Science-IT

Facility/Equipment: Facility

Research outputs

  1. 2017
  2. Published

    Radiation-induced alloy rearrangement in InxGa1− xN

    Prozheeva, V., Makkonen, I., Cuscó, R., Artús, L., Dadgar, A., Plazaola, F. & Tuomisto, F., 27 Mar 2017, In : Applied Physics Letters. 110, 13, p. 1-4 132104.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets

    Micallef, L., Sundin, I., Marttinen, P., Ammad-Ud-Din, M., Peltola, T., Soare, M., Jacucci, G. & Kaski, S., 7 Mar 2017, IUI 2017 - Proceedings of the 22nd International Conference on Intelligent User Interfaces. p. 547-552 6 p.

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

  4. Published

    Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs

    Gionis, A., Mathioudakis, M. & Ukkonen, A., 1 Mar 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 3, p. 529-542 14 p., 7476870.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Cluster analysis to estimate the risk of preeclampsia in the high-risk Prediction and Prevention of Preeclampsia and Intrauterine Growth Restriction (PREDO) study

    Villa, P. M., Marttinen, P., Gillberg, J., Inkeri Lokki, A., Majander, K., Ordén, M. R., Taipale, P., Pesonen, A., Räikkönen, K., Hämäläinen, E. & 2 othersKajantie, E. & Laivuori, H., 1 Mar 2017, In : PloS one. 12, 3, p. 1-14 e0174399.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Finding dynamic dense subgraphs

    Rozenshtein, P., Tatti, N. & Gionis, A., 1 Mar 2017, In : ACM Transactions on Knowledge Discovery from Data. 11, 3, p. 1-30 27.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Nonlinear conductivity of a holographic superconductor under constant electric field

    Zeng, H. B., Tian, Y., Fan, Z. & Chen, C. M., 23 Feb 2017, In : Physical Review D. 95, 4, p. 1-5 5 p., 046014.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Start-up inertia as an origin for heterogeneous flow

    Korhonen, M., Mohtaschemi, M., Puisto, A., Illa Tortos, X. & Alava, M. J., 23 Feb 2017, In : Physical Review E. 95, 2, p. 1-6 022608.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Quantifying non-Markovianity due to driving and a finite-size environment in an open quantum system

    Ferreira Sampaio, R., Suomela, S., Schmidt, R. & Ala-Nissilä, T., 21 Feb 2017, In : Physical Review A. 95, 2, p. 1-7 7 p., 022120.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Measuring MEG closer to the brain: Performance of on-scalp sensor arrays

    Iivanainen, J., Stenroos, M. & Parkkonen, L., 15 Feb 2017, In : NeuroImage. 147, p. 542-553 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Minimizing test suites with unfoldings of multithreaded programs

    Saarikivi, O., Ponce de Leon, H., Kähkönen, K., Heljanko, K. & Esparza, J., 1 Feb 2017, In : ACM Transactions on Embedded Computing Systems. 16, 2, p. 1-24 45.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Mixing and evaporation analysis of a high-pressure SCR system using a hybrid LES-RANS approach

    Kaario, O. T., Vuorinen, V., Zhu, L., Larmi, M. & Liu, R., Feb 2017, In : Energy. 120, p. 827-841 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Band geometry, Berry curvature and superfluid weight

    Liang, L., Vanhala, T. I., Peotta, S., Siro, T., Harju, A. & Törmä, P., 27 Jan 2017, In : Physical Review B. 95, 2, p. 1-16 024515.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Chemical Identification at the Solid-Liquid Interface

    Soengen, H., Marutschke, C., Spijker, P., Holmgren, E., Hermes, I., Bechstein, R., Klassen, S., Tracey, J., Foster, A. S. & Kuehnle, A., 20 Jan 2017, In : Langmuir. 33, 1, p. 125-129 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    Counterdiabatic vortex pump in spinor Bose-Einstein condensates

    Ollikainen, T., Masuda, S., Möttönen, M. & Nakahara, M., 17 Jan 2017, In : Physical Review A. 95, 1, p. 1-7 013615.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Lasing in dark and bright modes of a finite-sized plasmonic lattice

    Hakala, T. K., Rekola, H. T., Väkeväinen, A. I., Martikainen, J. P., Moilanen, A. J., Törmä, P. & Nečada, M., 3 Jan 2017, In : Nature Communications. 8, p. 1-7 13687.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Deformation and fracture of echinoderm collagen networks

    Ovaska, M., Bertalan, Z., Miksic, A., Sugni, M., Di Benedetto, C., Ferrario, C., Leggio, L., Guidetti, L., Alava, M. J., La Porta, C. A. M. & 1 othersZapperi, S., 1 Jan 2017, In : Journal of the Mechanical Behavior of Biomedical Materials. 65, p. 42-52 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Dominant source of disorder in graphene: charged impurities or ripples?

    Fan, Z., Uppstu, A. & Harju, A., Jan 2017, In : 2 D Materials. 4, 2, p. 1-7 7 p., 025004.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Mixture of Clustered Bayesian Neural Networks for Modeling Friction Processes at the Nanoscale

    Zaidan, M. A., Federici Canova, F., Laurson, L. & Foster, A. S., Jan 2017, In : Journal of Chemical Theory and Computation. 13, 1, p. 3-8 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Acoustic Model Compression with MAP adaptation

    Leino, K. & Kurimo, M., 2017, Proceedings of the 21st Nordic Conference on Computational Linguistics, NoDaLiDa, 22-24 May 2017, Gothenburg, Sweden. Tiedemann, J. (ed.). LINKÖPING UNIVERSITY ELECTRONIC PRESS, p. 65-69 5 p. (Linköping Electronic Conference Proceedings; vol. 131).

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

  21. Published

    Active network alignment: a matching-based approach

    Malmi, E., Terzi, E. & Gionis, A., 2017, Proceedings of the 2017 ACM on Conference on Information and Knowledge Management. ACM, p. 1687-1696

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

  22. Published

    Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network

    Laskar, Z., Melekhov, I., Kalia, S. & Kannala, J., 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) . IEEE, p. 920-929 (IEEE International Conference on Computer Vision Workshops (ICCVW) ).

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

  23. Published

    Coil optimisation for transcranial magnetic stimulation in realistic head geometry

    Koponen, L., Nieminen, J., Mutanen, T., Stenroos, M. & Ilmoniemi, R., 2017, In : Brain Stimulation. 10, 4, p. 795-805

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    Comparison of Bayesian predictive methods for model selection

    Piironen, J. & Vehtari, A., 2017, In : STATISTICS AND COMPUTING. 27, 3, p. 711-735 25 p.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Consistency of Regions of Interest as nodes of fMRI functional brain networks

    Korhonen, O., Saarimäki, H., Glerean, E., Sams, M. & Saramäki, J., 2017, In : Network Neuroscience. 1, 3, p. 254-274

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    Drawing clustered graphs by preserving neighborhoods

    Parviainen, E. & Saramäki, J., 2017, In : Pattern Recognition Letters. 100, Supplement C, p. 174 - 180

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Effects of spatial smoothing on functional brain networks

    Alakörkkö, T., Saarimäki, H., Glerean, E., Saramäki, J. & Korhonen, O., 2017, In : European Journal of Neuroscience. 46, 9, p. 2471–2480

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Efficient molecular dynamics simulations with many-body potentials on graphics processing units

    Fan, Z., Chen, W., Vierimaa, V. & Harju, A., 2017, In : Computer Physics Communications. 218, p. 10–16

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published
  30. Published

    Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features

    Rezazadegan Tavakoli, H., Borji, A., Laaksonen, J. & Rahtu, E., 2017, In : Neurocomputing. 244, p. 10-18

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Foam flows through a local constriction

    Chevalier, T., Koivisto, J., Shmakova, N., Alava, M., Puisto, A., Raufaste, C. & Santucci, S., 2017, In : Journal of Physics: Conference Series. 925, p. 1-7 012025.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Image-based Localization using Hourglass Networks

    Melekhov, I., Ylioinas, J., Kannala, J. & Rahtu, E., 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) . IEEE, p. 870-877 (IEEE International Conference on Computer Vision workshops).

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

  33. Published

    Kapitza thermal resistance across individual grain boundaries in graphene

    Azizi, K., Hirvonen, P., Fan, Z., Harju, A., Elder, K., Ala-Nissilä, T. & Vaez Allaei, S. M., 2017, In : Carbon. 125, p. 384-390

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Lagrangian relaxations for multiple network alignment

    Malmi, E., Chawla, S. & Gionis, A., 2017, In : Data Mining and Knowledge Discovery. 31, 5, p. 1331–1358 28 p.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Learning discrete decomposable graphical models via constraint optimization

    Janhunen, T., Gebser, M., Rintanen, J., Nyman, H., Pensar, J. & Corander, J., 2017, In : STATISTICS AND COMPUTING. 27, 1, p. 115-130

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    Modelling Human Decision-making based on Aggregate Observation Data

    Kangasrääsiö, A. & Kaski, S., 2017, Human In The Loop-ML Workshop at ICML. Sydney, 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  37. Published

    New Baseline in Automatic Speech Recognition for Northern Sámi

    Leinonen, J., Smit, P., Virpioja, S. & Kurimo, M., 2017, Fourth International Workshop on Computational Linguistics for Uralic Languages. ACL, p. 89-99 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  38. Published

    On the hyperprior choice for the global shrinkage parameter in the horseshoe prior

    Piironen, J. & Vehtari, A., 2017, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics. 9 p. (Proceedings of Machine Learning Research; vol. 54).

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

  39. Published

    On the Monte Carlo Description of Hot Carrier Effects and Device Characteristics of III-N LEDs

    Kivisaari, P., Sadi, T., Li, J., Rinke, P. & Oksanen, J., 2017, In : Advanced Electronic Materials. 3, 6, p. 1-13 13 p., 1600494.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Paying Attention to Descriptions Generated by Image Captioning Models

    Rezazadegan Tavakoli, H., Shetty, R., Borji, A. & Laaksonen, J., 2017, Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. IEEE, p. 2506-2515 8237534. (IEEE International Conference on Computer Vision).

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

  41. Published

    Portability analysis for weak memory models porthos: One tool for all models

    Ponce-de-León, H., Furbach, F., Heljanko, K. & Meyer, R., 2017, Static Analysis - 24th International Symposium, SAS 2017, Proceedings. Springer-Verlag, p. 299-320 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10422 LNCS).

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

  42. Published

    Prediction of major complications affecting very low birth weight infants

    Rinta-Koski, O-P., Särkkä, S., Hollmen, J., Leskinen, M., Rantakari, K. & Andersson, S., 2017, 2017 IEEE LIFE SCIENCES CONFERENCE (LSC). IEEE, p. 186-189 4 p.

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

  43. Published

    Prediction of preterm infant mortality with Gaussian process classification

    Rinta-Koski, O-P., Särkkä, S., Hollmen, J. & Andersson, S., 2017, Proceedings of 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. p. 193-198

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

  44. Published

    Resonant Scattering Characteristics of Homogeneous Dielectric Sphere

    Tzarouchis, D., Ylä-Oijala, P. & Sihvola, A., 2017, In : IEEE Transactions on Antennas and Propagation. 65, 6, p. 3184-3191 8 p., 7891061.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    Saliency Revisited: Analysis of Mouse Movements versus Fixations

    Rezazadegan Tavakoli, H., Ahmed, F., Borji, A. & Laaksonen, J., 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . IEEE, p. 6354-6362 (IEEE Conference on Computer Vision and Pattern Recognition).

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

  46. Published

    Scale coding bag of deep features for human attribute and action recognition

    Khan, F. S., van de Weijer, J., Anwer, R. M., Bagdanov, A. D., Felsberg, M. & Laaksonen, J., 2017, In : MACHINE VISION AND APPLICATIONS. 29, 1, p. 55–71 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    Schematic Invariants by Reduction to Ground Invariants

    Rintanen, J., 2017, Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17). AAAI, p. 3644-3650 7 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

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

  48. Published

    Sparsity information and regularization in the horseshoe and other shrinkage priors

    Piironen, J. & Vehtari, A., 2017, In : ELECTRONIC JOURNAL OF STATISTICS. 11, 2, p. 5018-5051

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Temporal Planning with Clock-Based SMT Encodings

    Rintanen, J., 2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. AAAI, p. 743-749 (Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence).

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

  50. Published

    TET proteins regulate the lineage specification and TCR-mediated expansion of iNKT cells

    Tsagaratou, A., González-Avalos, E., Rautio, S., Scott-Browne, J. P., Togher, S., Pastor, W. A., Rothenberg, E. V., Chavez, L., Lähdesmäki, H. & Rao, A., 2017, In : NATURE IMMUNOLOGY. 18, 1, p. 45-53

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    The Network-Untangling Problem: From Interactions to Activity Timelines

    Rozenshtein, P., Tatti, N. & Gionis, A., 2017, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18–22, 2017, Proceedings, Part I. Ceci, M., Hollmén, J., Todorovski, L., Vens, C. & Džeroski, S. (eds.). Cham: Springer International Publishing AG, Vol. 1. p. 701-716 16 p. (Lecture Notes in Computer Science; vol. 10534).

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

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