Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. A1 Journal article-refereed
  2. Published

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

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

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. E-pub ahead of print

    Operational Neural Networks

    Kiranyaz, S., Ince, T., Iosifidis, A. & Gabbouj, M., 7 Feb 2020, In : Neural Computing and Applications.

    Research output: Contribution to journalArticleScientificpeer-review

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. Published

    Lake and mire isolation data set for the estimation of post-glacial land uplift in Fennoscandia

    Pohjola, J., Turunen, J. & Lipping, T., 2020, In : Earth System Science Data. 12, 2, p. 869-873 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  27. 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

  28. Published

    Validating effectiveness of safety requirements' compliance evaluation in process assessments

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

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Randomized Multiresolution Scanning in Focal and Fast E/MEG Sensing of Brain Activity with a Variable Depth

    Rezaei, A., Koulouri, A. & Pursiainen, S., 2020, In : Brain Topography. 33, 2, p. 161-175 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    From Chance to Serendipity: Knowledge Workers' Experiences of Serendipitous Social Encounters

    Olshannikova, E., Olsson, T., Huhtamäki, J., Paasovaara, S. & Kärkkäinen, H., 2020, In : Advances in Human-Computer Interaction. 2020, 1827107.

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

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

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

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Online Spectrogram Inversion for Low-Latency Audio Source Separation

    Magron, P. & Virtanen, T., 2020, In : IEEE Signal Processing Letters. 27, p. 306-310 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Lage und Zukunft des wissenschaftlichen Nachwuchses: Eine Stellungnahme des Beirats des Wissenschaftlichen Nachwuchses (WiN) der Gesellschaft für Informatik (GI e. V.)

    Lenk, K., Gleirscher, M., Nestler, S., Rödiger, S., Petersen, T. & Loebel, J. M., 2020, In : Informatik-Spektrum. 43, 2, p. 94–102 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    The watching system as a generalization of identifying code

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

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

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

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

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators

    Ntakaris, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 2020, In : PLoS ONE. 15, 6, e0234107.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Financing Target and Product Line Design on the Flexible and Fixed Reward Crowdfunding

    Liu, X., Zhang, H., Xi, N. & Hamari, J., 2020, In : Mathematical Problems in Engineering. 2020, 3401513.

    Research output: Contribution to journalArticleScientificpeer-review

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. E-pub ahead of print

    Fast and Accurate Depth Estimation From Sparse Light Fields

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

    Research output: Contribution to journalArticleScientificpeer-review

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 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

  54. 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

  55. 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

  56. 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

  57. 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

  58. 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

  59. 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

  60. 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

  61. Published

    A semiotic exploration of catastrophes in game worlds

    Thibault, M., Dec 2019, In : Linguistic Frontiers. 2, 1, p. 10-15

    Research output: Contribution to journalArticleScientificpeer-review

  62. 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

  63. 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

  64. 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

  65. 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

  66. 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

  67. 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

  68. 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

  69. 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

  70. 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

  71. 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

  72. 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

  73. 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

  74. 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

  75. 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

  76. 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

  77. 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

  78. 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

  79. 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

  80. 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

  81. 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

  82. 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

  83. 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

  84. 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

  85. 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

  86. 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

  87. 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

  88. 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

  89. 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

  90. 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

  91. 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

  92. 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

  93. 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

  94. 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

  95. 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

  96. 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

  97. Published

    Performance analysis of single-query 6-DoF camera pose estimation in self-driving setups

    Fu, J., Pertuz, S., Matas, J. & Kämäräinen, J-K., Sep 2019, In : Computer Vision and Image Understanding. 186, p. 58-73

    Research output: Contribution to journalArticleScientificpeer-review

  98. Published

    SylNet: An Adaptable End-to-End Syllable Count Estimator for Speech

    Seshadri, S. & Räsänen, O., Sep 2019, In : IEEE Signal Processing Letters. 26, 9, p. 1359-1363 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  99. E-pub ahead of print

    TTADF: Power Efficient Dataflow-Based Multicore Co-Design Flow

    Hautala, I., Boutellier, J. & Silvén, O., 27 Aug 2019, In : IEEE Transactions on Computers.

    Research output: Contribution to journalArticleScientificpeer-review

  100. Published

    On the Succinctness of Atoms of Dependency

    Vilander, M. & Lück, M., 20 Aug 2019, In : Logical Methods in Computer Science. 15, 3, p. 17:1-17:28 28 p.

    Research output: Contribution to journalArticleScientificpeer-review

  101. Published

    Understanding Statistical Hypothesis Testing: The Logic of Statistical Inference

    Emmert-Streib, F. & Dehmer, M., 12 Aug 2019, In : Machine Learning and Knowledge Extraction. 1, 3, p. 945-962

    Research output: Contribution to journalArticleScientificpeer-review

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