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

    Neurofunctional plasticity in fraction learning: An fMRI training study

    Wortha, S. M., Bloechle, J., Ninaus, M., Kiili, K., Lindstedt, A., Bahnmueller, J., Moeller, K. & Klein, E., 1 Dec 2020, In : Trends in Neuroscience and Education. 21, 15 p., 100141.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Some SonarQube issues have a significant but small effect on faults and changes. A large-scale empirical study

    Lenarduzzi, V., Saarimäki, N. & Taibi, D., Dec 2020, In : Journal of Systems and Software. 170, 15 p., 110750.

    Research output: Contribution to journalArticleScientificpeer-review

  5. 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

  6. Published

    Tree species classification using structural features derived from terrestrial laser scanning

    Terryn, L., Calders, K., Disney, M., Origo, N., Malhi, Y., Newnham, G., Raumonen, P., Åkerblom, M. & Verbeeck, H., 1 Oct 2020, In : ISPRS Journal of Photogrammetry and Remote Sensing. 168, p. 170-181 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. 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

  8. Published

    Fusionsense: Emotion classification using feature fusion of multimodal data and deep learning in a brain-inspired spiking neural network

    Tan, C., Ceballos, G., Kasabov, N. & Subramaniyam, N. P., 17 Sep 2020, In : Sensors (Switzerland). 20, 18, 27 p., 5328.

    Research output: Contribution to journalArticleScientificpeer-review

  9. 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

  10. Published

    The role of symmetry in the aesthetics of residential building façades using cognitive science methods

    Azemati, H., Jam, F., Ghorbani, M., Dehmer, M., Ebrahimpour, R., Ghanbaran, A. & Emmert-Streib, F., 1 Sep 2020, In : Symmetry. 12, 9, 15 p., 1438.

    Research output: Contribution to journalArticleScientificpeer-review

  11. 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

  12. Published

    Considerations of safety in the development of industrial services: Matter of course or matter of chance?

    Nenonen, S., Anttila, S., Hyytinen, T. & Kivistö-Rahnasto, J., Sep 2020, In : Safety Science. 129, 104766.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    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

  14. 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

  15. Published

    Optimizing service offerings using asymmetric impact-sentiment-performance analysis

    Hu, F., Li, H., Liu, Y. & Teichert, T., Aug 2020, In : International Journal of Hospitality Management. 89, 102557.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Energy Efficient Low Latency Multi-issue Cores for Intelligent Always-On IoT Applications

    Multanen, J., Kultala, H., Tervo, K. & Jääskeläinen, P., 26 Jul 2020, In : Journal of Signal Processing Systems. 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  17. 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

  18. Published

    Systematic Evaluation of the Quality Benefits of Spatiotemporal Sample Reprojection in Real-Time Stereoscopic Path Tracing

    Mäkitalo, M., Kivi, P. & Jääskeläinen, P., Jul 2020, In : IEEE Access. 8, p. 133514-133526 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  19. 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

  20. 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

  21. Published

    Lensless hyperspectral phase imaging in a self-reference setup based on Fourier transform spectroscopy and noise suppression

    Shevkunov, I., Katkovnik, V. & Egiazarian, K., Jun 2020, In : Optics Express. 28, 12, p. 17944-17956 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Real-time Phonocardiogram Anomaly Detection by Adaptive 1D Convolu‐ tional Neural Networks

    Kiranyaz, S., Zabihi, M., Rad, A. B., Ince, T., Hamila, R. & Gabbouj, M., 19 May 2020, In : Neurocomputing. p. 291-301 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Simulation of the Effects of Extracellular Calcium Changes Leads to a Novel Computational Model of Human Ventricular Action Potential With a Revised Calcium Handling

    Bartolucci, C., Passini, E., Hyttinen, J., Paci, M. & Severi, S., 15 Apr 2020, In : Frontiers in Physiology. 11, 20 p., 314.

    Research output: Contribution to journalArticleScientificpeer-review

  24. 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

  25. 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

  26. 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

  27. 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

  28. Published

    Disentangling the factors driving electronic word-of-mouth use through a configurational approach

    Wang, P., Li, H. & Liu, Y., 23 Feb 2020, In : INTERNET RESEARCH. 30, 3, p. 925-943 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

  29. 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

  30. 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

  31. Published

    Automatic Posture and Movement Tracking of Infants with Wearable Movement Sensors

    Airaksinen, M., Räsänen, O., Ilén, E., Häyrinen, T., Kivi, A., Marchi, V., Gallen, A., Blom, S., Varhe, A., Kaartinen, N., Haataja, L. & Vanhatalo, S., 13 Jan 2020, In : Scientific Reports. 10, 1, 13 p., 169.

    Research output: Contribution to journalArticleScientificpeer-review

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. Published

    Operational neural networks

    Kiranyaz, S., Ince, T., Iosifidis, A. & Gabbouj, M., 2020, In : Neural Computing and Applications. 32, p. 6645–6668 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. 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

  40. Published

    Neuromorphic Photonics with Coherent Linear Neurons Using Dual-IQ Modulation Cells

    Mourgias-Alexandris, G., Totovic, A., Tsakyridis, A., Passalis, N., Vyrsokinos, K., Tefas, A. & Pleros, N., 2020, In : Journal of Lightwave Technology. 38, 4, p. 811-819 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. Published

    The digital patient journey solution for patients undergoing elective hip and knee arthroplasty: Protocol for a pragmatic randomized controlled trial

    Jansson, M., Vuorinen, A. L., Harjumaa, M., Similä, H., Koivisto, J., Puhto, A-P., Vesty, G. & Pikkarainen, M., 2020, In : Journal of Advanced Nursing. 76, 6, p. 1436-1448 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  47. E-pub ahead of print

    What predicts esports betting? A study on consumption of video games, esports, gambling and demographic factors

    Macey, J., Abarbanel, B. & Hamari, J., 2020, In : New Media and Society.

    Research output: Contribution to journalArticleScientificpeer-review

  48. E-pub ahead of print

    Correlates of social media fatigue and academic performance decrement: A large cross-sectional study

    Malik, A., Dhir, A., Kaur, P. & Johri, A., 2020, In : INFORMATION TECHNOLOGY AND PEOPLE. 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  49. 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

  50. Published

    Human gesture recognition using bispectrum-based wireless signal processing

    Vyunitskiy, O. G., Totsky, A. V. & Eguiazarian, K. O., 2020, In : Telecommunications and Radio Engineering (English translation of Elektrosvyaz and Radiotekhnika). 79, 1, p. 47-57 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  51. 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

  52. 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

  53. 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

  54. 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

  55. 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

  56. 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

  57. 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

  58. 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

  59. 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

  60. 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

  61. 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

  62. 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

  63. 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

  64. 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

  65. 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

  66. 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

  67. 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

  68. 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

  69. 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

  70. 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

  71. 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

  72. 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

  73. 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

  74. 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

  75. 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

  76. 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

  77. 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

  78. 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

  79. 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

  80. 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

  81. 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

  82. 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

  83. 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

  84. 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

  85. 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

  86. 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

  87. 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

  88. 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

  89. 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

  90. 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

  91. 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

  92. 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

  93. 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

  94. 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

  95. 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

  96. 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

  97. 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

  98. 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

  99. 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

  100. 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

  101. 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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