Erzsébet Merényi, Scientific Publications                           Updated: January, 2005

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BOOK CHAPTER

IN PREPARATION

REFEREED JOURNALS and REFEREED CONFERENCE PROCEEDINGS

Merényi, E., (2004) Neural Maps for Precision Data Mining: Application to Planetary Spectral Images. Proc. Jordan Int’l Conference in Computer Science and Engineering, Al-Balqa University, Salt / Amman, Jordan, Oct 4 -7, 2004.

Merényi, E., Jain, A., Farrand, W.H. (2004) Applications of SOM magnification to data mining. WSEAS Trans. on Systems, 3(5), July, 2004, pp 2122-2128.

Jain, A., Merényi, E.(2004) Forbidden Magnification? I. Proc. 12th European Symposium on Artificial Neural Networks, ESANN'2004, Bruges, Belgium, 28-30 April, 2004, pp 51 - 56.

Merényi, E., Jain, A., (2004) Forbidden Magnification? II. Proc. 12th European Symposium on Artificial Neural Networks, ESANN'2004, Bruges, Belgium, 28-30 April, 2004, pp 57 - 62.

Merényi, E., Farrand, W.H., Tracadas, P. (2004) Mapping Surface Materials on Mars From Mars Pathfinder Spectral Images With HYPEREYE. Proc. International Conference on Information Technology (ITCC 2004), April 5-7, 2004, Las Vegas, NV, USA. vol II, pp 607 - 614

Villmann, T., Merényi, E. Hammer. B. (2003) Neural Maps in Remote Sensing Image Analysis. Neural Networks, Special Issue on Self-Organizing Maps for Analysis of Complex Scientific Data. 16:(3-4) pp. 389-403.

Rudd, L., Merényi, E. (2003) The Use of AVIRIS Imagery To Assess Clay Mineralogy and Debris-Flow Potential In Cataract Canyon, Utah: a Preliminary Report. In Summaries of the Twelve Annual JPL Airborne Earth Science Workshop, Pasadena, CA, February, 2003 (Ed. R.O.Green)

McDonald, D., Corchado, E., Fyfe, C., Merényi, E. (2002) Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit.  Proc. Int'l Conf. on Artificial Neural Networks, Madrid, Spain, August 27-30, 2002.

Merényi, T. Villmann (2002) Self-Organizing Neural Net Approaches For Hyperspectral Images. Proc. International Conference on Intelligent Computing and Information Systems, Cairo, Egypt, Jun e 24 - 26, 2002.Summary of invited talk.

Farison, J. B., Vanjara, U.,Merényi, E. (2000) AVIRIS Image Compression With Orthogonal Projection and KL Transforms. Proc. IASTED Int'l Conference, SIGNAL AND IMAGE PROCESSING, Las Vegas, Nevada, Nov 19-23, 2000, Ed. M. H. Hamza, IASTED/ACTA Press, ISBN 0-8898 6-308-3 pp 52-57

Merényi, E., Farrand, W.H., Stevens, L.E., Melis, T.S., and Chhibber, K. (2000) Mapping Colorado River Ecosystem Resources In Glen Canyon: Analysis of Hyperspectral Low-Altitude AVIRIS Imagery. Proc. ERIM, 14th Int'l Conference and Workshops on Applied Geologic Remote Sensing, 4-6 November, 2000, Las Vegas, Nevada, pp 44-51.

Merényi, E. (2000) ``Precision Mining" of High-Dimensional Patterns with Self-Organizing Maps: Interpretation of Hyperspectral Images. In "Quo Vadis Computational Intelligence: New Trends and Approaches in Computational Intelligence. Studies in Fuzziness and Soft Computing", Vol. 54, Peter Sincak, Jan Vascak, Eds., Physica-Verlag

Merényi, E., Farrand, W.H., Stevens, L.E., Melis, T.S., and Chhibber, K. (2000) Studying the Potential For Monitoring Colorado River Ecosystem Resources Below Glen Canyon DamUsing Low-Altitude AVIRIS Data. In Summaries of the Tenth Annual JPL Airborne Earth Science Workshop, Pasadena, CA, February 23-25, 2000. Vol. 1: AVIRIS Workshop, Ed. R.O.Green

Farison, J.B., Vanjara, U., Merényi, E. (2000) Feature extraction using the OP filter, Proc. Int'l Conf. on Imaging Science, Systems, and Technology (CISST'2000), Las Vegas, Nevada, June 26--29, 2000, I:223-229

Villmann, T., Merényi, E. (1999) Extensions and Modifications of SOM and itsApplication in Satellite Remote Sensoring Processing, 2nd Int'l Computer Science Conventions Symposium on Neural Computation, NC'2000, May 23-26, 2000, Berlin, Germany. Submitted.

Merényi, E.(1999) The Challenges in Spectral Image Analysis: an Introduction,and Review of ANN Approaches, Proc. European Symposium on Artificial Neural Networks, ESANN99,,Bruges, Belgium, 21-23 April, 1999, pp 93-98.

Bruske, J., Merényi, E. (1999) Estimating the Intrinsic Dimensionality of Hyperspectral Images, Proc. European Symposium on Artificial Neural Networks, ESANN99, Bruges, Belgium, 21-23 April, 1999, pp 105-110.

Merényi, E., Sumin-Finn, V., Penn, B.S. (1999) Mineral Exploration by Using Hyperspectral Image Classification and ``Doming" Delineation, Proc. ERIM, 13th Int'l Conference and Workshops on Applied Geologic Remote Sensing, 1-3 March, 1999, Vancouver, British Columbia, Canada, I. pp. 308-315.

Merényi, E., Starks, S., Villaverde, K. (1998) Hyperspectral satellite images: interval methods may be helpful, Reliable Computing, 4:4, pp 39--397.

Merényi, E. (1998) Self-Organizing ANNs for Planetary Surface Composition Research, Proc. European Symposium on Artificial Neural Networks, ESANN98, Bruges, Belgium, 22-24 April, 1998, pp 197-202.

Merényi, E. (1998) Hyperspectral Images: Why They Deserve a Different Treatment, Proc. GIS, Airborne Remote Sensing and Geospatial Clearinghouse Workshop, Hungarian Geological Institute, Budapest,Feb 19-20, 1998, pp 11-12. Extended abstract of invited talk.

Merényi, E. (1998) Case Studies from Spectral Images and Geophysical Data, Proc. GIS, Airborne Remote Sensing and Geospatial Clearinghouse Workshop, Hungarian Geological Institute, Budapest, Feb 19-20, 1998, pp 23-24. Extended abstract of invited talk.

Merényi, E., E.S. Howell, L.A. Lebofsky, A.S. Rivkin (1997) Prediction of Water In Asteroids from Spectral Data Shortward of 3 Microns, ICARUS, 129, pp 421-439.

Merényi, E., McEwen, A.S., Robinson, M.S., and Craddock, R.A. (1997) Spectral Mapping of Mare Moscoviense, Lunar Farside, from Clementine UVVIS Data, Proc. Lunar Planet. Sci. Conf. XXVIII.  Extended abstract.

Moon, T., and Merényi, E. (1997) Wavelet transforms as a preprocessing step for classifying AVIRIS scenes, Proc.11th SPIE Annual Int'l Symposium on Aerospace/Defense Sensing, Simulation, and Controls, 20-25 April 1997, Orlando, FL

Merényi, E., Singer, R.B., Miller, J.S. (1996) Mapping of Spectral Variations On the Surface of Mars From High Spectral Resolution Telescopic Images, ICARUS, 124, 280-295.

Merényi, E., Edgett, K.S., and Singer, R.B. (1996) Deucalionis Regio, Mars: Evidence For a New Type of Immobile Weathered Soil Unit, ICARUS, 124, pp 296-307.

Murchie, S., Merényi, E., Singer, R.B., and Kirkland, L. (1996) Visible-NIR Spectroscopic Evidence for the Composition of Low-Albedo Altered Soils on Mars. Lunar & Planetary Science Conference XXVII, pp. 919-920.

Merényi, E., Taranik, J.V., Minor, T.B., and Farrand, W.H. (1996) Quantitative Comparison of Neural Network and ConventionalClassifiers For Hyperspectral Imagery, In Summaries of the Sixth Annual JPL Airborne Earth Science Workshop, Pasadena, CA, March 4-8, 1996, Vol.1: AVIRIS Workshop. (Ed. R.O.Green).

Moon, T. and Merényi, E. (1995) Classification of hyperspectral images using wavelet transforms and neural networks. Proc. of the Annual SPIE Conference, 2569, July 9-14, San Diego, CA.

Howell, E. S., Merényi, E., L. A. Lebofsky (1994) Using Neural Networks to Classify Asteroid Spectra. J. Geophys. Res. 99 No. E5, pp. 10,847-10,865.

Farrand, W. H., Singer, R. B., and Merényi, E. (1994) Calibration of AVIRIS Data to Reflectance: A Comparision of Empirical Line, Radiative Transfer and Spectral Mixture Methods. Remote Sens. Environ. 47, pp. 311-321.

 

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