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  • 2013

    Information Retrieval Perspective to Interactive Data Visualization

    Peltonen, J., Sandholm, M. & Kaski, S., 2013, The Eurographics Conference on Visualization (Eurovis 2013), Leipzig, Germany, Leipzig, Germany, 2013. Hlawitschka, M. & Weinkauf, T. (eds.). Eurographics Association, p. 49-53

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

  • Kernelized Bayesian Matrix Factorization

    Gönen, M., Khan, S. A. & Kaski, S., 2013, 30th International Conference on Machine Learning ICML, Atlanta, Georgia, USA, June 16-21,2013.

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

    12 Citations (Scopus)
  • Scalable Optimization of Neighbor Embedding for Visualization

    Yang, Z., Peltonen, J. & Kaski, S., 2013, 30th International Conference on Machine Learning, Atlanta, GA, June 16-21, 2013. JMLR, p. 127-135

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

    37 Citations (Scopus)
  • SciNet: A System for Browsing Scientific Literature through Keyword Manipulation

    Glowacka, D., Ruotsalo, T., Konyushkova, K., Athukorala, K., Kaski, S. & Jacucci, G., 2013, International Conference on Intelligent User Interfaces, Santa Monica, CA, March 19-22, 2013. New York: ACM, p. 61-62

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

    2 Citations (Scopus)
  • Supporting Exploratory Search Tasks with Interactive User Modelling

    Ruotsalo, T., Athukorala, K., Glowacka, D., Konyushkova, K., Oulasvirta, A., Kaipiainen, S., Kaski, S. & Jacucci, G., 2013, ASIST 2013, the 76th ASIS&T Annual Meeting. Silver Spring: Association for Information Science and Technology

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

    23 Citations (Scopus)
  • 2012

    Bayesian Group Factor Analysis

    Virtanen, S., Klami, A., Khan, S. A. & Kaski, S., 2012, AISTAT AISTATS Fifteenth International Conference on Artificial Intelligence and Statistics (AISTAT 2012) AISTATS AISTAT, La Palma, Canary Islands, April 21-23, 2012. Lawrence, N. & Girolami, M. (eds.). JMLR, p. 1269-1277

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

    53 Citations (Scopus)
  • Learning Relevance from Natural Eye Movements in Pervasive Interfaces

    Kandemir, M. & Kaski, S., 2012, 14th ACM International Conference on Multimodal Interaction, Santa Monica, CA, USA, Octover 22-26, 2012. Morency, L.-P. & Bohus, D. (eds.). New York: ACM, p. 85-82

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

    10 Citations (Scopus)
  • Sparse Nonparametric Topic Model for Transfer Learning

    Faisal, A., Gillberg, L., Peltonen, J., Leen, G. & Kaski, S., 2012, ESANN 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning ESANN, Bruges, Belgium, April 25-27, 2012. p. 269-274

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

    6 Citations (Scopus)
  • Unsupervised inference of auditory attention from biosensors

    Kandemir, M., Klami, A., Vetek, A. & Kaski, S., 2012, ECML PKDD European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2012) ECML PKDD, Bristol, UK, September 24-28, 2012. Flach, P., Bie, T. & Cristianini, N. (eds.). Heidelberg: Springer, p. 403-418

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

  • 2011

    Bayesian CCA via Group Sparsity

    Virtanen, S., Klami, A. & Kaski, S., 2011, ICML The 28th International Conference on Machine Learning (ICML-11) ICML. Getoor, L. & Scheffer, T. (eds.). New York: ACM, p. 457-464

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

    47 Citations (Scopus)
  • Cross-species translation of multi-way biomarkers

    Suvitaival, T., Huopaniemi, I., Oresic, M. & Kaski, S., 2011, ICANN The 21st International Conference on Artificial Neural Networks (ICANN) ICANN, Part I. Honkela, T., Duch, W., Girolami, M. & Kaski, S. (eds.). Springer, p. 209-216

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

    1 Citation (Scopus)
  • Focused Multi-task Learning Using Gaussian Processes

    Leen, G., Peltonen, J. & Kaski, S., 2011, ECML PKDD Machine Learning and Knowledge Discovery in Databases. Gunopulos, D., Hofmann, T., Malerba, D. & Vazirgiannis, M. (eds.). Springer, p. 310-325 (Lecture notes in computer science; vol. 6912).

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

    11 Citations (Scopus)
  • Generative Modeling for Maximizing Precision and Recall in Information Visualization

    Peltonen, J. & Kaski, S., 2011, AISTAT AISTATS The Fourteenth International Conference on Artificial Intelligence and Statistics (AISTAT) AISTAT AISTATS. Gordon, G., Dunson, D. & Dudik, M. (eds.). JMLR, p. 597-587

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

    5 Citations (Scopus)
  • Multitask Learning Using Regularized Multiple Kernel Learning

    Gönen, M., Kandemir, M. & Kaski, S., 2011, 18th International Conference on Neural Information Processing (ICONIP). Lu, B.-L., Zhang, L. & Kwok, J. (eds.). Berlin / Heidelberg: Springer, p. 500-509

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

    4 Citations (Scopus)
  • Probabilistic proactive timeline browser

    Ajanki, A. & Kaski, S., 2011, ICANN The 21st International Conference on Artificial Neural Networks (ICANN) ICANN, Part II. Honkela, T., Duch, W., Girolami, M. A. & Kaski, S. (eds.). Berlin: Springer, p. 357-364

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

    1 Citation (Scopus)
  • Systematic Use of Computational Methods Allows Stratifying Treatment Responders in Glioblastoma Multiforme

    Louhimo, R., Aittomäki, V., Faisal, A., Laakso, M., Chen, P., Ovaska, K., Valo, E., Lahti, L., Rogojin, V., Kaski, S. & Hautaniemi, S., 2011, CAMDA 2011 conference, Critical Assessment of Massive Data Analysis.

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

  • 2010

    An information retrieval perspective on visualization of gene expression data with ontological annotation

    Peltonen, J., Aidos, H., Gehlenborg, N., Brazma, A. & Kaski, S., 2010, ICASSP 2010, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, p. 2178-2181

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

  • Bayesian exponential family projections for coupled data sources

    Klami, A., Virtanen, S. & Kaski, S., 2010, The Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (2010). Grunwald, P. & Spirtes, P. (eds.). Corvallis: Association for Uncertainty in Artificial Intelligence, p. 286-293

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

    16 Citations (Scopus)
  • Contextual Information Access with Augmented Reality

    Ajanki, A., Billinghurst, M., Järvenpää, T., Kandemir, M., Kaski, S., Koskela, M., Kurimo, M., Laaksonen, J., Puolamäki, K., Ruokolainen, T. & Tossavainen, T., 2010, MLSP 2010, IEEE International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, p. 95-100

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

    10 Citations (Scopus)
  • Graphical Multi-Way Models

    Huopaniemi, I., Suvitaival, T., Oresic, M. & Kaski, S., 2010, Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Berlin: Springer, p. 538-553

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

    3 Citations (Scopus)
  • Graph Visualization With Latent Variable Models

    Parkkinen, J., Nybo, K., Peltonen, J. & Kaski, S., 2010, MLG-2010, the Eighth Workshop on Mining and Learning with Graphs. New York: ACM, p. 94-101

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

    3 Citations (Scopus)
  • Hierarchical generative biclustering for microRNA expression analysis

    Caldas, J. & Kaski, S., 2010, Research in Computational Molecular Biology, 14th Annual International Conference RECOMB 2010, Lisbon, Portugal, April 25-28. Berger, B. (ed.). Berlin: Springer, p. 65-79

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

    7 Citations (Scopus)
  • Inferring Object Relevance from Gaze in Dynamic Scenes

    Kandemir, M., Saarinen, V.-M. & Kaski, S., 2010, ETRA 2010, ACM Symposium on Eye Tracking Research & Applications, Austin, TX, USA, March 22-24 (ETRA). New York: ACM, p. 105-108

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

    14 Citations (Scopus)
  • Pinview: Implicit Feedback in Content-Based Image Retrieval

    Auer, P., Hussain, Z., Kaski, S., Klami, A., Kujala, J., Laaksonen, J., Leung, A. P., Pasupa, K. & Shawe-Taylor, J., 2010, Workshop on Applications of Pattern Analysis. Diethe, T., Cristianini, N. & Shawe-Taylor, J. (eds.). p. 51-57 (JMLR Workshop and Conference Proceedings; vol. 11).

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

  • Pinview: Implicit Feedback in Content-Based Image Retrieval

    Auer, P., Hussain, Z., Kaski, S., Klami, A., Kujala, J., Laaksonen, J., Leung, A. P., Pasupa, K. & Shawe-Taylor, J., 2010, ICML Workshop on Reinforcement Learning and Search in Very Large Spaces. Haifa

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

  • Ubiquitous Contextual Information Access with Proactive Retrieval and Augmentation

    Ajanki, A., Billinghurst, M., Kandemir, M., Kaski, S., Koskela, M., Kurimo, M., Laaksonen, J., Puolamäki, K. & Tossavainen, T., 2010, The fourth International Workshop on Ubiquitous Virtual Reality (IWUVR2010).

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

  • Variational Bayesian mixture of robust CCA models

    Viinikanoja, J., Klami, A. & Kaski, S., 2010, Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010. Berlin: Springer, p. 370-385

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

    17 Citations (Scopus)
  • 2009

    An Analysis of Generalization Error in Relevant Subtask Learning

    Yamazaki, K. & Kaski, S., 2009, Advances in Neuro-Information Processing, 15th International Conference, ICONIP 2008. Köppen, M., Kasabov, N. & Coghill, G. (eds.). Berlin Heidelberg: Springer, p. 629-637

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

    1 Citation (Scopus)
  • Automatic Choice of Control Measurements

    Leen, G., Hardoon, D. R. & Kaski, S., 2009, Advances in Machine Learning (Proc. ACML'09, The 1st Asian Conference on Machine Learning). Zhou, Z.-H. & Washio, T. (eds.). Springer, p. 206-219

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

  • Bayesian Solutions to the Label Switching Problem

    Puolamäki, K. & Kaski, S., 2009, Advances in Intelligent Data Analysis VIII, Proceedings of the 8th International Symposium on Intelligent Data Analysis, IDA 2009. Adams, N., Robardet, C., Siebes, A. & Boulicaut, J.-F. (eds.). Berlin: Springer, p. 381-392

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

    8 Citations (Scopus)
  • Dependency detection with similarity constraints

    Lahti, L., Myllykangas, S., Knuutila, S. & Kaski, S., 2009, Proc. MLSP 2009, IEEE International Workshop on Machine Learning for Signal Processing. IEEE, p. 89-94

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

    12 Citations (Scopus)
  • Fast Dependent Components for fMRI Analysis

    Savia, E., Klami, A. & Kaski, S., 2009, ICASSP 09, the International Conference on Acoustics, Speech, and Signal Processing. p. 1737-1740

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

    5 Citations (Scopus)
  • GaZIR: Gaze-based Zooming Interface for Image Retrieval

    Kozma, L., Klami, A. & Kaski, S., 2009, Proc. ICMI-MLMI 2009, The Eleventh International Conference on Multimodal Interfaces and The Sixth Workshop on Machine Learning for Multimodal Interaction. New York: ACM, p. 305-312

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

    40 Citations (Scopus)
  • Learning to Rank Images from Eye movements

    Pasupa, K., Saunders, C., Szedmak, S., Klami, A., Kaski, S. & Gunn, S., 2009, IEEE International Workshop on Human-Computer Interaction (HCI2009), October 4, 2009, Kyoto, Japan. p. 2009-2016

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

    12 Citations (Scopus)
  • Multi-Way, Multi-View Learning

    Huopaniemi, I., Suvitaival, T., Nikkilä, J., Oresic, M. & Kaski, S., 2009, NIPS 2009 workshop on Learning from Multiple Sources with Applications to Robotics.

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

  • Supervised Nonlinear Dimensionality Reduction by Neighbor Retrieval

    Peltonen, J., Aidos, H. & Kaski, S., 2009, ICASSP 2009, the IEEE International Conference on Acoustics, Speech, and Signal Processing. IEEE, p. 1809-1812

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

    7 Citations (Scopus)
  • Two-Way Grouping by One-Way Topic Models

    Savia, E., Puolamäki, K. & Kaski, S., 2009, IDA 2009, The 8th International Symposium on Intelligent Data Analysis, Advances in Intelligent Data Analysis VIII. Berlin / Heidelberg: Springer, p. 178-189

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

  • Using Dependencies to Pair Samples for Multi-View Learning

    Tripathi, A., Klami, A. & Kaski, S., 2009, ICASSP 09, the International Conference on Acoustics, Speech, and Signal Processing. p. 1561-1564

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

    4 Citations (Scopus)
  • 2008

    A simple infinite topic mixture for rich graphs and relational data

    Sinkkonen, J., Parkkinen, J., Aukia, J. & Kaski, S., 2008, NIPS 2008 Workshop on Analyzing Graphs: Theory and Applications. p. 7

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

  • Bayesian Biclustering with the Plaid Model

    Caldas, J. & Kaski, S., 2008, The IEEE International Workshop on Machine Learning for Signal Processing XVIII. Príncipe, J., Erdogmus, D. & Adali, T. (eds.). IEEE, p. 291-296

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

    29 Citations (Scopus)
  • Infinite mixtures for multi-relational categorical data

    Sinkkonen, J., Aukia, J. & Kaski, S., 2008, 6th International Workshop on Mining and Learning with Graphs (MLG 2008). Kaski, S., Vishwanathan, S. V. N. & Wrobel, S. (eds.).

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

  • Learning to learn implicit queries from gaze patterns

    Puolamäki, K., Ajanki, A. & Kaski, S., 2008, ICML 2008, Twenty-Fifth International Conference on Machine Learning. McCallum, A. & Roweis, S. (eds.). Madison, p. 760-767

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

    12 Citations (Scopus)
  • Macadamia: Master's Programme in Machine Learning and Data Mining

    Raiko, T., Puolamäki, K., Karhunen, J., Hollmén, J., Honkela, A., Kaski, S., Mannila, H., Oja, E. & Simula, O., 2008, Teaching Machine Learning - Workshop on Open Problems and New Directions. Jacquemont, S. & Higuera, C. D. L. (eds.). Saint-'Etienne

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

  • On asymmetric generalization error of asymmetric multitask learning

    Yamazaki, K. & Kaski, S., 2008, Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada.

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

  • Two-level infinite mixture for multi-domain data

    Rogers, S., Sinkkonen, J., Klami, A., Girolami, M. & Kaski, S., 2008, Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada.

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

  • Variational Bayes Learning from Relevant Tasks Only

    Peltonen, J., Yaslan, Y. & Kaski, S., 2008, Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada.

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

  • 2007

    Discovering condition-dependent Bayesian networks for gene regulation

    Ajanki, A., Nikkilä, J. & Kaski, S., 2007, Fifth IEEE International Workshop on Genomic Signal Processing and Statistics, Tuusula, Finland, 2007.

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

  • Fast Semi-Supervised Discriminative Component Analysis

    Peltonen, J., Goldberger, J. & Kaski, S., 2007, 2007 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2007), Thessaloniki, Greece, August 27-29, 2007. Diamantaras, K., Adali, T., Pitas, I., Larsen, J., Papadimitriou, T. & Douglas, S. (eds.). IEEE, p. 312-317

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

    8 Citations (Scopus)
  • Functional Elements and Networks in fMRI

    Ylipaavalniemi, J., Savia, E., Vigário, R. & Kaski, S., 2007, 15th European Symposium on Artificial Neural Networks (ESANN 2007). Bruges, p. 561-566

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

    4 Citations (Scopus)
  • Inferring vertex properties from topology in large networks

    Sinkkonen, J., Aukia, J. & Kaski, S., 2007, 5th International Workshop on Mining and Learning with Graphs, MLG'07, Firenze, Italy, Aug 1-3, 2007.

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

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