Semantic Vector Products: Some Initial Investigations. Dominic Widdows. To appear in Second AAAI Symposium on Quantum Interaction, Oxford, 26th – 28th March 2008.
A technique for studying disorder in quantum systems is able to spot significant patterns in large data sets such as web pages, and may be adaptable to
T. Honkela, A. Hyvärinen, and J. Väyrynen. A72. Helsinki University of Technology, Laboratory of Computer and Information Science, Espoo, Finland, (2003)
T. Honkela, and M. Pöllä. New Developments in Artificial Intelligence and Semantic Web. Proceedings of the 12th Finnish Artificial Intelligence Conference STeP 2006, page 143--148. Espoo, Finland, Helsinki University of Technology, (October 2006)
M. Sjöberg, J. Laaksonen, T. Honkela, and M. Pöllä. Proceedings of International Conference on Artificial Neural Networks, Athens, Greece, (September 2006)75--83.
J. Hurri, J. Väyrynen, and A. Hyvärinen. Proceedings of NCPW8, Neural Computation and Psychology Workshop, Connectionist Models of Cognition and Perception II, 15, page 29--38. World Scientific, (2004)
J. Väyrynen, T. Honkela, and L. Lindqvist. Proceedings of the Workshop Semantic Content Acquisition and Representation (SCAR), Stockholm, Sweden, Swedish Institute of Computer Science, (2007)SICS Technical Report T2007-06.
J. Väyrynen, and T. Honkela. Proceedings of the STeP'2004 Cognition + Cybernetics Symposium, page 173--185. Finnish Artificial Intelligence Society, (2004)
M. Johnson, T. Griffiths, and S. Goldwater. Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference, page 139--146. Rochester, New York, Association for Computational Linguistics, (April 2007)
M. Pöllä, T. Honkela, H. Bruun, and A. Russell. Proceedings of Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006), page 17--22. Helsinki, Finland, (October 2006)
J. Väyrynen, and T. Lindh-Knuutila. Proceedings of the The Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006), 22, page 101--105. Finnish Artificial Intelligence Society, (2006)
J. Väyrynen, L. Lindqvist, and T. Honkela. Proceedings of the International Joint Conference on Neural Networks (IJCNN 2007), page 1031--1036. Orlando, Florida, USA, (2007)
J. Lafferty, A. McCallum, and F. Pereira. ICML '01: Proceedings of the Eighteenth International Conference on Machine Learning, page 282--289. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., (2001)
M. Pöllä, T. Honkela, and X. Gao. Proceedings of NICSO 2007 Workshop on Nature Inspired Cooperative Strategies for Optimization, Acireale, Italy, (November 2007)in press.
D. Talbot, and M. Osborne. Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), page 468--476. Prague, Czech Republic, Association for Computational Linguistics, (June 2007)
T. Honkela, S. Virpioja, and J. Väyrynen. Proceedings of the 18th International Conference on Artificial Neural Networks (ICANN 2008), page 603--612. Prague, Czech Republic, (2008)
J. Väyrynen, and T. Honkela. Proceedings of AKRR'05, International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning, page 135--140. (2005)
M. Pöllä, and T. Honkela. Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, page 1109--1114. Orlando, Florida, (August 2007)
M. Pöllä, and T. Honkela. Computing Anticipatory Systems (CASYS'05), Liège, Belgium, American Institute of Physics, Woodbury, New York, (August 2005)Received Best Paper Award.
M. Pöllä, T. Lindh-Knuutila, and T. Honkela. Proceedings of AKRR'05, International and Interdisciplinary
Conference on Adaptive Knowledge Representation and Reasoning, page 171--174. Espoo, Finland, (June 2005)
A. Hyvärinen, J. Hurri, and J. Väyrynen. Journal of the Optical Society of America A, 20 (7):
1237--1252(2003)Reprinted in Virtual Journal of Biological Physics Research, 6(2), 2003.