Science-IT

Facility/Equipment: Facility

Research outputs

  1. 2018
  2. Published

    Spectro-Temporal ECG Analysis for Atrial Fibrillation Detection

    Zhao, Z., Särkkä, S. & Bahrami Rad, A., 2018, 2018 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2018. Pustelnik, N., Tan, Z-H., Ma, Z. & Larsen, J. (eds.). Institute of Electrical and Electronics Engineers, 6 p. (IEEE International Workshop on Machine Learning for Signal Processing).

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

  3. Published

    Spin-Imbalanced Pairing and Fermi Surface Deformation in Flat Bands

    Huhtinen, K-E., Tylutki, M., Kumar, P., Vanhala, T. I., Peotta, S. & Törmä, P., 2018, In : Physical Review B. 97, 21, p. 1-8 214503.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Stay On-Topic: Generating Context-specific Fake Restaurant Reviews

    Juuti, M., Sun, B., Mori, T. & Asokan, N., 2018, Computer Security - 23rd European Symposium on Research in Computer Security, ESORICS 2018, Proceedings. p. 132-151 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11098 LNCS).

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

  5. Published

    Stochastic Discriminant Analysis for Linear Supervised Dimension Reduction

    Juuti, M., Corona, F. & Karhunen, J., 2018, In : Neurocomputing. 291, p. 136-150 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    The MeMAD submission to the WMT18 multimodal translation task

    Grönroos, S-A., Huet, B., Kurimo, M., Laaksonen, J., Merialdo, B., Pham, P., Sjöberg, M., Sulubacak, U., Tiedemann, J., Troncy, R. & 1 othersVázquez, R., 2018, Proceedings of the Third Conference on Machine Translation (WMT), Volume 2: Shared Task Papers. Vol. 2. p. 609-617 9 p.

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

  7. Published

    Three-dimensional skyrmions in spin-2 Bose-Einstein condensates

    Tiurev, K., Ollikainen, T., Kuopanportti, P., Nakahara, M., Hall, D. S. & Möttönen, M., 2018, In : New Journal of Physics. 20, 5, p. 1-8 055011.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Towards Lazy Grounding with Lazy Normalization in Answer-Set Programming (Extended Abstract)

    Bomanson, J., Janhunen, T. & Weinzierl, A., 2018, p. 625-626. 2 p.

    Research output: Contribution to conferenceAbstractScientificpeer-review

  9. Published

    Training methods for climate and neural network models

    Abbas, M., 2018, Aalto University. 124 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  10. Published

    Turbulent transport coefficients in spherical wedge dynamo simulations of solar-like stars

    Warnecke, J., Rheinhardt, M., Tuomisto, S., Käpylä, P. J., Käpylä, M. J. & Brandenburg, A., 2018, In : Astronomy and Astrophysics. 609, p. 1-22 22 p., A51.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Using counterfactual queries to improve models for decision-support

    Sundin, I., Schulam, P., Siivola, E., Vehtari, A., Saria, S. & Kaski, S., 2018.

    Research output: Contribution to conferenceAbstractScientificpeer-review

  12. Published

    Variational Fourier Features for Gaussian Processes

    Hensman, J., Durrande, N. & Solin, A., 2018, In : Journal of Machine Learning Research. 18, 1, p. 1-52 52 p., 151.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Variational zero-inflated Gaussian processes with sparse kernels

    Hegde, P., Heinonen, M. & Kaski, S., 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. AUAI Press, Vol. 1. p. 361-371 148

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

  14. Published

    ViraPipe: Scalable Parallel Pipeline for Viral Metagenome Analysis from Next Generation Sequencing Reads

    Maarala, A., Bzhalava, Z., Dillner, J., Heljanko, K. & Bzhalava, D., 2018, In : Bioinformatics. 34, 6, p. 928-935 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. 2017
  16. Published

    Excitation Spectra in Crystal Plasticity

    Ovaska, M., Lehtinen, A., Alava, M. J., Laurson, L. & Zapperi, S., 27 Dec 2017, In : Physical Review Letters. 119, 26, p. 1-5 265501.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Tsu-Esaki modeling of tunneling currents in ferroelectric tunnel junctions

    Tuomisto, N., Van Dijken, S. & Puska, M., 21 Dec 2017, In : Journal of Applied Physics. 122, 23, p. 1-14 234301.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Brain-to-brain hyperclassification reveals action-specific motor mapping of observed actions in humans

    Smirnov, D., Lachat, F., Peltola, T., Lahnakoski, J., Koistinen, O-P., Glerean, E., Vehtari, A., Hari, R., Sams, M. & Nummenmaa, L., 11 Dec 2017, In : PloS one. 12, 12, e0189508.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Inference of Strategic Behavior based on Incomplete Observation Data

    Kangasrääsiö, A. & Kaski, S., 8 Dec 2017, NIPS17 Workshop: Learning in the Presence of Strategic Behavior. Carnegie Mellon University, 4 p.

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

  20. Published

    Quantum knots in Bose-Einstein condensates created by counterdiabatic control

    Ollikainen, T., Masuda, S., Möttönen, M. & Nakahara, M., 7 Dec 2017, In : Physical Review A. 96, 6, p. 1-7 063609.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Vibrational Properties of Metal Phosphorus Trichalcogenides from First-Principles Calculations

    Hashemi, A., Komsa, H. P., Puska, M. & Krasheninnikov, A. V., 7 Dec 2017, In : Journal of Physical Chemistry C. 121, 48, p. 27207-27217 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Quantification of tension to explain bias dependence of driven polymer translocation dynamics

    Suhonen, P. M., Piili, J. & Linna, R. P., 6 Dec 2017, In : Physical Review E. 96, 6, p. 1-15 062401.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Evaluation of the concentration of point defects in GaN

    Reshchikov, M. A., Usikov, A., Helava, H., Makarov, Y. N., Prozheeva, V., Makkonen, I., Tuomisto, F., Leach, J. H. & Udwary, K., 1 Dec 2017, In : Scientific Reports. 7, 1, p. 1-11 9297.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    Modelling community formation driven by the status of individual in a society

    Snellman, J., Iniguez Gonzalez, G., Govezensky, T., Barrio, R. A. & Kaski, K., 1 Dec 2017, In : Journal of Complex Networks. 5, 6, p. 817-838 22 p.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Nanoscale control of competing interactions and geometrical frustration in a dipolar trident lattice

    Farhan, A., Petersen, C. F., Dhuey, S., Anghinolfi, L., Qin, Q. H., Saccone, M., Velten, S., Wuth, C., Gliga, S., Mellado, P. & 3 othersAlava, M. J., Scholl, A. & Van Dijken, S., 1 Dec 2017, In : Nature Communications. 8, 1, p. 1-7 1238.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    Computational and perceptual determinants of film mood in different types of scenes

    Tarvainen, J., Laaksonen, J. & Takala, T., Dec 2017, Proceedings - 2017 IEEE International Symposium on Multimedia, ISM 2017. IEEE, p. 185-192

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

  27. Published

    Efficient acquisition rules for model-based approximate Bayesian computation

    Järvenpää, M., Gutmann, M., Pleska, A., Vehtari, A. & Marttinen, P., Dec 2017

    Research output: Other contributionScientificpeer-review

  28. Published
  29. Published

    Modeling under-resourced languages for speech recognition

    Kurimo, M., Enarvi, S., Tilk, O., Varjokallio, M., Mansikkaniemi, A. & Alumäe, T., Dec 2017, In : LANGUAGE RESOURCES AND EVALUATION. 51, 4, p. 961-987 27 p.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Highly conductive and transparent single-walled carbon nanotube thin films from ethanol by floating catalyst chemical vapor deposition

    Ding, E. X., Jiang, H., Zhang, Q., Tian, Y., Laiho, P., Hussain, A., Liao, Y., Wei, N. & Kauppinen, E. I., 28 Nov 2017, In : Nanoscale. 9, 44, p. 17601-17609 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Synthetic NPA diagnostic for energetic particles in JET plasmas

    Varje, J., Sirén, P., Weisen, H., Kurki-Suonio, T., Äkäslompolo, S. & Contributors, J. E. T., 22 Nov 2017, In : Journal of Instrumentation. 12, 11, p. 1-6 C11025.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Thermal and electronic transport characteristics of highly stretchable graphene kirigami

    Mortazavi, B., Lherbier, A., Fan, Z., Harju, A., Rabczuk, T. & Charlier, J. C., 14 Nov 2017, In : Nanoscale. 9, 42, p. 16329-16341 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Amphoteric Be in GaN: Experimental Evidence for Switching between Substitutional and Interstitial Lattice Sites

    Tuomisto, F., Prozheeva, V., Makkonen, I., Myers, T. H., Bockowski, M. & Teisseyre, H., 9 Nov 2017, In : Physical Review Letters. 119, 19, p. 1-5 196404.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Magnitude-Preserving Ranking for Structured Outputs

    Brouard, C., Bach, E., Böcker, S. & Rousu, J., 3 Nov 2017, Proceedings of the Ninth Asian Conference on Machine Learning. Zhang, M-L. & Noh, Y-K. (eds.). p. 407-422 16 p. (Proceedings of Machine Learning Research; vol. 77).

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

  35. Published

    Positron annihilation analysis of the atomic scale changes in oxidized Zircaloy-4 samples

    Heikinheimo, J., Ortner, S., Makkonen, I., Kujala, J., Blackmur, M. & Tuomisto, F., 1 Nov 2017, In : Journal of Nuclear Materials. 495, p. 172-180 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    Rigidity-induced scale invariance in polymer ejection from capsid

    Linna, R. P., Suhonen, P. M. & Piili, J., 1 Nov 2017, In : Physical Review E. 96, 5, p. 1-10 052402.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Testing Programs with Contextual Unfoldings

    Kähkönen, K. & Heljanko, K., 1 Nov 2017, In : ACM Transactions on Embedded Computing Systems. 17, 1, p. 1-25 23.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings

    Remes, S., Heinonen, M. & Kaski, S., Nov 2017, Proceedings of the 9th Asian Conference on Machine Learning. Zhang, M-L. & Noh, Y-K. (eds.). p. 455-470 16 p. (Proceedings of Machine Learning Research; vol. 77).

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

  39. Published

    Automatic Speech Recognition with Very Large Conversational Finnish and Estonian Vocabularies

    Enarvi, S., Smit, P., Virpioja, S. & Kurimo, M., Nov 2017, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 25, 11, p. 2085-2097 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Janićević et al. Reply

    Janićević, S., Laurson, L., Måløy, K. J., Santucci, S. & Alava, M. J., 31 Oct 2017, In : Physical Review Letters. 119, 18, p. 1-2 188901.

    Research output: Contribution to journalComment/debateScientific

  41. Published

    Oblivious Neural Network Predictions via MiniONN Transformations

    Liu, J., Juuti, M., Lu, Y. & Asokan, N., 30 Oct 2017, Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security . ACM, p. 619-631

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

  42. Published

    Nudged elastic band calculations accelerated with Gaussian process regression

    Koistinen, O-P., Dagbjartsdóttir, F. B., Ásgeirsson, V., Vehtari, A. & Jonsson, H., 21 Oct 2017, In : Journal of Chemical Physics. 147, 15, p. 1-14 152720.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Large Cuts with Local Algorithms on Triangle-Free Graphs

    Hirvonen, J., Rybicki, J., Schmid, S. & Suomela, J., 20 Oct 2017, In : The Electronic Journal of Combinatorics. 24, 4, p. 1-20 20 p., P4.21.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Bloch-line dynamics within moving domain walls in 3D ferromagnets

    Herranen, T. & Laurson, L., 18 Oct 2017, In : Physical Review B. 96, 14, 144422.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    Kohn-Sham Decomposition in Real-Time Time-Dependent Density-Functional Theory: An Efficient Tool for Analyzing Plasmonic Excitations

    Rossi, T. P., Kuisma, M., Puska, M. J., Nieminen, R. M. & Erhart, P., 10 Oct 2017, In : Journal of Chemical Theory and Computation. 13, 10, p. 4779-4790 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    Effect of edge plasmons on the optical properties of MoS2 monolayer flakes

    Rossi, T. P., Winther, K. T., Jacobsen, K. W., Nieminen, R. M., Puska, M. J. & Thygesen, K. S., 5 Oct 2017, In : Physical Review B. 96, 15, 10 p., 155407.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    Hardware Model Checking Competition 2017

    Biere, A., van Dijk, T. & Heljanko, K., 2 Oct 2017, Proceedings of 2017 Formal Methods in Computer Aided Design, FMCAD 2017. Stewart, D. & Weissenbacher, G. (eds.). IEEE, p. 9 1 p.

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

  48. Published

    Formation of Zn- and O- vacancy clusters in ZnO through deuterium annealing

    Johansen, K. M., Tuomisto, F., Makkonen, I. & Vines, L., Oct 2017, In : MATERIALS SCIENCE IN SEMICONDUCTOR PROCESSING. 69, p. 23-27 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Friction controls even submerged granular flows

    Koivisto, J., Korhonen, M., Alava, M., Ortiz, C. P., Durian, D. J. & Puisto, A., 15 Sep 2017, In : Soft Matter. 13, 41, p. 7657-7664

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Synthetic neutron camera and spectrometer in JET based on AFSI-ASCOT simulations

    Sirén, P., Varje, J., Weisen, H., Koskela, T. & Contributors, J. E. T., 8 Sep 2017, In : Journal of Instrumentation. 12, 9, C09010.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    Extending hybrid word-character neural machine translation with multi-task learning of morphological analysis

    Grönroos, S-A., Virpioja, S. & Kurimo, M., 7 Sep 2017, Second Conference on Machine Translation (WMT17); Copenhagen, Denmark. p. 296–302 7 p.

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

  52. Published

    Bimodal Grain-Size Scaling of Thermal Transport in Polycrystalline Graphene from Large-Scale Molecular Dynamics Simulations

    Fan, Z., Hirvonen, P., Pereira, L. F. C., Ervasti, M., Elder, K. R., Donadio, D., Harju, A. & Ala-Nissilä, T., 6 Sep 2017, In : Nano Letters. 17, 10, p. 5919−5924 6 p.

    Research output: Contribution to journalLetterScientificpeer-review

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