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Publications 2003

Note: The research cited here is property of the respective authors or/and the funding academic institutions.

M. Rusanen, I.T. Koponen, and J. Kallunki. Mixing length scales: step meandering and island nucleation on vicinal surfaces, European Physical Journal B. vol. 36, p.141 (2003).

Matti Aksela. Comparison of Classifier Selection Methods for Improving Committee Performance, in Proceedings of MCS2003, pp. 84-93, 2003.

Matti Aksela, Ramunas Girdziusas, Jorma Laaksonen, Erkki Oja, Jari Kangas. Methods for adaptive combination of classifiers with application to recognition of handwritten characters, IJDAR Vol. 6 Number 1 (August 2003) pp.23-41, 2003.

J.A. Flanagan, J. Himberg, and J. Mäntyjärvi. A Hierarchical Approach to Learning Context and Facilitating User Interaction in Mobile Devices, in Artificial Intelligence in Mobile System 2003 (AIMS 2003) (in conjunction with Ubicomp 2003, October 12, Seattle, USA.

J. Himberg, J. A. Flanagan, and J. Mäntyjärvi. Towards Context Awareness Using Symbol Clustering Map. In Proc. Workshop for Self-Organizing Maps 2003 (WSOM2003), pp. 249-254, Kitakyushu, Japan, 2003.

J. Himberg, J. Häkkilä, P. Kangas, and J. Mäntyjärvi. On-line personalization of a touch screen based keyboard. In Proceedings of the 2003 International Conference on Intelligent User Interfaces (IUI 2003), pp. 77-84, Miami, Florida, USA, 2003. ACM Press. (download paper from the conference website)

J. Mäntyjärvi, J. Himberg, and P. Huuskonen. Collaborative context recognition for handheld devices. In Proceedings of the First IEEE International Conference on Pervasive Computing and Communications (PerCom 2003), pp. 161-168, Dallas-Fort Worth, Texas, USA, 2003.

Sinkkonen J: Learning Metrics and Discriminative Clustering. PhD thesis. Dissertations on Computer and Information Science, report D2. Espoo, Finland, 2003.

Kaski S, Sinkkonen J, Klami A: Regularized Discriminative Clustering. In C. Molina, T.

Adali, J. Larsen, M. Van Hulle, editors, Neural Networks for Signal Processing XIII, pages 289_298. IEEE, New York, NY, 2003.

Nikkilä J, Roos C, Sinkkonen J, Kaski S: Associative clustering to find dependencies between expression profiles and transcription factor binding. In Proceedings of ECCB2003, European Conference on Computational Biology, Paris, France, September 27-30, pages 433_434. 2003.

Salojärvi J, Kaski S, Sinkkonen J: Discriminative clustering in Fisher metrics. In: Kaynak O, Alpaydin E, Oja E, Xu J (eds.) Arti_cial Neural Networks and Neural Information Processing - Supplementary proceedings ICANN/ICONIP 2003, Istanbul, Turkey, June, pp. 161-164. 2003.

J. Särelä and R. Vigário, Overlearning in marginal distribution-based ICA: analysis and solutions, Journal of Machine Learning Research, vol. 4 (Dec), pp. 1447-1469, 2003. link

Date
Wednesday, February 5th, 2003

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