Science-IT

Facility/Equipment: Facility

Research outputs

  1. 2018
  2. Published

    Learning with multiple pairwise kernels for drug bioactivity prediction

    Cichonska, A., Pahikkala, T., Szedmak, S., Julkunen, H., Airola, A., Heinonen, M., Aittokallio, T. & Rousu, J., 1 Jul 2018, In : Bioinformatics. 34, 13, p. i509-i518

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Bose–Einstein condensation in a plasmonic lattice

    Hakala, T. K., Moilanen, A. J., Väkeväinen, A. I., Guo, R., Martikainen, J. P., Daskalakis, K. S., Rekola, H. T., Julku, A. & Törmä, P., Jul 2018, In : Nature Physics. 14, 7, p. 1-6 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Estimating activity cycles with probabilistic methods I. Bayesian Generalised Lomb-Scargle Periodogram with Trend

    Olspert, N., Pelt, J., Käpylä, M. J. & Lehtinen, J. J., Jul 2018, In : Astronomy and Astrophysics. 615, p. 1-13 A111.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge

    Sundin, I., Peltola, T., Micallef, L., Afrabandpey, H., Soare, M., Majumder, M. M., Daee, P., He, C., Serim, B., Havulinna, A. & 4 othersHeckman, C., Jacucci, G., Marttinen, P. & Kaski, S., 27 Jun 2018, In : Bioinformatics. 34, 13, p. i395-i403

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    High-performance single-walled carbon nanotube transparent conducting film fabricated by using low feeding rate of ethanol solution

    Ding, E. X., Zhang, Q., Wei, N., Khan, A. T. & Kauppinen, E. I., 18 Jun 2018, In : Royal Society Open Science. 5, 6, p. 1-8 180392.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Theory of pore-driven and end-pulled polymer translocation dynamics through a nanopore: An overview

    Sarabadani, J. & Ala-Nissila, T., 12 Jun 2018, In : Journal of Physics Condensed Matter. 30, 27, p. 1-13 274002.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  8. Published

    Consistency and similarity of MEG- and fMRI-signal time courses during movie viewing

    Lankinen, K., Saari, J., Hlushchuk, Y., Tikka, P., Parkkonen, L., Hari, R. & Koskinen, M., Jun 2018, In : NeuroImage. 173, p. 361-369 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Floating catalyst CVD synthesis of single walled carbon nanotubes from ethylene for high performance transparent electrodes

    Hussain, A., Liao, Y., Zhang, Q., Ding, E. X., Laiho, P., Ahmad, S., Wei, N., Tian, Y., Jiang, H. & Kauppinen, E. I., 28 May 2018, In : Nanoscale. 10, 20, p. 9752-9759 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Electronic conductivity of solid and liquid (Mg, Fe)O computed from first principles

    Holmström, E., Stixrude, L., Scipioni, R. & Foster, A. S., 15 May 2018, In : Earth and Planetary Science Letters. 490, p. 11-19 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Atopic asthma after rhinovirus-induced wheezing is associated with DNA methylation change in the SMAD3 gene promoter

    Lund, R. J., Osmala, M., Malonzo, M., Lukkarinen, M., Leino, A., Salmi, J., Vuorikoski, S., Turunen, R., Vuorinen, T., Akdis, C. & 3 othersLähdesmäki, H., Lahesmaa, R. & Jartti, T., 5 May 2018, In : Allergy. 73, 8, p. 1735-1740 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Structural details of Al/Al2O3 junctions and their role in the formation of electron tunnel barriers

    Koberidze, M., Puska, M. & Nieminen, R., 4 May 2018, In : Physical Review B. 97, 19, p. 1-11 195406.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    The Cross-Polar Cap Saturation in GUMICS-4 During High Solar Wind Driving

    Lakka, A., Pulkkinen, T. I., Dimmock, A. P., Myllys, M., Honkonen, I. & Palmroth, M., May 2018, In : Journal of geophysical research: Space physics. 123, 5, p. 3320-3332 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Coupled Yu-Shiba-Rusinov States in Molecular Dimers on NbSe2

    Kezilebieke, S., Dvorak, M., Ojanen, T. & Liljeroth, P., 11 Apr 2018, In : Nano Letters. 18, 4, p. 2311-2315 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    Ultrafast Pulse Generation in an Organic Nanoparticle-Array Laser

    Daskalakis, K. S., Väkeväinen, A. I., Martikainen, J. P., Hakala, T. K. & Törmä, P., 11 Apr 2018, In : Nano Letters. 18, 4, p. 2658-2665 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  16. E-pub ahead of print
  17. Published

    Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification

    Anwer, R. M., Khan, F. S., van de Weijer, J., Molinier, M. & Laaksonen, J., 1 Apr 2018, In : ISPRS Journal of Photogrammetry and Remote Sensing. 138, p. 74-85 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction

    Daee, P., Peltola, T., Vehtari, A. & Kaski, S., 8 Mar 2018, IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces. Association for Computing Machinery (ACM), p. 305-310 6 p.

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

  19. Published

    Synthetic electromagnetic knot in a three-dimensional skyrmion

    Lee, W., Gheorghe, A. H., Tiurev, K., Ollikainen, T., Möttönen, M. & Hall, D. S., 2 Mar 2018, In : Science Advances. 4, 3, p. 1-7 eaao3820.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Tuning magnetic ordering in a dipolar square-kite tessellation

    Petersen, C. F., Farhan, A., Dhuey, S., Chen, Z., Alava, M. J., Scholl, A. & Van Dijken, S., 26 Feb 2018, In : Applied Physics Letters. 112, 9, p. 1-5 092403.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Regions of Interest as nodes of dynamic functional brain networks

    Ryyppö, E., Glerean, E., Brattico, E., Saramäki, J. & Korhonen, O., 22 Feb 2018, In : Network Neuroscience. 2, 4, p. 513-535 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Wafer-Scale Thermophoretic Dry Deposition of Single-Walled Carbon Nanotube Thin Films

    Laiho, P., Rafiee, M., Liao, Y., Hussain, A., Ding, E. & Kauppinen, E., 31 Jan 2018, In : ACS Omega. 3, 1, p. 1322-1328

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Film mood and its quantitative determinants in different types of scenes

    Tarvainen, J., Laaksonen, J. & Takala, T., 8 Jan 2018, In : IEEE Transactions on Affective Computing.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    ADVIO: An authentic dataset for visual-inertial odometry

    Cortés, S., Solin, A., Rahtu, E. & Kannala, J., 1 Jan 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Springer Verlag, p. 425-440 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11214 LNCS).

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

  25. Published

    Exploiting artificial neural networks for the prediction of ancillary energy market prices

    Giovanelli, C., Sierla, S., Ichise, R. & Vyatkin, V., 1 Jan 2018, In : Energies. 11, 7, 1906.

    Research output: Contribution to journalArticleScientificpeer-review

  26. E-pub ahead of print

    Generating Modular Lattices of up to 30 Elements

    Kohonen, J., 1 Jan 2018, In : Order.

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Nanoscale liquid crystal lubrication controlled by surface structure and film composition

    Jana, P. K., Chen, W., Alava, M. J. & Laurson, L., 1 Jan 2018, In : Physical Chemistry Chemical Physics. 20, 27, p. 18737-18743 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Recursive Chaining of Reversible Image-to-Image Translators for Face Aging

    Heljakka, A., Solin, A. & Kannala, J., 1 Jan 2018, Advanced Concepts for Intelligent Vision Systems - 19th International Conference, ACIVS 2018, Proceedings. Springer Verlag, p. 309-320 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11182 LNCS).

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

  29. Published

    Versatile fusion source integrator AFSI for fast ion and neutron studies in fusion devices

    Sirén, P., Varje, J., Akaslompolo, S., Asunta, O., Giroud, C., Kurki-Suonio, T. & Weisen, H., 1 Jan 2018, In : Nuclear Fusion. 58, 1, 016023.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Travel times and transfers in public transport: Comprehensive accessibility analysis based on Pareto-optimal journeys

    Kujala, R., Weckström, C., Mladenović, M. N. & Saramäki, J., Jan 2018, In : Computers Environment and Urban Systems. 67, p. 41–54 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Aalto system for the 2017 Arabic multi-genre broadcast challenge

    Smit, P., Gangireddy, S., Enarvi, S., Virpioja, S. & Kurimo, M., 2018, Automatic Speech Recognition and Understanding (ASRU), IEEE Workshop on. IEEE, p. 338-345

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

  32. Published

    A collection of public transport network data sets for 25 cities

    Kujala, R., Weckström, J., Darst, R., Mladenovic, M. & Saramäki, J., 2018, In : Scientific Data. 5, p. 1-14 180089.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Character-based units for Unlimited Vocabulary Continuous Speech Recognition

    Smit, P., Gangireddy, S., Enarvi, S., Virpioja, S. & Kurimo, M., 2018, Automatic Speech Recognition and Understanding (ASRU), IEEE Workshop on. IEEE, p. 149-154

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

  34. Published

    Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations

    Siivola, E., Vehtari, A., Vanhatalo, J., Gonzalez, J. & Andersen, M., 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) . IEEE Computer Society, p. 1-6 6 p. 8516936. (Machine learning for signal processing ).

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

  35. Published

    Dynamics of cortical brain activity during movie viewing

    Lankinen, K., 2018, Aalto University. 136 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  36. Published

    Engineering a delegatable and error-Tolerant algorithm for counting small subgraphs

    Kaski, P., 2018, 2018 Proceedings of the 20th Workshop on Algorithm Engineering and Experiments, ALENEX 2018. Society for Industrial and Applied Mathematics Publications, Vol. 2018-January. p. 184-198 15 p.

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

  37. Published

    Engineering Motif Search for Large Motifs

    Kaski, P., Lauri, J. & Muniyappa, S., 2018, 17th International Symposium on Experimental Algorithms (SEA 2018). D'Angelo, G. (ed.). p. 1-19 28. (Leibniz International Proceedings in Informatics (LIPIcs); vol. 103).

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

  38. Published

    Estimating activity cycles with probabilistic methods II: The Mount Wilson Ca H&K data

    Olspert, N., Lehtinen, J. J., Käpylä, M. J., Pelt, J. & Grigorievskiy, A., 2018, In : Astronomy and Astrophysics. 619, p. 1-20 A6.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Exploiting Justifications for Lazy Grounding of Answer Set Programs

    Bogaerts, B. & Weinzierl, A., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). p. 1737-1745 9 p.

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

  40. Published

    Image and Video Captioning with Augmented Neural Architectures

    Shetty, R., Rezazadegan Tavakoli, H. & Laaksonen, J., 2018, In : IEEE Multimedia. 25, 2, p. 34-46 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

ID: 1594802