Samuel Kaski
1993 …2024

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  • 2005

    Expectation Maximization Algorithms for Conditional Likelihoods

    Salojärvi, J., Puolamäki, K. & Kaski, S., 2005, 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, August 7-11, 2005. New York, USA: ACM, p. 753-760

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    26 Citations (Scopus)
  • From Learning Metrics Towards Dependency Exploration

    Kaski, S., 2005, 5th Workshop On Self-Organizing Maps, WSOM'05, Paris, France, September 5-8, 2005. p. pp. 307-314

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    1 Citation (Scopus)
  • Implicit Relevance Feedback From Eye Movements

    Salojärvi, J., Puolamäki, K. & Kaski, S., 2005, Artificial Neural Networks: Biological Inspirations - ICANN 2005: 15th International Conference, Warsaw, Poland, 11-15 September, 2005, Lecture Notes in Computer Science 3696. Berlin, Germany: Springer, p. 513-518

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    29 Citations (Scopus)
  • Integration of Transcription Factor Binding and Gene Expression by Associative Custering

    Nikkilä, J., Roos, C. & Kaski, S., 2005, Symposium of Knowledge Representation in Bioinformatics, KRBIO05, Espoo, Finland, June 15-17, 2005. Bounsaythhip, C., Hollmén, J., Kaski, S. & Oresic, M. (eds.). p. 22-29

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Local Multidimensional Scaling with Controlled Tradeoff Between Trustworthiness and Continuity

    Venna, J. & Kaski, S., 2005, WSOM'05, Paris, France September 5-8, 2005. p. 695-702

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    27 Citations (Scopus)
  • Non-Parametric Dependent Components

    Klami, A. & Kaski, S., 2005, IEEE International Conference on Acoustis, Speech, and Signal Processing, ICASSP'05, Philadelphia, PA, USA, March 18-23, 2005. p. pp. V-209-V-212

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • On Discriminative Joint Density Modeling

    Salojärvi, J., Puolamäki, K. & Kaski, S., 2005, Machine Learning: ECML 2005, Lecture Notes in Artificial Intelligence 3270, European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005. Berlin, Germany: Springer, p. 341-352

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    3 Citations (Scopus)
  • Proactive Information Retrieval by Monitoring Eye Movements

    Kaski, S., 2005, Abstracts of BrainIT, The Second International Conference on Brain-Inspired Information Technology, Kyushu Institute of Technology, Kitakuyshu, Japan, October 7-9, 2005. p. 28

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Two-Way Latent Grouping Model for User Preference Prediction

    Savia, E., Puolamäki, K., Sinkkonen, J. & Kaski, S., 2005, 21st Conference on Uncertainty in Artificial Intelligence (UAI) 2005, Edinburgh, Scotland, July 26-29, 2005. p. 518-525

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    8 Citations (Scopus)
  • User models from implicit feedback for proactive information retrieval

    Kaski, S., Myllymäki, P. & Kojo, I., 2005, Proceedings of Workshop 4 of the 10th International Conference on User Modeling; Machine Learning for User Modeling: Challenges, Edinburgh, Scotland, July 24-25, 2005. de la Higuera, C. & Artières, T. (eds.). p. 25-26

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Visualized Atlas of a Gene Expression Databank

    Venna, J. & Kaski, S., 2005, Symposium of Knowledge Representation in Bioinformatics, KRBIO05, Espoo, Finland, June 15-17, 2005. p. 30-36

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • 2004

    Associative Clustering

    Sinkkonen, J., Nikkilä, J., Lahti, L. & Kaski, S., 2004, 15th European Conference on Machine Learning (ECML 2004), Pisa, Italy, Sept. 20-24, 2004. Boulicaut, E. & Giannotti, P. (eds.). p. 396-406

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    8 Citations (Scopus)
  • Exploring Dependencies Between Yeast Stress Genes and their Regulators

    Nikkilä, J., Roos, C. & Kaski, S., 2004, International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2004), Exeter, UK, August 25-27, 2004. Zheng Rong Yang, R. E. (ed.). Springer, p. 92-98

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    1 Citation (Scopus)
  • Grouping and Visualizing Human Endogenous Retroviruses by Bootstrapping Median Self-organizing Maps

    Oja, M., Sperber, G., Blomberg, J. & Kaski, S., 2004, IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, San Diego, California, USA, October 7-8, 2004. p. 95-101

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    5 Citations (Scopus)
  • On Text-Based Estimation of Document Relevance

    Savia, E., Kaski, S., Tuulos, V. & Myllymäki, P., 2004, International Joint Conference on Neural Networks 2004, Budapest, Hungary, July 25-29, 2004. p. 3275-3280

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    1 Citation (Scopus)
  • Relevance Feedback from Eye Movements for Proactive Information Retrieval

    Salojärvi, J., Puolamäki, K. & Kaski, S., 2004, Workshop on Processing Sensory Information for Proactive Systems (PSIPS 2004), Oulu, Finland, June 14-15, 2004. J. Heikkilä, M. P. (ed.). p. 37-42

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Sequential Information Bottleneck for Finite Data

    Peltonen, J., Sinkkonen, J. & Kaski, S., 2004, Twenty-First International Conference on Machine Learning (ICML 2004), Banff, Alberta, Canada, July 4-8, 2004. p. 647-654

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    10 Citations (Scopus)
  • 2003

    Can Relevance be Inferred from Eye Movements in Information Retrieval?

    Salojärvi, J., Kojo, I., Simola, J. & Kaski, S., 2003, Workshop on Self-Organizing Maps (WSOM'03), Hibikino, Kitakyushu, Japan, September 11-14, 2003. p. 261-266

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Clustering of Human Endogenous Retrovirus Sequences with Median Self-Organizing Map

    Oja, M., Somervuo, P., Kaski, S. & Kohonen, T., 2003, Workshop on Self-Organizing Maps (WSOM'03), Hibikino, Japan, September 11-14, 2003. p. 134-139

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Discriminative Clustering

    Kaski, S., 2003, 54th Session of the International Statistical Institute, Berlin, Germany, August 13-20, 2003. International Statistical Institute, p. 270-273

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Discriminative Clustering: Vector Quantization in Learning Metrics

    Kaski, S. & Sinkkonen, J., 2003, 26th Annual Conference of the Gesellschaft für Klassifikation, Mannheim, Germany, July 22-24, 2002. Schader, M., Gaul, W. & Vichi, M. (eds.). Berlin: Springer, p. 456-463

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Discriminative Clustering in Fisher Metrics

    Salojärvi, J., Kaski, S. & Sinkkonen, J., 2003, Supplementary Proceedings ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003. Kaynak, O., Alpaydin, E., Oja, E. & Xu, L. (eds.). p. 161-164

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Informative Discriminant Analysis

    Kaski, S. & Peltonen, J., 2003, ICML-2003, the Twentieth International Conference on Machine Learning, Washington, D.C., USA, August 21-24, 2003. Fawcett, T. & Mishra, N. (eds.). Menlo Park, CA: AAAI Press, p. 329-336

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    32 Citations (Scopus)
  • Learning Metrics for Information Visualization

    Peltonen, J., Klami, A. & Kaski, S., 2003, Workshop on Self-Organizing Maps (WSOM'03), Hibikino, Kitakyushu, Japan, September 2003. p. 213-218

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Regularized Discriminative Clustering

    Kaski, S., Sinkkonen, J. & Klami, A., 2003, 2003 IEEE International Workshop on Neural Networks for Signal Processing, Toulouse, France, September 17-19, 2003. Molina, C., Adali, T., Larsen, J., Van Hulle, M., Douglas, S. & Rouat, J. (eds.). New York, NY: IEEE, p. 289-298

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    5 Citations (Scopus)
  • Visualizations for Assessing Convergence and Mixing of MCMC

    Venna, J., Kaski, S. & Peltonen, J., 2003, 14th European Conference on Machine Learning (ECML 2003), Cavtat-Dubrovnik, Croatia, Sept. 22-26, 2003.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    5 Citations (Scopus)
  • Visualizing High-Dimensional Posterior Distributions in Bayesian Modeling

    Venna, J. & Kaski, S., 2003, Artificial Neural Networks and Neural Information Processing - Supplementary Proceedings ICANN/ICONIP, Istanbul, Turkey, June, 2003. p. 165-168

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • 2002

    Accurate Self-Organizing Maps in Learning Metrics

    Klami, A., Peltonen, J. & Kaski, S., 2002, Suomen Tekoälytutkimuksen Päivät, STeP -2002, Finnish AI Conference, Oulu, Finland, December 15-17, 2002. p. 41-49

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Discriminative Clustering: Optimal Contingency Tables by Learning Metrics

    Sinkkonen, J., Kaski, S. & Nikkilä, J., 2002, 13th European Conference on Machine Learning (ECML'02), Helsinki, Finland, August 19-23, 2002. Elomaa, T., Mannila, H. & Toivonen, H. (eds.). Springer, p. 418-430

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    26 Citations (Scopus)
  • Discriminative Clustering of Text Documents

    Peltonen, J., Sinkkonen, J. & Kaski, S., 2002, 9th International Conference on Neural Information Processing (ICONIP'02), Singapore, November 18-22, 2002.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    5 Citations (Scopus)
  • Learning Metrics

    Kaski, S., 2002, 3rd Conference of the International Society for Ecological Informatics, Grottaferrata, Italy, August 26-30, 2002. p. p. 42

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Learning Metrics for SOM-Based Clustering and Visualization of Yeast Gene Expression Data

    Oja, M., Törönen, P., Nikkilä, J., Castrén, E. & Kaski, S., 2002, Bioinformatics 2002, Bergen, Norway, April 4-7, 2002. p. 78

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Learning Metrics for Visualizing Gene Functional Similarities

    Oja, M., Nikkilä, J., Törönen, P., Castrén, E. & Kaski, S., 2002, Suomen Tekoälytutkimuksen Päivät, STeP -2002, Finnish AI Conference, Oulu, Finland, December 15-17, 2002. p. 31-40

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Learning More Accurate Metrics for Self-Organizing Maps

    Peltonen, J., Klami, A. & Kaski, S., 2002, International Conference on Artificial Neural Networks - ICANN 2002, Madrid, Spain, August 27-31, 2002. Springer, p. 999-1004

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    6 Citations (Scopus)
  • 2001

    Analysis and Visualization of Gene Expression Data Using Self-Organizing Maps

    Kaski, S., Nikkilä, J., Törrönen, P., Castren, E. & Wong, G., 2001, NSIP-01, IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, Baltimore, Maryland, USA, June 3-6, 2001.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • A Topography-Preserving Latent Variable Model with Learning Metrics

    Kaski, S. & Sinkkonen, J., 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. 224-229

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • Clustering Gene Expression Data by Mutual Information with Gene Function

    Kaski, S., Sinkkonen, J. & Nikkilä, J., 2001, International Conference on Artificial Neural Networks (ICANN 2001), Vienna, Austria, August 21-25, 2001. Dorffner, G., Bischof, H. & Hornik, K. (eds.). Berlin: Springer, p. 81-86

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

  • 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 proceedingConference article in proceedingsScientificpeer-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 proceedingConference article in proceedingsScientificpeer-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 proceedingConference article in proceedingsScientificpeer-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 proceedingConference article in proceedingsScientificpeer-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 proceedingConference article in proceedingsScientificpeer-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 proceedingConference article in proceedingsScientificpeer-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 proceedingConference article in proceedingsScientificpeer-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 proceedingConference article in proceedingsScientificpeer-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 proceedingConference article in proceedingsScientificpeer-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 proceedingConference article in proceedingsScientificpeer-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 proceedingConference article in proceedingsScientificpeer-review

    25 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 proceedingConference article in proceedingsScientificpeer-review

    303 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 proceedingConference article in proceedingsScientificpeer-review

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