Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2020
  2. 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

  3. Published

    Tailored gamification: A review of literature

    Klock, A. C. T., Gasparini, I., Pimenta, M. S. & Hamari, J., 1 Dec 2020, In : International Journal of Human Computer Studies. 144, 102495.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  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

    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

  14. Published

    Named Entity Recognition and Relation Detection for Biomedical Information Extraction

    Perera, N., Dehmer, M. & Emmert-Streib, F., 28 Aug 2020, In : Frontiers in cell and developmental biology. 8, 26 p., 673.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  15. 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

  16. 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

  17. 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

  18. 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

  19. Published

    Linear Model Predictive Control for Time Delay Systems

    Humaloja, J. P. & Dubljevic, S., 1 Jul 2020, 2020 American Control Conference, ACC 2020. IEEE, p. 2401-2406 6 p. (Proceedings of the American Control Conference; vol. 2020-July).

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

  20. 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

  21. 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

  22. Published

    Virtual Reality Tourism: a Journey Across Time and Space

    Chen, J., Xi, N. & Xue, Z., Jul 2020, Meaning–Making in Extended Reality: Senso e Virtualità. Biggio, F., Santos, V. D. & Giuliana, G. T. (eds.). ARACNE EDITRICE, p. 253-280

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

  23. Published

    Densely Sampled Light Field Reconstruction

    Vagharshakyan, S., 26 Jun 2020, Tampere University. (Tampere University Dissertations; vol. 273)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  24. Published

    Enabling factors of social virtual reality diffusion in organizations

    Jalo, H., Pirkkalainen, H., Torro, O., Lounakoski, M. & Puhto, J., 15 Jun 2020, Proceedings of the 28th European Conference on Information Systems (ECIS): An Online AIS Conference, June 15-17, 2020. Association for Information Systems, p. 1-15 15 p. 7

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

  25. Published

    Audio Source Positioning Based on Angle of Arrival Measurements Using Particle Filter

    Lager, M., Ali-Löytty, S. & Piche, R., 12 Jun 2020, 2020 International Conference on Localization and GNSS (ICL-GNSS). Tampere, p. 1-6 6 p. (International Conference on Localization and GNSS (ICL-GNSS)).

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

  26. Published

    Light Field Compression Using Disparity-Based 4D Predictive Coding

    Astola, P., 12 Jun 2020, Tampere University. (Tampere University Dissertations; vol. 262)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  27. 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

  28. Published

    Comparison of hevc-based omaf-compliant 6k effective packings for viewport-dependent 360-degree video streaming

    Homayouni, M., Zare, A., Aminlou, A., Hannuksela, M. M. & Gabbouj, M., 10 Jun 2020, Proceedings of the 2020 Packet Video Workshop, PV 2020 - Part of MMSys 2020. ACM, p. 15-20 6 p. (Proceedings of the 2020 Packet Video Workshop, PV 2020 - Part of MMSys 2020).

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

  29. 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

  30. 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

  31. Published

    Software hardware combination for data gathering

    Saari, M., Rantanen, P. & Hyrynsalmi, S., Jun 2020, Proceedings of 2020 IEEE 10th International Conference on Intelligent Systems. IEEE

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

  32. Published

    Kvazaar 2.0: Fast and efficient open-source HEVC inter encoder

    Lemmetti, A., Viitanen, M., Mercat, A. & Vanne, J., 27 May 2020, MMSys 2020 - Proceedings of the 2020 Multimedia Systems Conference. ACM, p. 237-242 6 p.

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

  33. 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

  34. Published

    Foveated Path Tracing with Fast Reconstruction and Efficient Sample Distribution

    Koskela, M., 14 May 2020, Tampere University. (Tampere University Dissertations; vol. 233)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  35. Published

    Frequency-Dependent Directional Feedback Delay Network

    Alary, B. & Politis, A., 4 May 2020, 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE

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

  36. Published

    Adaptive Normalization for Forecasting Limit Order Book Data Using Convolutional Neural Networks

    Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 1 May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. IEEE, p. 1713-1717 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

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

  37. 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

  38. 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

  39. 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

  40. Published

    SeCon-NG: Implementing a lightweight cryptographic library based on ECDH and ECDSA for the development of secure and privacy-preserving protocols in contiki-NG

    Frimpong, E. & Michalas, A., 30 Mar 2020, 35th Annual ACM Symposium on Applied Computing, SAC 2020. ACM, p. 767-769 3 p.

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

  41. Published

    The impact of a delayed software project on product launch coordination: a case study

    Rahikkala, J., Hyrynsalmi, S., Seppänen, M. & Leppänen, V., 9 Mar 2020, 2016 International Conference on Engineering, Technology and Innovation/IEEE International Technology Management Conference (ICE/ITMC) : 13-14 June 2016, Trondheim, Norway.. IEEE

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

  42. Published

    Sound Event Localization, Detection, and Tracking by Deep Neural Networks

    Adavanne, S., 4 Mar 2020, Tampere University. (Tampere University Dissertations; vol. 219)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  43. 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

  44. 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

  45. Published

    ICface: Interpretable and controllable face reenactment using GANs

    Tripathy, S., Kannala, J. & Rahtu, E., 1 Mar 2020, 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. IEEE, p. 3374-3383 10 p. (IEEE Winter Conference on Applications of Computer Vision).

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

  46. Published

    Multifrequency Polsar Image Classification Using Dual-Band 1D Convolutional Neural Networks

    Ahishali, M., Kiranyaz, S., Ince, T. & Gabbouj, M., 1 Mar 2020, 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium, M2GARSS 2020 - Proceedings. IEEE, p. 73-76 4 p.

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

  47. Published

    Serverless: What it Is, What to Do and What Not to Do

    Nupponen, J. & Taibi, D., 1 Mar 2020, 2020 IEEE International Conference on Software Architecture Companion, ICSA-C 2020. IEEE, p. 49-50 2 p.

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

  48. Published

    Towards Asteroid Tomography: Modellings and Measurements Using an Analogue Model

    Eyraud, C., Sorsa, L. I., Herique, A., Geffrin, J. M., Pursiainen, S. & Kofman, W., 1 Mar 2020, 14th European Conference on Antennas and Propagation, EuCAP 2020. IEEE, 4 p. (14th European Conference on Antennas and Propagation, EuCAP 2020).

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

  49. Published

    Facilitating organisational fluidity with computational social matching

    Huhtamäki, J., Olsson, T. & Laaksonen, S-M., Mar 2020, Society as an interaction space: a systemic approach. Lehtimäki, H., Uusikylä, P. & Smedlund, A. (eds.). Springer Singapore, p. 229-245 17 p. (Translational systems sciences).

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

  50. Accepted/In press

    Towards the utilization of cost-effective off-the-shelf devices for achieving energy savings in existing buildings

    Rantanen, P. & Saari, M., 26 Feb 2020, (Accepted/In press) Proceedings of 2020 IEEE 10th International Conference on Intelligent Systems. IEEE

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

  51. 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

  52. 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

  53. Published

    Deep audio-visual saliency: Baseline model and data

    Tavakoli, H. R., Borji, A., Kannala, J. & Rahtu, E., 6 Feb 2020, Proceedings ETRA 2020 Short Papers - ACM Symposium on Eye Tracking Research and Applications, ETRA 2020. Spencer, S. N. (ed.). ACM, 3

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

  54. Published

    Are SonarQube Rules Inducing Bugs?

    Lenarduzzi, V., Lomio, F., Huttunen, H. & Taibi, D., 1 Feb 2020, SANER 2020 - Proceedings of the 2020 IEEE 27th International Conference on Software Analysis, Evolution, and Reengineering. Kontogiannis, K., Khomh, F., Chatzigeorgiou, A., Fokaefs, M-E. & Zhou, M. (eds.). IEEE, p. 501-511 11 p.

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

  55. 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

  56. Published

    Machine Learning Is the Solution Also for Foveated Path Tracing Reconstruction

    Lotvonen, A., Koskela, M. & Jääskeläinen, P., Feb 2020, Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 1: GRAPP. SCITEPRESS, p. 361-367

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

  57. Published

    Color game: A collaborative social robotic game for icebreaking; Towards the design of robotic ambiences as part of smart building services

    Beheshtian, N., Kaipainen, K., Kähkönen, K. & Ahtinen, A., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 10-19 10 p.

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

  58. Published

    Demographic differences in accumulated types of capital in massively multiplayer online role-playing games

    Korkeila, H., Koivisto, J. & Hamari, J., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 74-82 9 p.

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

  59. Published

    Innovation challenges as a novel multidisciplinary learning platform

    Jokiniemi, S., Myllärniemi, J., Poranen, T. & Vuorenmaa, M., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 145-148 4 p.

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

  60. Published

    Satisfaction and willingness to consume immersive journalism: Experiment of differences between VR, 360 video, and article

    Bujic, M. & Hamari, J., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 120-125 6 p.

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

  61. Published

    Social human-robot interaction in the wild: A workshop proposal for academic mindtrek 2020

    Niemelä, M., Ahtinen, A. & Turunen, M., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 168-169 2 p.

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

  62. Published

    "The superhero of the university": Experience-driven design and field study of the university guidance robot

    Chowdhury, A., Ahtinen, A. & Kaipainen, K., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 1-9 9 p.

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

  63. Published

    Directions for professional social matching systems

    Olsson, T., Huhtamäki, J. & Kärkkäinen, H., 22 Jan 2020, In : Communications of the ACM. 63, 2, p. 60-69 10 p.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  64. 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

  65. 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

  66. Published

    CivicBots: Chatbots for Supporting Youth in Societal Participation

    Väänänen, K., Hiltunen, A., Varsaluoma, J. & Pietilä, I., Jan 2020, Chatbot Research and Design: Third International Workshop, CONVERSATIONS 2019. Springer, Cham, p. 143-157 15 p. (Lecture notes in computer science; vol. 11970).

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

  67. Published

    Accelerated simulation of a neuronal population via mathematical model order reduction

    Lehtimäki, M., Seppälä, I., Paunonen, L. & Linne, M-L., 2020, 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS). IEEE, p. 118-122 5 p.

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

  68. Published

    A Data Driven Approach to Decision Support in Farming

    Narra Girish, N., Nevavuori, P., Linna, P. & Lipping, T., 2020, Information Modelling and Knowledge Bases XXXI. p. 175-185 11 p. (Frontiers in artificial intelligence and applications; vol. 321).

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

  69. Published

    A Decomposition and Metric-Based Evaluation Framework for Microservices

    Taibi, D. & Systä, K., 2020, Cloud Computing and Services Science - 9th International Conference, CLOSER 2019, Revised Selected Papers. Ferguson, D., Méndez Muñoz, V., Pahl, C. & Helfert, M. (eds.). Springer, p. 133-149 17 p. (Communications in Computer and Information Science; vol. 1218).

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

  70. Published

    Adoption of requirements engineering methods in game development: A literature and postmortem analysis

    Lehtonen, M., Lu, C., Nummenmaa, T. & Peltonen, J., 2020, Interactivity, Game Creation, Design, Learning, and Innovation: 8th EAI International Conference, ArtsIT 2019, and 4th EAI International Conference, DLI 2019, Proceedings. Brooks, A. & Brooks, E. I. (eds.). Springer, p. 436-457 22 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 328 LNICST).

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

  71. Published

    ALICE: An open-source tool for automatic measurement of phoneme, syllable, and word counts from child-centered daylong recordings

    Räsänen, O., Seshadri, S., Lavechin, M., Cristia, A. & Casillas, M., 2020, In : BEHAVIOR RESEARCH METHODS. 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  72. 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

  73. Published

    A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications

    Avci, O., Abdeljaber, O., Kiranyaz, S., Hussein, M., Gabbouj, M. & Inman, D. J., 2020, In : Mechanical Systems and Signal Processing. 147, 45 p., 107077.

    Research output: Contribution to journalArticleScientificpeer-review

  74. Published

    A thorough evaluation of the Language Environment Analysis (LENA) system

    Cristia, A., Lavechin, M., Scaff, C., Soderstrom, M., Rowland, C., Räsänen, O., Bunce, J. & Bergelson, E., 2020, In : BEHAVIOR RESEARCH METHODS. 20 p.

    Research output: Contribution to journalArticleScientificpeer-review

  75. 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

  76. Published

    Automatic image-based identification and biomass estimation of invertebrates

    Ärje, J., Melvad, C., Rosenhøj Jeppesen, M., Madsen, S. A., Raitoharju, J., Strandgård Rasmussen, M., Iosifidis, A., Meissner, K., Tirronen, V., Gabbouj, M. & Høye, T. T., 2020, In : Methods in Ecology and Evolution. 11, 8, p. 922-931 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  77. 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

  78. Published

    Bag of Color Features For Color Constancy

    Laakom, F., Passalis, N., Raitoharju, J., Nikkanen, J., Tefas, A., Iosifidis, A. & Gabbouj, M., 2020, In : IEEE Transactions on Image Processing. 29, p. 7722 - 7734 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  79. Published

    Charlie and the CryptoFactory: Towards Secure and Trusted Manufacturing Environments

    Michalas, A. & Kiss, T., 2020, 20th IEEE Mediterranean Electrotechnical Conference, MELECON 2020: Proceedings. IEEE, p. 141-146 6 p. (IEEE Mediterranean Electrotechnical Conference).

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

  80. Published

    Clotho: an Audio Captioning Dataset

    Drossos, K., Lipping, S. & Virtanen, T., 2020, IEEE 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP). IEEE, p. 736-740 5 p. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

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

  81. 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

  82. Published

    Complex-domain sparse imaging in terahertz pulse time-domain holography with balance detection

    Kulya, M. S., Katkovnik, V., Egiazarian, K. & Petrov, N. V., 2020, Terahertz, RF, Millimeter, and Submillimeter-Wave Technology and Applications XIII. Sadwick, L. P. & Yang, T. (eds.). SPIE, 1127921. (Proceedings of SPIE; vol. 11279).

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

  83. Published

    Compressive sensed video recovery via iterative thresholding with random transforms

    Belyaev, E., Codreanu, M., Juntti, M. & Egiazarian, K., 2020, In : IET Image Processing. 14, 6, p. 1187-1200 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  84. 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

  85. 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

  86. 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

  87. 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

  88. 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

  89. 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

  90. 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

  91. Published

    Detection of the heterogeneities in the images using maximum bimagnitude estimation

    Naumenko, V. V., Totsky, A. V. & Egiazarian, K. O., 2020, In : Telecommunications and Radio Engineering (English translation of Elektrosvyaz and Radiotekhnika). 79, 12, p. 1017-1027 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  92. 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

  93. 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

  94. 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

  95. 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

  96. 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

  97. 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

  98. 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

  99. 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

  100. 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

  101. 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

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