List of publications

15 June 2017

Kai Puolamäki, Docent, PhD

Senior Research Scientist, Finnish Institute of Occupational Health

I have 65 peer-reviewed scientific articles of which 35 are journal papers. The citation counts of the 38 articles which have been cited at least 10 times are shown below. The citation counts are from Google Scholar on 15 January 2017.[1]

Please see http://www.iki.fi/kaip/publications.html for the up-to-date list of my publications.

A Peer-reviewed scientific articles

Scientific articles in refereed scientific journals

1. Kristian Lukander, Miika Toivanen, Kai Puolamäki. Inferring intent and action from gaze in naturalistic behaviour - a review. International Journal of Mobile Human Computer Interaction, Special Issue for Mobile HCI 2016 Workshop Best Papers, to appear.

2. Jussi Korpela, Andreas Henelius, Lauri Ahonen, Arto Klami, Kai Puolamäki. Using regression makes extraction of shared variation in multiple datasets easy. Data Mining and Knowledge Discovery, 30(5): 1112-1133, 2016. http://dx.doi.org/10.1007/s10618-016-0465-y 

3. Lauri Ahonen, Benjamin Cowley, Jari Torniainen, Antti Ukkonen, Arto Vihavainen, Kai Puolamäki. Cognitive Collaboration Found in Cardiac Physiology: Study in Classroom Environment. PLoS ONE 11(7): e0159178, 2016. http://dx.doi.org/10.1371/journal.pone.0159178 

4. [11 citations] Jefrey Lijffijt, Terttu Nevalainen, Tanja Säily, Panagiotis Papapetrou, Kai Puolamäki, Heikki Mannila. Significance testing of word frequencies in corpora. Digital Scholarship in the Humanities, 31(2): 374-397, 2016. http://dx.doi.org/10.1093/llc/fqu064 

5. Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki. Size matters: choosing the most informative set of window lengths for mining patterns in event sequences. Data Mining and Knowledge Discovery, 29(6): 1838-1864, 2015. http://dx.doi.org/10.1007/s10618-014-0397-3 

6. Jussi Korpela, Kai Puolamäki, Aristides Gionis. Confidence bands for time series data. Data Mining and Knowledge Discovery, 28(5-6): 1530-1553, 2014. http://dx.doi.org/10.1007/s10618-014-0371-0 

7. [11 citations] Andreas Henelius, Kai Puolamäki, Henrik Boström, Lars Asker, Panagiotis Papapetrou. A peek into the black box: exploring classifiers by randomization. Data Mining and Knowledge Discovery, 28(5-6): 1503-1529, 2014. http://dx.doi.org/10.1007/s10618-014-0368-8 

8. [30 citations] Mikael Fortelius, Jussi T. Eronen, Ferhat Kaya, Hui Tang, and Kai Puolamäki. Evolution of Neogene Mammals in Eurasia: Environmental Forcing and Biotic Interactions. Annual Review of Earth and Planetary Sciences, 42: 579-604, 2014. http://dx.doi.org/10.1146/annurev-earth-050212-124030 

9. Andreas Henelius, Mikael Sallinen, Minna Huotilainen, Kiti Müller, Jussi Virkkala, and Kai Puolamäki. Heart Rate Variability for Evaluating Vigilant Attention in Partial Chronic Sleep Restriction. Sleep, 37(7): 1257-1267, 2014. http://dx.doi.org/10.5665/sleep.3850 

10. [28 citations] Jefrey Lijffijt, Panagiotis Papapetrou, and Kai Puolamäki. A statistical significance testing approach to mining the most informative set of patterns. Data Mining and Knowledge Discovery, 28(1):238–263, 2014. http://dx.doi.org/10.1007/s10618-012-0298-2 

11. [14 citations] Sirpa Nummela, Henry Pihlström, Kai Puolamäki, Mikael Fortelius, Simo Hemilä, and Tom Reuter. Exploring the mammalian sensory space: co-operations and trade-offs among senses. Journal of Comparative Physiology A, 199(12):1077–1092, 2013. http://dx.doi.org/10.1007/s00359-013-0846-2 

12. Hannes Gamper, Christina Dicke, Mark Billinghurst, and Kai Puolamäki. Sound sample detection and numerosity estimation using auditory display. ACM Transactions on Applied Perception, 10(1):4:1–4:18, 2013. http://dx.doi.org/10.1145/2422105.2422109 

13. [37 citations] Jussi T. Eronen, M. Fortelius, F.T. Portmann, K. Puolamäki, and Christine M. Janis. Neogene aridification of the Northern Hemisphere. Geology, 40(9):823–826, 2012. http://dx.doi.org/10.1130/G33147.1 

14. [20 citations] Liping Liu, Kai Puolamäki, Jussi T. Eronen, Majid M. Ataabadi, Elina Hernesniemi, and Mikael Fortelius. Dental functional traits of mammals resolve productivity in terrestrial ecosystems past and present. Proceedings of the Royal Society B, 279(1739):2793–2799, 2012. http://dx.doi.org/10.1098/rspb.2012.0211 

15. Jussi T. Eronen, Kai Puolamäki, Hannes Heikinheimo, Heikki Lokki, Ari Venäläinen, Heikki Mannila, and Mikael Fortelius. The effect of scale, climate and environment on species richness and spatial distribution of Finnish birds. Annales Zoologici Fennici, 48(5):257–274, 2011. http://www.sekj.org/PDF/anz48-free/anz48-257.pdf 

16. [43 citations] Antti Ajanki, Mark Billinghurst, Hannes Gamper, Toni Järvenpää, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki, Teemu Ruokolainen, and Timo Tossavainen. An augmented reality interface to contextual information. Virtual Reality, 15(2-3):161–173, 2011. http://dx.doi.org/10.1007/s10055-010-0183-5 

17. Aleksi Kallio, Kai Puolamäki, Mikael Fortelius, and Heikki Mannila. Correlations and co-occurrences of taxa: the role of temporal, geographic and taxonomic restrictions. Palaeontologia Electronica, 14(1): 4A, 2011. http://palaeo-electronica.org/2011_1/222/index.html 

18. [57 citations] J. T. Eronen, K. Puolamäki, L. Liu, K. Lintulaakso, J. Damuth, C. Janis, and M. Fortelius. Precipitation and large herbivorous mammals, part I: Estimates from present-day communities. Evolutionary Ecology Research, 12(2):217–233, 2010. http://www.evolutionary-ecology.com/issues/v12/n02/ggar2538.pdf 

19. [68 citations] J. T. Eronen, K. Puolamäki, L. Liu, K. Lintulaakso, J. Damuth, C. Janis, and M. Fortelius. Precipitation and large herbivorous mammals, part II: Application to fossil data. Evolutionary Ecology Research, 12(2):235–248, 2010. http://www.evolutionary-ecology.com/issues/v12/n02/hhar2539.pdf 

20. [38 citations] Antti Ajanki, David Hardoon, Samuel Kaski, Kai Puolamäki, and John Shawe-Taylor. Can eyes reveal interest? Implicit queries from gaze patterns. User Modeling and User-Adapted Interaction, 19(4):307–339, 2009. http://dx.doi.org/10.1007/s11257-009-9066-4 

21. Antti Ukkonen, Kai Puolamäki, Aristides Gionis, and Heikki Mannila. A randomized approximation algorithm for computing bucket orders. Information Processing Letters, 109(7):356–359, 2009. http://dx.doi.org/10.1016/j.ipl.2008.12.003 

22. [16 citations] Eerika Savia, Kai Puolamäki, and Samuel Kaski. Latent grouping models for user preference prediction. Machine Learning, 74(1):75–109, 2009. http://dx.doi.org/10.1007/s10994-008-5081-7 

23. [13 citations] Kai Puolamäki, Sami Hanhijärvi, and Gemma C. Garriga. An approximation ratio for biclustering. Information Processing Letters, 108(2):45–49, 2008. http://dx.doi.org/10.1016/j.ipl.2008.03.013 

24. [43 citations] Kai Puolamäki, Mikael Fortelius, and Heikki Mannila. Seriation in paleontological data using Markov chain Monte Carlo methods. PLoS Computational Biology, 2(2):e6, 2006. http://dx.doi.org/10.1371/journal.pcbi.0020006 

25. Kai Puolamäki. Higgs sector and R-parity breaking couplings in models with broken U(1)B-L gauge symmetry. Physical Review D, 62(5):055010, 2000. http://dx.doi.org/10.1103/PhysRevD.62.055010 

26. [13 citations] Katri Huitu, Yoshiharu Kawamura, Tatsuo Kobayashi, and Kai Puolamäki. Generic gravitational corrections to gauge couplings in SUSY SU(5) GUTs. Physics Letters B, 468(1–2):111–117, 1999. http://dx.doi.org/10.1016/S0370-2693(99)01196-X 

27. [18 citations] Mariana Frank, Homayun Hamidian, and Kai Puolamäki. Supersymmetric spectrum in SO(10) GUTs with gauge-mediated supersymmetry breaking. Physical Review D, 60(9):095011, 1999. http://dx.doi.org/10.1103/PhysRevD.60.095011 

28. [66 citations] Katri Huitu, Yoshiharu Kawamura, Tatsuo Kobayashi, and Kai Puolamäki. Phenomenological constraints on SUSY SU(5) GUTs with nonuniversal gaugino masses. Physical Review D, 61:035001, 1999. http://dx.doi.org/10.1103/PhysRevD.61.035001 

29. [16 citations] Mariana Frank, Homayun Hamidian, and Kai Puolamäki. SO(10) GUTs with gauge mediated supersymmetry breaking. Physics Letters B, 456(2–4):179–184, 1999. http://dx.doi.org/10.1016/S0370-2693(99)00506-7 

30. Katri Huitu, Kai Puolamäki, and Da-Xin Zhang. Critical basis dependence in bounding R-parity breaking couplings from neutral meson mixing. Physics Letters B, 446(3–4):285–289, 1999. http://dx.doi.org/10.1016/S0370-2693(98)01532-9 

31. Homayun Hamidian, Katri Huitu, Kai Puolamäki, and Da-Xin Zhang. Radiative symmetry breaking and the b→sɣ decay in generalized GMSB models. Physics Letters B, 448(3–4):234–242, 1999. http://dx.doi.org/10.1016/S0370-2693(99)00005-2 

32. [26 citations] Katri Huitu, Jukka Maalampi, and Kai Puolamäki. Signals of spontaneous R parity breaking at LEP and at a linear collider. The European Physical Journal C – Particles and Fields, 6(1):159–166, 1999. http://dx.doi.org/10.1007/s100529800887 

33. [10 citations] Homayun Hamidian, Katri Huitu, Kai Puolamäki, and Da-Xin Zhang. Limits on tanβ in SU(5) GUTs with gauge-mediated supersymmetry breaking. Physics Letters B, 428(3–4):310–314, 1998. http://dx.doi.org/10.1016/S0370-2693(98)00412-2 

34. [21 citations] Katri Huitu, Pran N. Pandita, and Kai Puolamäki. Mass of the lightest Higgs boson in supersymmetric left-right models. Physics Letters B, 423(1–2):97–103, 1998. http://dx.doi.org/10.1016/S0370-2693(98)00086-0 

35. [13 citations] Katri Huitu, Pran N. Pandita, and Kai Puolamäki. Constraining the vacuum expectation values in naturally R-parity conserving supersymmetric models. Physics Letters B, 415(2):156–160, 1997. http://dx.doi.org/10.1016/S0370-2693(97)01275-6 

Peer-reviewed articles in scientific anthologies or printed (including electronic) conference proceedings

36. Jeremias Berg, Emilia Oikarinen, Matti Järvisalo, Kai Puolamäki. Minimum-Width Confidence Bands via Constraint Optimization. In Proc of the 23rd International Conference on Principles and Practice of Constraint Programming (CP 2017), to appear.

37. Jussi Korpela, Emilia Oikarinen, Kai Puolamäki. Multivariate Confidence Intervals. In Proceedings of the 2017 SIAM International Conference on Data Mining, pp. 696-704, 2017. https://dx.doi.org/10.1137/1.9781611974973.78 Extended version is available at https://arxiv.org/abs/1701.05763 

38. Andreas Henelius, Isak Karlsson, Panagiotis Papapetrou, Antti Ukkonen, and Kai Puolamäki. Semigeometric Tiling of Event Sequences. ECML PKDD 2016, Part I, LNCS 9851, pp. 329-344, 2016. http://dx.doi.org/10.1007/978-3-319-46128-1_21 

39. Kai Puolamäki, Bo Kang, Jefrey Lijffijt, Tijl De Bie. Interactive Visual Data Exploration with Subjective Feedback. ECML PKDD 2016, Part II, LNCS 9852, pp. 214-229, 2016. http://dx.doi.org/10.1007/978-3-319-46227-1_14 

40. Bo Kang, Kai Puolamäki, Jefrey Lijffijt, Tijl De Bie. A Tool for Subjective and Interactive Visual Data Exploration. ECML PKDD 2016, Part III, LNCS 9853, pp. 3-7, 2016. http://dx.doi.org/10.1007/978-3-319-46131-1_1 

41. Andreas Henelius, Kai Puolamäki, Isak Karlsson, Jing Zhao, Lars Asker, Henrik Boström, and Panagiotis Papapetrou. GoldenEye++: A Closer Look into the Black Box. Statistical Learning and Data Sciences, Lecture Notes in Computer Science:  9047:96-105, 2015. http://dx.doi.org/10.1007/978-3-319-17091-6_5 

42. Andreas Henelius, Jussi Korpela, and Kai Puolamäki. Explaining Interval Sequences by Randomization. ECML PKDD 2013, Part I, LNCS 8188, pp. 337–352, 2013. http://dx.doi.org/10.1007/978-3-642-40988-2_22 

43. [12 citations] Jefrey Lijffijt, Panagiotis Papapetrou, and Kai Puolamäki. Size Matters: Finding the Most Informative Set of Window Lengths. In Proceedings of ECML-PKDD 2012. Machine Learning and Knowledge Discovery in Databases, Lecture Notes in Computer Science, 7524:451-466, 2012. http://dx.doi.org/10.1007/978-3-642-33486-3_29 

44. [17 citations] Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki, and Heikki Mannila. Analyzing word frequencies in large text corpora using inter-arrival times and bootstrapping. In Proceedings of ECML-PKDD 2011. Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II, pages 341-357, 2011. http://dx.doi.org/10.1007/978-3-642-23783-6_22 

45. A. Ajanki, M. Billinghurst, T. Järvenpää, M. Kandemir, S. Kaski M. Koskela, M. Kurimo, J. Laaksonen, K. Puolamäki, T. Ruokolainen, and T. Tossavainen. Contextual information access with augmented reality. In 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP), pages 95–100, 2010. http://dx.doi.org/10.1109/MLSP.2010.5589228 

46. Kai Puolamäki, Panagiotis Papapetrou, and Jefrey Lijffijt. Visually controllable data mining methods. In IEEE International Conference on Data Mining Workshops 2010, 2010. http://dx.doi.org/10.1109/ICDMW.2010.141 

47. Antti Ajanki, Mark Billinghurst, Melih Kandemir, Samuel Kaski, Markus Koskela, Jorma Laaksonen, Kai Puolamäki, and Timo Tossavainen. Ubiquitous contextual information access with proactive information retrieval and augmentation. In The Fourth International Workshop in Ubiquitous Augmented Reality (IWUVR 2010), 2010.

48. Tapio Lokki and Kai Puolamäki. Canonical analysis of individual vocabulary profiling data. In 2010 Second International Workshop on Quality of Multimedia Experience (QoMEX), pages 152–157, 2010. http://dx.doi.org/10.1109/QOMEX.2010.5516320 

49. [11 citations] Kai Puolamäki and Samuel Kaski. Bayesian solutions to the label switching problem. In Advances in Intelligent Data Analysis VIII, Lecture Notes in Computer Science, pages 381–392, Berlin / Heidelberg, 2009. Springer. http://dx.doi.org/10.1007/978-3-642-03915-7_33 

50. Eerika Savia, Kai Puolamäki, and Samuel Kaski. Two-way grouping by one-way topic models. In Advances in Intelligent Data Analysis VIII, Lecture Notes in Computer Science, pages 178–189, Berlin / Heidelberg, 2009. Springer. http://dx.doi.org/10.1007/978-3-642-03915-7_16 

51. [65 citations] Sami Hanhijärvi, Markus Ojala, Niko Vuokko, Kai Puolamäki, Nikolaj Tatti, and Heikki Mannila. Tell me something I don't know: Randomization strategies for iterative data mining. In Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '09), pages 379-388, New York, NY, USA, 2009. ACM. http://dx.doi.org/10.1145/1557019.1557065 

52. [64 citations] Sami Hanhijärvi, Gemma C. Garriga, and Kai Puolamäki. Randomization techniques for graphs. In Proceedings of the 9th SIAM International Conference on Data Mining (SDM '09), pages 780–791, 2009. http://www.siam.org/proceedings/datamining/2009/dm09_071_hanhijarvis.pdf 

53. [11 citations] Kai Puolamäki, Antti Ajanki, and Samuel Kaski. Learning to learn implicit queries from gaze patterns. In Proceedings of the 25th International Conference on Machine Learning (ICML '08), pages 760–767, New York, NY, USA, 2008. ACM. http://dx.doi.org/10.1145/1390156.1390252 

54. Sami Hanhijärvi, Gemma C. Garriga, and Kai Puolamäki. Randomization techniques for statistical significance testing on graphs, 2008. Poster and extended abstract, 6th International Workshop on Mining and Learning with Graphs (MLG '08). [Peer-reviewed and published at the workshop web site, but with no formal proceedings] http://research.ics.aalto.fi/events/MLG08/posters.html 

55. Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmén, Antti Honkela, Heikki Mannila, Erkki Oja, and Olli Simula. Macadamia: Master's programme in machine learning and data mining. Teaching Machine Learning Workshop on Open Problems and New Directions, 2008.

56. [31 citations] David Hardoon, John Shawe-Taylor, Antti Ajanki, Kai Puolamäki, and Samuel Kaski. Information retrieval by inferring implicit queries from eye movements. In International Conference on Artificial Intelligence and Statistics (AISTATS '07), 2007. http://jmlr.csail.mit.edu/proceedings/papers/v2/hardoon07a/hardoon07a.pdf 

57. [21 citations] Aristides Gionis, Heikki Mannila, Kai Puolamäki, and Antti Ukkonen. Algorithms for discovering bucket orders from data. In Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '06), pages 561–566, New York, NY, USA, 2006. ACM. http://dx.doi.org/10.1145/1150402.1150468 

58. [11 citations] Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. On discriminative joint density modeling. In Machine Learning: ECML 2005, volume 3720/2005 of Lecture Notes in Computer Science, pages 341–352, Berlin / Heidelberg, 2005. Springer. http://dx.doi.org/10.1007/11564096_34 

59. [37 citations] Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. Implicit relevance feedback from eye movements. In Artificial Neural Networks: Biological Inspirations – ICANN 2005, volume 3696/2005 of Lecture Notes in Computer Science, pages 513–518, Berlin / Heidelberg, 2005. Springer. http://dx.doi.org/10.1007/11550822_80 

60. [80 citations] Kai Puolamäki, Jarkko Salojärvi, Eerika Savia, Jaana Simola, and Samuel Kaski. Combining eye movements and collaborative filtering for proactive information retrieval. In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '05), pages 146–153, New York, NY, USA, 2005. ACM. http://dx.doi.org/10.1145/1076034.1076062 

61. [45 citations] Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. Expectation maximization algorithms for conditional likelihoods. In Proceedings of the 22nd International Conference on Machine Learning (ICML '05), pages 752–759, New York, NY, USA, 2005. ACM. http://dx.doi.org/10.1145/1102351.1102446 

62. [14 citations] Eerika Savia ja Kai Puolamäki, Janne Sinkkonen, and Samuel Kaski. Two-way latent grouping model for user preference prediction. In Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence (UAI '05), pages 518–525, 2005. http://uai.sis.pitt.edu/papers/05/p518-savia.pdf 

63. [18 citations] Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. Relevance feedback from eye movements for proactive information retrieval. In Proceedings of the Processing Sensory Information for Proactive Systems (PSIPS '04), 2004. http://eprints.pascal-network.org/archive/00000117/02/psips04.pdf 

64. Katri Huitu, Pran Pandita, and Kai Puolamäki. The lightest neutral and doubly charged Higgs bosons of supersymmetric left-right models. In Proceedings of the 4th International Workshop on Linear Colliders (LCWS 99), 1999. http://arxiv.org/abs/hep-ph/9910504 

B Non-reviewed scientific articles

Articles, surveys and editorials in non-peer-reviewed scientific journals, and editorials, surveys and (at the author's discretion) book reviews in refereed journals

65. Andreas Henelius, Kai Puolamäki, Henrik Boström, Panagiotis Papapetrou. Clustering with Confidence: Finding Clusters with Statistical Guarantees, 2016. arXiv:1612.08714 [stat.ML]. https://arxiv.org/abs/1612.08714 

66. Andreas Henelius, Antti Ukkonen, Kai Puolamäki. Finding Statistically Significant Attribute Interactions, 2016. arXiv:1612.07597 [stat.ML].  https://arxiv.org/abs/1612.07597 

67. Sami Hanhijärvi, Kai Puolamäki, and Gemma C. Garriga. Multiple hypothesis testing in pattern discovery, 2009. arXiv:0906.5263v1 [stat.ML]. http://arxiv.org/abs/0906.5263 

68. Tom Reuter, Sirpa Nummela, Henry Pihlström, Kai Puolamäki, and Mikael Fortelius. Mammalian sensory organs: Size and function, 2008. Talk given by TR at the VISIONARIUM VII meeting at Tvärminne Zoological Station, University of Helsinki.

69. Mikael Fortelius, Kai Puolamäki, Jukka Jernvall, Heikki Mannila, and Aristides Gionis. Data quality, signal detection, and methodological robusticity in the analysis of large fossil datasets, 2006. Talk given by MF at the 66th Annual Meeting of the Society of Vertebrate Paleontology, Ottawa, Ontario, Canada, 18–21 October 2006. Abstract appears in Journal of Vertebrate Paleontology, Volume 26, supplement to number 3.

70. [10 citations] Katri Huitu, Jukka Maalampi, Pran Pandita, Kai Puolamäki, Martti Raidal, and Nikolai Romanenko. Tests of the left-right electroweak model at linear collider, 1999. Part of "e+e- Linear Colliders: Physics and Detector Studies, Part F" (DESY). http://arxiv.org/abs/hep-ph/9912405 

71. Katri Huitu, Jukka Maalampi, Aarre Pietilä, Kai Puolamäki, and Martti Raidal. Direct tests of the left-right electroweak model at linear collider, 1997. Part of "e+e- Linear Colliders: Physics and Detector Studies, Part E" (DESY 97-123E, edited by R. Settles).

72. Katri Huitu, Pran N. Pandita, and Kai Puolamäki. Constraining the scales of supersymmetric left-right models. In Proceedings of the 5th International Conference on Physics Beyond the Standard Model, 1997. Talk given by KH. http://arxiv.org/abs/hep-ph/9708492 

73. Katri Huitu, Jukka Maalampi, and Kai Puolamäki. Phenomenology of SUSY-models with spontaneously broken R-parity. In Proceedings of the 5th International Conference on Physics Beyond the Standard Model, 1997. Talk given by KP. http://arxiv.org/abs/hep-ph/9708491 

Articles in departmental publication series

74. Jefrey Lijffijt, Panagiotis Papapetrou, Niko Vuokko, and Kai Puolamäki. The smallest set of constraints that explains the data: a randomization approach. Technical Report TKK-ICS-R31, Aalto University School of Science and Technology, Department of Information and Computer Science, May 2010.

75. Antti Ajanki, Mark Billinghurst, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki, and Timo Tossavainen. Ubiquitous contextual information access with proactive retrieval and augmentation. Technical Report TKK-ICS-R27, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, December 2009.

76. Paula Järvinen, Kai Puolamäki, Pekka Siltanen, and Markus Ylikerälä. Visual analytics. Final report. VTT Working Papers 117, VTT Technical Research Centre of Finland, Espoo, Finland, 2009.

77. Kai Puolamäki and Samuel Kaski. Bayesian solutions to the label switching problem. Technical Report TKK-ICS-R7, TKK Reports in Information and Computer Science, 2008.

78. [41 citations] Jarkko Salojärvi, Kai Puolamäki, Jaana Simola, Lauri Kovanen, Ilpo Kojo, and Samuel Kaski. Inferring relevance from eye movements: Feature extraction. Technical Report A82, Publications in Computer and Information Science, 2005. http://www.cis.hut.fi/eyechallenge2005/irem-2005-03-03.pdf 

79. [20 citations] Katri Huitu, Pran N. Pandita, and Kai Puolamäki. Phenomenology of light Higgs bosons in supersymmetric left-right models. Technical Report HIP-1999-16/TH, Helsinki Institute of Physics, 1999. http://arxiv.org/abs/hep-ph/9904388 

80. Kai Puolamäki. On Higgs processes in electron-positron colliders. Technical Report HU-SEFT-R-1995-17, Research Institute for High Energy Physics (SEFT), 1995.

C Scientific books (monographs)

Scientific monographs or parts of publication series edited or translated by the author

81. Miika Toivanen, Kai Puolamäki, Kristian Lukander, Jukka Häkkinen, Jenni Radun. Inferring user action with mobile gaze tracking. In Adjunct Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services, 1026-1028, 2016. http://dx.doi.org/10.1145/2957265.2965016 

82. Daniel Keim, Jörn Kohlhammer, Geoffrey Ellis, and Florian Mansmann, editors. Mastering the Information Age Solving Problems with Visual Analytics, chapter Data Mining by Kai Puolamäki et al., pages 39–56. Eurographics Association, 2010. http://www.vismaster.eu/book/ 

83. Kai Puolamäki and Alessio Bertone. Introduction to special issue on visual analytics and knowledge discovery. SIGKDD Explorations, 11(2):3–4, 2009. http://www.hiit.fi/vakd09/si.html 

84. Kai Puolamäki, editor. Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery, 2009. http://dx.doi.org/10.1145/1562849 

85. Kai Puolamäki and Samuel Kaski, editors. Proceedings of the NIPS 2005 Workshop on Machine Learning for Implicit Feedback and User Modeling, 2006. http://research.ics.aalto.fi/events/inips2005/inips2005proceedings.pdf 

86. Kai Puolamäki and Leila Koivisto, editors. Biennial report 2002–2003. Laboratory of Computer and Information Science, 2004. http://www.cis.hut.fi/research/reports/biennial02-03/ 

87. Kai Puolamäki and Leila Koivisto, editors. Biennial report 2000–2001. Laboratory of Computer and Information Science, 2002. http://www.cis.hut.fi/research/reports/biennial00-01/ 

D Publications intended for professional communities

Teaching materials

88. Kai Puolamäki. T-61.3050: Machine learning: Basic principles. Available for download at http://www.cis.hut.fi/Opinnot/T-61.3050/2007/lectures, 2007. Lecturing material.

Research agendas

89. Petri Myllymäki, Jukka Ahtikari, Kai Puolamäki, Christer Carlsson, Sami Sahala, Rauno Saarnio, and Pentti Kurki. Strategic Research Agenda for Data to Intelligence (D2I). TiViT, 2011. http://www.datatointelligence.fi/file_attachment/get/D2I_SRA.pdf?attachment_id=6 

E Publications intended for the general public

Expert statements for the parliament

90. Kai Puolamäki. Lausunto eduskunnan hallintovaliokunnalle sähköisen viestinnän tietosuojalaista, 2003. http://www.effi.org/julkaisut/lausunnot/svt-2003-11-28.html 

91. Kai Puolamäki. Lausunto eduskunnan perustuslakivaliokunnalle laista sananvapauden käyttämisestä joukkoviestinnässä, 2002. http://www.effi.org/sananvapaus/lausunto-2002-10-16.html 

Expert statements for the government

92. Kai Puolamäki. Lausunto liikenne- ja viestintäministeriölle komission roskapostia koskevasta tiedonannosta, 2004. http://www.effi.org/julkaisut/lausunnot/lvm-2004-02-06.html 

93. Kai Puolamäki. Lausunto opetusministeriölle opetusministeriön luonnoksesta tekijänoikeuslaiksi, 2003. http://www.effi.org/tekijanoikeus/laki/effi-2003-09-05.pdf 

94. Kai Puolamäki. Lausunto liikenne- ja viestintäministeriölle hallituksen toisesta esitysluonnoksesta sähköisen viestinnän tietosuojalaiksi, 2003. http://www.effi.org/julkaisut/lausunnot/svt-2003-05-06.html 

95. Kai Puolamäki. Lausunto liikenne- ja viestintäministeriölle hallituksen esitysluonnoksesta sähköisen viestinnän tietosuojalaiksi, 2003. http://www.effi.org/julkaisut/lausunnot/svt-2003-02-07.html 

96. Kai Puolamäki. Lausunto sisäasianministeriölle puuttumisesta Internetin rikolliseen sisältöön. In Internetissä julkaistavan rikollisen materiaalin rajoittamista selvittäneen työryhmän raportti, volume 2/2003 of Poliisiosaston julkaisut, pages 36–41. Sisäasasiainministeriö, 2003. http://www.poliisi.fi/intermin/biblio.nsf/vwByseriesPol/CEA68036D0B8E2C9C2256CAF0030B83A 

G Theses

97. Kai Puolamäki. Breaking of R-Parity and Supersymmetry in Supersymmetric Models. PhD thesis, University of Helsinki, 2001. http://ethesis.helsinki.fi/julkaisut/eri/fysii/vk/puolamaki/ 

98. Kai Puolamäki. On spontaneously broken R-parity. Master's thesis, University of Helsinki, 1996.

I Audiovisual material, ICT software

99. Kai Puolamäki. Software for seriation in paleontological data using Markov chain Monte Carlo methods. Available for download under an open source license at http://www.cis.hut.fi/projects/patdis/paleo/, 2006. Computer program.

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[1] https://scholar.google.com/citations?user=3Z9pgDAAAAAJ