Science-IT

Facility/Equipment: Facility

Research outputs

  1. 2019
  2. Published

    North Sámi morphological segmentation with low-resource semi-supervised sequence labeling

    Grönroos, S-A., Virpioja, S. & Kurimo, M., 7 Jan 2019, Fifth Workshop on Computational Linguistics for Uralic Languages: Proceedings of the Workshop. p. 15-26 12 p.

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

  3. Published

    Lasing at K Points of a Honeycomb Plasmonic Lattice

    Guo, R., Nečada, M., Hakala, T. K., Väkeväinen, A. I. & Törmä, P., 2 Jan 2019, In : Physical Review Letters. 122, 1, p. 1-6 013901.

    Research output: Contribution to journalArticle

  4. Published

    A Mathematical Model for Enhancer Activation Kinetics During Cell Differentiation

    Nousiainen, K., Intosalmi, J. & Lähdesmäki, H., 1 Jan 2019, Algorithms for Computational Biology - 6th International Conference, AlCoB 2019, Proceedings. Vega-Rodríguez, M. A., Holmes, I. & Martín-Vide, C. (eds.). Springer Verlag, p. 191-202 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11488 LNBI).

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

  5. Published

    AncestryAI: A Tool for Exploring Computationally Inferred Family Trees

    Malmi, E., Rasa, M. & Gionis, A., 1 Jan 2019, 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

  6. Published

    ASCOT-AFSI simulations of fusion products for the main operating scenarios in JT-60SA

    Varje, J., Kurki-Suonio, T., Vallar, M., Sirén, P., Särkimäki, K., Garcia, J. & Bolzonella, T., 1 Jan 2019.

    Research output: Contribution to conferencePaperScientificpeer-review

  7. Published

    Characterisation of the fast-ion edge resonant transport layer induced by 3D perturbative fields in the ASDEX Upgrade tokamak through full orbit simulations

    Sanchis, L., Garcia-Munoz, M., Snicker, A., Ryan, D. A., Zarzoso, D., Chen, L., Galdon-Quiroga, J., Nocente, M., Rivero-Rodriguez, J. F., Rodriguez-Ramos, M. & 5 others, Suttrop, W., Van Zeeland, M. A., Viezzer, E., Willensdorfer, M. & Zonca, F., 1 Jan 2019, In : Plasma Physics and Controlled Fusion. 61, 1, p. 1-10 014038.

    Research output: Contribution to journalArticle

  8. Published

    Contamination detection by optical measurements in a real-life environment: A hospital case study

    Inkinen, J., Ahonen, M., Iakovleva, E., Karppinen, P., Mielonen, E., Mäkinen, R., Mannonen, K. & Koivisto, J., 1 Jan 2019, In : JOURNAL OF BIOPHOTONICS. e201960069.

    Research output: Contribution to journalArticle

  9. Published
  10. Published

    Gelp: GAN-excited linear prediction for speech synthesis from mel-spectrogram

    Juvela, L., Bollepalli, B., Yamagishi, J. & Alku, P., 1 Jan 2019, Proceedings of Interspeech. International Speech Communication Association, Vol. 2019-September. p. 694-698 5 p. (Interspeech - Annual Conference of the International Speech Communication Association).

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

  11. Published

    Multi-stream Convolutional Networks for Indoor Scene Recognition

    Anwer, R. M., Khan, F. S., Laaksonen, J. & Zaki, N., 1 Jan 2019, Computer Analysis of Images and Patterns - 18th International Conference, CAIP 2019, Proceedings. Vento, M. & Percannella, G. (eds.). Springer Verlag, p. 196-208 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11678 LNCS).

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

  12. Published

    Probabilistic tensors and opportunistic boolean matrix multiplication

    Karppa, M. & Kaski, P., 1 Jan 2019, Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete Algorithms. p. 496-515 20 p.

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

  13. Published

    Scalable Bayesian non-linear matrix completion

    Qin, X., Blomstedt, P. & Kaski, S., 1 Jan 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). p. 3275-3281 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

  14. Published

    Spatial analysis of modal time evolution in room acoustics

    Saarelma, J. & Savioja, L., 1 Jan 2019, In : Journal of the Acoustical Society of America. 145, 1, p. EL116-EL121

    Research output: Contribution to journalArticle

  15. Published

    Stacked elasticity imaging approach for visualizing defects in the presence of background inhomogeneity

    Smyl, D., Bossuyt, S. & Liu, D., 1 Jan 2019, In : JOURNAL OF ENGINEERING MECHANICS: ASCE. 145, 1, 7 p., 06018006.

    Research output: Contribution to journalArticle

  16. 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

  17. 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 journalArticle

  18. Published

    Thermoplasmonic Response of Semiconductor Nanoparticles: A Comparison with Metals

    Thakore, V., Tang, J., Conley, K., Ala-Nissila, T. & Karttunen, M., Jan 2019, In : Advanced theory and simulations. 2, 1, 17 p., 1800100.

    Research output: Contribution to journalArticle

  19. 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

  20. 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

  21. Published

    A Multi-Task Bayesian Deep Neural Net for Detecting Life-Threatening Infant Incidents From Head Images

    Wang, T-J. J., Laaksonen, J., Liao, Y-P., Wu, B-Z. & Shen, S-Y., 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE, p. 3006-3010 5 p. 8803332

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

  22. Published

    Bayesian leave-one-out cross-validation for large data

    Magnusson, M., Andersen, M., Jonasson, J. & Vehtari, A., 2019, Proceedings of the 36th International Conference on Machine Learning. 10 p. (Proceedings of Machine Learning Research; vol. 97).

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

  23. Published

    Cellular IoT Traffic Characterization and Evolution

    Finley, B. & Vesselkov, A., 2019, IEEE 5th World Forum on Internet of Things, WF-IoT 2019 - Conference Proceedings. IEEE, p. 622-627 8767323

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

  24. E-pub ahead of print

    Computationally efficient joint species distribution modeling of big spatial data

    Tikhonov, G., Duan, L., Abrego, N., Newell, G., White, M., Dunson, D. & Ovaskainen, O., 2019, In : ECOLOGY. e02929.

    Research output: Contribution to journalArticle

  25. Published

    Conditional image sampling by deep automodulators

    Heljakka, A., Hou, Y., Kannala, J. & Solin, A., 2019.

    Research output: Contribution to conferencePaperScientificpeer-review

  26. E-pub ahead of print

    Different patterns of social closeness observed in mobile phone communication

    Fudolig, M. I. D., Monsivais, D., Bhattacharya, K., Jo, H-H. & Kaski, K., 2019, In : Journal of Computational Social Science.

    Research output: Contribution to journalArticle

  27. Published
  28. Published

    Electrical conductivity of functionalised carbon nanotube networks

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

    Research output: ThesisDoctoral ThesisCollection of Articles

  29. Published

    Enhancing Lazy Grounding with Lazy Normalization in Answer-Set Programming

    Bomanson, J., Janhunen, T. & Weinzierl, A., 2019, Proceedings of the 33rd AAAI Conference on Artificial Intelligence. p. 2694-2702 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 33).

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

  30. Published
  31. Accepted/In press

    Improved Precision and Recall Metric for Assessing Generative Models

    Kynkäänniemi, T., Karras, T., Laine, S., Lehtinen, J. & Aila, T., 2019, (Accepted/In press) 33rd Conference on Neural Information Processing Systems: NeurIPS 2019 . Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems).

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

  32. Published
  33. Accepted/In press

    Iterative path reconstruction for large-scale inertial navigation on smartphones

    Cortes Reina, S., Hou, Y., Kannala, J. & Solin, A., 2019, (Accepted/In press) Proceedings of the International Conference on Information Fusion (FUSION). IEEE

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

  34. Accepted/In press

    Multi-view stereo by temporal nonparametric fusion

    Hou, Y., Kannala, J. & Solin, A., 2019, (Accepted/In press) International Conference on Computer Vision (ICCV). IEEE, p. 2651–2660

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

  35. Accepted/In press

    ODE2VAE: Deep generative second order ODEs with Bayesian neural networks

    Yildiz, C., Heinonen, M. & Lähdesmäki, H., 2019, (Accepted/In press) NeurIPS.

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

  36. 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

  37. 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

  38. Published

    PRADA: Protecting Against DNN Model Stealing Attacks

    Juuti, M., Szyller, S., Marchal, S. & Asokan, N., 2019, IEEE European Symposium on Security and Privacy, EuroS&P 2019, Stockholm, Sweden, June 17-19, 2019. IEEE, p. 512-527 16 p.

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

  39. E-pub ahead of print

    Predicting utilization of healthcare services from individual disease trajectories using RNNs with multi-headed attention

    Kumar, Y., Salo, H., Nieminen, T., Vepsäläinen, K., Kulathinal, S. & Marttinen, P., 2019, Machine Learning for Health (ML4H) at NeurIPS 2019. (Conference on Neural Information Processing Systems).

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

  40. 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

  41. 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

  42. Published

    Statistics of rare events in single-electron devices

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

    Research output: ThesisDoctoral ThesisCollection of Articles

  43. Published

    Steps Forward in Approximate Computational Inference

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

    Research output: ThesisDoctoral ThesisCollection of Articles

  44. Published

    Topological alterations of the structural brain connectivity network in children with juvenile neuronal ceroid lipofuscinosis

    Roine, T., Roine, U., Tokola, A., Balk, M., Mannerkoski, M., Åberg, L., Tuula, L. & Autti, T., 2019, In : AMERICAN JOURNAL OF NEURORADIOLOGY. 40, 12, p. 2146-2153 8 p.

    Research output: Contribution to journalArticle

  45. 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

  46. 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 journalArticle

  47. Published

    Weighted Temporal Event Graphs

    Saramäki, J., Kivelä, M. & Karsai, M., 2019, Temporal Network Theory. Cham, p. 107-128 (Computational Social Sciences).

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

  48. Published

    Work and energy fluctuations in open quantum systems

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

    Research output: ThesisDoctoral ThesisCollection of Articles

  49. 2018
  50. 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

  51. 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 journalArticle

  52. Published
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