Kai Puolamäki

Research outputs

  1. 2019
  2. Published

    Randomization algorithms for large sparse networks

    Puolamäki, K., Henelius, A. & Ukkonen, A., 30 May 2019, In : Physical Review E. 99, 5, p. 1-15 15 p., 053311.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Tiler: Software for human-guided data exploration

    Henelius, A., Oikarinen, E. & Puolamäki, K., 1 Jan 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Brefeld, U., Marascu, A., Pinelli, F., Curry, E., MacNamee, B., Hurley, N., Daly, E. & Berlingerio, M. (eds.). Springer Verlag, p. 672-676 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

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

  4. 2018
  5. Published

    Biosignals reflect pair-dynamics in collaborative work: EDA and ECG study of pair-programming in a classroom environment

    Ahonen, L., Cowley, B. U., Hellas, A. & Puolamäki, K., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-16 3138.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Interactive visual data exploration with subjective feedback: An information-theoretic approach

    Puolamaki, K., Oikarinen, E., Kang, B., Lijffijt, J. & De Bie, T., 24 Oct 2018, Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018). Institute of Electrical and Electronics Engineers, p. 1212-1215 4 p. 8509333

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

  7. Published

    Subjectively Interesting Subgroup Discovery on Real-valued Targets

    Lijffijt, J., Kang, B., Duivesteijn, W., Puolamäki, K., Oikarinen, E. & De Bie, T., 2018, Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018). IEEE, p. 1356-1359 4 p. 8509369

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

  8. 2017
  9. Published

    Probabilistic approach to robust wearable gaze tracking

    Toivanen, M., Lukander, K. & Puolamäki, K., 2017, In : JOURNAL OF EYE MOVEMENT RESEARCH. 10, 4, p. 1-26

    Research output: Contribution to journalArticleScientificpeer-review

  10. 2016
  11. Published

    Significance testing of word frequencies in corpora

    Lijffijt, J., Nevalainen, T., Säily, T., Papapetrou, P., Puolamäki, K. & Mannila, H., 1 Jun 2016, In : Digital Scholarship in the Humanities. 31, 2, p. 374-397 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  12. 2015
  13. Published

    Re: Know Ecosystem Plan

    Lehtiniemi, T., Poikola, A., Kuikkaniemi, K., Floréen, P., Turpeinen, M., Cowley, B., Lukander, K. & Puolamäki, K., 2015, Helsinki.

    Research output: Working paperProfessional

  14. 2014
  15. Published

    Size matters: choosing the most informative set of window lengths for mining patterns in event sequences

    Lijffijt, J., Papapetrou, P. & Puolamäki, K., 9 Dec 2014, In : Data Mining and Knowledge Discovery. 29, 6, p. 1838-1864 27 p.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    A statistical significance testing approach to mining the most informative set of patterns

    Lijffijt, J., Papapetrou, P. & Puolamäki, K., 2014, In : Data Mining and Knowledge Discovery. 28, 1, p. 238-263

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Confidence bands for time series data

    Korpela, J., Puolamäki, K. & Gionis, A., 2014, In : Data Mining and Knowledge Discovery. 28, 5-6, p. 1530-1553

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Evolution of neogene mammals in Eurasia: Environmental forcing and biotic interactions

    Fortelius, M., Eronen, J. T., Kaya, F., Tang, H., Raia, P. & Puolamäki, K., 2014, In : ANNUAL REVIEW OF EARTH AND PLANETARY SCIENCES. 42, p. 579-604 26 p.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  19. 2013
  20. Published

    Exploring the mammalian sensory space: Co-operations and trade-offs among senses

    Nummela, S., Pihlström, H., Puolamäki, K., Fortelius, M., Hemilä, S. & Reuter, T., Dec 2013, In : JOURNAL OF COMPARATIVE PHYSIOLOGY A: NEUROETHOLOGY SENSORY NEURAL AND BEHAVIORAL PHYSIOLOGY. 199, 12, p. 1077-1092 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Sound sample detection and numerosity estimation using auditory display

    Gamper, H., Dicke, C., Billinghurst, M. & Puolamäki, K., 2013, In : ACM Transactions on Applied Perception. 10, 1, p. 1-18

    Research output: Contribution to journalArticleScientificpeer-review

  22. 2012
  23. Published

    Dental functional traits of mammals resolve productivity in terrestrial ecosystems past and present

    Liu, L., Puolamäki, K., Eronen, J. T., Ataabadi, M. M., Hernesniemi, E. & Fortelius, M., 2012, In : PROCEEDINGS OF THE ROYAL SOCIETY B: BIOLOGICAL SCIENCES. 279, 1739, p. 2793-2799

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    Neogene Aridification of the Northern Hemisphere

    Eronen, J. T., Fortelius, M., Portmann, F. T., Puolamäki, K. & Janis, C. M., 2012, In : GEOLOGY. 40, 9, p. 823-826

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Size Matters: Finding the Most Informative Set of Window Lengths

    Lijffijt, J., Papapetrou, P. & Puolamäki, K., 2012, ECML PKDD European Conference on Machine Learning and Knowledge Discovery in Databases: (ECML PKDD 2012) ECML PKDD, Bristol, United Kingdom, September 24 - 28, 2012. Flach, P. A., De Bie, T. & Cristianini, N. (eds.). p. 451-466

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

  26. 2011
  27. Published

    Analyzing Word Frequencies in Large Text Corpora using Inter-arrival Times and Bootstrapping

    Lijffijt, J., Papapetrou, P., Puolamäki, K. & Mannila, H., 2011, ECML PKDD The European conference of Machine learning and knowledge discovery in databases - Part II (ECML PKDD 2011) ECML PKDD. Berlin, p. 341-357

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

  28. Published

    An Augmented Reality Interface to Contextual Information

    Ajanki, A., Billinghurst, M., Gamper, H., Järvenpää, T., Kandemir, M., Kaski, S., Koskela, M., Kurimo, M., Laaksonen, J., Puolamäki, K. & 2 othersRuokolainen, T. & Tossavainen, T., 2011, In : VIRTUAL REALITY. 15, 2-3, p. 161-173

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Correlations and Co-Occurrences of Taxa: the Role of Temporal, Geographic and Taxonomic Restrictions

    Kallio, A., Puolamäki, K., Fortelius, M. & Mannila, H., 2011, In : Palaeontologia Electronica. 14, 1

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    The effect of scale, climate and environment on species richness and spatial distribution of Finnish birds

    Eronen, J. T., Puolamäki, K., Heikinheimo, H., Lokki, H., Venäläinen, A., Mannila, H. & Fortelius, M., 2011, In : Annales Zoologici Fennici. 48, 5, p. 257-274

    Research output: Contribution to journalArticleScientificpeer-review

  31. 2010
  32. Published

    Canonical analysis of individual vocabulary profiling data

    Lokki, T. & Puolamäki, K., 2010, Second International Workshop on Quality of Multimedia Experience (QoMEX2010), Trondheim, Norway, June 21-23, 2010. p. 152-157

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

  33. Published

    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. & 1 othersTossavainen, 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 contributionScientificpeer-review

  34. Published

    Data Mining

    Puolamäki, K., Therón, R., Huisman, O., Johansson, J., Miksch, S., Papapetrou, P. & Rinzivillo, S., 2010, Mastering the Information Age Solving Problems with Visual Analytics. Keim, D., Kohlhammer, J., Ellis, G. & Mansmann, F. (eds.). Goslar: Eurographics Association, p. 39-56

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  35. Published

    Precipitation and large herbivorous mammals, part I: Estimates from present-day communities

    Eronen, J. T., Puolamäki, K., Liu, L., Lintulaakso, K., Damuth, J., Janis, C. & Fortelius, M., 2010, In : Evolutionary ecology. 12, 2, p. 217-233

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    Precipitation and large herbivorous mammals, part II: Application to fossil data

    Eronen, J. T., Puolamäki, K., Liu, L., Lintulaakso, K., Damuth, J., Janis, C. & Fortelius, M., 2010, In : Evolutionary ecology. 12, 2, p. 235-248

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    The Smallest Set of Constraints that Explains the Data: a Randomization Approach

    Lijffijt, J., Papapetrou, P., Vuokko, N. & Puolamäki, K., 2010, Espoo, p. 22, (TKK reports in information and computer science; no. 31; TKK-ICS-R31).

    Research output: Working paperProfessional

  38. Published

    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 contributionScientificpeer-review

  39. Published

    Visually Controllable Data Mining Methods

    Puolamäki, K., Papapetrou, P. & Lijffijt, J., 2010, IEEE International Conference on Data Mining Workshops 2010.

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

  40. 2009
  41. Published

    A Randomized Approximation Algorithm for Computing Bucket Orders

    Ukkonen, A., Puolamäki, K., Gionis, A. & Mannila, H., 2009, In : Information Processing Letters. 109, 7, p. 356-359

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    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, p. 381-392

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

  43. Published

    Can Eyes Reveal Interest? Implicit Queries from Gaze Patterns

    Ajanki, A., Hardoon, D. R., Kaski, S., Puolamäki, K. & Shawe-Taylor, J., 2009, In : User Modeling and User-Adapted Interaction: The Journal of Personalization Research. 19, 4, p. 307-339

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Latent Grouping Models for User Preference Prediction

    Savia, E., Puolamäki, K. & Kaski, S., 2009, In : Machine Learning. 74, p. 75-109

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    Multiple Hypothesis Testing in Pattern Discovery

    Hanhijärvi, S., Puolamäki, K. & Garriga, G. C., 2009, Espoo, p. 31, (TKK reports in information and computer science; no. 21; TKK-ICS-R21).

    Research output: Working paperProfessional

  46. Published

    On Two-Way Grouping by One-Way Topic Models

    Savia, E., Puolamäki, K. & Kaski, S., 2009, Espoo, p. 29, (TKK Reports in Information and Computer Science; no. TKK-ICS-R15).

    Research output: Working paperProfessional

  47. Published

    Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery

    Puolamäki, K., 2009, New York: ACM.

    Research output: Book/ReportAnthologyScientificpeer-review

  48. Published

    Randomization Techniques for Graphs

    Hanhijärvi, S., Garriga, G. C. & Puolamäki, K., 2009, The 2009 SIAM International Conference on Data Mining (SDM09).

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

  49. Published

    Tell Me Something I Don't Know: Randomization Strategies for Iterative Data Mining

    Hanhijärvi, S., Ojala, M., Vuokko, N., Puolamäki, K., Tatti, N. & Mannila, H., 2009, The 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD09). p. 379-388

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

  50. Published

    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, p. 178-189

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

  51. Published

    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., 2009, Espoo, p. 24, (TKK reports in information and computer science; no. 27; TKK-ICS-R27).

    Research output: Working paperProfessional

  52. Published

    Visual Analytics.Final Report

    Järvinen, P., Puolamäki, K., Siltanen, P. & Ylikerälä, M., 2009, Espoo, (VTT Working Papers; no. 117).

    Research output: Working paperProfessional

  53. 2008
  54. Published

    An approximation ratio for biclustering

    Puolamäki, K., Hanhijärvi, S. & Garriga, G. C., 2008, In : Information Processing Letters. 108, 2, p. 45-49

    Research output: Contribution to journalArticleScientificpeer-review

  55. Published

    Bayesian Solutions to the Label Switching Problem

    Puolamäki, K. & Kaski, S., 2008, Espoo, p. iii, 8 p., (TKK reports in information and computer science; no. 7; TKK-ICS-R7).

    Research output: Working paperProfessional

  56. Published

    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 contributionScientificpeer-review

  57. Published

    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 contributionScientificpeer-review

  58. Published

    Randomization Techniques for Statistical Significance Testing on Graphs

    Hanhijärvi, S., Garriga, G. C. & Puolamäki, K., 2008, MLG-2008: 6th International Workshop on Mining and Learning with Graphs, Helsinki, Finland, July 4-5, 2008.

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

  59. 2007
  60. Published

    An Approximation Ratio for Biclustering

    Puolamäki, K., Hanhijärvi, S. & Garriga, G. C., 2007, Espoo, Finland, (Helsinki University of Technology, Publications in Computer and Information Science; no. Report E13).

    Research output: Working paperProfessional

  61. Published

    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 proceedingConference contributionScientificpeer-review

  62. 2006
  63. Published

    Algorithms for Discovering Bucket Orders from Data

    Gionis, A., Mannila, H., Puolamäki, K. & Ukkonen, A., 2006, 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, USA, August 20-23, 2006. p. 561-566

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

  64. Published

    Discriminative MCMC

    Puolamäki, K., Salojärvi, J., Savia, E. & Kaski, S., 2006, Espoo, Finland, (Publications in Computer and Information Science; no. Report E1).

    Research output: Working paperProfessional

Previous 1 2 Next

ID: 65098