Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. A1 Journal article-refereed
  2. 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

  3. Published

    Identified opportunities for gamification in the elective primary fast-track total hip and knee arthroplasty journey: Secondary analysis of healthcare professionals’ interviews

    Jansson, M., Koivisto, J. & Pikkarainen, M., 2020, In : JOURNAL OF CLINICAL NURSING. 29, p. 2338-2351 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    In-flightwind field identification and prediction of parafoil systems

    Gao, H., Tao, J., Dehmer, M., Emmert-Streib, F., Sun, Q., Chen, Z., Xie, G. & Zhou, Q., 2020, In : Applied Sciences (Switzerland). 10, 6, 15 p., 1958.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Gameful civic engagement: A review of the literature on gamification of e-participation

    Hassan, L. & Hamari, J., 2020, In : GOVERNMENT INFORMATION QUARTERLY. 37, 3, 21 p., 101461.

    Research output: Contribution to journalArticleScientificpeer-review

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. Published

    Social media overload, exhaustion, and use discontinuance: Examining the effects of information overload, system feature overload, and social overload

    Fu, S., Li, H., Liu, Y., Pirkkalainen, H. & Salo, M., 2020, In : INFORMATION PROCESSING AND MANAGEMENT. 57, 6, 102307.

    Research output: Contribution to journalArticleScientificpeer-review

  12. 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

  13. 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

  14. 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

  15. E-pub ahead of print

    The convergence of play: interrelations of social casino gaming, gambling, and digital gaming in Finland

    Macey, J. & Kinnunen, J., 2020, In : INTERNATIONAL GAMBLING STUDIES. 22 p.

    Research output: Contribution to journalArticleScientificpeer-review

  16. 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

  17. Published

    Modelling of a pressure swing adsorption unit by deep learning and artificial Intelligence tools

    Oliveira, L. M. C., Koivisto, H., Iwakiri, I. G. I., Loureiro, J. M., Ribeiro, A. M. & Nogueira, I. B. R., 2020, In : Chemical Engineering Science. 224, 115801.

    Research output: Contribution to journalArticleScientificpeer-review

  18. E-pub ahead of print

    Vehicle Attribute Recognition by Appearance: Computer Vision Methods for Vehicle Type, Make and Model Classification

    Ni, X. & Huttunen, H., 2020, In : Journal of Signal Processing Systems.

    Research output: Contribution to journalArticleScientificpeer-review

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. Published

    On the diffuseness of technical debt items and accuracy of remediation time when using SonarQube

    Baldassarre, M. T., Lenarduzzi, V., Romano, S. & Saarimäki, N., 2020, In : Information and Software Technology. 128, 18 p., 106377.

    Research output: Contribution to journalArticleScientificpeer-review

  25. E-pub ahead of print

    Explainable artificial intelligence and machine learning: A reality rooted perspective

    Emmert-Streib, F., Yli-Harja, O. & Dehmer, M., 2020, In : Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    FinnForest dataset: A forest landscape for visual SLAM

    Ali, I., Durmush, A., Suominen, O., Yli-Hietanen, J., Peltonen, S., Collin, J. & Gotchev, A., 2020, In : ROBOTICS AND AUTONOMOUS SYSTEMS. 132, 13 p., 103610.

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Full-reference quality metric based on neural network to assess the visual quality of remote sensing images

    Ieremeiev, O., Lukin, V., Okarma, K. & Egiazarian, K., 2020, In : Remote Sensing. 12, 15, 31 p., 2349.

    Research output: Contribution to journalArticleScientificpeer-review

  28. 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

  29. Published

    Probabilistic approach to physical object disentangling

    Pajarinen, J., Arenz, O., Peters, J. & Neumann, G., 2020, In : IEEE Robotics and Automation Letters. 5, 4, p. 5510-5517 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Multi-sensor next-best-view planning as matroid-constrained submodular maximization

    Lauri, M., Pajarinen, J., Peters, J. & Frintrop, S., 2020, In : IEEE Robotics and Automation Letters. 5, 4, p. 5323-5330 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Features of correlation measurements of the parameters of pulsed hyperspectral optical fields using an asymmetric interferometer

    Kulya, M. S., Katkovnik, V. Y., Egiazarian, K. & Petrov, N. V., 2020, In : Quantum Electronics. 50, 7, p. 679-682 4 p.

    Research output: Contribution to journalArticleScientificpeer-review

  32. 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

  33. E-pub ahead of print

    The Internet of Bodies Needs a Human Data Model

    Makitalo, N., Flores-Martin, D., Berrocal, J., Garcia-Alonso, J. M., Ihantola, P., Ometov, A., Murillo, J. M. & Mikkonen, T., 2020, In : IEEE Internet Computing. 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. E-pub ahead of print

    Multimodal subspace support vector data description

    Sohrab, F., Raitoharju, J., Iosifidis, A. & Gabbouj, M., 2020, In : Pattern Recognition. 110, 13 p., 107648.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Self-Supervised Light Field Reconstruction Using Shearlet Transform and Cycle Consistency

    Gao, Y., Bregovic, R. & Gotchev, A., 2020, In : IEEE Signal Processing Letters. 27, p. 1425-1429 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  36. 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

  37. 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

  38. 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 . 31, 9, p. 3760 - 3765 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

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