Science-IT

Facility/Equipment: Facility

Research outputs

  1. 2019
  2. Published

    Unstructured Multi-view Depth Estimation Using Mask-Based Multiplane Representation

    Hou, Y., Solin, A. & Kannala, J., 1 Jan 2019, Image Analysis - 21st Scandinavian Conference, SCIA 2019, Proceedings. Felsberg, M., Forssén, P-E., Unger, J. & Sintorn, I-M. (eds.). Springer Verlag, p. 54-66 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11482 LNCS).

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

  3. Published

    Vocal effort compensation for MFCC feature extraction in a shouted versus normal speaker recognition task

    Jokinen, E., Saeidi, R., Kinnunen, T. & Alku, P., 1 Jan 2019, In : Computer Speech and Language. 53, p. 1-11 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Active Learning for Decision-Making from Imbalanced Observational Data

    Sundin, I., Schulam, P., Siivola, E., Vehtari, A., Saria, S. & Kaski, S., 2019, Proceedings of the 36th International Conference on Machine Learning. (Proceedings of Machine Learning Research; vol. 97).

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

  5. Published

    Aggregating domestic energy storage resources to participate in frequency containment reserves

    Giovanelli, C., 2019, Aalto University. 180 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  6. Accepted/In press

    Cellular IoT Traffic Characterization and Evolution

    Finley, B. & Vesselkov, A., 2019, (Accepted/In press) 2019 IEEE 5th World Forum on Internet of Things (WF-IoT). IEEE

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

  7. Published

    Electrical conductivity of functionalised carbon nanotube networks

    Ketolainen, T., 2019, Aalto University. 118 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  8. Published

    Hilbert space methods for reduced-rank Gaussian process regression

    Solin, A. & Särkkä, S., 2019, In : STATISTICS AND COMPUTING. 28 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Opioidergic regulation of human affiliative behavior - Evidence from positron emission tomography studies

    Karjalainen, T., 2019, Aalto University. 77 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  10. Published

    Pioneer Networks: Progressively Growing Generative Autoencoder

    Heljakka, A., Solin, A. & Kannala, J., 2019, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Mori, G., Jawahar, C. V., Schindler, K. & Li, H. (eds.). Springer, Cham, p. 22-38 17 p. (Lecture notes in computer science; vol. 11361).

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

  11. Published

    Real-Time Modeling of Audio Distortion Circuits with Deep Learning

    Damskägg, E-P., Juvela, L. & Välimäki, V., 2019, Proceedings of the 16th Sound & Music Computing Conference SMC 2019. p. 332-339 (Proceedings of the Sound and Music Computing Conferences).

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

  12. Published

    Scene Coordinate Regression with Angle-Based Reprojection Loss for Camera Relocalization

    Li, X., Ylioinas, J., Verbeek, J. & Kannala, J., 2019, Computer Vision – ECCV 2018 Workshops: Munich, Germany, September 8-14, 2018, Proceedings, Part III. Springer International, p. 229-245 (Lecture Notes in Computer Science).

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

  13. Published

    Statistics of rare events in single-electron devices

    Singh, S., 2019, Aalto University. 148 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  14. Published

    Steps Forward in Approximate Computational Inference

    Lintusaari, J., 2019, Aalto University. 153 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  15. Accepted/In press

    Understanding and Visualizing Deep Visual Saliency Models

    He, S., Rezazadegan Tavakoli, H., Borji, A. & Pugeault, N., 2019, (Accepted/In press) IEEE.

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

  16. Published

    Variations in Atomic-Scale Step Edge Structures and Dynamics of Dissolving Calcite in Water Revealed by High-Speed Frequency Modulation Atomic Force Microscopy

    Miyata, K., Kawagoe, Y., Tracey, J., Miyazawa, K., Foster, A. S. & Fukuma, T., 2019, In : Journal of Physical Chemistry C. 123, p. 19786-19793

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Work and energy fluctuations in open quantum systems

    Sampaio, R., 2019, Aalto University. 113 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  18. 2018
  19. Accepted/In press

    Harmonizable mixture kernels with variational Fourier features

    Shen, Z., Heinonen, M. & Kaski, S., 22 Dec 2018, (Accepted/In press).

    Research output: Contribution to conferencePaperScientificpeer-review

  20. Published

    Concert Hall Acoustics

    Kuusinen, A. & Lokki, T., 21 Dec 2018, Sensory Evaluation of Sound. 1st Edition ed. p. 389-410 22 p.

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

  21. Published

    Robust Stability of Efficient Lead-Free Formamidinium Tin Iodide Perovskite Solar Cells Realized by Structural Regulation

    Gao, W., Ran, C., Li, J., Dong, H., Jiao, B., Zhang, L., Lan, X., Hou, X. & Wu, Z., 20 Dec 2018, In : Journal of Physical Chemistry Letters. 9, 24, p. 6999-7006 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published
  23. Published

    Induced p -Wave Pairing in Bose-Fermi Mixtures

    Kinnunen, J. J., Wu, Z. & Bruun, G. M., 19 Dec 2018, In : Physical Review Letters. 121, 25, p. 1-6 253402.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    PicSOM Content-Based Information Retrieval System: software source release version 0.37

    Laaksonen, J., 17 Dec 2018

    Research output: Artistic and non-textual formSoftwareScientific

  25. Published

    Irreversible transition of amorphous and polycrystalline colloidal solids under cyclic deformation

    Jana, P. K., Alava, M. J. & Zapperi, S., 14 Dec 2018, In : Physical Review E. 98, 6, p. 1-9 062607.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    DeepCaption: PyTorch-based framework for image captioning research using deep learning

    Sjöberg, M., Polis, A., Surikuchi, A. & Laaksonen, J., 5 Dec 2018

    Research output: Artistic and non-textual formSoftwareScientific

  27. Published

    Optimization of Proprioceptive Stimulation Frequency and Movement Range for fMRI

    Nurmi, T., Henriksson, L. & Piitulainen, H., 3 Dec 2018, In : FRONTIERS IN HUMAN NEUROSCIENCE. 12, p. 1-15 15 p., 477.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Across-subject offline decoding of motor imagery from MEG and EEG

    Halme, H-L. & Parkkonen, L., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-12 10087.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Crack growth and energy dissipation in paper

    Hanifpour, M., Mäkinen, T., Koivisto, J., Ovaska, M. & Alava, M. J., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-6 17334.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Effects of precipitates and dislocation loops on the yield stress of irradiated iron

    Lehtinen, A., Laurson, L., Granberg, F., Nordlund, K. & Alava, M. J., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-12 6914.

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Exchange-torque-induced excitation of perpendicular standing spin waves in nanometer-thick YIG films

    Qin, H., Hämäläinen, S. J. & Van Dijken, S., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-9 5755.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Gaussian process modelling in approximate bayesian computation to estimate horizontal gene transfer in Bacteria

    Järvenpää, M., Gutmann, M. U., Vehtari, A. K. I. & Marttinen, P., 1 Dec 2018, In : Annals of Applied Statistics. 12, 4, p. 2228-2251 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Low-loss YIG-based magnonic crystals with large tunable bandgaps

    Qin, H., Both, G. J., Hämäläinen, S. J., Yao, L. & van Dijken, S., 1 Dec 2018, In : Nature Communications. 9, 1, p. 1-10 5445.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Machine learning hydrogen adsorption on nanoclusters through structural descriptors

    Jäger, M. O. J., Morooka, E. V., Federici Canova, F., Himanen, L. & Foster, A. S., 1 Dec 2018, In : npj Computational Materials. 4, 1, p. 1-8 37.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Machine learning plastic deformation of crystals

    Salmenjoki, H., Alava, M. J. & Laurson, L., 1 Dec 2018, In : Nature Communications. 9, 1, p. 1-7 5307.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    Mapping temporal-network percolation to weighted, static event graphs

    Kivelä, M., Cambe, J., Saramäki, J. & Karsai, M., 1 Dec 2018, In : Scientific Reports. 8, 1, p. 1-9 12357.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Materials structure genealogy and high-throughput topological classification of surfaces and 2D materials

    Himanen, L., Rinke, P. & Foster, A. S., 1 Dec 2018, In : npj Computational Materials. 4, 1, p. 1-10 52.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    Numerical assessment of wall modelling approaches in scale-resolving in-cylinder simulations

    Keskinen, K., Koch, J., Wright, Y. M., Schmitt, M., Nuutinen, M., Kaario, O., Vuorinen, V., Larmi, M. & Boulouchos, K., 1 Dec 2018, In : International Journal of Heat and Fluid Flow. 74, p. 154-172 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Social network differences of chronotypes identified from mobile phone data

    Aledavood, T., Lehmann, S. & Saramäki, J., 1 Dec 2018, In : EPJ Data Science. 7, 1, p. 1-13 46.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    A Bayesian model of acquisition and clearance of bacterial colonization

    Järvenpää, M., Sater, M., Lagoudas, G., Blainey, P. C., Miller, L., McKinnell, J., Huang, S., Grad, Y. & Marttinen, P., Dec 2018

    Research output: Other contributionScientificpeer-review

  41. Published

    Multichannel social signatures and persistent features of ego networks

    Heydari, S., Roberts, S. G., Dunbar, R. I. M. & Saramäki, J., Dec 2018, In : Applied network science. 3, 13 p., 3:8.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Flow and thermal field effects on cycle-to-cycle variation of combustion: scale-resolving simulation in a spark ignited simplified engine configuration

    Ghaderi Masouleh, M., Keskinen, K., Kaario, O., Kahila, H., Wright, Y. M. & Vuorinen, V., 15 Nov 2018, In : Applied Energy. 230, p. 486-505 20 p.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Embedding Fields into Invisible Metasurface-Bound Volumes

    Cuesta, F. S., Asadchy, V. S., Mirmoosa, M. S., Ma, X. & Tretyakov, S. A., 13 Nov 2018, 2018 12th International Congress on Artificial Materials for Novel Wave Phenomena, METAMATERIALS 2018. Institute of Electrical and Electronics Engineers, p. 87-89 3 p. 8534065

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

  44. Published

    Mimicking complex dislocation dynamics by interaction networks

    Salmenjoki, H., Alava, M. J. & Laurson, L., 13 Nov 2018, In : European Physical Journal B. 91, 11, p. 1-6 6 p., 275.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    Modular approach to understanding and synthesis of metamaterials and metasurfaces

    Asadchy, V. S. & Tretyakov, S. A., 13 Nov 2018, 2018 12th International Congress on Artificial Materials for Novel Wave Phenomena, METAMATERIALS 2018. Institute of Electrical and Electronics Engineers, p. 28-30 3 p. 8534109

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

  46. Published

    Coupled Digital Image Correlation and Quasi-Static Elasticity Imaging of inhomogeneous orthotropic composite structures

    Smyl, D., Antin, K-N., Liu, D. & Bossuyt, S., 9 Nov 2018, In : Inverse Problems. 34, 12, 124005.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    An inverse method for optimizing elastic properties considering multiple loading conditions and displacement criteria

    Smyl, D., 1 Nov 2018, In : Journal of Mechanical Design. 140, 11, 11141.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Published

    Development and characterization of the InVesalius Navigator software for navigated transcranial magnetic stimulation

    Souza, V. H., Matsuda, R. H., Peres, A. S. C., Amorim, P. H. J., Moraes, T. F., Silva, J. V. L. & Baffa, O., 1 Nov 2018, In : Journal of Neuroscience Methods. 309, p. 109-120 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    PicSOM Experiments in TRECVID 2018

    Sjöberg, M., Tavakoli, H. R., Xu, Z., Mantecón, H. L. & Laaksonen, J., 1 Nov 2018, Proceedings of the TRECVID 2018 Workshop. Gaithersburg, MD, USA

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

  50. Published

    Requirements for Coregistration Accuracy in On-Scalp MEG

    Zetter, R., Iivanainen, J., Stenroos, M. & Parkkonen, L., Nov 2018, In : Brain Topography. 31, 6, p. 931-948 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    The Aalto system based on fine-tuned AudioSet features for DCASE2018 task2 - general purpose audio tagging

    Xu, Z., Smit, P. & Kurimo, M., Nov 2018, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2018 Workshop (DCASE2018). Tampere University of Technology, p. 24-28 5 p. 29

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

  52. Published

    Cognate-aware morphological segmentation for multilingual neural translation

    Grönroos, S-A., Virpioja, S. & Kurimo, M., 31 Oct 2018, Third Conference on Machine Translation (WMT18); Brussels, Belgium. p. 390-397 8 p.

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

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