Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2020
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. Published

    Social media overload, exhaustion, and use discontinuance: Examining the effects of information overload, system feature overload, and social overload

    Fu, S., Li, H., Liu, Y., Pirkkalainen, H. & Salo, M., 2020, In : INFORMATION PROCESSING AND MANAGEMENT. 57, 6, 102307.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Sound Event Detection Via Dilated Convolutional Recurrent Neural Networks

    Li, Y., Liu, M., Drossos, K. & Virtanen, T., 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). IEEE, p. 286-290 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing).

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

  21. Published

    The orbit-polynomial: A novel measure of symmetry in networks

    Dehmer, M., Chen, Z., Emmert-Streib, F., Mowshowitz, A., Varmuza, K., Feng, L., Jodlbauer, H., Shi, Y. & Tao, J., 2020, In : IEEE Access. 8, p. 36100-36112 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    The watching system as a generalization of identifying code

    Ghorbani, M., Dehmer, M., Maimani, H., Maddah, S., Roozbayani, M. & Emmert-Streib, F., 2020, In : Applied Mathematics and Computation. 380, 7 p., 125302.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    User experience of stereo and spatial audio in 360° live music videos

    Holm, J., Väänänen, K. & Battah, A., 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 134-141 8 p.

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

  24. Published

    Validating effectiveness of safety requirements' compliance evaluation in process assessments

    Varkoi, T., Mäkinen, T., Cameron, F. & Nevalainen, R., 2020, In : Journal of Software: Evolution and Process. 32, 3, 16 p., e2177.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Variance-preserving Deep Metric Learning for Content-based Image Retrieval

    Passalis, N., Iosifidis, A., Gabbouj, M. & Tefas, A., 2020, In : Pattern Recognition Letters. 131, p. 8-14 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  26. E-pub ahead of print

    Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification

    Ni, X. & Huttunen, H., 2020, In : Journal of Signal Processing Systems.

    Research output: Contribution to journalArticleScientificpeer-review

  27. E-pub ahead of print

    What predicts esports betting? A study on consumption of video games, esports, gambling and demographic factors

    Macey, J., Abarbanel, B. & Hamari, J., 2020, In : New Media and Society.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Who contributes what? Scrutinizing the activity data of 4.2 million Zhihu users via immersion scores

    Deng, S., Jiang, Y., Li, H. & Liu, Y., 2020, In : INFORMATION PROCESSING AND MANAGEMENT. 57, 5, 14 p., 102274.

    Research output: Contribution to journalArticleScientificpeer-review

  29. 2019
  30. Published

    Measurement challenge: Protocol for international case-control comparison of mammographic measures that predict breast cancer risk

    Dench, E., Bond-Smith, D., Darcey, E., Lee, G., Aung, Y. K., Chan, A., Cuzick, J., Ding, Z. Y., Evans, C. F., Harvey, J., Highnam, R., Hsieh, M. K., Kontos, D., Li, S., Mariapun, S., Nickson, C., Nguyen, T. L., Pertuz, S., Procopio, P., Rajaram, N., Repich, K., Tan, M., Teo, S. H., Trinh, N. H., Ursin, G., Wang, C., Dos-Santos-Silva, I., Mccormack, V., Nielsen, M., Shepherd, J., Hopper, J. L. & Stone, J., 31 Dec 2019, In : BMJ Open. 9, 12, e031041.

    Research output: Contribution to journalArticleScientificpeer-review

  31. E-pub ahead of print

    Deep Adaptive Input Normalization for Time Series Forecasting

    Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 18 Dec 2019, In : IEEE Transactions on Neural Networks and Learning Systems . 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Ensuring Quality Standards and Reproducible Research for Data Analysis Services in Oncology: A Cooperative Service Model

    Emmert-Streib, F., Dehmer, M. & Yli-Harja, O., 17 Dec 2019, In : Frontiers in cell and developmental biology. 7, 349.

    Research output: Contribution to journalArticleScientificpeer-review

  33. E-pub ahead of print

    Fast and Accurate Depth Estimation From Sparse Light Fields

    Chuchvara, A., Barsi, A. & Gotchev, A., 17 Dec 2019, In : IEEE Transactions on Image Processing. 29, p. 2492-2506 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. E-pub ahead of print

    Anisotropic Denoising of 3D Point Clouds by Aggregation of Multiple Surface-Adaptive Estimates

    Xu, Z. & Foi, A., 16 Dec 2019, In : IEEE Transactions on Visualization and Computer Graphics.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Effectuation as a Framework for Organizational Partnership Building: Making a structure from apparently unstructured behaviour

    Yrjönkoski, K., 13 Dec 2019, Tampere University. 158 p. (Tampere University Dissertations; vol. 178)

    Research output: Book/ReportDoctoral thesisMonograph

  36. Published

    Formula size games for modal logic and mu-calculus

    Hella, L. T. & Vilander, M. S., 13 Dec 2019, In : JOURNAL OF LOGIC AND COMPUTATION. exz025.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Evoking Physiological Synchrony and Empathy Using Social VR with Biofeedback

    Salminen, M., Järvelä, S., Ruonala, A., Harjunen, V. J., Jacucci, G., Hamari, J. & Ravaja, N., 9 Dec 2019, In : IEEE Transactions on Affective Computing.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    A New Architectural Perspective on Wind Damage in a Natural Forest

    Jackson, T., Shenkin, A., Kalyan, B., Zionts, J., Calders, K., Origo, N., Disney, M., Burt, A., Raumonen, P. & Malhi, Y., 7 Dec 2019, In : Frontiers in Forests and Global Change. 1, 13, 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. E-pub ahead of print

    Coding of Light Fields Using Disparity Based Sparse Prediction

    Astola, P. & Tabus, I., 6 Dec 2019, In : IEEE Access.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Distortion Rectification from Static to Dynamic: A Distortion Sequence Construction Perspective

    Liao, K., Lin, C., Zhao, Y. & Gabbouj, M., 6 Dec 2019, In : IEEE Transactions on Circuits and Systems for Video Technology.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Published

    Combining dual-tree complex wavelets and multiresolution in iterative CT reconstruction with application to metal artifact reduction

    Us, D., Ruotsalainen, U. & Pursiainen, S., 5 Dec 2019, In : BioMedical Engineering Online. 18, 1, 116.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Bayesian receiver operating characteristic metric for linear classifiers

    Hassan, S. S., Huttunen, H., Niemi, J. & Tohka, J., 1 Dec 2019, In : Pattern Recognition Letters. 128, p. 52-59 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Clusters of investors around initial public offering

    Baltakienė, M., Baltakys, K., Kanniainen, J., Pedreschi, D. & Lillo, F., 1 Dec 2019, In : Palgrave Communications. 5, 1, 14 p., 129.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Gamified coding: Toy robots and playful learning in early education

    Heljakka, K., Ihamaki, P., Tuomi, P. & Saarikoski, P., 1 Dec 2019, Proceedings - 6th Annual Conference on Computational Science and Computational Intelligence, CSCI 2019. IEEE, p. 800-805 6 p. 9071010

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

  45. Published

    Increased emotional engagement in game-based learning – A machine learning approach on facial emotion detection data

    Ninaus, M., Greipl, S., Kiili, K., Lindstedt, A., Huber, S., Klein, E., Karnath, H. O. & Moeller, K., 1 Dec 2019, In : Computers and Education. 142, 103641.

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    Is it a tool or a toy? How user conceptions of a system's purpose affect their experience and use

    Köse, D. B., Morschheuser, B. & Hamari, J., 1 Dec 2019, In : International Journal of Information Management. 49, p. 461-474 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    Joint Sparse Recovery of Misaligned Multimodal Images via Adaptive Local and Nonlocal Cross-Modal Regularization

    Eslahi, N. & Foi, A., 1 Dec 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings. IEEE, p. 111-115 5 p.

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

  48. Published

    Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

    Tiulpin, A., Klein, S., Bierma-Zeinstra, S. M. A., Thevenot, J., Rahtu, E., Meurs, J. V., Oei, E. H. G. & Saarakkala, S., 1 Dec 2019, In : Scientific Reports. 9, 1, 20038.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    On efficient network similarity measures

    Dehmer, M., Chen, Z., Shi, Y., Zhang, Y., Tripathi, S., Ghorbani, M., Mowshowitz, A. & Emmert-Streib, F., 1 Dec 2019, In : Applied Mathematics and Computation. 362, 124521.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Parallax-tolerant 360 live video stitcher

    Atokari, M., Viitanen, M., Mercat, A., Kattainen, E. & Vanne, J., 1 Dec 2019, 2019 IEEE Visual Communications and Image Processing (VCIP). IEEE

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

  51. Published

    Resolution and contrast in terahertz pulse time-domain holographic reconstruction

    Turov, A. T., Kulya, M. S., Petrov, N. V. & Gorodetsky, A., 1 Dec 2019, In : Applied Optics. 58, 34, p. G231-G240

    Research output: Contribution to journalArticleScientificpeer-review

  52. Published

    Software architecture design in global software development: An empirical study

    Sievi-Korte, O., Richardson, I. & Beecham, S., 1 Dec 2019, In : Journal of Systems and Software. 158, 110400.

    Research output: Contribution to journalArticleScientificpeer-review

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