Department of Computer Science

Organisational unit: Department

Research outputs

  1. 2019
  2. 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. 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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., Nguyen, L., Sigg, S. & Findling, R., Apr 2019, In : IEICE Transactions on Communications. E102-B, 4

    Research output: Contribution to journalArticleScientificpeer-review

  9. Accepted/In press

    SAM: A Modular Framework for Self-Adapting Web Menus

    Gobert, C., Todi, K., Bailly, G. & Oulasvirta, A., 17 Mar 2019, (Accepted/In press) 24rd International Conference on Intelligent User Interfaces. ACM, 5 p. (IUI '19).

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

  10. E-pub ahead of print

    Integrating Neurophysiological 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

  11. Published

    Clustering and dynamic decoupling of dust grains in turbulent molecular clouds

    Mattsson, L., Bhatnagar, A., Gent, F. & Villarroel, B., 11 Mar 2019, In : Monthly Notices of the Royal Astronomical Society. 483, 4, p. 5623–5641 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

  12. E-pub ahead of print

    An adaptive prefix-assignment technique for symmetry reduction

    Junttila, T., Karppa, M., Kaski, P. & Kohonen, J., 8 Mar 2019, In : JOURNAL OF SYMBOLIC COMPUTATION.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Software product lines and variability modeling: A tertiary study

    Raatikainen, M., Tiihonen, J. & Männistö, T., 1 Mar 2019, In : Journal of Systems and Software. 149, p. 485-510 26 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Accepted/In press

    Finding Nineteenth-century Berry Spots: Recognizing and Linking Place Names in a Historical Newspaper Berry-picking Corpus

    La Mela, M., Tamper, M. & Kettunen, K., Mar 2019, (Accepted/In press) Proceedings of 4th Conference of The Association Digital Humanities in the Nordic Countries Copenhagen, March 6 - 8 2019. 13 p.

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

  15. Accepted/In press

    RL-KLM: Automating Keystroke-level Modeling with Reinforcement Learning

    Leino, K., Oulasvirta, A. & Kurimo, M., Mar 2019, (Accepted/In press) 24th International Conference on Intelligent User Interfaces (IUI ’19). ACM

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

  16. Published

    Constrained synthesis from component libraries

    Iannopollo, A., Tripakis, S. & Sangiovanni-Vincentelli, A., 15 Feb 2019, In : Science of Computer Programming. 171, p. 21-41 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Finnish AI Competences and How to Make Them Stronger

    Ailisto, H., Neuvonen, A., Seppälä, T., Halen, M., Nyman, H. & Helaakoski, H., 14 Feb 2019, 8 p. (Policy Brief; vol. 2019, no. 3)

    Research output: Book/ReportCommissioned reportProfessional

  18. Published

    Developing policy pathways: Redesigning transition arenas for mid-range planning

    Hyysalo, S., Lukkarinen, J., Kivimaa, P., Lovio, R., Temmes, A., Hildén, M., Marttila, T., Auvinen, K., Perikangas, S., Pyhälammi, A. & 8 othersPeljo, J., Savolainen, K., Hakkarainen, L., Rask, M., Matschoss, K., Huomo, T., Berg, A. & Pantsar, M., 1 Feb 2019, In : Sustainability (Switzerland). 11, 3, p. 1-22 22 p., 603.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Health information exchange in Finland: Usage of different access types and predictors of paper use

    Hyppönen, H., Lumme, S., Reponen, J., Vänskä, J., Kaipio, J., Heponiemi, T. & Lääveri, T., 1 Feb 2019, In : International Journal of Medical Informatics. 122, p. 1-6 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Investigating tangential access for location-based digital cultural heritage applications

    McGookin, D., Tahiroğlu, K., Vaittinen, T., Kytö, M., Monastero, B. & Carlos Vasquez, J., 1 Feb 2019, In : International Journal of Human Computer Studies. 122, p. 196-210 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Long-term spot monitoring of the young solar analogue V889 Herculis

    Willamo, T., Hackman, T., Lehtinen, J. J., Käpylä, M. J., Ilyin, I., Henry, G. W., Jetsu, L., Kochukhov, O. & Piskunov, N., 1 Feb 2019, In : Astronomy and Astrophysics. 622, A170.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Strongly polynomial efficient approximation scheme for segmentation

    Tatti, N., 1 Feb 2019, In : Information Processing Letters. 142, p. 1-8 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Temporal inactivation enhances robustness in an evolving system

    Ogushi, F., Kertész, J., Kaski, K. & Shimada, T., 1 Feb 2019, In : Royal Society Open Science. 6, 2, p. 1-12 181471.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    Encouraging the Use of eHealth Services: A Survey of Patients' Experiences

    Karisalmi, N., Kaipio, J. & Kujala, S., Feb 2019, Improving Usability, Safety and Patient Outcomes with Health Information Technology. p. 206-211 (Studies in Health Technology and Informatics; vol. 257).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  25. Published

    PrivICN: Privacy-preserving content retrieval in information-centric networking

    Bernardini, C., Marchal, S., Asghar, M. R. & Crispo, B., Feb 2019, In : Computer Networks. 149, p. 13-28 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Accepted/In press

    PAC it up: Towards Pointer Integrity using ARM Pointer Authentication

    Liljestrand, H., Nyman, T., Wang, K., Chinea Perez, C., Ekberg, J-E. & Asokan, N., 19 Jan 2019, (Accepted/In press) Proceedings of the 28th USENIX Security Symposium, USENIX Security 2019. USENIX Association

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

  27. Published

    A probabilistic model for the numerical solution of initial value problems

    Schober, M., Särkkä, S. & Hennig, P., 15 Jan 2019, In : STATISTICS AND COMPUTING. 29, 1, p. 99-122 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Maternal pre- and postnatal anxiety symptoms and infant attention disengagement from emotional faces

    Kataja, E. L., Karlsson, L., Parsons, C. E., Pelto, J., Pesonen, H., Häikiö, T., Hyönä, J., Nolvi, S., Korja, R. & Karlsson, H., 15 Jan 2019, In : Journal of Affective Disorders. 243, p. 280-289 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Tekoälyn kokonaiskuva ja kansallinen osaamiskartoitus – loppuraportti

    Ailisto, H., Neuvonen, A., Nyman, H., Halen, M. & Seppälä, T., 15 Jan 2019, 94 p. (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; vol. 2019, no. 4)

    Research output: Book/ReportCommissioned reportProfessional

  30. Published

    Skimping on Gas – Reducing Ethereum Transaction Costs in a Blockchain Electricity Market Application

    Hukkinen, J., Mattila, J., Smolander, K., Seppälä, T. & Goodden, T., 8 Jan 2019, Proceedings of 52nd Hawaii International Conference on System Sciences: HICSS 2019. p. 6875-6884

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  31. Published

    The social imaginaries of data activism

    Lehtiniemi, T. & Ruckenstein, M., 7 Jan 2019, In : BIG DATA & SOCIETY. 6, 1, p. 1–12 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    BMC with Memory Models as Modules

    Ponce-De-Leon, H., Furbach, F., Heljanko, K. & Meyer, R., 4 Jan 2019, Proceedings of the 18th Conference on Formal Methods in Computer-Aided Design, FMCAD 2018. Bjorner, N. & Gurfinkel, A. (eds.). Institute of Electrical and Electronics Engineers, p. 22-30 9 p. 8603021

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

  33. Published

    A Unified Framework for 5G Network Management Tools

    Nurminen, J. K. & Mfula, H., 2 Jan 2019, Proceedings - IEEE 11th International Conference on Service-Oriented Computing and Applications, SOCA 2018. Institute of Electrical and Electronics Engineers, p. 41-48 8 p. 8599577

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

  34. Published

    AncestryAI: A Tool for Exploring Computationally Inferred Family Trees

    Malmi, E., Rasa, M. & Gionis, A., 1 Jan 2019, Proceedings of the 26th International Conference on World Wide Web Companion. Switzerland, p. 257-261 5 p.

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

  35. Published

    Artificial Neural Networks with Random Weights for Incomplete Datasets

    Mesquita, D. P. P., Gomes, J. P. P. & Rodrigues, L. R., 1 Jan 2019, In : Neural Processing Letters. 28 p.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    CalCleaveMKL: a Tool for Calpain Cleavage Prediction

    duVerle, D. A. & Mamitsuka, H., 1 Jan 2019, Calpain. p. 121-147 27 p. (Methods in molecular biology; vol. 1915).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  37. 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., 1 Jan 2019, In : Advanced Science. p. 1-7 1801367.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    Development of the Patient Experience Questionnaire for Parents of Pediatric Patients (PEQP)

    Kaipio, J., Karisalmi, N., Hiekkanen, K., Stenhammar, H. & Lahdenne, P., 1 Jan 2019, Improving Usability, Safety and Patient Outcomes with Health Information Technology. p. 200-205 6 p. (Studies in Health Technology and Informatics; vol. 257).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  39. Published

    Effects of a subadiabatic layer on convection and dynamos in spherical wedge simulations

    Käpylä, P., Viviani, M., Käpylä, M., Brandenburg, A. & Spada, F., 1 Jan 2019, In : GEOPHYSICAL AND ASTROPHYSICAL FLUID DYNAMICS.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Embedding internet-of-things in large-scale socio-technical systems: A community-oriented design in future smart grids

    Huang, Y., Poderi, G., Šćepanović, S., Hasselqvist, H., Warnier, M. & Brazier, F., 1 Jan 2019, The Internet of Things for Smart Urban Ecosystems . Springer International Publishing AG, p. 125-150 26 p. (Internet of Things; vol. Part F2).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  41. E-pub ahead of print

    From platform dominance to weakened ownership: how external regulation changed Finnish e-identification

    Bazarhanova, A., Yli-Huumo, J. & Smolander, K., 1 Jan 2019, In : Electronic Markets. 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Mary, Mary, Quite Contrary: Exposing Twitter Users to Contrarian News

    Garimella, K., De Francisci Morales, G., Gionis, A. & Mathioudakis, M., 1 Jan 2019, Proceedings of the 26th International Conference on World Wide Web, WWW 2017 Companion. Switzerland, p. 201-205 5 p.

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

  43. Published

    Mining periodic patterns with a mdl criterion

    Galbrun, E., Cellier, P., Tatti, N., Termier, A. & Crémilleux, B., 1 Jan 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Bonchi, F., Berlingerio, M., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Springer Verlag, p. 535-551 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11052 LNAI).

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

  44. Published

    Physicians' Experiences on EHR Usability: A Time Series from 2010, 2014 and 2017

    Kaipio, J., Hyppönen, H. & Lääveri, T., 1 Jan 2019, Improving Usability, Safety and Patient Outcomes with Health Information Technology. p. 194-199 6 p. (Studies in Health Technology and Informatics; vol. 257).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  45. Published

    Scalable Byzantine Consensus via Hardware-assisted Secret Sharing

    Liu, J., Li, W., Karame, G. & Asokan, N., 1 Jan 2019, In : IEEE Transactions on Computers. 68, 1, p. 139-151

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    Spatial analysis of modal time evolution in room acoustics

    Saarelma, J. & Savioja, L., 1 Jan 2019, In : Journal of the Acoustical Society of America. 145, 1, p. EL116-EL121

    Research output: Contribution to journalArticleScientificpeer-review

  47. 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

  48. Published

    Towards Cycle-Consistent Models for Text and Image Retrieval

    Cornia, M., Baraldi, L., Rezazadegan Tavakoli, H. & Cucchiara, R., 1 Jan 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). p. 687-691 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11132 LNCS).

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

  49. Published

    Trends in agile: From operational to strategic agility [practitioners' digest]

    Prikladnicki, R., Lassenius, C. & Carver, J. C., 1 Jan 2019, In : IEEE Software. 36, 1, p. 95-97 3 p., 8611452.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Usability Analysis of Contending Electronic Health Record Systems

    Tyllinen, M., Kaipio, J. & Lääveri, T., 1 Jan 2019, Improving Usability, Safety and Patient Outcomes with Health Information Technology. p. 430-435 6 p. (Studies in Health Technology and Informatics; vol. 257).

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  51. Published

    Aalto University Research, Art and Impact Assessment 2018 : Report

    Bingham, E. (ed.), Beszterine Cziner, K. (ed.), Kettunen, M. (ed.) & Pulkkinen, T., 2019, Aalto University. 185 p.

    Research output: Book/ReportAnthologyProfessional

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