2007
Robust registration procedures for endoscopic imaging Journal Article
In: Medical Image Analysis, vol. 11, no. 6, pp. 526-539, 2007.
Computational Intelligence und Data Mining -- Portfoliooptimierung unter Nebenbedingungen Technical Report
Cologne University of Applied Sciences 2007.
Computational Intelligence und Data Mining -- Moderne statistische Verfahren zur experimentellen Versuchsplanung Technical Report
FH Köln 2007.
Datenanalyse und Prozessoptimierung für Kanalnetze und Kläranlagen mit CI-Methoden Proceedings Article
In: Mikut, Ralf; Reischl, Markus (Ed.): Proc. 17th Workshop Computational Intelligence, pp. 132–138, Universitätsverlag, Karlsruhe, 2007.
Ein automatisiertes Verfahren zum Image-Mosaicing bei endoskopischen Videoaufnahmen Technical Report
Cologne University of Applied Sciences 2007.
Adaptive Hierarchical Forecasting Proceedings Article
In: IEEE Fourth International Workshop on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS'2007), 2007.
Image Mosaicing in der medizinischen Endoskopie Technical Report
Cologne University of Applied Sciences 2007.
Real-time image mosaic for endoscopic video sequences Proceedings Article
In: Horsch, Alexander; ot, (Ed.): Bildverarbeitung für die Medizin (BVM2007, München), Springer-Verlag, Berlin, 2007.
Computational Intelligence und Data Mining -- Datenanalyse und Prozessoptimierung am Beispiel Kläranlagen Technical Report
Cologne University of Applied Sciences 2007.
3D-Navigation und Bildverarbeitung in der medizinischen Endoskopie Technical Report
Cologne University of Applied Sciences 2007.
Endoscopic image mosaics for real-time color video sequences Proceedings Article
In: Lemke, H. U. (Ed.): Computer Assisted Radiology and Surgery (CARS2007, Berlin), Elsevier, Amsterdam, 2007.
Computational Intelligence und Data Mining -- Business Intelligence an Hochschulen Technical Report
Cologne University of Applied Sciences 2007.
2006
Optischer Fluss und Echtzeit-Videobearbeitung Technical Report
Cologne University of Applied Sciences 2006.
2005
Consideration of ergonomic aspects in the development of a new endoscopic navigation system Journal Article
In: British Journal of Neurosurgery, vol. 19, no. 5, pp. 402-408, 2005.
Application of a newly developed visual navigation system in humans - first results Journal Article
In: Minimal Invasive Neurosurgery, vol. 48, pp. 1-6, 2005.
2002
Optimieren durch Simulieren: Neue Steuerungslogik wird mit Echtdaten getestet Journal Article
In: IS Report, Zeitschrift für betriebswirtschaftliche Informationssysteme, vol. 10, pp. 55-59, 2002.
2001
Revenue Management beim weltgrößten Reiseveranstalter: Der Kollege "Prognose" Journal Article
In: IS Report, Zeitschrift für betriebswirtschaftliche Informationssysteme, vol. 10, 2001.
Revenue Management in liberalisierten Energiemärkten (White Paper) Technical Report
Thinking Networks AG Markt 45-47, D - 52062 Aachen, 2001.
2000
Virtual image navigation: a new method to control intraoperative bleeding in neuroendoscopic surgery: Case Reports And Technical Notes Journal Article
In: Journal of Neurosurgery, vol. 93, pp. 342-350, 2000.
Virtual image navigation: a new method to control intraoperative bleeding in neuroendoscopic surgery Journal Article
In: Neurosurgical Focus, JNS Preview Article, vol. 8, no. 6, pp. 342-350, 2000.
1999
Learning to generalize from single examples in the dynamic link architecture Book Section
In: Hinton, Geoffrey; Seynowski, Terrence J. (Ed.): Unsupervised Learning Foundations of Neural Computation, pp. 373390, MIT Press, Cambridge, MA, 1999, (Reprint from [Konen, v.d. Malsburg, Neural Computation, 1993]).
Endoscopic navigation and real-time image processing Proceedings Article
In: 4th International Symposium on Computer Aided Orthopedic Surgery (CAOS); Davos, 1999.
Navigation in neuroendoscopy Journal Article
In: Minimally Invasive Therapy & Allied Technologies, vol. 8, no. 5, pp. 309–316, 1999.
On the performance of neuronal matching algorithms Journal Article
In: Neural Networks, vol. 12, pp. 127-134, 1999.
1998
Biometrie und Videoanalyse - Live-Check durch Bewegungsanalyse ergänzt Gesichtserkennung Journal Article
In: EuroSecurity, vol. 7, pp. 19-24, 1998.
Person erkannt Person gezählt: Biometrische Gesichtserkennung ZN-Face wird ergänzt durch Personenbilanzierung ZN-Count Journal Article
In: Wirtschaftsschutz und Sicherheitstechnik (W&S), vol. 10, pp. 10-14, 1998.
The VN-project : Endoscopic image processing for neurosurgery Journal Article
In: Computer Aided Surgery, vol. 3, no. 3, pp. 144-148, 1998.
Bildverarbeitung in der Neuroendoskopie Proceedings Article
In: 1. Bochumer Workshop : Bildgeführtes Operieren Quo vadis ? Perspektiven in der Neurochirurgie, 14.3.98, 1998.
Development of an endoscopic navigation system based on digital image processing Journal Article
In: Computer Aided Surgery, vol. 2, no. 6, pp. 1-6, 1998.
Das VN-Projekt : Entwicklung eines visuell geführten endoskopischen Navigationssystems Proceedings Article
In: 1. Bochumer Workshop : Bildgeführtes Operieren Quo vadis ? Perspektiven in der Neurochirurgie, 14.3.98, 1998.
Development of a visual guided navigation system for neuroendoscopy Proceedings Article
In: 49. Jahrestagung der Deutschen Gesellschaft für Neurochirurgie,13.6.98, 1998.
Digital image processing in neuroendoscopy : the development of a new navigation system Proceedings Article
In: 1. Congress of Endoscopic Assisted Microsurgery. Joint Meeting of the German and Japanese Societies of Neuroendoscopy. 10.6.98, Frankfurt., 1998.
Digitale Bildverarbeitung in der endoskopischen Neurochirurgie Proceedings Article
In: Aachener Workshop "Navigierte Hirnchirurgie", 4.-5.9.1998, 1998.
Computergestützte endoskopische Neuronavigation Proceedings Article
In: Fuzzy Neuroinitiative NRW, Neue Produkte und Anwendungen, pp. 85-92, 1998.
Variations of topographic anatomy at the floor of the third ventricle Proceedings Article
In: 1. Congress of Endoscopic Assisted Microsurgery. Joint Meeting of the German and Japanese Societies of Neuroendoscopy. 10.6.98, Frankfurt, 1998.
Computergestützte neuroendoskopische Koagulation: Blutstillung bei Bildverlust Proceedings Article
In: 5. Tag der Biomedizinischen Technik an der Ruhr-Universität Bochum, 1998.
1997
Investigation of the dynamics of dissipative U+Au collisions with delta-electron spectroscopy Journal Article
In: Zeitschrift f, vol. 357, no. 4, pp. 441–455, 1997, ISSN: 1431-5831.
Einsatz biometrischer Verfahren am Beispiel der Gesichtserkennung und Implikationen für die Chipkarten-Technologie Proceedings Article
In: Struif, Bernd (Ed.): 7. GMD-SmartCard Workshop, GMD 1997.
An image-based navigation support system for neuroendoscopic surgery Proceedings Article
In: Symposium Bildverarbeitung, Technische Akademie Esslingen 1997.
1996
Anwendungen der automatischen Bildauswertung in der Sicherheitstechnik Proceedings Article
In: Lieven, Karl (Ed.): Anwendersymposium Bildverarbeitung, MWMTV NRW 1996.
Comparing facial line-drawings with gray-level images: A case study on PHANTOMAS Proceedings Article
In: von der Malsburg, Christoph; von Seelen, Werner (Ed.): International Conference on Artificial Neural Networks (ICANN), North-Holland, Bochum, 1996.
Neural information processing in real-world face-recognition applications Journal Article
In: IEEE Expert, vol. 11, no. 4, pp. 7–8, 1996.
How fast can neuronal algorithms match patterns? Proceedings Article
In: von der Malsburg, Christoph; von Seelen, Werner (Ed.): International Conference on Artificial Neural Networks (ICANN), North-Holland, 1996.
1995
Neural systems for complex identification tasks: The access control system ZN-Face and the alarm identification SENECA for steel casting processes Proceedings Article
In: Fogelman-Soulie, Francoise (Ed.): International Conference on Artificial Neural Networks (ICANN), North-Holland, Amsterdam, 1995.
ZN-Face: A system for access control using automated face recognition Proceedings Article
In: Bichsel, Martin (Ed.): International Workshop on Automatic Face- and Gesture-Recognition (IWAFGR95), Univ. of Zürich 1995.
ZN-Face: A system for access control using automated face recognition Proceedings Article
In: Kappen, Bert; Gielen, Stan (Ed.): Neural Networks: Artificial Intelligence and Industrial applications. Proc. 3rd annual SNN symposium on neural networks, Springer, Nijmegen, 1995.
Neuronale Netze: Grundlagen und Anwendungen Book Section
In: Neuro+ Fuzzy, pp. 26–58, Springer, 1995.
1994
Optische Zutrittskontrolle mit ZN-Face Journal Article
In: Schweizerische Technische Zeitschrift, vol. 12, pp. 25-28, 1994.
Learning to generalize from single examples in the dynamic link architecture Book Section
In: Buzsaki, G.; others, (Ed.): Temporal Coding in the brain, pp. 205220, Springer, New York, 1994, (Reprint from [Konen, v.d. Malsburg, Neural Computation, 1993]).
A fast dynamic link matching algorithm for invariant pattern recognition Journal Article
In: Neural Networks, vol. 7, pp. 1019-1030, 1994.
Search field
Solving Optimization Problems with High Conditioning by Means of Online Whitening Proceedings Article
In: Lopez-Ibanez, Manuel (Ed.): Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague, pp. 243-244, ACM, 2019.
How to Solve the Dilemma of Margin-Based Equality Constraint Handling Methods Journal Article
In: at-Automatisierungstechnik, vol. submitted, 2019.
Deep Learning mit Keras und Tensorflow Miscellaneous
Vortrag auf DEBRL2019 (Digital Exchange Bergisches Rheinland 2019), 2019.
The GBG Class Interface Tutorial V2.0: General Board Game Playing and Learning Technical Report
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) 2019.
Anomaly Detection in Electrocardiogram Readings with Stacked LSTM Networks Proceedings Article
In: Barancíková, Petra; Holena, Martin; others, (Ed.): Proc. 19th Conference Information Technologies - Applications and Theory (ITAT 2019), 2019, (Best Paper Award).
How to Solve the Dilemma of Margin-Based Equality Handling Methods Proceedings Article
In: Hoffmann, Frank; Hüllermeier, Eyke; Mikut, Ralf (Ed.): Proceedings - 28. Workshop Computational Intelligence, Dortmund, 29. - 30. November 2018, pp. 257-270, KIT Scientific Publishing, Karlsruhe, 2018, ISBN: 978-3-7315-0845-8, (**Young Author Award**).
Online Adaptable Time Series Anomaly Detection with Discrete Wavelet Transforms and Multivariate Gaussian Distributions Technical Report
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) TH Köln - University of Applied Science, 2018, (submitted to Archives of Data Sciences, Series A (ECDA'2018), preprint available at http://www.gm.fh-koeln.de/ciopwebpub/Thill18a.d/AoDS2018.pdf).
The TDMR 2.0 Package: Tuned Data Mining in R Technical Report
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, no. 02/2018, 2018, (Last update: April 2018 (original version: 2012)).
The TDMR 2.0 Tutorial: Examples for Tuned Data Mining in R Technical Report
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, no. 03/2018, 2018, (Last update: April 2018 (original version: 2012)).
Comparing Kriging and Radial Basis Function Surrogates Proceedings Article
In: Hoffmann, Frank; Hüllermeier, Eyke (Ed.): Proceedings 27. Workshop Computational Intelligence, pp. 243-259, Universitätsverlag Karlsruhe, 2017.