Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2020
  2. 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

  3. 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

  4. 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

  5. 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

  6. 2019
  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. Accepted/In press

    Accelerated simulation of a neuronal population via mathematical model order reduction

    Lehtimäki, M., Seppälä, I., Paunonen, L. & Linne, M-L., 10 Dec 2019, (Accepted/In press) Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems. IEEE Xplore

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

  14. 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

  15. 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

  16. 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

  17. 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

  18. E-pub ahead of print

    Hyperspectral phase imaging based on denoising in complex-valued eigensubspace

    Shevkunov, I., Katkovnik, V., Claus, D., Pedrini, G., Petrov, N. V. & Egiazarian, K., 6 Dec 2019, In : Optics and Lasers in Engineering. 127, 10 p., 105973.

    Research output: Contribution to journalArticleScientificpeer-review

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. Published

    Terahertz pulse time-domain holography with balance detection: Complex-domain sparse imaging

    Kulya, M., Petrov, N. V., Katkovnik, V. & Egiazarian, K., 1 Dec 2019, In : Applied Optics. 58, 34, p. G61-G70

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Understanding decision-making in recruitment: Opportunities and challenges for information technology

    Koivunen, S., Olsson, T., Olshannikova, E. & Lindberg, A., 1 Dec 2019, In : Proceedings of the ACM on Human-Computer Interaction. 3, GROUP, 22 p., 242.

    Research output: Contribution to journalArticleScientificpeer-review

  30. E-pub ahead of print

    On Graph Entropy Measures Based on the Number of Independent Sets and Matchings

    Wan, P., Chen, X., Tu, J., Dehmer, M., Zhang, S. & Emmert-Streib, F., 26 Nov 2019, In : Information Sciences.

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Promoting local culture and enriching airport experiences through interactive storytelling

    Burova, A., Kelling, C., Keskinen, T., Hakulinen, J., Kallioniemi, P., Väätäjä, H. & Turunen, M., 26 Nov 2019, MUM 2019 - 18th International Conference on Mobile and Ubiquitous Multimedia, Proceedings. Jacucci, G., Paterno, F., Rohs, M. & Santoro, C. (eds.). Association for Computing Machinery, 7 p. 3365640. (ACM International Conference Proceeding Series).

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

  32. Published

    Spectral object recognition in hyperspectral holography with complex-domain denoising

    Shevkunov, I., Katkovnik, V., Claus, D., Pedrini, G., Petrov, N. V. & Egiazarian, K., 26 Nov 2019, In : Sensors (Switzerland). 19, 23, 10 p., 5188.

    Research output: Contribution to journalArticleScientificpeer-review

  33. E-pub ahead of print

    "Why pay premium in freemium services?" A study on perceived value, continued use and purchase intentions in free-to-play games

    Hamari, J., Hanner, N. & Koivisto, J., 26 Nov 2019, In : International Journal of Information Management.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Applications of Spatially Localized Active-Intensity Vectors for Sound-Field visualization

    McCormack, L., Delikaris-Manias, S., Politis, A., Pavlidi, D., Farina, A., Pinardi, D. & Pulkki, V., 22 Nov 2019, In : Journal of the Audio Engineering Society. 67, 11, p. 840-854

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    OIDC-Net: Omnidirectional Image Distortion Correction via Coarse-to-fine Region Attention

    Liao, K., Lin, C., Zhao, Y., Gabbouj, M. & Zheng, Y., 22 Nov 2019, In : IEEE Journal of Selected Topics in Signal Processing.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    Software Business: 10th International Conference, ICSOB 2019, Jyväskylä, Finland, November 18–20, 2019, Proceedings

    Hyrynsalmi, S., Suoranta, M., Nguyen-Duc, A., Tyrväinen, P. & Abrahamsson, P., 18 Nov 2019, Springer, Cham. 444 p. (Lecture Notes in Business Information Processing; no. 370)

    Research output: Book/ReportAnthologyScientificpeer-review

  37. Published

    A Note on Graphs with Prescribed Orbit Structure

    Mowshowitz, A., Dehmer, M. & Emmert-Streib, F., 15 Nov 2019, In : Entropy. 21, 11

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    Measuring the complexity of directed graphs: A polynomial-based approach

    Dehmer, M., Chen, Z., Emmert-Streib, F., Tripathi, S., Mowshowitz, A., Levitchi, A., Feng, L., Shi, Y. & Tao, J., 14 Nov 2019, In : PLoS ONE. 14, 11, p. e0223745

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Model order reduction of multiscale models in neuroscience

    Seppälä, I., Lehtimäki, M., Paunonen, L. & Linne, M-L., 14 Nov 2019.

    Research output: Other conference contributionPaper, poster or abstractScientific

  40. Published

    Information Theoretic Modeling of High Precision Disparity Data for Lossy Compression and Object Segmentation

    Tabus, I. & Kaya, E. C., 13 Nov 2019, In : Entropy. 21, 11, 21 p., 1113.

    Research output: Contribution to journalArticleScientificpeer-review

  41. E-pub ahead of print

    Programming languages for data-Intensive HPC applications: A systematic mapping study

    Amaral, V., Norberto, B., Goulão, M., Aldinucci, M., Benkner, S., Bracciali, A., Carreira, P., Celms, E., Correia, L., Grelck, C., Karatza, H., Kessler, C., Kilpatrick, P., Martiniano, H., Mavridis, I., Pllana, S., Respício, A., Simão, J., Veiga, L. & Visa, A., 8 Nov 2019, In : Parallel Computing. 91, 17 p., 102584.

    Research output: Contribution to journalArticleScientificpeer-review

  42. E-pub ahead of print

    The great game of business: Advancing knowledge on gamification in business contexts

    Wünderlich, N. V., Gustafsson, A., Hamari, J., Parvinen, P. & Haff, A., 6 Nov 2019, In : Journal of Business Research. 106, p. 273-276 4 p.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Managing Value Creation in Temporary Organizations

    Vuorinen, L., 5 Nov 2019, Tampere University. 86 p. (Tampere University Dissertations; vol. 155)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  44. Published

    Action-Oriented Programming Model: Collective Executions and Interactions in the Fog

    Mäkitalo, N., Aaltonen, T., Raatikainen, M., Ometov, A., Andreev, S., Koucheryavy, Y. & Mikkonen, T., 1 Nov 2019, In : Journal of Systems and Software. 157, 110391.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    Feasibility of FPGA accelerated IPsec on cloud

    Vajaranta, M., Oinonen, A., Hämäläinen, T. D., Viitamäki, V., Markunmäki, J. & Kulmala, A., 1 Nov 2019, In : Microprocessors and Microsystems. 71, 102861.

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    Investor Networks and Information Transfer in Stock Markets

    Baltakys, K., 1 Nov 2019, Tampere University. 84 p. (Tampere University Dissertations; vol. 142)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  47. Published

    Motivating scholars’ responses in academic social networking sites: An empirical study on ResearchGate Q&A behavior

    Deng, S., Tong, J., Lin, Y., Li, H. & Liu, Y., 1 Nov 2019, In : INFORMATION PROCESSING AND MANAGEMENT. 56, 6, 102082.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Published

    Non-destructive tree volume estimation through quantitative structure modelling: Comparing UAV laser scanning with terrestrial LIDAR

    Brede, B., Calders, K., Lau, A., Raumonen, P., Bartholomeus, H. M., Herold, M. & Kooistra, L., 1 Nov 2019, In : Remote Sensing of Environment. 233, 111355.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Real-Time Fault Detection and Identification for MMC Using 1-D Convolutional Neural Networks

    Kiranyaz, S., Gastli, A., Ben-Brahim, L., Al-Emadi, N. & Gabbouj, M., 1 Nov 2019, In : IEEE Transactions on Industrial Electronics. 66, 11, p. 8760-8771 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    AR-based interaction for human-robot collaborative manufacturing

    Hietanen, A., Pieters, R. S., Lanz, M., Latokartano, J. & Kämäräinen, J., Nov 2019, In : Robotics and Computer-Integrated Manufacturing. 63, 2020, 101891.

    Research output: Contribution to journalArticleScientificpeer-review

  51. E-pub ahead of print

    Progressive Operational Perceptrons with Memory

    Tran, D. T., Kiranyaz, S., Gabbouj, M. & Iosifidis, A., 31 Oct 2019, In : Neurocomputing.

    Research output: Contribution to journalArticleScientificpeer-review

  52. Published

    Mid-Price Movement Prediction in Limit Order Books Using Feature Engineering and Machine Learning

    Ntakaris, A., 25 Oct 2019, Tampere University. 80 p. (Tampere University Dissertations; vol. 146)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  53. Published

    Use of Modified BM3D Filter and CNN Classifier for SAR Data to Improve Crop Classification Accuracy

    Lavreniuk, M., Shelestov, A., Kussul, N., Rubel, O., Lukin, V. & Egiazarian, K., 24 Oct 2019, 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON). IEEE, 6 p.

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

  54. Published

    A Review of Ethical Discussions on Platforms and Ecosystms

    Hyrynsalmi, S., Koskinen, J. & Hyrynsalmi, S. M., 23 Oct 2019, Proceedings of the Third Seminar of Techonology Ethics 2019. Koskinen, J. & Rantanen, M. M. (eds.). CEUR-WS, p. 9-19 (CEUR Workshop Proceedings; vol. 2505).

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

  55. Published

    Unsupervised Adversarial Domain Adaptation Based On The Wasserstein Distance For Acoustic Scene Classification

    Drossos, K., Magron, P. & Virtanen, T., 22 Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

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

  56. Published

    Depth Resolution of 3D Imaging Techniques for Target Detection in Mobile Work Machines

    Suominen, O. J., Goncalves Ribeiro, L. & Gotchev, A., 17 Oct 2019, 2019 11th International Symposium on Image and Signal Processing and Analysis (ISPA). IEEE, p. 295-300 6 p. (International Symposium on Image and Signal Processing and Analysis).

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

  57. Published

    On the Relationship Between Coupling and Refactoring: An Empirical Viewpoint

    Counsell, S., Arzoky, M., Destefanis, G. & Taibi, D., 17 Oct 2019, 2019 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM). IEEE, 6 p. (International Symposium on Empirical Software Engineering and Measurement).

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

  58. Published

    How players across gender and age experience Pokemon Go?

    Malik, A., Hiekkanen, K., Hussain, Z., Hamari, J. & Johri, A., 16 Oct 2019, In : Universal Access in the Information Society. 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  59. E-pub ahead of print

    Gaussian mixture models for signal mapping and positioning

    Raitoharju, M., García-Fernández, F., Hostettler, R., Piché, R. & Särkkä, S., 10 Oct 2019, In : Signal Processing. 168, 107330.

    Research output: Contribution to journalArticleScientificpeer-review

  60. Published

    Morphological Area Gradient: System-independent Dense Tissue Segmentation in Mammography Images

    Torres, G. F., Sassi, A., Arponen, O., Holli-Helenius, K., Lääperi, A-L., Rinta-Kiikka, I., Kämäräinen, J. & Pertuz, S., 7 Oct 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 4855-4858 4 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)).

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

  61. Published

    On Computational Complexity Reduction Methods for Kalman Filter Extensions

    Raitoharju, M. & Piche, R., 7 Oct 2019, In : IEEE Aerospace and Electronic Systems Magazine. 34, 10, p. 2-19 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  62. Published

    Hardware Deceleration of Kvazaar HEVC Encoder

    Sainio, J., Mercat, A. & Vanne, J., 4 Oct 2019, Embedded Computer Systems: Architectures, Modeling, and Simulation - 19th International Conference, SAMOS 2019, Proceedings. Springer, p. 311-324 14 p. (Lecture Notes in Computer Science; vol. 11733).

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

  63. Published

    Batch Binary Weierstrass

    Brumley, B. B., Hassan, S. U., Shaindlin, A., Tuveri, N. & Vuojärvi, K., 2 Oct 2019, Progress in Cryptology - LATINCRYPT 2019 - 6th International Conference on Cryptology and Information Security in Latin America, Santiago de Chile, Chile, October 2-4, 2019, Proceedings. Schwabe, P. & Thériault, N. (eds.). Springer Verlag, p. 364-384 21 p. (Lecture Notes in Computer Science; vol. 11774).

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

  64. Published

    An icon that everyone wants to click: How perceived aesthetic qualities predict app icon successfulness

    Jylhä, H. & Hamari, J., 1 Oct 2019, In : International Journal of Human Computer Studies. 130, p. 73-85 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  65. Published

    A Semantic Workbench for Editing, Querying, Navigating and Distributing Ontologies for Cognitive Manufacturing

    Ferrer, B. R., Mohammed, W. M., Martinez Lastra, J. L. & Strzelczak, S., 1 Oct 2019, IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society. IEEE, p. 2767-2772 6 p. (Annual Conference of the IEEE Industrial Electronics Society).

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

  66. Published

    Automatic word count estimation from daylong child-centered recordings in various language environments using language-independent syllabification of speech

    Räsänen, O., Seshadri, S., Karadayi, J., Riebling, E., Bunce, J., Cristia, A., Metze, F., Casillas, M., Rosemberg, C., Bergelson, E. & Soderstrom, M., 1 Oct 2019, In : Speech Communication. 113, p. 63-80 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  67. Published

    Blind Prediction of Original Image Quality for Sentinel Sar Data

    Rubel, O., Rubel, A., Lukin, V., Carli, M. & Egiazarian, K., 1 Oct 2019, 2019 8th European Workshop on Visual Information Processing (EUVIP). IEEE, p. 105-110 6 p. (European Workshop on Visual Information Processing).

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

  68. Published

    DevOps in practice: A multiple case study of five companies

    Lwakatare, L. E., Kilamo, T., Karvonen, T., Sauvola, T., Heikkilä, V., Itkonen, J., Kuvaja, P., Mikkonen, T., Oivo, M. & Lassenius, C., 1 Oct 2019, In : Information and Software Technology. 114, p. 217-230 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  69. Published

    DroneRF dataset: A dataset of drones for RF-based detection, classification and identification

    Allahham, MHD. S., Al-Sa'd, M. F., Al-Ali, A., Mohamed, A., Khattab, T. & Erbad, A., 1 Oct 2019, In : Data in Brief. 26, 104313.

    Research output: Contribution to journalArticleScientificpeer-review

  70. E-pub ahead of print

    Industrial internet platform provider and end-user perceptions of platform openness impacts

    Menon, K., Kärkkäinen, H. & Wuest, T., 1 Oct 2019, In : INDUSTRY AND INNOVATION.

    Research output: Contribution to journalArticleScientificpeer-review

  71. Published

    Vehicle type detection and passenger satisfaction analysis using smartphone sensors and digital surveys

    Perttula, A., Nguyen, N., Collin, J. & Jokinen, J-P., 1 Oct 2019, In : IET Intelligent Transport Systems. 13, 10, p. 1499-1506 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  72. Published

    Acoustic Scene Classification Using Higher-Order Ambisonic Features

    Green, M. C., Adavanne, S., Murphy, D. & Virtanen, T., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, p. 328-332 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

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

  73. Published

    Adaptive Block Matching Based Quantization for Lossy Image Compression

    Ponomarenko, M. & Egiazarian, K., Oct 2019, 2019 8th European Workshop on Visual Information Processing (EUVIP). IEEE, p. 4-9 6 p. (European Workshop on Visual Information Processing).

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

  74. Published

    A Multi-room Reverberant Dataset for Sound Event Localization and Detection

    Adavanne, S., Politis, A. & Virtanen, T., Oct 2019, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019). p. 10-14

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

  75. Published

    City Classification from Multiple Real-World Sound Scenes

    Bear, H. L., Heittola, T., Mesaros, A., Benetos, E. & Virtanen, T., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, p. 11-15 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

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

  76. Published

    Deep Convolutional Autoencoder for Estimation of Nonstationary Noise in Images

    Ghanbaralizadeh Bahnemiri, S., Ponomarenko, M. & Egiazarian, K., Oct 2019, 2019 8th European Workshop on Visual Information Processing (EUVIP). IEEE, p. 238-243 6 p. (European Workshop on Visual Information Processing).

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

  77. Published

    Dynamic Resource Allocation for HEVC Encoding in FPGA-Accelerated SDN Cloud

    Sjövall, P., Oinonen, A., Teuho, M., Vanne, J. & Hämäläinen, T. D., Oct 2019, 2019 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC). IEEE

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

  78. Published

    High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and Evaluation

    Taipalmaa, J., Passalis, N., Zhang, H., Gabbouj, M. & Raitoharju, J., Oct 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 6 p. (IEEE International Workshop on Machine Learning for Signal Processing).

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

  79. Published

    Joint Measurement of Localization and Detection of Sound Events

    Mesaros, A., Adavanne, S., Politis, A., Heittola, T. & Virtanen, T., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, p. 333-337 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

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

  80. Published

    Less Is More: Deep Learning Using Subjective Annotations For Sentiment Analysis From Social Media

    Tzogka, C., Passalis, N., Iosifidis, A., Gabbouj, M. & Tefas, A., Oct 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 6 p. (IEEE International Workshop on Machine Learning for Signal Processing).

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

  81. Published

    Micro-parenchymal patterns for breast cancer risk assessment

    Pertuz, S., Sassi, A., Karivaara-Makela, M., Holli-Helenius, K., Laaperi, A-L., Rinta-Kiikka, I., Arponen, O. & Kämäräinen, J-K., Oct 2019, In : Biomedical Physics & Engineering Express. 5, 6, 11 p., 065008.

    Research output: Contribution to journalArticleScientificpeer-review

  82. Published

    Semantic segmentation with inexpensive simulated data

    Peltomäki, J., Chen, M. & Huttunen, H., Oct 2019, 2019 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC). IEEE, 6 p.

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

  83. Published

    Shearlet-Based Light Field Reconstruction of Scenes with Non-Lambertian Properties

    Moreschini, S., Bregovic, R. & Gotchev, A., Oct 2019, 2019 8th European Workshop on Visual Information Processing (EUVIP). IEEE, p. 140-145 6 p. (European Workshop on Visual Information Processing).

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

  84. Published

    Zero-Shot Audio Classification Based On Class Label Embeddings

    Xie, H. & Virtanen, T., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, p. 264-267 4 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

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

  85. E-pub ahead of print

    Teacher’s Perceptions and Readiness to Teach Coding Skills: A Comparative Study Between Finland, Mainland China, Singapore, Taiwan, and South Korea

    Wu, L., Looi, C. K., Multisilta, J., How, M. L., Choi, H., Hsu, T. C. & Tuomi, P., 30 Sep 2019, In : Asia-Pacific Education Researcher. 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  86. Published

    World Heritage meets Smart City in an Urban- Educational Hackathon in Rauma

    Suominen, A. H., Halvari, S. & Jussila, J., 30 Sep 2019, In : Technology Innovation Management Review. 9, 9, p. 44-63 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  87. Published

    Gaussian Light Model in Brightfield Optical Projection Tomography

    Koskela, O., Montonen, T., Belay, B., Figueiras, E., Pursiainen, S. & Hyttinen, J., 26 Sep 2019, In : Scientific Reports. 9, 1

    Research output: Contribution to journalArticleScientificpeer-review

  88. E-pub ahead of print

    A Mixed Methods Probe into the Direct Disclosure of Software Vulnerabilities

    Ruohonen, J., Hyrynsalmi, S. & Leppänen, V., 25 Sep 2019, In : Computers in Human Behavior. 103, p. 161-173

    Research output: Contribution to journalArticleScientificpeer-review

  89. E-pub ahead of print

    Deep Multi-view Learning to Rank

    Cao, G., Iosifidis, A., Gabbouj, M., Raghavan, V. & Gottumukkala, R., 20 Sep 2019, In : IEEE Transactions on Knowledge and Data Engineering.

    Research output: Contribution to journalArticleScientificpeer-review

  90. Regression-based Motion Vector Field for Video Coding

    Ghaznavi Youvalari, R., Aminlou, A. & Lainema, J., 18 Sep 2019, In : IEEE Transactions on Circuits and Systems for Video Technology.

    Research output: Contribution to journalArticleScientificpeer-review

  91. Published

    The impact levels of digitalization initiatives

    Hellsten, P. & Pekkola, S., 17 Sep 2019, Proceedings of EGOV2019 – Joint conference EGOV-CeDEM-EPART 2019 : September 2-4, 2019 San Benedetto Del Tronto, Italy. Virkar, S., Glassey, O., Janssen, M., Parycek, P., Polini, A., Re, B., Reichstädter, P., Scholl, H. J. & Tambouris, E. (eds.). IFIP, p. 109-118 10 p. (Proceedings of the international conference EGOV-CeDEM-ePart).

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

  92. Published

    Introduction to Survival Analysis in Practice

    Emmert-Streib, F. & Dehmer, M., 8 Sep 2019, In : Machine Learning and Knowledge Extraction. 1, 3, p. 1013-1038

    Research output: Contribution to journalArticleScientificpeer-review

  93. E-pub ahead of print

    Tunable VVC Frame Partitioning based on Lightweight Machine Learning

    Amestoy, T., Mercat, A., Hamidouche, W., Menard, D. & Bergeron, C., 6 Sep 2019, In : IEEE Transactions on Image Processing.

    Research output: Contribution to journalArticleScientificpeer-review

  94. Published

    Comparing Optimization Methods of Neural Networks for Real-time Inference

    Khan, M., Lunnikivi, H., Huttunen, H. & Boutellier, J., 3 Sep 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p. (European Signal Processing Conference).

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

  95. Published

    Generalization of the K-SVD algorithm for minimization of β-divergence

    Garcia-Molla, V. M., San Juan, P., Virtanen, T., Vidal, A. M. & Alonso, P., 1 Sep 2019, In : Digital Signal Processing: A Review Journal. 92, p. 47-53 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  96. Published

    Optimization of a True Moving Bed unit and determination of its feasible operating region using a novel Sliding Particle Swarm Optimization

    Nogueira, I. B. R., Martins, M. A. F., Requião, R., Oliveira, A. R., Viena, V., Koivisto, H., Rodrigues, A. E., Loureiro, J. M. & Ribeiro, A. M., 1 Sep 2019, In : COMPUTERS AND INDUSTRIAL ENGINEERING. 135, p. 368-381 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  97. Published

    Photogrammetric Multi-Camera Calibration Using An Industrial Programmable Robotic Arm

    Gonçalves Ribeiro, L., Durmush, A., Suominen, O. & Gotchev, A., 1 Sep 2019, 2019 11th International Symposium on Image and Signal Processing and Analysis (ISPA). IEEE, p. 288-294 7 p. (International Symposium on Image and Signal Processing and Analysis).

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

  98. Published

    Adaptive Inference Using Hierarchical Convolutional Bag-of-Features for Low-Power Embedded Platforms

    Passalis, N., Raitoharju, J., Tefas, A. & Gabbouj, M., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 3048-3052 5 p. (IEEE International Conference on Image Processing).

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

  99. Published

    An Empirical Study on Technical Debt in a Finnish SME

    Lenarduzzi, V., Orava, T., Systä, K. & Taibi, D., Sep 2019, An Empirical Study on Technical Debt in a Finnish SME. IEEE, 6 p. (Edit International Symposium on Empirical Software Engineering and Measurement; vol. 2019-Septemer).

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

  100. Published

    Audio-Based Epileptic Seizure Detection

    Ahsan, M. N. I., Kertesz, C., Mesaros, A., Heittola, T., Knight, A. & Virtanen, T., Sep 2019, 2019 27th European Signal Processing Conference (EUSIPCO). IEEE, 5 p. (European Signal Processing Conference).

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

  101. Published

    Class-Based Variational Representation Learning For Robust Image Retrieval

    Passalis, N., Tefas, A., Iosifidis, A. & Gabbouj, M., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). IEEE, p. 854-858 5 p. (IEEE International Conference on Image Processing).

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

  102. Published

    Complexity Reduction Opportunities in the Future VVC Intra Encoder

    Tissier, A., Mercat, A., Amestoy, T., Hamidouche, W., Vanne, J. & Menard, D., Sep 2019, 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP). IEEE, 6 p. (IEEE International Workshop on Multimedia Signal Processing).

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

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