Department of Computer Science

Organisational unit: Department

Research outputs

  1. 2019
  2. Published

    Machine Learning for Marketing

    Mamitsuka, H., 9 Jun 2019, 237 p.

    Research output: Book/ReportBookProfessional

  3. Published

    BiographySampo – Publishing and enriching biographies on the semantic web for digital humanities research

    Hyvönen, E., Leskinen, P., Tamper, M., Rantala, H., Ikkala, E., Tuominen, J. & Keravuori, K., 2 Jun 2019, The Semantic Web - 16th International Conference, ESWC 2019, Proceedings. Zaveri, A., Gray, A. J. G., Hammar, K., Hitzler, P., Lopez, V., Janowicz, K., Fernández, M. & Haller, A. (eds.). Springer Verlag, p. 574-589 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11503 LNCS).

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

  4. Accepted/In press

    AuDI: Towards Autonomous IoT Device-Type Identification using Periodic Communication

    Marchal, S., Miettinen, M., Nguyen, T. D., Sadeghi, A-R. & Asokan, N., Jun 2019, (Accepted/In press) In : IEEE Journal on Selected Areas in Communications. 37, 6, p. 1402-1412 11 p., 8664655.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Efficient acquisition rules for model-based approximate Bayesian computation

    Järvenpää, M., Gutmann, M. U., Pleska, A., Vehtari, A. & Marttinen, P., Jun 2019, In : Bayesian Analysis. 14, 2, p. 595-622 28 p.

    Research output: Contribution to journalArticleScientificpeer-review

  6. E-pub ahead of print
  7. Published

    Architectural Features That Make Music Bloom in Concert Halls

    Lokki, T. & Pätynen, J., 22 May 2019, In : Acoustics . 1, 2, p. 439-449

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    A citizen science approach to archaeology: Finnish archaeological finds recording linked open database (SUALT)

    Wessman, A., Thomas, S., Rohiola, V., Kuitunen, J., Ikkala, E., Tuominen, J., Koho, M. & Hyvönen, E., 17 May 2019, In : CEUR Workshop Proceedings. 2364, p. 469-478 10 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  9. Published

    A linked open data service and portal for pre-modern manuscript research

    Hyvönen, E., Ikkala, E., Tuominen, J., Koho, M., Burrows, T., Ransom, L. & Wijsman, H., 17 May 2019, In : CEUR Workshop Proceedings. 2364, p. 220-229 10 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  10. Published

    Affine linear cryptanalysis

    Nyberg, K., 15 May 2019, In : CRYPTOGRAPHY AND COMMUNICATIONS. 11, 3, p. 367-377 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Sampling networks by nodal attributes

    Murase, Y., Jo, H. H., Török, J., Kertész, J. & Kaski, K., 15 May 2019, In : Physical Review E. 99, 5, p. 1-10 052304.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Impact of perception models on friendship paradox and opinion formation

    Lee, E., Lee, S., Eom, Y. H., Holme, P. & Jo, H. H., 10 May 2019, In : Physical Review E. 99, 5, p. 1-8 052302.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Deep Learning Spectroscopy: Neural Networks for Molecular Excitation Spectra

    Ghosh, K., Stuke, A., Todorović, M., Jørgensen, P. B., Schmidt, M. N., Vehtari, A. & Rinke, P., 3 May 2019, In : Advanced Science. 6, 9, p. 1-7 7 p., 1801367.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    EyeR: Detection Support for Visually Impaired Users

    Hirvola, V. B., Shen, Y-C. & Hirskyj-Douglas, I., 3 May 2019.

    Research output: Contribution to conferencePaperScientificpeer-review

  15. Published

    On the Internet, Nobody Knows You’re a Dog... Unless You’re Another Dog

    Hirskyj-Douglas, I. & Lucero Vera, A., 3 May 2019.

    Research output: Contribution to conferencePaperScientificpeer-review

  16. Published

    Demand response events in district heating : Results from field tests in a university building

    Mishra, A. K., Jokisalo, J., Kosonen, R., Kinnunen, T., Ekkerhaugen, M., Ihasalo, H. & Martin, K., 1 May 2019, In : Sustainable Cities and Society. 47, 101481.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Graph Signal Sampling via Reinforcement Learning

    Abramenko, O. & Jung, A., 1 May 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 3077-3081 5 p.

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

  18. Published

    Inferior parietal lobule and early visual areas support elicitation of individualized meanings during narrative listening

    Saalasti, S., Alho, J., Bar, M., Glerean, E., Honkela, T., Kauppila, M., Sams, M. & Jääskeläinen, I. P., 1 May 2019, In : Brain and Behavior. 9, 5, p. 1-9 e01288.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Sparse Subspace Clustering for Evolving Data Streams

    Sui, J., Liu, Z., Liu, L., Jung, A., Liu, T., Peng, B. & Li, X., 1 May 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 7455-7459 5 p.

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

  20. Accepted/In press

    Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets

    Afrabandpey, H., Peltola, T. & Kaski, S., May 2019, (Accepted/In press) 28th International Joint Conference on Artificial Intelligence. 7 p.

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

  21. Published

    Thermal power of heat flow through a qubit

    Aurell, E. & Montana, F., 19 Apr 2019, In : Physical Review E. 99, 4, p. 1-14 042130.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Optimal Probabilistic Work Extraction beyond the Free Energy Difference with a Single-Electron Device

    Maillet, O., Erdman, P. A., Cavina, V., Bhandari, B., Mannila, E. T., Peltonen, J. T., Mari, A., Taddei, F., Jarzynski, C., Giovannetti, V. & 1 othersPekola, J. P., 18 Apr 2019, In : Physical Review Letters. 122, 15, p. 1-6 150604.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    An additive Gaussian process regression model for interpretable non-parametric analysis of longitudinal data

    Cheng, L., Ramchandran, S., Vatanen, T., Lietzén, N., Lahesmaa, R., Vehtari, A. & Lähdesmäki, H., 17 Apr 2019, In : Nature Communications. 10, 1, p. 1-11 11 p., 1798.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    Cross-cultural similarity in relationship-specific social touching

    Suvilehto, J. T., Nummenmaa, L., Harada, T., Dunbar, R. IM., Hari, R., Turner, R., Sadato, N. & Kitada, R., 17 Apr 2019, In : PROCEEDINGS OF THE ROYAL SOCIETY B: BIOLOGICAL SCIENCES. 286, 1901, p. 1-10 10 p., 20190467.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution

    Paananen, T., Piironen, J., Andersen, M. & Vehtari, A., 16 Apr 2019, Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics. 10 p. (Proceedings of Machine Learning Research; vol. 89).

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

  26. Published

    Data Exchange Standard for Industrial Internet of Things

    Madhikermi, M., Yousefnezhad, N. & Framling, K., 11 Apr 2019, Proceedings - 2018 3rd International Conference on System Reliability and Safety, ICSRS 2018. Institute of Electrical and Electronics Engineers, p. 53-61 9 p. 8688847

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

  27. Published

    A Bayesian model of acquisition and clearance of bacterial colonization incorporating within-host variation

    Järvenpää, M., Sater, M. R. A., Lagoudas, G. K., Blainey, P. C., Miller, L. G., McKinnell, J. A., Huang, S. S., Grad, Y. H. & Marttinen, P., 1 Apr 2019, In : PLoS computational biology. 15, 4, p. 1-25 e1006534.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published
  29. Published

    Boundary absorption approximation in the spatial high-frequency extrapolation method for parametric room impulse response synthesis

    Southern, A., Murphy, D. T. & Savioja, L., 1 Apr 2019, In : Journal of the Acoustical Society of America. 145, 4, p. 2770-2782 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Discovering heritable modes of MEG spectral power

    Leppäaho, E., Renvall, H., Salmela, E., Kere, J., Salmelin, R. & Kaski, S., 1 Apr 2019, In : Human Brain Mapping . 40, 5, p. 1391-1402 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Foraging-based optimization of pervasive displays

    Montoya Freire, M. L., Potts, D., Dayama, N. R., Oulasvirta, A. & Di Francesco, M., 1 Apr 2019, In : Pervasive and Mobile Computing. 55, p. 45-58 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Frictional unemployment on labor flow networks

    Axtell, R. L., Guerrero, O. A. & López, E., 1 Apr 2019, In : Journal of Economic Behavior and Organization. 160, p. 184-201 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Gaussian kernels for incomplete data

    Mesquita, D. P. P., Gomes, J. P. P., Corona, F., Souza, A. H. & Nobre, J. S., 1 Apr 2019, In : Applied Soft Computing Journal. 77, p. 356-365 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Introduction to the Special Issue on Room Acoustic Modeling and Auralization

    Savioja, L. & Xiang, N., 1 Apr 2019, In : Journal of the Acoustical Society of America. 145, 4, p. 2597-2600 4 p.

    Research output: Contribution to journalEditorialScientificpeer-review

  35. Published

    Mobile Brainwaves: On the Interchangeability of Simple authentication Tasks with Low-Cost, Single-Electrode EEG Devices

    Haukipuro, E-S., Kolehmainen, V., Myllärinen, J., Remander, S., Salo, J., Takko, T., Nguyen, L., Sigg, S. & Findling, R., 1 Apr 2019, In : IEICE Transactions on Communications. E102-B, 4, p. 760-767 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    Policy lessons from the flexible transport service pilot Kutsuplus in the Helsinki Capital Region

    Jokinen, J-P., Sihvola, T. & Mladenovic, M., 1 Apr 2019, In : Transport Policy. 76, p. 123-133 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    SIRIUS 4: a rapid tool for turning tandem mass spectra into metabolite structure information

    Dührkop, K., Fleischauer, M., Ludwig, M., Aksenov, A. A., Melnik, A. V., Meusel, M., Dorrestein, P. C., Rousu, J. & Böcker, S., 1 Apr 2019, In : Nature Methods. 16, 4, p. 299-302 4 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    The Actor-Dueling-Critic Method for Reinforcement Learning

    Wu, M., Gao, Y., Jung, A., Zhang, Q. & Du, S., 1 Apr 2019, In : Sensors (Basel, Switzerland). 19, 7, p. 1-20 20 p., 1547.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Applied Stochastic Differential Equations

    Särkkä, S. & Solin, A., Apr 2019, Cambridge University Press. 324 p. ( Institute of Mathematical Statistics Textbooks)

    Research output: Book/ReportBookScientificpeer-review

  40. Published

    Concert hall acoustics – but on whose terms?

    Lokki, T., 31 Mar 2019, In : Finnish Music Quarterly.

    Research output: Contribution to journalArticleGeneral public

  41. Published

    Pitfalls of open architecture: How friends can exploit your cryptocurrency wallet

    Bui, T., Rao, S., Antikainen, M. & Aura, T., 25 Mar 2019, EuroSec '19 - Proceedings of the 12th European Workshop on Systems Security . ACM, p. 6

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

  42. Published

    Mikä on rajapintojen tekijänoikeuden merkitys alustataloudelle?

    Karhu, K., 22 Mar 2019, In : Tekniikka & Talous. 22.3.2019, p. 19

    Research output: Contribution to journalArticleGeneral public

  43. Published

    Teacher-Aware Active Robot Learning

    Racca, M., Oulasvirta, A. & Kyrki, V., 22 Mar 2019, HRI 2019 - 14th ACM/IEEE International Conference on Human-Robot Interaction. Institute of Electrical and Electronics Engineers, Vol. 2019-March. p. 335-343 9 p. 8673300. (ACM/IEEE International Conference on Human-Robot Interaction).

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

  44. Published

    The Role of Frontline Leaders in Building Health Professional Support for a New Patient Portal: Survey Study

    Kujala, S., Horhammer, I., Heponiemi, T. & Josefsson, K., 22 Mar 2019, In : JOURNAL OF MEDICAL INTERNET RESEARCH. 21, 3, 9 p., e11413.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    Augmented audio with behind-the-head listening device

    Puomio, O., Gonzalez Diaz, R. & Lokki, T., 17 Mar 2019, 2019 AES International Conference on Immersive and Interactive Audio. Tew, T. & Williams, D. (eds.). Audio Engineering Society (AES), p. 1-9 9 p.

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

  46. Published

    Hooze: A kinetic fashion accessory for touch and play

    Zdziarska, P., Epp, F. A., Jensen, W., Gross, M. D. & Do, E. Y. L., 17 Mar 2019, TEI 2019 - Proceedings of the 13th International Conference on Tangible, Embedded, and Embodied Interaction. p. 407-413 7 p.

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

  47. Published

    SAM: Self-adapting Menus on the Web

    Gobert, C., Todi, K., Bailly, G. & Oulasvirta, A., 17 Mar 2019, p. 75-76. 2 p.

    Research output: Contribution to conferencePosterScientificpeer-review

  48. Published

    Superjammers motivations and experiences of exceptional game jammers in Finland

    Kultima, A., 17 Mar 2019, ICGJ 2019 Proceedings - International Conference on Game Jams, Hackathons and Game Creation Events. 3316295

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

  49. Published

    Structural transition in social networks: The role of homophily

    Murase, Y., Jo, H. H., Török, J., Kertész, J. & Kaski, K., 13 Mar 2019, In : Scientific Reports. 9, 1, p. 1-8 8 p., 4310.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Integrating neurophysiologic relevance feedback in intent modeling for information retrieval

    Jacucci, G., Barral, O., Daee, P., Wenzel, M., Serim, B., Ruotsalo, T., Pluchino, P., Freeman, J., Gamberini, L., Kaski, S. & 1 othersBlankertz, B., 12 Mar 2019, In : JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY. 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    Quantifying gender preferences in human social interactions using a large cellphone dataset

    Ghosh, A., Monsivais, D., Bhattacharya, K., Dunbar, R. I. M. & Kaski, K., 12 Mar 2019, In : EPJ Data Science. 8, 1, p. 1-15 15 p., 9.

    Research output: Contribution to journalArticleScientificpeer-review

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