Research outputs

  1. 2020
  2. Published

    Adaptive feature guidance: Modelling visual search with graphical layouts

    Jokinen, J. P. P., Wang, Z., Sarcar, S., Oulasvirta, A. & Ren, X., 1 Apr 2020, In : International Journal of Human Computer Studies. 136, 102376.

    Research output: Contribution to journalArticle

  3. Published
  4. Accepted/In press

    Digging Deeper into the Finnish Parliamentary Protocols: Using a Lexical Semantic Tagger for Studying Meaning Change of Everyman’s Rights (allemansrätten)

    Kettunen, K. & La Mela, M., Mar 2020, (Accepted/In press) Proceedings of Digital Humanities in Nordic Countries (DHN 2020), Riga.

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

  5. Accepted/In press
  6. Published

    Linear measurements from nonlinear sensors: identifying distortion with incidental noise

    Gunn, L. J., Allison, A. & Abbott, D., 3 Feb 2020, In : IEEE INSTRUMENTATION AND MEASUREMENT MAGAZINE. 23, 1, p. 50-55

    Research output: Contribution to journalReview Article

  7. Published

    Investigating the role of the intensity and duration of self-injury thoughts in self-injury with ecological momentary assessment

    Fitzpatrick, S., Kranzler, A., Fehling, K., Lindqvist, J. & Selby, E. A., 1 Feb 2020, In : Psychiatry Research. 284, 8 p., 112761.

    Research output: Contribution to journalArticle

  8. Published

    Scaled coupled norms and coupled higher-order tensor completion

    Wimalawarne, K., Yamada, M. & Mamitsuka, H., 1 Feb 2020, In : Neural Computation. 32, 2, p. 447-484 38 p.

    Research output: Contribution to journalLetter

  9. Published

    Exploring numerical calculations with CalcNet

    Rana, A., Malhi, A. & Främling, K., Feb 2020, 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI). IEEE, 8 p.

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

  10. Accepted/In press

    Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations

    Järvenpää, M., Gutmann, M., Vehtari, A. & Marttinen, P., Feb 2020, (Accepted/In press) In : Bayesian Analysis.

    Research output: Contribution to journalArticle

  11. Published
  12. Published

    Enabling successful crowdfunding for entrepreneurs in marginalized communities

    Arvila, N., Winschiers-Theophilus, H., Keskinen, P., Laurikainen, R. & Nieminen, M., 26 Jan 2020, Proceedings of the 23rd International Conference on Academic Mindtrek. Turunen, M. (ed.). ACM, p. 45–54 10 p.

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

  13. Published

    Relaxing the strong triadic closure problem for edge strength inference

    Adriaens, F., De Bie, T., Gionis, A., Lijffijt, J., Matakos, A. & Rozenshtein, P., 17 Jan 2020, In : Data Mining and Knowledge Discovery.

    Research output: Contribution to journalArticle

  14. E-pub ahead of print
  15. E-pub ahead of print

    Identifying the inheritable component of human thymic T cell repertoire generation in monozygous twins

    Heikkila, N., Vanhanen, R., Yohannes, D. A., Saavalainen, P., Meri, S., Jokiranta, T. S., Jarva, H., Mattila, I. P., Hamm, D., Sormunen, S. & 2 others, Saramaki, J. & Arstila, T. P., 14 Jan 2020, In : EUROPEAN JOURNAL OF IMMUNOLOGY. 4 p.

    Research output: Contribution to journalLetter

  16. Published

    Minimum mode saddle point searches using Gaussian process regression with inverse-distance covariance function

    Koistinen, O-P., Ásgeirsson, V., Vehtari, A. & Jonsson, H., 14 Jan 2020, In : Journal of Chemical Theory and Computation. 16, 1, p. 499-509

    Research output: Contribution to journalArticle

  17. Published

    User Experience Considerations in Motivational Design for Sustainable Mobile Learning Usage

    Seppälä, J., Mitsuishi, T., Ohkawa, Y., Zhao, X. & Nieminen, M., 12 Jan 2020.

    Research output: Contribution to conferencePaperScientificpeer-review

  18. Published

    IoTEF: A Federated Edge-Cloud Architecture for Fault-Tolerant IoT Applications

    Javed, A., Robert, J., Heljanko, K. & Främling, K., 10 Jan 2020, In : JOURNAL OF GRID COMPUTING.

    Research output: Contribution to journalArticle

  19. Published

    Didaktinen kolmio luonnontieteen opetuksen tutkimuksen arvioinnissa

    Kaasinen, A., Lampiselkä, J., Kinnunen, P. & Malmi, L., 9 Jan 2020, In : AINEDIDAKTISIA TUTKIMUKSIA. 16, p. 11-27

    Research output: Contribution to journalArticle

  20. E-pub ahead of print

    Robust parallel hybrid artificial bee colony algorithms for the multi-dimensional numerical optimization

    Dokeroglu, T., Pehlivan, S. & Avenoglu, B., 9 Jan 2020, In : JOURNAL OF SUPERCOMPUTING.

    Research output: Contribution to journalArticle

  21. Published

    Conditional Hardness Results for Massively Parallel Computation from Distributed Lower Bounds

    Ghaffari, M., Kuhn, F. & Uitto, J., 6 Jan 2020, Proceedings - 2019 IEEE 60th Annual Symposium on Foundations of Computer Science, FOCS 2019. IEEE, p. 1650-1663 14 p. 8948686

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

  22. Published

    Amygdala responds to direct gaze in real but not in computer-generated faces

    Kätsyri, J., de Gelder, B. & de Borst, A. W., 1 Jan 2020, In : NeuroImage. 204, 116216.

    Research output: Contribution to journalArticle

  23. E-pub ahead of print

    A triple-chamber parenteral nutrition solution was associated with improved protein intake in very low birthweight infants

    Immeli, L., Mäkelä, P. M., Leskinen, M., Rinta-Koski, O. P., Sund, R., Andersson, S. & Luukkainen, P., 1 Jan 2020, In : Acta Paediatrica, International Journal of Paediatrics.

    Research output: Contribution to journalArticle

  24. Published

    High-dimensional structure learning of binary pairwise Markov networks: A comparative numerical study

    Pensar, J., Xu, Y., Puranen, S., Pesonen, M., Kabashima, Y. & Corander, J., 1 Jan 2020, In : Computational Statistics and Data Analysis. 141, p. 62-76 15 p.

    Research output: Contribution to journalArticle

  25. Published
  26. E-pub ahead of print
  27. Published

    On the Sample Complexity of Graphical Model Selection From Non-Stationary Samples

    Tran Quang, N., Jung, A. & Abramenko, O., 1 Jan 2020, In : IEEE Transactions on Signal Processing. 68, p. 17-32

    Research output: Contribution to journalArticle

  28. Published

    Trends in Agile: Business Agility

    Prikladnicki, R., Lassenius, C. & Carver, J. C., 1 Jan 2020, In : IEEE Software. 37, 1, p. 78-80 3 p., 8938113.

    Research output: Contribution to journalArticle

  29. Accepted/In press

    Lessons from Ex Post Evaluation of Emerging Mobility Service: Case Kutsuplus

    Mladenovic, M., Haglund, N., Kujala, R., Weckström, C. & Saramäki, J., Jan 2020, (Accepted/In press).

    Research output: Contribution to conferencePaperScientificpeer-review

  30. Accepted/In press

    Navigating an Infinite Space with Unreliable Movements

    Martinsson, A. & Uitto, J., Jan 2020, (Accepted/In press) Proceedings.

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

  31. Accepted/In press

    Bayesian Feature Pyramid Networks for Automatic Multi-Label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio

    Solovyev, R., Melekhov, I., Lesonen, T., Vaattovaara, E., Tervonen, O. & Tiulpin, A., 2020, (Accepted/In press) Advanced Concepts for Intelligent Vision Systems (ACIVS).

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

  32. Accepted/In press

    Computing Tight Differential Privacy Guarantees Using FFT

    Koskela, A., Jälkö, J. & Honkela, A., 2020, (Accepted/In press) AISTATS.

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

  33. Accepted/In press

    Geometric Image Correspondence Verification by Dense Pixel Matching

    Laskar, Z., Melekhov, I., Rezazadegan Tavakoli, H., Ylioinas, J. & Kannala, J., 2020, (Accepted/In press) IEEE Winter Conference on Applications of Computer Vision.

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

  34. Accepted/In press

    GRIDS: Interactive Layout Design with Integer Programming

    Todi, K., Dayama, N., Saarelainen, T. & Oulasvirta, A., 2020, (Accepted/In press) CHI 2020 - Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. Honolulu, HI, USA: ACM, 13 p.

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

  35. Accepted/In press

    HAL: Improved Text-­Image Matching by Mitigating Visual Semantic Hubs

    Liu, F., Ye, R., Wang, X. & Li, S., 2020, (Accepted/In press) The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20).

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

  36. Accepted/In press

    InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization

    Sun, F-Y., Hoffman, J., Verma, V. & Tang, J., 2020, (Accepted/In press) International Conference on Learning Representations.

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

  37. Published

    Introduction

    Brandenburg, A., Candelaresi, S. & Gent, F. A., 2020, In : GEOPHYSICAL AND ASTROPHYSICAL FLUID DYNAMICS. 114, 1-2, p. 1-7 7 p.

    Research output: Contribution to journalArticle

  38. Accepted/In press

    Learning spectrograms with convolutional spectral kernels

    Shen, Z., Heinonen, M. & Kaski, S., 2020, (Accepted/In press) The 23rd International Conference on Artificial Intelligence and Statistic. (Proceedings of Machine Learning Research).

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

  39. Accepted/In press

    Multi-transversals for Triangles and the Tuza's Conjecture

    Chalermsook, P., Khuller, S., Sukprasert, P. & Uniyal, S., 2020, (Accepted/In press) Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA20). p. 1955-1974 20 p.

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

  40. E-pub ahead of print

    Self-Determination Theory in HCI Games Research: Current Uses and Open Questions

    Tyack, A. & Mekler, E., 2020, CHI 2020 - Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. ACM

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

  41. Published
  42. Accepted/In press

    SketchTransfer: A New Dataset for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks

    Lamb, A., Ozair, S., Verma, V. & Ha, D., 2020, (Accepted/In press) 2020 Winter Conference on Applications of Computer Vision (WACV ’20).

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

  43. Published

    Smart Tourism: Opportunity for Universities in Vietnam

    Nguyen, T. M. P. & Korhonen, J., 2020, In : Hai Phong University Journal of Science. 1, p. 26-36 11 p.

    Research output: Contribution to journalArticle

  44. Published

    The Datafication of Hate: Expectations and Challenges in Automated Hate Speech Monitoring

    Laaksonen, S-M., Haapoja, J., Kinnunen, T., Nelimarkka, M. & Pöyhtäri, R., 2020, In : Frontiers in Big Data. 3

    Research output: Contribution to journalArticle

  45. 2019
  46. E-pub ahead of print

    Joint species distribution modelling with the R-package Hmsc

    Tikhonov, G., Opedal, Ø. H., Abrego, N., Lehikoinen, A., de Jonge, M. M. J., Oksanen, J. & Ovaskainen, O., 25 Dec 2019, In : Methods in Ecology and Evolution.

    Research output: Contribution to journalArticle

  47. Published

    HPOAnnotator: improving large-scale prediction of HPO annotations by low-rank approximation with HPO semantic similarities and multiple PPI networks

    Gao, J., Liu, L., Yao, S., Huang, X., Mamitsuka, H. & Zhu, S., 23 Dec 2019, In : BMC Medical Genomics . 12, 14 p., 187.

    Research output: Contribution to journalArticle

  48. Accepted/In press

    Plasmids shaped the recent emergence of the major nosocomial pathogen Enterococcus faecium.

    Arredondo-Alonso, S., Top, J., McNally, A., Puranen, S., Pesonen, M., Pensar, J., Marttinen, P., Braat, J., Rogers, M., van Schaik, W. & 4 others, Kaski, S., Willems, R. J. L., Corander, J. & Schürch, A., 23 Dec 2019, (Accepted/In press) In : MBIO.

    Research output: Contribution to journalArticle

  49. Published

    Theory for the stationary polariton response in the presence of vibrations

    Kansanen, K. S. U., Asikainen, A., Toppari, J. J., Groenhof, G. & Heikkila, T. T., 23 Dec 2019, In : Physical Review B. 100, 24, p. 1-12 12 p., 245426.

    Research output: Contribution to journalArticle

  50. Published

    Julkisten ICT-hankintojen käyttäjäkeskeisyyden edellytysten kriittinen tarkastelu

    Kautonen, H. & Nieminen, M., 20 Dec 2019, In : Hallinnon tutkimus . 38, 3, p. 155-173 19 p.

    Research output: Contribution to journalArticle

  51. Published

    Data-driven multiscale modeling reveals the role of metabolic coupling for the spatio-temporal growth dynamics of yeast colonies

    Intosalmi, J., Scott, A. C., Hays, M., Flann, N., Yli-Harja, O., Lähdesmäki, H., Dudley, A. M. & Skupin, A., 19 Dec 2019, In : BMC Molecular and Cell Biology. 20, 1, 59.

    Research output: Contribution to journalArticle

  52. Published

    Nudged elastic band calculations accelerated with Gaussian process regression based on inverse interatomic distances

    Koistinen, O-P., Ásgeirsson, V., Vehtari, A. & Jonsson, H., 10 Dec 2019, In : Journal of Chemical Theory and Computation. 15, 12, p. 6738-6751

    Research output: Contribution to journalArticle

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