Samuel Kaski

2007

Information Retrieval by Inferring Implicit Queries from Eye Movements

Hardoon, D. R., Shawe-Taylor, J., Ajanki, A., Puolamäki, K. & Kaski, S., 2007, Eleventh International Conference on Artificial Intelligence and Statistics, San Juan, Puerto Rico, 2007. Meila, M. & Shen, X. (eds.).

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

14 Citations (Scopus)

Learning from relevant tasks only

Kaski, S. & Peltonen, J., 2007, 18th European Conference on Machine Learning, ECML 2007, Warsaw, Poland, September 17-21, 2007. N. Kok, J., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladenic, D. & Skowron, A. (eds.). Berlin: Springer, p. 608-615

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

12 Citations (Scopus)

Local Dependent Components

Klami, A. & Kaski, S., 2007, 24th International Conference on Machine Learning, Corwallis, Oregon, USA, June 20-24, 2007. Ghahramani, Z. (ed.). Omni Press, p. 425-433

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

40 Citations (Scopus)

Nonlinear dimensionality reduction as information retrieval

Venna, J. & Kaski, S., 2007, 11th International Conference on International Conference on Artificial Intelligence and Statistics, AISTATS 2007, San Juan, Puerto Rico, March 19-22, 2007. Meila, M. & Shen, X. (eds.). Omnipress Oy

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

19 Citations (Scopus)

The self-organizing map as a visual neighbor retrieval method

Nybo, K., Venna, J. & Kaski, S., 2007, 6th International Workshop on Self-Organizing Maps, Bielefeld, Germany, 2007.

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

9 Citations (Scopus)

2006

Estimation of human endogenous retrovirus activities from expressed sequence databases

Oja, M., Peltonen, J. & Kaski, S., 2006, Probabilistic Modeling and Machine Learning in Structural and Systems Biology (PMSB 2006), Tuusula, Finland, June 17-18, 2006. Rousu, J., Kaski, S. & Ukkonen, E. (eds.). Helsinki, Finland: University of Helsinki, p. 50-54

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

Exploring the independence of gene regulatory modules

Nikkilä, J., Honkela, A. & Kaski, S., 2006, Probabilistic Modeling and Machine Learning in Structural and Systems Biology (PMSB 2006),Tuusula, Finland, 17-18 June 2006. Rousu, J., Kaski, S. & Ukkonen, E. (eds.). University of Helsinki, p. 131-136

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

Fast Discriminative Component Analysis for Comparing Examples

Peltonen, J., Goldberger, J. & Kaski, S., 2006, NIPS 2006 workshop on Learning to Compare Examples, Whistler, Canada, December 8, 2006.

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

Generative models that discover dependencies between data sets

Klami, A. & Kaski, S., 2006, 2006 IEEE International Workshop on Machine Learning for Signal Processing, Maynooth, Ireland, Sept. 6-8, 2006. IEEE, p. 123-128

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

Implicit feedback from eye movements for proactive information retrieval

Kaski, S., 2006, NIPS 2006 Workshop on User Adaptive Systems, Whistler, Canada, December 8, 2006.

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

Neural Networks and Machine Learning in Bioinformatics - Theory and Applications

Seiffert, U., Hammer, B., Kaski, S. & Villmann, T., 2006, ESANN'06, 14th European Symposium on Artificial Neural Networks, Bruges, Belgium, 2006. Evere, Belgium: D-Side, p. 521-532

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

Visualizing Gene Interaction Graphs with Local Multidimensional Scaling

Venna, J. & Kaski, S., 2006, 14th European Symposium on Artificial Neural Networks (ESANN'2006), Bruges, Belgium, April 26-28, 2006. p. 557-562

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

2005

Combining Eye Movements and Collaborative Filtering for Proactive Information Retrieval

Puolamäki, K., Salojärvi, J., Savia, E., Simola, J. & Kaski, S., 2005, SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brasil, August 15-19, 2005. New York, USA: ACM, p. 146-153

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

55 Citations (Scopus)

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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-review

28 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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-review

11 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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-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 proceeding › Conference article in proceedings › Scientific › peer-review

6 Citations (Scopus)

2001

Samuel Kaski

Research output

Search results