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  1. 2020
  2. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  3. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  4. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  5. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  6. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  7. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  8. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  9. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  10. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  11. 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 proceeding › Conference contribution › Scientific

    Full text: ExLibris SFX link
  12. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  13. 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 journal › Review Article › Scientific › peer-review

    Full text: ExLibris SFX link
  14. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  15. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  16. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  17. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  18. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  19. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  20. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  21. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  22. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  23. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  24. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  25. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  26. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  27. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  28. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  29. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  30. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  31. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  32. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  33. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  34. 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 journal › Review Article › Scientific › peer-review

    Full text: ExLibris SFX link
  35. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  36. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  37. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  38. 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 proceeding › Chapter › Scientific › peer-review

    Full text: ExLibris SFX link
  39. 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 proceeding › Chapter › Scientific › peer-review

    Full text: ExLibris SFX link
  40. 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 proceeding › Chapter › Scientific › peer-review

    Full text: ExLibris SFX link
  41. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  42. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  43. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  44. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  45. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  46. 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 journal › Review Article › Scientific › peer-review

    Full text: ExLibris SFX link
  47. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  48. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  49. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  50. 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 proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  51. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
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