Science-IT

Facility/Equipment: Facility

Research outputs

  1. 2017
  2. Published

    Knowledge elicitation via sequential probabilistic inference for high-dimensional prediction

    Daee, P., Peltola, T., Soare, M. & Kaski, S., 12 Jul 2017, In : Machine Learning. 106, 9, p. 1599-1620 22 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Interactive Prior Elicitation of Feature Similarities for Small Sample Size Prediction

    Afrabandpey, H., Peltola, T. & Kaski, S., 10 Jul 2017, Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization . Bratislava, Slovakia, p. 265-269 4 p.

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

  4. Published

    Structural Transformations in Two-Dimensional Transition-Metal Dichalcogenide MoS2 under an Electron Beam: Insights from First-Principles Calculations

    Kretschmer, S., Komsa, H. P., Bøggild, P. & Krasheninnikov, A. V., 6 Jul 2017, In : Journal of Physical Chemistry Letters. 8, 13, p. 3061-3067 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Hole density and acceptor-type defects in MBE-grown GaSb1-x Bix

    Segercrantz, N., Slotte, J., Makkonen, I., Tuomisto, F., Sandall, I. C., Ashwin, M. J. & Veal, T. D., 3 Jul 2017, In : Journal of Physics D: Applied Physics. 50, 29, p. 1-6 6 p., 295102.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Speciation trajectories in recombining bacterial species

    Marttinen, P. & Hanage, W. P., 3 Jul 2017, In : PLoS computational biology. 13, 7, p. 1-15 15 p., e1005640.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Neural mechanisms for integrating consecutive and interleaved natural events

    Lahnakoski, J., Jääskeläinen, I., Sams, M. & Nummenmaa, L., Jul 2017, In : Human Brain Mapping. 38, 7, p. 3360–3376

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Image pseudo tag generation with Deep Boltzmann machine anc topic-concept similarity map

    Ishikawa, S., Laaksonen, J. & Karhunen, J., 30 Jun 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers, p. 1305-1312 8 p. 7966003

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

  9. Published

    Understanding quantitative determinants of film mood in different types of scenes

    Tarvainen, J., Laaksonen, J. & Takala, T., 13 Jun 2017.

    Research output: Contribution to conferenceAbstractScientificpeer-review

  10. Published

    Data Collection for Mental Health Studies Through Digital Platforms: Requirements and Design of a Prototype

    Aledavood, T., Triana Hoyos, A., Alakörkkö, T., Kaski, K., Saramäki, J., Isometsä, E. & Darst, R., 9 Jun 2017, In : JMIR Research Protocols. 6, 6, 11 p., e110.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Impurity and soliton dynamics in a Fermi gas with nearest-neighbor interactions

    Visuri, A. M., Törmä, P. & Giamarchi, T., 7 Jun 2017, In : Physical Review A. 95, 6, p. 1-12 063605.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    TEX-Nets: Binary patterns encoded convolutional neural networks for texture recognition

    Anwer, R. M., Khan, F. S., van de Weijer, J. & Laaksonen, J., 6 Jun 2017, ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval. p. 125-132 8 p.

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

  13. Published

    VisualLabel: An Integrated Multimedia Content Management and Access Framework

    Ahmad, I., Rantanen, P., Sillberg, P., Laaksonen, J., Liu, S., Forss, T., Malik, A., Nieminen, M., Shetty, R., Ishikawa, S. & 4 othersKallio, J., Saarinen, J. P., Gabbouj, M. & Soini, J., 5 Jun 2017, The Proceedings of the 27th International Conference on Information Modelling and Knowledge Bases, EJC 2017. Sornlertlamvanich, V., Chawakitchareon, P., Hansuebsai, A., Koopipat, C., Kiyoki, Y., Kangassalo, H., Thalheim, B. & Yoshida, N. (eds.). Thailand, p. 332-353 22 p.

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

  14. Published

    Dynamics and impact of homologous recombination on the evolution of Legionella pneumophila

    David, S., Sánchez-Busó, L., Harris, S. R., Marttinen, P., Rusniok, C., Buchrieser, C., Harrison, T. G. & Parkhill, J., 1 Jun 2017, In : PLoS Genetics. 13, 6, p. 1-21 e1006855.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    First-Principles Modeling of Point Defects and Complexes in Thin-Film Solar-Cell Absorber CuInSe2

    Malitckaya, M., Komsa, H. P., Havu, V. & Puska, M. J., 1 Jun 2017, In : Advanced Electronic Materials. 3, 6, p. 1-9 1600353.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Hybrid LES/RANS with wall treatment in tangential and impinging flow configurations

    Keskinen, K., Nuutinen, M., Kaario, O., Vuorinen, V., Koch, J., Wright, Y. M., Larmi, M. & Boulouchos, K., 1 Jun 2017, In : International Journal of Heat and Fluid Flow. 65, p. 141-158 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Proportion of effects by head-related transfer function and receiver position variation to interaural cross-correlation values

    Pätynen, J., 1 Jun 2017, In : Journal of the Acoustical Society of America. 141, 6, p. EL579-EL584

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Uniform description of polymer ejection dynamics from capsid with and without hydrodynamics

    Piili, J., Suhonen, P. M. & Linna, R. P., 26 May 2017, In : Physical Review E. 95, 5, p. 1-12 12 p., 052418.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Charge-Transfer-Driven Nonplanar Adsorption of F4TCNQ Molecules on Epitaxial Graphene

    Kumar, A., Banerjee, K., Dvorak, M., Schulz, F., Harju, A., Rinke, P. & Liljeroth, P., 23 May 2017, In : ACS Nano. 11, 5, p. 4960-4968 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Experimental Realization of a Dirac Monopole through the Decay of an Isolated Monopole

    Ollikainen, T., Tiurev, K., Blinova, A., Lee, W., Hall, D. S. & Möttönen, M., 17 May 2017, In : Physical Review X. 7, 2, p. 1-10 021023.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Inferring Cognitive Models from Data using Approximate Bayesian Computation

    Kangasrääsiö, A., Athukorala, K., Howes, A., Corander, J., Kaski, S. & Oulasvirta, A., 9 May 2017, Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems. ACM, p. 1295-1306 12 p.

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

  22. Published

    Efficient Inference of Recent and Ancestral Recombination within Bacterial Populations

    Mostowy, R., Croucher, N. J., Andam, C. P., Corander, J., Hanage, W. P. & Marttinen, P., 1 May 2017, In : MOLECULAR BIOLOGY AND EVOLUTION. 34, 5, p. 1167-1182 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Portability Analysis for Axiomatic Memory Models. PORTHOS: One Tool for all Models

    Ponce-de-León, H., Furbach, F., Heljanko, K. & Meyer, R., 28 Apr 2017. 38 p.

    Research output: Contribution to conferencePaperScientific

  24. Published

    Irreversibility transition of colloidal polycrystals under cyclic deformation

    Jana, P. K., Alava, M. J. & Zapperi, S., 30 Mar 2017, In : Scientific Reports. 7, p. 1-8 45550.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Critical Assessment of Small Molecule Identification 2016: automated methods

    Schymanski, E. L., Ruttkies, C., Krauss, M., Brouard, C., Kind, T., Dührkop, K., Allen, F., Vaniya, A., Verdegem, D., Böcker, S. & 7 othersRousu, J., Shen, H., Tsugawa, H., Sajed, T., Fiehn, O., Ghesquière, B. & Neumann, S., 27 Mar 2017, In : JOURNAL OF CHEMINFORMATICS. 9, 1, 22.

    Research output: Contribution to journalArticleScientificpeer-review

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. Published

    AncestryAI: A Tool for Exploring Computationally Inferred Family Trees

    Malmi, E., Rasa, M. & Gionis, A., 2017, 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. Published

    Engineering the Electronic Properties of Two-Dimensional Transition Metal Dichalcogenides by Introducing Mirror Twin Boundaries

    Komsa, H. P. & Krasheninnikov, A. V., 2017, In : Advanced Electronic Materials. 3, 6, p. 1-10 1600468.

    Research output: Contribution to journalArticleScientificpeer-review

  51. 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

ID: 1594802