 MB

english, 2016

23

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps and Learning Vector Quantization Volume 428 || Using SOMs to Gain Insight into Human Language Processing

Merényi, Erzsébet, Mendenhall, Michael J., O'Driscoll, Patrick

Année:

2016

Langue:

english

Fichier:

PDF, 40 KB

english, 2016

24

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps and Learning Vector Quantization Volume 428 || Low-Rank Kernel Space Representations in Prototype Learning

Merényi, Erzsébet, Mendenhall, Michael J., O'Driscoll, Patrick

Année:

2016

Langue:

english

Fichier:

PDF, 796 KB

english, 2016

25

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps and Learning Vector Quantization Volume 428 || Modeling Diversity in Ensembles for Time-Series Prediction Based on Self-Organizing Maps

Merényi, Erzsébet, Mendenhall, Michael J., O'Driscoll, Patrick

Année:

2016

Langue:

english

Fichier:

PDF, 448 KB

english, 2016

26

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps and Learning Vector Quantization Volume 428 || Optimization of Statistical Evaluation Measures for Classification by Median Learning Vector Quantization

Merényi, Erzsébet, Mendenhall, Michael J., O'Driscoll, Patrick

Année:

2016

Langue:

english

Fichier:

PDF, 159 KB

english, 2016

27

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps and Learning Vector Quantization Volume 428 || Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering

Merényi, Erzsébet, Mendenhall, Michael J., O'Driscoll, Patrick

Année:

2016

Langue:

english

Fichier:

PDF, 473 KB

english, 2016

28

SPIE Proceedings [SPIE SPIE Defense and Security Symposium - Orlando, FL (Sunday 16 March 2008)] Space Exploration Technologies - Intelligent information extraction to aid science decision making in autonomous space exploration

Merényi, Erzsébet, Fink, Wolfgang, Tasdemir, Kadim, Farrand, William H.

Année:

2008

Langue:

english

Fichier:

PDF, 1.23 MB

english, 2008

29

SPIE Proceedings [SPIE SPIE's 1995 International Symposium on Optical Science, Engineering, and Instrumentation - San Diego, CA (Sunday 9 July 1995)] Wavelet Applications in Signal and Image Processing III - Classification of hyperspectral images using wavelet transforms and neural networks

Moon, Thomas S., Merenyi, Erzsebet, Laine, Andrew F., Unser, Michael A.

Année:

1995

Langue:

english

Fichier:

PDF, 1.24 MB

english, 1995

30

SPIE Proceedings [SPIE AeroSense '97 - Orlando, FL (Monday 21 April 1997)] Algorithms for Multispectral and Hyperspectral Imagery III - Wavelet transform as a preprocessing step for classifying AVIRIS scenes

Moon, Thomas S., Merenyi, Erzsebet, Iverson, A. Evan, Shen, Sylvia S.

Année:

1997

Langue:

english

Fichier:

PDF, 667 KB

english, 1997

31

Inference of Surface Parameters from Near-Infrared Spectra of Crystalline H2O Ice with Neural Learning

Lili Zhang, Erzsébet Merényi, William M. Grundy and Eliot F. Young

Journal:

Publications of the Astronomical Society of the Pacific

Année:

2010

Langue:

english

Fichier:

PDF, 9.09 MB

english, 2010

32

[IEEE 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Athens, Greece (2016.12.6-2016.12.9)] 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Mining complex hyperspectral ALMA cubes for structure with neural machine learning

Merenyi, Erzsebet, Taylor, Joshua, Isella, Andrea

Année:

2016

Langue:

english

Fichier:

PDF, 1.30 MB

english, 2016

33

Deep data: discovery and visualization Application to hyperspectral ALMA imagery

Merényi, Erzsébet, Taylor, Joshua, Isella, Andrea

Journal:

Proceedings of the International Astronomical Union

Année:

2016

Langue:

english

Fichier:

PDF, 596 KB

english, 2016

34

[IEEE 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM) - Nancy, France (2017.6.28-2017.6.30)] 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM) - SOM-empowered graph segmentation for fast automatic clustering of large and complex data

Merenyi, Erzsebet, Taylor, Joshua

Année:

2017

Langue:

english

Fichier:

PDF, 3.35 MB

english, 2017

35

[IEEE 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM) - Nancy, France (2017.6.28-2017.6.30)] 2017 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM) - Using spatial characteristics to aid automation of SOM segmentation of functional image data

O'Driscoll, Patrick, Merenyi, Erzsebet, Grossman, Robert

Année:

2017

Langue:

english

Fichier:

PDF, 1.34 MB

english, 2017

36

Empowering graph segmentation methods with SOMs and CONN similarity for clustering large and complex data

Merényi, Erzsébet, Taylor, Joshua

Journal:

Neural Computing and Applications

Année:

2019

Langue:

english

Fichier:

PDF, 6.39 MB

english, 2019