Science-IT

Facility/Equipment: Facility

Research outputs

  1. 2018
  2. Published

    Iterative Supervised Principal Components

    Piironen, J. & Vehtari, A., 2018, International Conference on Artificial Intelligence and Statistics, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands. Storkey, A. & Perez-Cruz, F. (eds.). 9 p. (Proceedings of Machine Learning Research; vol. 84).

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

  3. Published

    Maintaining social bonds via touching: A cross-cultural study

    Suvilehto, J. T., 2018, Aalto University. 160 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  4. Published

    Methodology Perspective of Computing Thermal Transport in Low-Dimensional Materials and Nanostructures: The Old and the New

    Zhou, Y., Fan, Z., Qin, G., Yang, J. Y., Ouyang, T. & Hu, M., 2018, In : ACS Omega. 3, 3, p. 3278-3284 7 p.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  5. Published

    Modeling and Interpolation of the Ambient Magnetic Field by Gaussian Processes

    Solin, A., Kok, M., Wahlstrom, N., Schon, T. B. & Sarkka, S., 2018, In : IEEE Transactions on Robotics. 34, 4, p. 1112-1127

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Numerical studies for charge formation in combustion engines

    Keskinen, K., 2018, Aalto University. 185 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  7. Published

    On Mining Temporal Patterns in Dynamic Graphs, and Other Unrelated Problems

    Kostakis, O. & Gionis, A., 2018, Complex Networks & Their Applications VI: Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications). Cherifi, C., Cherifi, H., Karsai, M. & Musolesi, M. (eds.). Cham, p. 516-527 12 p. (Studies in Computational Intelligence; vol. 689).

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

  8. Accepted/In press

    Pioneer Networks: Progressively Growing Generative Autoencoder

    Heljakka, A., Solin, A. & Kannala, J., 2018, (Accepted/In press) In : CoRR. abs/1807.03026

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Positive semidefinite rank and nested spectrahedra

    Kubjas, K., Robeva, E. & Robinson, R. Z., 2018, In : LINEAR AND MULTILINEAR ALGEBRA. 66, 10, p. 1952-1974

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Predicting atmospheric particle formation days by Bayesian classification of the time series features

    Zaidan, M. A., Haapasilta, V., Relan, R., Junninen, H., Aalto, P. P., Kulmala, M., Laurson, L. & Foster, A. S., 2018, In : Tellus, Series B: Chemical and Physical Meteorology. 70, 1, p. 1-10 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Principal metabolic flux mode analysis

    Bhadra, S., Blomberg, P., Castillo, S. & Rousu, J., 2018, In : Bioinformatics. 34, 14, p. 2409-2417

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Reconstructing a cascade from temporal observations

    Xiao, H., Rozenshtein, P., Tatti, N. & Gionis, A., 2018, Proceedings of the 2018 SIAM International Conference on Data Mining . SIAM, p. 666-674

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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. Published

    Training methods for climate and neural network models

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

    Research output: ThesisDoctoral ThesisCollection of Articles

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 2017
  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. Published
  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

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