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Veröffentlichungen Neuronale Netze

PUBLICATIONS

  • Karin Haese, Georg Ruppert: Verhaltensmustern auf der Spur: Data Mining Agenten analysieren Digital Banking, MIS Kongress Messe 2000, Mannheim, Germany, September 2000.
  • Karin Haese, Geoffrey J. Goodhill: Auto-SOM: Recursive Parameter Estimation for Guidance of Self-Organizing Feature Maps, Neural Computation, vol. 13, pp. 595-619, 2001.
  • Karin Haese: Kalman-Filter Implementation of Self-Organizing Feature Maps, Neural Computation, vol. 11, pp. 1211-1233, June 1999.
  • Karin Haese: Self-Organizing Feature Map with Self-Adjusting Learning Parameters, IEEE Transactions on Neural Network, vol. 9, no. 6, November 1998.
  • Karin Haese: Object Identification on Airports Using Radial Basis Function Networks, Proc. of Conference on Neural Computation, Vienna, Austria, September, 1998.
  • Karin Haese: Fast Self-Growing and Self-Organizing Feature Map using Automatic Learning Parameters, Proc. of Conference on Neural Computation, Vienna, Austria, September, 1998.
  • Karin Haese: Multisensor Object Identification on Airports using Autoassociative Neural Networks, Proc. of the X European Signal Processing Conference, Rhodos, Greece, September, 1998.
  • Karin Haese: Automatic Learning Parameters for Self-Organizing Feature Maps, IEEE Proc. of World Congress on Computational Intelligence, Anchorage, Alaska, May, 1998.
  • Heinz D. vom Stein, Jan Günther, Karin Haese: IR-Signatures of ships: A Classification Feature within a Sensor Network, 7. Symposium Multi-Sensor Systems and Data Fusion for Telecommunications, Remote Sensing and Radar, Lisbon , Portugal, 1997.
  • Karin Haese: Optimizing the Self-Organizing Process of Topology Maps, Proc. of 5th International Fuzzy Days, Dortmund, Germany, 1997, in Lecture Notes in Computer Science, 1226, Computational Intelligence, Theory and Applications, Bernd Reusch (ed.), pp. 92-100, Springer 1997.
  • Karin Haese, Heinz D. vom Stein: Fast Self-Organizing of n-dimensional Topology Maps, Proc. of the VIII European Signal Processing Conference, Triest, Italy, pp. 835-838, 1996.
  • Karin Haese: Automatische Schiffsidentifikation mit Neuronalen Netzen, Dissertation, University of the Federal Armed Forces Hamburg, Hamburg, Germany, 1996.
  • Karin Haese, Jan Günther, Wilhem Meier, Heinz D. vom Stein: Ein integriertes System zur Analyse und Klassifikation von Infrarot-Bildfolgen maritimer Szenen, Proc. of 2nd NATO/IRIS Joint Symposium, 1996.
  • Karin Haese, Heinz D. vom Stein: Neural Recognition of Flat Objects from Perspective Images based on the Contour, Proc. of the International Conference on Engineering Applications of Neural Networks, London, Great Britain, pp. 367-370, 1996.
  • Karin Haese, Wilhem Meier, Heinz D. vom Stein: An Integrated System for Infrared Image Sequence Analysis and Classification, Proc. IA-STED International Conference Signal and Image Processing, Las Vegas, USA, pp. 229- 232, 1995.
  • Karin Haese, Wilhem Meier, Heinz D. vom Stein: Ein integriertes System zur Analyse und Klassifikation von Infrarot-Bildfolgen maritimer Szenen, 40. Internationales Wissenschaftliches Kolloqium, Ilmenau, Germany, pp. 702-707, 1995.
  • Karin Haese: Analysis and Optimization of Invariant Classification using Higher Order Neural Networks, Posterpresentation, 11th European Conference on Circuit Theory and Design, Davos, Switzerland, 1993.
  • Karin Haese, Heinz D. vom Stein: Untersuchungen zum Einsatz neuronaler Netze in der Klassifikation von Schiffen in Infrarot-Bildern, Deutsch-Französischer Workshop - CORTEX ISL, Saint Louis, 1992.

 

LECTURES

  • Verhaltensmustern auf der Spur: Data Mining Agenten analysieren Digital Banking, MIS Kongress Messe 2000, Mannheim, Germany, September 2000.
  • Kalman-Filter-Implementierung der selbstorganisierenden Merkmalskarte, Institut für Neuroinformatik, Ruhr-Universität Bochum, Germany, January 1999.
  • Kalman-Filter-Implementation of Self-Organizing Feature Maps, Institute of Cognitive and Computational Sciences, Medical Center, Georgetown University, Washington, DC, February 1999.
  • Object Identification on Airports Using Radial Basis Function Networks, Conference on Neural Computation, Vienna, September 1998.
  • Fast Self-Growing and Self-Organizing Feature Map using Automatic Learning Parameters, Conference on Neural Computation, Vienna, Austria, September 1998.
  • Automatic Learning Parameters for Self-Organizing Feature Maps, World Congress on Computational Intelligence, Anchorage, Alaska, May 1998.
  • Steuerung des Lernprozesses Selbstorganisierender Merkmalskarten, Max-Planck-Institut für Strömungsforschung, Göttingen, Germany, August 1997.
  • Neuronale Netze: Selbstorganisierende Merkmalskarten, German Aerospace Center, Braunschweig, Germany, May 1997.
  • Optimizing the Self-Organizing Process of Topology Maps, 5th International Fuzzy Days, Dortmund, Germany, April 1997.
  • Fast Self-Organizing of n-dimensional Topology Maps, VIII European Signal Processing Conference, Triest, Italy, September 1996.
  • Automatische Schiffsidentifikation mit Neuronalen Netzen, University of the Federal Armed Forces Hamburg, Hamburg, Germany, July 1996.
  • Neural Recognition of Flat Objects from Perspective Images based on the Contour, Inter-national Conference on Engineering Applications of Neural Networks, London, Great Britain, June 1996.
  • Ein integriertes System zur Analyse und Klassifikation von Infrarot-Bildfolgen maritimer Szenen, 40. Internationales Wissenschaftliches Kolloqium, Ilmenau, Germany, September 1995.
  • Untersuchungen zum Einsatz neuronaler Netze in der Klassifikation von Schiffen in Infrarot-Bildern, Deutsch-Französischer Workshop - CORTEX ISL, Saint Louis, 2.7.1992.