Publications

• L.J.P. van der Maaten, E.O. Postma, and H.J. van den Herik. Dimensionality Reduction: A Comparative Review. Submitted to Journal of Machine Learning Research, 2009.
• L.J.P. van der Maaten, A.G. Lange, and P.J. Boon. Visualization and Automatic Typology Construction of Pottery Profiles. Submitted to Proceedings of the CAA, 2009.
• P.J. Boon, A.G. Lange, L.J.P. van der Maaten, J.J. Paijmans, and E.O. Postma. Digital Support for Archaeology. To appear in Interdisciplinary Science Reviews, June 2009.
• L.J.P. van der Maaten. Preserving Local Structure in Gaussian Process Latent Variable Models. In Proceedings of Benelearn-09, pages 81-88, 2009.
• J.J. Paijmans and A. Brandsen. What is in a Name: Recognizing Monument Names from Free-Text Monument Description. In Proceedings of Benelearn-09, pages 2-6, 2009.
• J.J. Paijmans and A.G. Lange. Het zoeken en interpreteren van jaartallen en plaatsnamen in Nederlandstalige retrieval systemen. In Vitruvius, pages 14-17, 2008.
• L.J.P. van der Maaten. Learning a Parametric Embedding by Preserving Local Structure. In Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS), JMLR W&CP 5:384-391, 2009.
• L.J.P. van der Maaten and G.E. Hinton. Visualizing High-Dimensional Data Using t-SNE. Journal of Machine Learning Research 9(Nov):2579-2605, 2008.
• J.J. Paijmans. Extraction of numeric data from multilingual archeological papers. In Ioannides, M., Addiso, A., and Georgopoulos, A. (ed.): Proceedings of the 14th International Conference on Virtual Systems and Multimedia, 2008.
• J.J. Paijmans, R. Wiemer, and S. Wubben Automatisch geografisch en temporeel ontsluiten van documenten. In Informatie Professional, pages 18-21, 2008.
• L.J.P. van der Maaten and E.O. Postma. Texton-based Texture Classification. In Proceedings of the Belgian-Dutch Artificial Intelligence Conference 2007 (BNAIC-07), pages 213-220. Utrecht, The Netherlands, 2007.
• S. Vanderlooy, L.J.P. van der Maaten, and I. Sprinkhuizen-Kuyper. Off-line Learning with Transductive Confidence Machines: An Empirical Evaluation. In Proceedings of the 5th International Conference on Machine Learning and Data Mining, pages 310-323. Leipzig, Germany, 2007.
• J.J. Paijmans and S. Wubben. Memory based learning and the interpretation of numbers in archaeological reports. Accepted for publication in Proceedings of the DIR 2007, Leuven, Belgium.
• J.J. Paijmans. Open Boek extracting information from archeological reports and papers. In Uglesic, A. (ed.): Proceedings of the 13th Annual Meeting of the European Association of Archeologists, page 292, 2007.
• J.J. Paijmans and S. Wubben. Open Boek: a system for the extraction of numeric data from archeological reports. In Proceedings of the AHM-2007, 2007.
• J.J. Paijmans and S. Wubben. Preparing archaeological reports for intelligent retrieval. Submitted to Proceedings of the CAA 2007, Berlin, Germany.
• L.J.P. van der Maaten and P.J. Boon. COIN-O-MATIC: a fast and reliable system for coin classification. In Proceedings of the MUSCLE Coin Workshop 2006, Berlin, Germany, 2006. [ PDF ]
• L.J.P. van der Maaten and E.O. Postma. Towards automatic coin classification. In Proceedings of the EVA-Vienna 2006, pages 19-26, Vienna, Austria, 2006. [ PDF ]
• L.J.P. van der Maaten, P.J. Boon, J.J. Paijmans, A.G. Lange, and E.O. Postma. Computer vision and machine learning for archaeology. In Proceedings of the CAA 2006, pages 361-367, Fargo, ND, USA, 2006. [ Word ]
  
  

Workshops

• V. Mom and J.J. Paijmans. Workshop SECANTO (SECtion ANalysis TOol). CAA 2007, April 2-6 2007, Berlin, Germany.
• A.G. Lange, J.J. Paijmans, and P.J. Boon. The National Reference collection (NRc): Bringing typologies alive. CAA 2007, April 2-6 2007, Berlin, Germany.

Presentations

More recent presentations can be found here.

• September 11th 2006, Workshop on Coin Classification, Fraunhofer HHI, Berlin, Germany - COIN-O-MATIC, a fast and reliable system for automatic coin classification [ PPT ]
• August 28th 2006, EVA-Vienna 2006, Vienna, Austria - Towards automatic coin classification [ PPT ]
• April 21st 2006, CAA 2006, Fargo, ND, USA - Computer vision and machine learning for archaeology [ PPT ]
• April 1st 2006, ICT Kenniscongres, Amsterdam, The Netherlands - Computer vision and archaeology [ PPT ]
• March 3rd 2006, The Hague, The Netherlands - RICH Pilot Presentation [ PPT ]
• January 25th 2006, NRc congres 2006, Amersfoort, The Netherlands - Beeldzoeken van glas (in Dutch) [ PPT ]
• December 15th 2006, IKAT Ph.D. Day, Maastricht, The Netherlands - Shape matching for classification of historical glass [ PPT ]