Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2020
  2. Published

    Computer-Generated Holograms for 3D Imaging: A Survey

    Sahin, E., Stoykova, E., Mäkinen, J. & Gotchev, A., 2020, In : ACM Computing Surveys. 53, 2, 35 p., 32.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  3. Published

    Data augmentation approaches for improving animal audio classification

    Nanni, L., Maguolo, G. & Paci, M., 2020, In : Ecological Informatics. 57, 8 p., 101084.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Deep learning–based automatic bird identification system for offshore wind farms

    Niemi, J. & Tanttu, J. T., 2020, In : WIND ENERGY. 23, 6, p. 1394-1407 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Deep Learning Case Study on Imbalanced Training Data for Automatic Bird Identification

    Niemi, J. & Tanttu, J., 2020, Deep Learning: Algorithms and Applications. Pedrycz, W. & Chen, S-M. (eds.). 1 ed. Switzerland: Springer, 32 p. (Studies in Computational Intelligence; vol. 865).

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

  6. Published

    Densely-sampled light field reconstruction

    Vagharshakyan, S., Bregovic, R. & Gotchev, A., 2020, Real VR – Immersive Digital Reality. Springer, p. 67-95 29 p. (Lecture Notes in Computer Science; vol. 11900).

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

  7. Published

    Design and characterization of light field and holographic near-eye displays

    Sahin, E., Mäkinen, J., Akpinar, U., Miyanishi, Y. & Gotchev, A., 2020, Real VR – Immersive Digital Reality. Springer, p. 244-271 28 p. (Lecture Notes in Computer Science; vol. 11900).

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

  8. E-pub ahead of print

    Development of measurement instrument for visual qualities of graphical user interface elements (VISQUAL): a test in the context of mobile game icons

    Jylhä, H. & Hamari, J., 2020, In : User Modeling and User-Adapted Interaction.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Digital solution for information exchange in a supply network

    Jääskeläinen, A., Mahlamäki, T. & Raunio, R., 2020, Proceedings of Twenty-first International Working Seminar on Production Economics: February 24-28, 2020, Innsbruck, Austria.

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

  10. E-pub ahead of print

    Does code quality affect pull request acceptance? An empirical study

    Lenarduzzi, V., Nikkola, V., Saarimäki, N. & Taibi, D., 2020, In : Journal of Systems and Software. 171, 14 p., 110806.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Does esports spectating influence game consumption?

    Macey, J., Tyrväinen, V., Pirkkalainen, H. & Hamari, J., 2020, In : Behaviour and Information Technology. 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Does migrating a monolithic system to microservices decrease the technical debt?

    Lenarduzzi, V., Lomio, F., Saarimäki, N. & Taibi, D., 2020, In : Journal of Systems and Software. 169, 16 p., 110710.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  13. Published

    Do primal instincts explain engagement in location-based games? A hypothesis-forming focus group study on territorial behavior

    Laato, S., Kordyaka, B., Rauti, S., Hyrynsalmi, S. M., Hoikkala, M., Pietarinen, T., Laajala, T. D., Paloheimo, M., Inaba, N. & Hyrynsalmi, S., 2020, GamiFIN Conference 2020: Proceedings of the 4th International GamiFIN Conference. Koivisto, J., Bujić, M. & Hamari, J. (eds.). CEUR-WS, p. 115-125 11 p. (CEUR workshop proceedings; vol. 2637).

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

  14. Published

    Ellipsoidal Subspace Support Vector Data Description

    Sohrab, F., Raitoharju, J., Iosifidis, A. & Gabbouj, M., 2020, In : IEEE Access. 8, p. 122013-122025 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. E-pub ahead of print

    “Empathy machine”: how virtual reality affects human rights attitudes

    Bujić, M., Salminen, M., Macey, J. & Hamari, J., 2020, In : INTERNET RESEARCH. 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    End-to-end learning for video frame compression with self-attention

    Zou, N., Zhang, H., Cricri, F., Tavakoli, H. R., Lainema, J., Aksu, E., Hannuksela, M. & Rahtu, E., 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. IEEE, p. 580-584 5 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

  17. Published

    Estimating tree stem diameters and volume from smartphone photogrammetric point clouds

    Marzulli, M. I., Raumonen, P., Greco, R., Persia, M. & Tartarino, P., 2020, In : FORESTRY. 93, 3, p. 411-429 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Ethical considerations on using learning analytics in finnish higher education

    Okkonen, J., Helle, T. & Lindsten, H., 2020, Advances in Human Factors in Training, Education, and Learning Sciences: Proceedings of the AHFE 2020 Virtual Conference on Human Factors in Training, Education, and Learning Sciences, July 16-20, 2020, USA. Nazir, S., Ahram, T. & Karwowski, W. (eds.). Springer, p. 77-85 9 p. (Advances in Intelligent Systems and Computing; vol. 1211 AISC).

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

  19. Published

    Expectation differences between students and staff of using learning analytics in finnish universities

    Okkonen, J., Helle, T. & Lindsten, H., 2020, Information Technology and Systems: Proceedings of ICITS 2020. Rocha, Á., Ferrás, C., Montenegro Marin, C. E. & Medina García, V. H. (eds.). Springer, p. 383-393 11 p. (Advances in Intelligent Systems and Computing; vol. 1137 AISC).

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

  20. E-pub ahead of print

    Explainable artificial intelligence and machine learning: A reality rooted perspective

    Emmert-Streib, F., Yli-Harja, O. & Dehmer, M., 2020, In : Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Exploration and exploitation of sensorimotor contingencies for a cognitive embodied agent

    Houbre, Q., Angleraud, A. & Pieters, R., 2020, ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence. Rocha, A., Steels, L. & van den Herik, J. (eds.). SCITEPRESS, Vol. 2. p. 546-554 9 p.

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

  22. Published

    Facial Payment Use in China: An Integrated View of Privacy Concerns and Perceived Benefits

    Li, C., Li, H. & Wang, P., 2020, Proceedings of the 2020 Pacific Asia Conference on Information Systems (PACIS). Association for Information Systems

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

  23. Published

    Features of correlation measurements of the parameters of pulsed hyperspectral optical fields using an asymmetric interferometer

    Kulya, M. S., Katkovnik, V. Y., Egiazarian, K. & Petrov, N. V., 2020, In : Quantum Electronics. 50, 7, p. 679-682 4 p.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    Financing Target and Product Line Design on the Flexible and Fixed Reward Crowdfunding

    Liu, X., Zhang, H., Xi, N. & Hamari, J., 2020, In : Mathematical Problems in Engineering. 2020, 3401513.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    FinnForest dataset: A forest landscape for visual SLAM

    Ali, I., Durmush, A., Suominen, O., Yli-Hietanen, J., Peltonen, S., Collin, J. & Gotchev, A., 2020, In : ROBOTICS AND AUTONOMOUS SYSTEMS. 132, 13 p., 103610.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    From Chance to Serendipity: Knowledge Workers' Experiences of Serendipitous Social Encounters

    Olshannikova, E., Olsson, T., Huhtamäki, J., Paasovaara, S. & Kärkkäinen, H., 2020, In : Advances in Human-Computer Interaction. 2020, 1827107.

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Full-reference quality metric based on neural network to assess the visual quality of remote sensing images

    Ieremeiev, O., Lukin, V., Okarma, K. & Egiazarian, K., 2020, In : Remote Sensing. 12, 15, 31 p., 2349.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Gameful civic engagement: A review of the literature on gamification of e-participation

    Hassan, L. & Hamari, J., 2020, In : GOVERNMENT INFORMATION QUARTERLY. 37, 3, 21 p., 101461.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Gamification in statistics education: A literature review

    Legaki, N. Z. & Hamari, J., 2020, GamiFIN Conference 2020: Proceedings of the 4th International GamiFIN Conference. Koivisto, J., Bujić, M. & Hamari, J. (eds.). CEUR-WS, p. 41-51 11 p. (CEUR workshop proceedings; vol. 2637).

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

  30. Published

    GamiFIN 2020: Proceedings of the 4th International GamiFIN Conference

    Koivisto, J. (ed.), Bujić, M. (ed.) & Hamari, J. (ed.), 2020, CEUR-WS. 209 p. (CEUR workshop proceedings; vol. 2637)

    Research output: Book/ReportAnthologyScientificpeer-review

  31. Published

    Human gesture recognition using bispectrum-based wireless signal processing

    Vyunitskiy, O. G., Totsky, A. V. & Eguiazarian, K. O., 2020, In : Telecommunications and Radio Engineering (English translation of Elektrosvyaz and Radiotekhnika). 79, 1, p. 47-57 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Identified opportunities for gamification in the elective primary fast-track total hip and knee arthroplasty journey: Secondary analysis of healthcare professionals’ interviews

    Jansson, M., Koivisto, J. & Pikkarainen, M., 2020, In : JOURNAL OF CLINICAL NURSING. 29, p. 2338-2351 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Immersive journalism: Extant corpus and future agenda

    Bujić, M. & Hamari, J., 2020, GamiFIN Conference 2020: Proceedings of the 4th International GamiFIN Conference. Koivisto, J., Bujić, M. & Hamari, J. (eds.). CEUR-WS, p. 136-145 10 p. (CEUR workshop proceedings; vol. 2637).

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

  34. Published

    In-flightwind field identification and prediction of parafoil systems

    Gao, H., Tao, J., Dehmer, M., Emmert-Streib, F., Sun, Q., Chen, Z., Xie, G. & Zhou, Q., 2020, In : Applied Sciences (Switzerland). 10, 6, 15 p., 1958.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Interpretation, Modeling and Visualization of Crowdsourced Road Condition Data

    Sillberg, P., Saari, M., Grönman, J., Rantanen, P. & Kuusisto, M., 2020, Intelligent Systems: Theory, Research and Innovation in Applications. Jardim-Goncalves, R., Sgurev, V., Jotsov, V. & Kacprzyk, J. (eds.). Springer, p. 99-119 21 p. (Studies in Computational Intelligence; vol. 864).

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

  36. Published

    IoT-CryptoDiet: Implementing a lightweight cryptographic library based on ecdh and ecdsa for the development of secure and rivacy-preserving protocols in contiki-ng

    Frimpong, E. & Michalas, A., 2020, IoTBDS 2020 - Proceedings of the 5th International Conference on Internet of Things, Big Data and Security. Wills, G., Kacsuk, P. & Chang, V. (eds.). SCITEPRESS, p. 101-111 11 p.

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

  37. Published

    Lage und Zukunft des wissenschaftlichen Nachwuchses: Eine Stellungnahme des Beirats des Wissenschaftlichen Nachwuchses (WiN) der Gesellschaft für Informatik (GI e. V.)

    Lenk, K., Gleirscher, M., Nestler, S., Rödiger, S., Petersen, T. & Loebel, J. M., 2020, In : Informatik-Spektrum. 43, 2, p. 94–102 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    Lake and mire isolation data set for the estimation of post-glacial land uplift in Fennoscandia

    Pohjola, J., Turunen, J. & Lipping, T., 2020, In : Earth System Science Data. 12, 2, p. 869-873 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Learning and Teaching Experiences with a Persuasive Social Robot in Primary School – Findings and Implications from a 4-Month Field Study

    Ahtinen, A. & Kaipainen, K., 2020, Persuasive Technology. Designing for Future Change - 15th International Conference on Persuasive Technology, PERSUASIVE 2020, Proceedings. Gram-Hansen, S. B., Jonasen, T. S. & Midden, C. (eds.). Springer, p. 73-84 12 p. (Lecture Notes in Computer Science; vol. 12064).

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

  40. Published

    Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators

    Ntakaris, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 2020, In : PLoS ONE. 15, 6, e0234107.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Published

    Modelling of a pressure swing adsorption unit by deep learning and artificial Intelligence tools

    Oliveira, L. M. C., Koivisto, H., Iwakiri, I. G. I., Loureiro, J. M., Ribeiro, A. M. & Nogueira, I. B. R., 2020, In : Chemical Engineering Science. 224, 115801.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Motivational technology as a way of enhancing transportation safety: A systematic review of previous research

    Wallius, E. & Hamari, J., 2020, GamiFIN Conference 2020: Proceedings of the 4th International GamiFIN Conference. Jonna, K., Bujić, M. & Hamari, J. (eds.). CEUR-WS, p. 92-102 11 p. (CEUR workshop proceedings; vol. 2637).

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

  43. Published

    Multi-modal dense video captioning

    Iashin, V. & Rahtu, E., 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. IEEE, p. 4117-4126 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

  44. Published

    Multi-sensor next-best-view planning as matroid-constrained submodular maximization

    Lauri, M., Pajarinen, J., Peters, J. & Frintrop, S., 2020, In : IEEE Robotics and Automation Letters. 5, 4, p. 5323-5330 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    Neuromorphic Photonics with Coherent Linear Neurons Using Dual-IQ Modulation Cells

    Mourgias-Alexandris, G., Totovic, A., Tsakyridis, A., Passalis, N., Vyrsokinos, K., Tefas, A. & Pleros, N., 2020, In : Journal of Lightwave Technology. 38, 4, p. 811-819 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    Online Spectrogram Inversion for Low-Latency Audio Source Separation

    Magron, P. & Virtanen, T., 2020, In : IEEE Signal Processing Letters. 27, p. 306-310 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    On the diffuseness of technical debt items and accuracy of remediation time when using SonarQube

    Baldassarre, M. T., Lenarduzzi, V., Romano, S. & Saarimäki, N., 2020, In : Information and Software Technology. 128, 18 p., 106377.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Published

    Operational neural networks

    Kiranyaz, S., Ince, T., Iosifidis, A. & Gabbouj, M., 2020, In : Neural Computing and Applications. 32, p. 6645–6668 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Patterns for serverless functions (Function-as-a-Service): A multivocal literature review

    Taibi, D., El Ioini, N., Pahl, C. & Niederkofler, J. R. S., 2020, CLOSER 2020 - Proceedings of the 10th International Conference on Cloud Computing and Services Science. Ferguson, D., Helfert, M. & Pahl, C. (eds.). SCITEPRESS, Vol. 1. p. 181-192 12 p.

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

  50. Published

    Probabilistic approach to physical object disentangling

    Pajarinen, J., Arenz, O., Peters, J. & Neumann, G., 2020, In : IEEE Robotics and Automation Letters. 5, 4, p. 5510-5517 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    Randomized Multiresolution Scanning in Focal and Fast E/MEG Sensing of Brain Activity with a Variable Depth

    Rezaei, A., Koulouri, A. & Pursiainen, S., 2020, In : Brain Topography. 33, 2, p. 161-175 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

Download list To download, please limit the number of search results to 1,000 or less.