Samuel Kaski

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Samuel Kaski

 https://orcid.org/0000-0003-1925-9154

    • Aalto SCI Computer Science Konemiehentie 2

    1993 …2025

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    • 2001

      Data Visualization and Analysis with Self-Organizing Maps in Learning Metrics

      Kaski, S., Sinkkonen, J. & Peltonen, J., 2001, Third International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2001), Munich, Germany, Sept. 5-7, 2001. Kambayashi, Y., Winiwarter, W. & Arikawa, M. (eds.). Berlin: Springer, p. 162-173

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • Generative Mixture Modeling by Autonomous Estimators

      Kaski, S. & Salojärvi, J., 2001, 5th International Conference Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies (KES'2001), Osaka, Japan, Sept. 6-8, 2001. Baba, N., Jain, L. C. & Howlett, R. J. (eds.). Amsterdam: IOS Press, p. 250-254

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • Learning Metrics for Exploratory Data Analysis

      Kaski, S., 2001, 2001 IEEE Signal Processing Society Workshop, Neural Networks for Signal Processing XI, Falmouth, Massach., USA, Sept. 10-12, 2001. Miller, D., Adali, T., Larsen, J., Van Hulle, M. & Douglas, S. (eds.). New York, NY: IEEE, p. pp. 53-62

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • Learning Metrics for Self-Organizing Maps

      Kaski, S., Sinkkonen, J. & Peltonen, J., 2001, International Joint Conference on Neural Networks (IJCNN'01), Washington, D.C., July 15-19, 2001. Piscataway, NJ: IEEE, p. 914-919

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • SOM-Based Exploratory Analysis of Gene Expression Data

      Kaski, S., 2001, Advances in Self-Organizing Maps, Workshop on Self-Organizing Maps (WSOM'01), Lincoln, UK, June 13-15, 2001. Allinson, N., Yin, H., Allinson, L. & Slack, J. (eds.). London: Springer, p. 124-131

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • 2000

      Automatic Content-based Sequential Ordering of Newspaper Articles for Electronic Books

      Ollikainen, V., Bäckström, C. & Kaski, S., 2000, International Conference on Engineering Applications of Neural Networks (EANN 2000), Kingston, UK, July 17-19, 2000. Tsaptsinos, D. (ed.). Kingston Upon Thames, England: Kingston University, p. 183-190

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • Clustering by Similarity in an Auxiliary Space

      Sinkkonen, J. & Kaski, S., 2000, Second International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2000), Hong Kong, December 13-15, 2000. Leung, K. S., Chan, L.-W. & Meng, H. (eds.). Berlin: Springer, p. 3-8

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

      3 Citations (Scopus)

    • Coloring that Reveals Cluster Structures in Multidimensional Data

      Venna, J. & Kaski, S., 2000, STeP'00, Finnish Artificial Intelligence Conference, 'AI of Tomorrow': Symposium on Theory, Espoo, Finland, August 28-31, 2000. Hyötyniemi, H. (ed.). Helsinki, Finland: Finnish Artificial Intelligence Society, p. 203-210

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • Methods for Exploratory Cluster Analysis

      Kaski, S., Nikkilä, J. & Kohonen, T., 2000, SSGRR 2000, International Conference on Advances in Infrastructure for Electronic Business, Science, and Education on the Internet, L'Aquila, Italy, July 31-August 6, 2000.

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • 1999

      Coloring that Reveals High-Dimensional Structures in Data

      Kaski, S., Venna, J. & Kohonen, T., 1999, 6th International Conference on Neural Information Processing (ICONIP'99), Perth, Australia, November 16-20, 1999. Gedeon, T., Wong, P., Halgamuge, S., Kasabov, N., Nauck, D. & Fukushima, K. (eds.). Piscataway, NJ: IEEE, p. vol. II, pp. 729-734

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • Fast Winner Search for SOM-Based Monitoring and Retrieval of High-Dimensional Data

      Kaski, S., 1999, Ninth International Conference on Artificial Neural Networks (ICANN'99), Edinburgh, U.K., September 7-10, 1999. London: Institution of Electrical Engineers (IEE), p. 940-945

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

      26 Citations (Scopus)
    • 1998

      Dimensionality Reduction by Random Mapping: Fast Similarity Computation for Clustering

      Kaski, S., 1998, International Joint Conference on Neural Networks (IJCNN'98), Anchorage, Alaska, May 4-9, 1998. Piscataway, NJ: IEEE, p. 413-418

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

      305 Citations (Scopus)

    • Methods for Interpreting a Self-Organized Map in Data Analysis

      Kaski, S., Nikkilä, J. & Kohonen, T., 1998, 6th European Symposium on Artificial Neural Networks (ESANN'98), Bruges, Belgium. Brussels, Belgium: D-Facto, p. 185-190

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • Statistical Aspects of the WEBSOM System in Organizing Document Collections

      Kaski, S., Lagus, K., Honkela, T. & Kohonen, T., 1998, 29th Symposium on the Interface, Houston, Texas, May 14-17, 1997. Scott, D. W. (ed.). Fairfax Station, VA: Interface Foundation of North America, p. vol. 29, pp. 281-290

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • 1997

      The Adaptive-Subspace Self-Organizing Map (ASSOM)

      Kohonen, T., Kaski, S., Lappalainen, H. & Salojärvi, J., 1997, Workshop on Self-Organizing Maps (WSOM'97), Espoo, Finland, June 4-6, 1997. p. 191-196

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • WEBSOM - Self-Organizing Maps of Document Collections

      Honkela, T., Kaski, S., Lagus, K. & Kohonen, T., 1997, Workshop on Self-Organizing Maps (WSOM'97), Espoo, Finland, June 4-6, 1997. p. 310-315

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

      258 Citations (Scopus)
    • 1996

      Creating an Order in Digital Libraries with Self-Organizing Maps

      Kaski, S., Honkela, T., Lagus, K. & Kohonen, T., 1996, World Congress on Neural Networks (WCNN'96), San Diego, Calif., USA, September 15-18, 1996. p. 814-817

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • Exploration of Full-Text Databases with Self-Organizing Maps

      Honkela, T., Kaski, S., Lagus, K. & Kohonen, T., 1996, IEEE International Conference on Neural Networks (ICNN'96), Washington, D.C., USA, June 2-6, 1996. p. vol. 1, 56-61

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

      21 Citations (Scopus)

    • Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration

      Lagus, K., Honkela, T., Kaski, S. & Kohonen, T., 1996, Second International Conference on Knowledge Discovery and Data Mining (KDD-96), Portland, Oregon, USA, August 2-4, 1996. Menlo Park, Calif.: AAAI Press, p. 238-242

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • Very Large Two-Level SOM for the Browsing of Newsgroups

      Kohonen, T., Kaski, S., Lagus, K. & Honkela, T., 1996, International Conference on Artificial Neural Networks (ICANN96), Bochum, Germany, July 16-19, 1996. Berlin, Germany: Springer, p. 269-274

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

      50 Citations (Scopus)

    • WEBSOM - A Status Report

      Lagus, K., Honkela, T., Kaski, S. & Kohonen, T., 1996, Finnish Artificial Intelligence Conference, STeP-96, Vaasa, Finland, August 20-23, 1996. p. 73-78

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    • 1994

      Visualizing the Clusters on the Self-Organizing Map

      Iivarinen, J., Kohonen, T., Kangas, J. & Kaski, S., 1994, Conference on Artificial Intelligence Research in Finland, , STeP-94, Turku, Finland, August 29-31, 1994. p. 122-126

      Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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