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31 | L. de Raedt, M. Jaeger, S.D. Lee, and Heikki Mannila. A theory of inductive query answering. In Proceedings of the 2nd IEEE International Conference on Data Mining, pages 123–130, 2002. |
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30 | Mikko Kurimo and Krista Lagus. An efficiently focusing large vocabulary language model. In Proceedings of the International Conference on Artificial Neural Networks (ICANN), pages 1068–1073, Madrid, Spain, 2002. |
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29 | Markku-Juhani O. Saarinen. Cryptanalysis of LILI-128. In Joan Daemen and Vincent Rijmen, editors, Fast Software Encryption, 9th International Workshop, FSE 2002, Leuven, Belgium, February 46, 2002, Revised Papers, volume 2365 of Lecture Notes in Computer Science, pages 231–236. Springer-Verlag, 2002. |
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28 | Sami S. Brandt, Jorma Laaksonen, and Erkki Oja. Statistical shape features for content-based image retrieval. Journal of Mathematical Imaging and Vision, 17(2):187–198, 2002. |
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27 | Markus Koskela, Jorma Laaksonen, and Erkki Oja. Implementing relevance feedback as convolutions of local neighborhoods on self-organizing maps. In ICANN, pages 981–986, 2002. |
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26 | Markus Koskela, Jorma Laaksonen, and Erkki Oja. Using mpeg-7 descriptors in image retrieval with self-organizing maps. In ICPR (2), pages 1049–1052, 2002. |
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25 | Markus Koskela, Jorma Laaksonen, and Erkki Oja. Mpeg-7 descriptors in content-based image retrieval with picsom system. In VISUAL, pages 247–258, 2002. |
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24 | Erkki Oja. Finding hidden factors using independent component analysis. In ECML, page 505, 2002. |
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21 | Erkki Oja. Finding hidden factors using independent component analysis. In PKDD, page 488, 2002. |
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20 | Erkki Oja. Unsupervised learning in neural computation. Theor. Comput. Sci., 287(1):187–207, 2002. |
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19 | Patric R. J. Östergård and Petteri Kaski. Enumeration of 2-(9,3,lambda) designs and their resolutions. Designs, Codes and Cryptography, 27:131–137, 2002. |
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18 | M. Scholz and R. Vigário. Nonlinear PCA: a new hierarchical approach. In Proc. of 10th European Symposium on Artificial Neural Networks (ESANN'2002), Bruges, Belgium, 2002. |
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17 | R. Vigário, O. Jensen, and R. Hari. Identifying cortical sources of corticomuscle coherence during bimanual muscle contraction by ICA. In Proc. of 13th Int. Conf. on Biomagnetism (BIOMAG'2002), Jena, Germany, 2002. |
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16 | Pekka Ala-Siuru and Samuel Kaski, editors. STeP 2002—Intelligence, the Art of Natural and Artificial. Proceedings of the 10th Finnish Artificial Intelligence Conference. Finnish Artificial Intelligence Society, Oulu, Finland, 2002. |
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15 | Jukka Iivarinen, Samuel Kaski, and Erkki Oja, editors. Neljännesvuosisata Hatutusta: Hahmontunnistustutkimus Suomessa 1977–2002. Suomen hahmontunnistustutkimuksen seura ry, Otaniemi, 2002. |
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14 | Samuel Kaski. Learning metrics. In 3rd Conference of the International Society for Ecological Informatics, Grottaferrata, Italy, page 42, 2002. (Abstract of a plenary talk). |
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13 | Arto Klami, Jaakko Peltonen, and Samuel Kaski. Accurate self-organizing maps in learning metrics. In Pekka Ala-Siuru and Samuel Kaski, editors, STeP 2002—Intelligence, the Art of Natural and Artificial. Proceedings of the 10th Finnish Artificial Intelligence Conference, pages 41–49, Oulu, Finland, 2002. Finnish Artificial Intelligence Society. |
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12 | Janne Nikkilä, Petri Törönen, Samuel Kaski, Jarkko Venna, Eero Castrén, and Garry Wong. Analysis and visualization of gene expression data using self-organizing maps. Neural Networks, 15:953–966, 2002. |
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11 | Merja Oja, Janne Nikkilä, Petri Törönen, Eero Castrén, and Samuel Kaski. Learning metrics for visualizing gene functional similarities. In Pekka Ala-Siuru and Samuel Kaski, editors, STeP 2002—Intelligence, the Art of Natural and Artificial. Proceedings of the 10th Finnish Artificial Intelligence Conference, pages 31–40, Oulu, Finland, 2002. Finnish Artificial Intelligence Society. |
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10 | Merja Oja, Janne Nikkilä, Petri Törönen, Garry Wong, Eero Castrén, and Samuel Kaski. Exploratory clustering of gene expression profiles of mutated yeast strains. In Wei Zhang and Ilya Shmulevich, editors, Computational and Statistical Approaches to Genomics, pages 65–78, Boston, MA, 2002. Kluwer. |
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9 | M. Oja, P. Törönen, J. Nikkilä, E. Castrén, and S. Kaski. Learning metrics for SOM-based clustering and visualization of yeast gene expression data. In Proceedings of Bioinformatics 2002, Bergen, Norway, April 4-7, page 78, 2002. |
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8 | Ville Ollikainen, Christer Bäckström, and Samuel Kaski. Electronic editor: Automatic content-based sequential compilation of newspaper articles. Neurocomputing, 43:91–106, 2002. |
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7 | Jaakko Peltonen, Arto Klami, and Samuel Kaski. Learning more accurate metrics for self-organizing maps. In J. R. Dorronsoro, editor, Artificial Neural Networks—ICANN 2002, pages 999–1004, Berlin, 2002. Springer. Preprint postscript at http://www.cis.hut.fi/projects/mi/papers/icann02.ps.gz. |
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6 | Jaakko Peltonen, Janne Sinkkonen, and Samuel Kaski. Discriminative clustering of text documents. In Lipo Wang, Jagath C. Rajapakse, Kunihiko Fukushima, Soo-Young Lee, and Xin Yao, editors, Proceedings of ICONIP'02, 9th International Conference on Neural Information Processing, pages 1956–1960, Piscataway, NJ, 2002. IEEE. Preprint postscript at http://www.cis.hut.fi/projects/mi/papers/iconip02.ps.gz. |
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5 | Jarkko Salojärvi and Samuel Kaski. Mixture density from autonomous experts. International Journal of Knowledge Based Intelligent Engineering Systems, 6:48–55, 2002. |
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4 | Janne Sinkkonen and Samuel Kaski. Clustering based on conditional distributions in an auxiliary space. Neural Computation, 14:217–239, 2002. |
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3 | Janne Sinkkonen, Samuel Kaski, and Janne Nikkilä. Discriminative clustering: optimal contingency tables by learning metrics. In Tapio Elomaa, Heikki Mannila, and Hannu Toivonen, editors, Machine Learning: ECML 2002, pages 418–430, Berlin, 2002. Springer. |
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2 | George Legrady and Timo Honkela. Pockets full of memories: an interactive museum installation. Visual Communication, 1(2):163–169, 2002. |
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