Department of Computer Science

Organisational unit: Department

Research outputs

  1. 2019
  2. 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

  3. 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

  4. Published

    Epistemological Explanation of Lean Construction

    Koskela, L., Ferrantelli, A., Niiranen, J., Pikas, E. & Dave, B., 1 Feb 2019, In : JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT: ASCE. 145, 2, 10 p., 04018131.

    Research output: Contribution to journalArticleScientificpeer-review

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. Published

    Augmenting objects at home through programmable sensor tokens: A design journey

    Bellucci, A., Vianello, A., Florack, Y., Micallef, L. & Jacucci, G., 2019, In : International Journal of Human-Computer Studies. 122, p. 211-231 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Accepted/In press

    Digging Deeper into Egocentric Gaze Prediction

    Rezazadegan Tavakoli, H., Rahtu, E., Kannala, J. & Borji, A., 2019, (Accepted/In press) IEEE Winter Conference On Applications of Computer Vision (WACV). IEEE

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

  14. E-pub ahead of print

    Discovering heritable modes of MEG spectral power

    Leppäaho, E., Renvall, H., Salmela, E., Kere, J., Salmelin, R. & Kaski, S., 2019, In : Human Brain Mapping, Wiley.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Accepted/In press

    Fog-based Data Offloading in Urban IoT Scenarios

    Kortoci, P., Liang, Z., Joe-Wong, C., Di Francesco, M. & Chiang, M., 2019, (Accepted/In press).

    Research output: Contribution to conferencePaperScientificpeer-review

  16. Published

    Kohti avointa tiedettä

    Orponen, P., 2019, Kaikenlaista rohkeutta. Hetemäki, I., Koskinen, H., Pulkkinen, T. & Väliverronen, E. (eds.). Tallinna: Gaudeamus Oy, p. 64-65

    Research output: Chapter in Book/Report/Conference proceedingChapterGeneral public

  17. 2018
  18. Accepted/In press

    Harmonizable mixture kernels with variational Fourier features

    Shen, Z., Heinonen, M. & Kaski, S., 22 Dec 2018, (Accepted/In press).

    Research output: Contribution to conferencePaperScientificpeer-review

  19. Accepted/In press

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

    Paananen, T., Piironen, J., Andersen, M. & Vehtari, A., 22 Dec 2018, (Accepted/In press) AISTATS 2019 Conference Proceedings. JMLR W&CP, (Proceedings of Machine Learning Research).

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

  20. Published

    Concert Hall Acoustics

    Kuusinen, A. & Lokki, T., 21 Dec 2018, Sensory Evaluation of Sound. 1st Edition ed. p. 389-410 22 p.

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

  21. E-pub ahead of print

    A tutorial on statistically sound pattern discovery

    Hämäläinen, W. & Webb, G. I., 20 Dec 2018, In : Data Mining and Knowledge Discovery. 53 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Sacrificial layer technique for releasing metallized multilayer SU-8 devices

    Tatikonda, A., Jokinen, V. P., Evard, H. & Franssila, S., 19 Dec 2018, In : MICROMACHINES. 9, 12, 673.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    PicSOM Content-Based Information Retrieval System: software source release version 0.37

    Laaksonen, J., 17 Dec 2018

    Research output: Artistic and non-textual formSoftwareScientific

  24. Published

    Bayesian loo for large data

    Magnusson, M., 12 Dec 2018.

    Research output: Contribution to conferencePosterScientific

  25. Published

    DeepCaption: PyTorch-based framework for image captioning research using deep learning

    Sjöberg, M., Polis, A., Surikuchi, A. & Laaksonen, J., 5 Dec 2018

    Research output: Artistic and non-textual formSoftwareScientific

  26. 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

  27. Published

    Characterization and non-parametric modeling of the developing serum proteome during infancy and early childhood

    Lietzén, N., Cheng, L., Moulder, R., Siljander, H., Laajala, E., Härkönen, T., Peet, A., Vehtari, A., Tillmann, V., Knip, M. & 2 othersLähdesmäki, H. & Lahesmaa, R., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-13 5883.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Checking multi-view consistency of discrete systems with respect to periodic sampling abstractions

    Pittou, M., Manolios, P., Reineke, J. & Tripakis, S., 1 Dec 2018, In : Science of Computer Programming. 167, p. 1-24 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Correlated bursts in temporal networks slow down spreading

    Hiraoka, T. & Jo, H. H., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-12 15321.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Gaussian process modelling in approximate bayesian computation to estimate horizontal gene transfer in Bacteria

    Järvenpää, M., Gutmann, M. U., Vehtari, A. K. I. & Marttinen, P., 1 Dec 2018, In : Annals of Applied Statistics. 12, 4, p. 2228-2251 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Heart-rate sonification biofeedback for poker

    Kosunen, I., Palomäki, J., Laakasuo, M., Kuikkaniemi, K., Ravaja, N. & Jacucci, G., 1 Dec 2018, In : International Journal of Human-Computer Studies. 120, p. 14-21 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Mapping temporal-network percolation to weighted, static event graphs

    Kivelä, M., Cambe, J., Saramäki, J. & Karsai, M., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-9 12357.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Network of families in a contemporary population: regional and cultural assortativity

    Bhattacharya, K., Berg, V., Ghosh, A., Monsivais, D., Kertész, J., Kaski, K. & Rotkirch, A., 1 Dec 2018, In : EPJ Data Science. 7, 1, p. 1-17 9.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Peace of mind and anxiety in the waking state are related to the affective content of dreams

    Sikka, P., Pesonen, H. & Revonsuo, A., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-13 12762.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    RFA Guardian: Comprehensive Simulation of Radiofrequency Ablation Treatment of Liver Tumors

    Voglreiter, P., Mariappan, P., Pollari, M., Flanagan, R., Blanco Sequeiros, R., Portugaller, R. H., Fütterer, J., Schmalstieg, D., Kolesnik, M. & Moche, M., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-13 787.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    snpEnrichR: analyzing co-localization of SNPs and their proxies in genomic regions

    Nousiainen, K., Kanduri, K., Ricaño-Ponce, I., Wijmenga, C., Lahesmaa, R., Kumar, V. & Lähdesmäki, H., 1 Dec 2018, In : Bioinformatics (Oxford, England). 34, 23, p. 4112-4114 3 p.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Social network differences of chronotypes identified from mobile phone data

    Aledavood, T., Lehmann, S. & Saramäki, J., 1 Dec 2018, In : EPJ Data Science. 7, 1, p. 1-13 46.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    Threshold driven contagion on weighted networks

    Unicomb, S., Iñiguez, G. & Karsai, M., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-10 3094.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    A Bayesian model of acquisition and clearance of bacterial colonization

    Järvenpää, M., Sater, M., Lagoudas, G., Blainey, P. C., Miller, L., McKinnell, J., Huang, S., Grad, Y. & Marttinen, P., Dec 2018

    Research output: Other contributionScientificpeer-review

  40. Accepted/In press

    Bayesian loo for large data

    Magnusson, M., Vehtari, A. & Andersen, M., Dec 2018, (Accepted/In press) Symposium on Advances in Approximate Bayesian Inference. 5 p.

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

  41. Published

    Effectiveness of three interventions for secondary prevention of low back pain in the occupational health setting - A randomised controlled trial with a natural course control

    Rantonen, J., Karppinen, J., Vehtari, A., Luoto, S., Viikari-Juntura, E., Hupli, M., Malmivaara, A. & Taimela, S., Dec 2018, In : BMC Public Health. 18, 1, 598.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Koodin rytmittämät kokemusmaisemat

    Saariketo, M., Dec 2018, In : Kulttuurintutkimus. 35, 1-2

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Multichannel social signatures and persistent features of ego networks

    Heydari, S., Roberts, S. G., Dunbar, R. I. M. & Saramäki, J., Dec 2018, In : Applied network science. 3, 13 p., 3:8.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Accepted/In press

    Auction-based Cache Trading for Scalable Videos in Multi-Provider Heterogeneous Networks

    Jedari Ghourichaei, B. & Di Francesco, M., 30 Nov 2018, (Accepted/In press). 9 p.

    Research output: Contribution to conferencePaperScientificpeer-review

  45. Accepted/In press

    Detection of Threats to IoT Devices using Scalable VPN-forwarded Honeypots

    Tambe, A., 27 Nov 2018, (Accepted/In press).

    Research output: Contribution to conferencePaperScientificpeer-review

  46. Published

    Supervised low rank indefinite kernel approximation using minimum enclosing balls

    Schleif, F. M., Gisbrecht, A. & Tino, P., 27 Nov 2018, In : Neurocomputing. 318, p. 213-226 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  47. E-pub ahead of print

    Opioidergic regulation of emotional arousal: A combined PET–fMRI study

    Karjalainen, T., Seppälä, K., Glerean, E., Karlsson, H. K., Lahnakoski, J., Nuutila, P., Jääskeläinen, I., Hari, R., Sams, M. & Nummenmaa, L., 22 Nov 2018, In : Cerebral Cortex. 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Published

    Explaining an e-identification ecosystem change using dialectics

    Lähteenmäki, I., Smolander, K. & Bazarhanova, A., 20 Nov 2018.

    Research output: Contribution to conferenceAbstractScientificpeer-review

  49. Published

    Social physics: uncovering human behaviour from communication

    Bhattacharya, K. & Kaski, K., 14 Nov 2018, In : Advances in Physics: X. 4, 1, p. 1-29 1527723.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  50. Published

    Anomaly Detection in Satellite Communications Systems using LSTM Networks

    Arbon, E., Smet, P., Gunn, L. & McDonnell, M., 13 Nov 2018, 2018 Military Communications and Information Systems Conference (MilCIS) . IEEE, 6 p.

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

  51. Published

    Multidimensional Linear Cryptanalysis

    Hermelin, M., Cho, J. Y. & Nyberg, K., 12 Nov 2018, In : Journal of Cryptology. p. 1-34

    Research output: Contribution to journalArticleScientificpeer-review

  52. Published

    A drama movie activates brains of holistic and analytical thinkers differentially

    Bacha-Trams, M., Alexandrov, Y. I., Broman, E., Glerean, E., Kauppila, M., Kauttonen, J., Ryyppö, E., Sams, M. & Jääskeläinen, I. P., 9 Nov 2018, In : Social Cognitive and Affective Neuroscience. 13, 12, p. 1293-1304 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

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