Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. A1 Journal article-refereed
  2. Published

    The effect of challenge-based gamification on learning: An experiment in the context of statistics education

    Legaki, N. Z., Xi, N., Hamari, J., Karpouzis, K. & Assimakopoulos, V., 1 Dec 2020, In : International Journal of Human Computer Studies. 144, 102496.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Neurofunctional plasticity in fraction learning: An fMRI training study

    Wortha, S. M., Bloechle, J., Ninaus, M., Kiili, K., Lindstedt, A., Bahnmueller, J., Moeller, K. & Klein, E., 1 Dec 2020, In : Trends in Neuroscience and Education. 21, 15 p., 100141.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Some SonarQube issues have a significant but small effect on faults and changes. A large-scale empirical study

    Lenarduzzi, V., Saarimäki, N. & Taibi, D., Dec 2020, In : Journal of Systems and Software. 170, 15 p., 110750.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Multi-agent active information gathering in discrete and continuous-state decentralized POMDPs by policy graph improvement

    Lauri, M., Pajarinen, J. & Peters, J., 1 Oct 2020, In : AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS. 34, 2, 42.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Tree species classification using structural features derived from terrestrial laser scanning

    Terryn, L., Calders, K., Disney, M., Origo, N., Malhi, Y., Newnham, G., Raumonen, P., Åkerblom, M. & Verbeeck, H., 1 Oct 2020, In : ISPRS Journal of Photogrammetry and Remote Sensing. 168, p. 170-181 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Recurrent bag-of-features for visual information analysis

    Krestenitis, M., Passalis, N., Iosifidis, A., Gabbouj, M. & Tefas, A., Oct 2020, In : Pattern Recognition. 106, 107380.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Fusionsense: Emotion classification using feature fusion of multimodal data and deep learning in a brain-inspired spiking neural network

    Tan, C., Ceballos, G., Kasabov, N. & Subramaniyam, N. P., 17 Sep 2020, In : Sensors (Switzerland). 20, 18, 27 p., 5328.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Relations and bounds for the zeros of graph polynomials using vertex orbits

    Dehmer, M., Emmert-Streib, F., Mowshowitz, A., Ilić, A., Chen, Z., Yu, G., Feng, L., Ghorbani, M., Varmuza, K. & Tao, J., 1 Sep 2020, In : Applied Mathematics and Computation. 380, 125239.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    The role of symmetry in the aesthetics of residential building façades using cognitive science methods

    Azemati, H., Jam, F., Ghorbani, M., Dehmer, M., Ebrahimpour, R., Ghanbaran, A. & Emmert-Streib, F., 1 Sep 2020, In : Symmetry. 12, 9, 15 p., 1438.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits

    Passalis, N., Raitoharju, J., Tefas, A. & Gabbouj, M., Sep 2020, In : Pattern Recognition. 105, 107346.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Considerations of safety in the development of industrial services: Matter of course or matter of chance?

    Nenonen, S., Anttila, S., Hyytinen, T. & Kivistö-Rahnasto, J., Sep 2020, In : Safety Science. 129, 104766.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Using Deep Learning for price prediction by exploiting stationary limit order book features

    Tsantekidis, A., Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 1 Aug 2020, In : Applied Soft Computing Journal. 93, 106401.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    IT engagement as a blessing and a curse? Examining its antecedents and outcomes in organizations

    Pirkkalainen, H., Salo, M. & Makkonen, M., 1 Aug 2020, In : International Journal of Information Management. 53, 102130.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    Optimizing service offerings using asymmetric impact-sentiment-performance analysis

    Hu, F., Li, H., Liu, Y. & Teichert, T., Aug 2020, In : International Journal of Hospitality Management. 89, 102557.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Energy Efficient Low Latency Multi-issue Cores for Intelligent Always-On IoT Applications

    Multanen, J., Kultala, H., Tervo, K. & Jääskeläinen, P., 26 Jul 2020, In : Journal of Signal Processing Systems. 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    On the zeros of the partial Hosoya polynomial of graphs

    Ghorbani, M., Dehmer, M., Cao, S., Feng, L., Tao, J. & Emmert-Streib, F., 1 Jul 2020, In : Information Sciences. 524, p. 199-215 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Systematic Evaluation of the Quality Benefits of Spatiotemporal Sample Reprojection in Real-Time Stereoscopic Path Tracing

    Mäkitalo, M., Kivi, P. & Jääskeläinen, P., Jul 2020, In : IEEE Access. 8, p. 133514-133526 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  19. E-pub ahead of print

    Human experts vs. machines in taxa recognition

    Ärje, J., Raitoharju, J., Iosifidis, A., Tirronen, V., Meissner, K., Gabbouj, M., Kiranyaz, S. & Kärkkäinen, S., 11 Jun 2020, In : Signal Processing: Image Communication.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data

    Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 9 Jun 2020, In : Pattern Recognition Letters. 136, p. 183-189

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Lensless hyperspectral phase imaging in a self-reference setup based on Fourier transform spectroscopy and noise suppression

    Shevkunov, I., Katkovnik, V. & Egiazarian, K., Jun 2020, In : Optics Express. 28, 12, p. 17944-17956 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Real-time Phonocardiogram Anomaly Detection by Adaptive 1D Convolu‐ tional Neural Networks

    Kiranyaz, S., Zabihi, M., Rad, A. B., Ince, T., Hamila, R. & Gabbouj, M., 19 May 2020, In : Neurocomputing. p. 291-301 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Simulation of the Effects of Extracellular Calcium Changes Leads to a Novel Computational Model of Human Ventricular Action Potential With a Revised Calcium Handling

    Bartolucci, C., Passini, E., Hyttinen, J., Paci, M. & Severi, S., 15 Apr 2020, In : Frontiers in Physiology. 11, 20 p., 314.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    Comprehending customer satisfaction with hotels: Data analysis of consumer-generated reviews

    Li, H., Liu, Y., Tan, C. W. & Hu, F., 13 Apr 2020, In : International Journal of Contemporary Hospitality Management. 32, 5, p. 1713-1735 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Hyperspectral phase imaging based on denoising in complex-valued eigensubspace

    Shevkunov, I., Katkovnik, V., Claus, D., Pedrini, G., Petrov, N. V. & Egiazarian, K., 1 Apr 2020, In : Optics and Lasers in Engineering. 127, 10 p., 105973.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    Gaussian mixture models for signal mapping and positioning

    Raitoharju, M., García-Fernández, F., Hostettler, R., Piché, R. & Särkkä, S., 1 Mar 2020, In : Signal Processing. 168, 107330.

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Does gamification affect brand engagement and equity? A study in online brand communities

    Xi, N. & Hamari, J., 1 Mar 2020, In : Journal of Business Research. 109, p. 449-460 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Disentangling the factors driving electronic word-of-mouth use through a configurational approach

    Wang, P., Li, H. & Liu, Y., 23 Feb 2020, In : INTERNET RESEARCH. 30, 3, p. 925-943 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Single exposure lensless subpixel phase imaging: Optical system design, modelling, and experimental study

    Kocsis, P., Shevkunov, I., Katkovnik, V. & Egiazarian, K., 17 Feb 2020, In : Optics Express. 28, 4, p. 4625-4637 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    A Mixed Methods Probe into the Direct Disclosure of Software Vulnerabilities

    Ruohonen, J., Hyrynsalmi, S. & Leppänen, V., Feb 2020, In : Computers in Human Behavior. 103, p. 161-173

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Automatic Posture and Movement Tracking of Infants with Wearable Movement Sensors

    Airaksinen, M., Räsänen, O., Ilén, E., Häyrinen, T., Kivi, A., Marchi, V., Gallen, A., Blom, S., Varhe, A., Kaartinen, N., Haataja, L. & Vanhatalo, S., 13 Jan 2020, In : Scientific Reports. 10, 1, 13 p., 169.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    A General Framework for Depth Compression and Multi-Sensor Fusion in Asymmetric View-Plus-Depth 3D Representation

    Georgiev, M., Belyaev, E. & Gotchev, A., 1 Jan 2020, In : IEEE Access. 8, p. 97516-97528 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Avatar capital: The relationships between player orientation and their avatar's social, symbolic, economic and cultural capital

    Korkeila, H. & Hamari, J., 2020, In : Computers in Human Behavior. 102, p. 14-21 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. 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

  35. 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

  36. Published

    Anthropometric clothing measurements from 3D body scans

    Yan, S., Wirta, J. & Kämäräinen, J-K., 2020, In : Machine Vision and Applications. 31, 1-2, 11 p., 7.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    A Time-Domain Multigrid Solver With Higher-Order Born Approximation for Full-Wave Radar Tomography of a Complex-Shaped Target

    Sorsa, L-I., Takala, M., Eyraud, C. & Pursiainen, S., 2020, In : IEEE Transactions on Computational Imaging. 6, p. 579-590 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. 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

  39. Published

    Combining deep learning with token selection for patient phenotyping from electronic health records

    Yang, Z., Dehmer, M., Yli-Harja, O. & Emmert-Streib, F., 2020, In : Scientific Reports. 10, 1, 18 p., 1432.

    Research output: Contribution to journalArticleScientificpeer-review

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. Published

    The digital patient journey solution for patients undergoing elective hip and knee arthroplasty: Protocol for a pragmatic randomized controlled trial

    Jansson, M., Vuorinen, A. L., Harjumaa, M., Similä, H., Koivisto, J., Puhto, A-P., Vesty, G. & Pikkarainen, M., 2020, In : Journal of Advanced Nursing. 76, 6, p. 1436-1448 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  47. 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

  48. E-pub ahead of print

    Correlates of social media fatigue and academic performance decrement: A large cross-sectional study

    Malik, A., Dhir, A., Kaur, P. & Johri, A., 2020, In : INFORMATION TECHNOLOGY AND PEOPLE. 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  49. 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

  50. 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

  51. 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

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