Tampere University of Technology

TUTCRIS Research Portal

Computing Sciences

Research unit: Department

  1. 2020
  2. Published

    Combining deep learning with token selection for patient phenotyping from electronic health records

    Yang, Z., Dehmer, M., Yli-Harja, O. & Emmert-Streib, F., 1 Dec 2020, In : Scientific Reports. 10, 1, 1432.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 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

  4. Published

    The watching system as a generalization of identifying code

    Ghorbani, M., Dehmer, M., Maimani, H., Maddah, S., Roozbayani, M. & Emmert-Streib, F., 1 Sep 2020, In : Applied Mathematics and Computation. 380, 125302.

    Research output: Contribution to journalArticleScientificpeer-review

  5. 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

  6. 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

  7. Published

    Yksilöllinen opetus ja itsearviointi osana yliopistomatematiikan opintojakson suoritusta

    Erämaa, J., Kaarakka, T. & Elomaa, T., 30 Apr 2020, In : FMSERA Journal. 3, 1, p. 44-58 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Interpretation, Modeling and Visualization of Crowdsourced Road Condition Data

    Sillberg, P., Saari, M., Grönman, J., Rantanen, P. & Kuusisto, M., 15 Apr 2020, Intelligent Systems: Theory, Research and Innovation in Applications. Jardim-Goncalves, R., Sgurev, V., Jotsov, V. & Kacprzyk, J. (eds.). Springer International Publishing, p. 99-119 (Studies in Computational Intelligence; vol. 864).

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

  9. Published

    A break-glass protocol based on ciphertext-policy attribute-based encryption to access medical records in the cloud

    T. de Oliveira, M., Bakas, A., Frimpong, E., Groot, A. E. D., Marquering, H. A., Michalas, A. & Olabarriaga, S. D., 1 Apr 2020, In : Annales des Telecommunications/Annals of Telecommunications. 75, 3-4, p. 103-119 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. 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

  11. Published

    Studying the inertias of LCM matrices and revisiting the Bourque-Ligh conjecture

    Haukkanen, P., Mattila, M. & Mäntysalo, J., 1 Apr 2020, In : Journal of Combinatorial Theory. Series A. 171, 105161.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    SeCon-NG: Implementing a lightweight cryptographic library based on ECDH and ECDSA for the development of secure and privacy-preserving protocols in contiki-NG

    Frimpong, E. & Michalas, A., 30 Mar 2020, 35th Annual ACM Symposium on Applied Computing, SAC 2020. ACM, p. 767-769 3 p. (Proceedings of the ACM Symposium on Applied Computing).

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

  13. Published

    Glioblastoma Multiforme Stem Cell Cycle Arrest by Alkylaminophenol Through the Modulation of EGFR and CSC Signaling Pathways

    Doan, P., Musa, A., Murugesan, A., Sipilä, V., Candeias, N. R., Emmert-Streib, F., Ruusuvuori, P., Granberg, K., Yli-Harja, O. & Kandhavelu, M., 10 Mar 2020, In : Cells. 9, 3, 21 p., 681.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Automatic assessment of the myoclonus severity from videos recorded according to standardized Unified Myoclonus Rating Scale protocol and using human pose and body movement analysis

    Hyppönen, J., Hakala, A., Annala, K., Zhang, H., Peltola, J., Mervaala, E. & Kälviäinen, R., 1 Mar 2020, In : Seizure. 76, p. 72-78 7 p.

    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

    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

  17. 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., 1 Mar 2020, In : Applied Sciences (Switzerland). 10, 6, 1958.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

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

    Rezaei, A., Koulouri, A. & Pursiainen, S., 1 Mar 2020, In : Brain Topography. 33, 2, p. 161-175 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Validating effectiveness of safety requirements' compliance evaluation in process assessments

    Varkoi, T., Mäkinen, T., Cameron, F. & Nevalainen, R., 1 Mar 2020, In : Journal of Software: Evolution and Process. 32, 3, e2177.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Facilitating organisational fluidity with computational social matching

    Huhtamäki, J., Olsson, T. & Laaksonen, S-M., Mar 2020, Society as an interaction space: a systemic approach. Lehtimäki, H., Uusikylä, P. & Smedlund, A. (eds.). Springer Singapore, p. 229-245 17 p. (Translational systems sciences).

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

  21. 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

  22. 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., 15 Feb 2020, In : Journal of Lightwave Technology. 38, 4, p. 811-819 9 p., 8880481.

    Research output: Contribution to journalArticleScientificpeer-review

  23. 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

  24. Accepted/In press

    1D Convolutional Neural Networks and Applications - A Survey

    Kiranyaz, S., Avci, O., Abdeljaber, O., Ince, T., Gabbouj, M. & Inman, D. J., 5 Feb 2020, (Accepted/In press) In : Mechanical Systems and Signal Processing.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Wheel-mounted MEMS IMU for Vehicular Navigation

    Collin, J. & Mezentsev, O., 4 Feb 2020, In : Inside GNSS. 15, 1, p. 40-45

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    A custom processor for protocol-independent packet parsing

    Zolfaghari, H., Rossi, D. & Nurmi, J., 1 Feb 2020, In : Microprocessors and Microsystems. 72, 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  27. 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

  28. Published

    Directions for professional social matching systems

    Olsson, T., Huhtamäki, J. & Kärkkäinen, H., 22 Jan 2020, In : Communications of the ACM. 63, 2, p. 60-69 10 p.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  29. Published

    Terrestrial laser scanning for non-destructive estimates of liana stem biomass

    Krishna Moorthy, S. M., Raumonen, P., Van den Bulcke, J., Calders, K. & Verbeeck, H., 15 Jan 2020, In : FOREST ECOLOGY AND MANAGEMENT. 456, 14 p., 117751.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Tomographic inversion of gravity gradient field for a synthetic Itokawa model

    Sorsa, L-I., Takala, M., Bambach, P., Deller, J., Vilenius, E., Agarwal, J., Carroll, K. A., Karatekin, Ö. & Pursiainen, S., 15 Jan 2020, In : Icarus. 336, 113425.

    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, 1 p.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    CivicBots – Chatbots for Supporting Youth in Societal Participation

    Väänänen, K., Hiltunen, A., Varsaluoma, J. & Pietilä, I., Jan 2020, Proceedings of CONVERSATIONS 2019: Third International Workshop on Chatbot Research. Springer, Cham

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

  33. Published

    Functions of Models in Scenarios and Their Maturity

    Jaakkola, H. & Thalheim, B., Jan 2020, Information Modelling and Knowledge Bases XXXI. Dahanayake, A., Huiskonen, J., Kiyoki, Y., Thalheim, B., Jaakkola, H. & Yoshida, N. (eds.). Netherlands: IOS Press, Vol. 321. p. 265-284 (Frontiers in Artificial Intelligence and Applications).

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

  34. Published

    Information Modelling and Knowledge Bases XXXI

    Dahanayake, A. (ed.), Huiskonen, J. (ed.), Kiyoki, Y. (ed.), Thalheim, B. (ed.), Jaakkola, H. (ed.) & Yoshida, N. (ed.), Jan 2020, Amsterdam: IOS Press. (Frontiers in Artificial Intelligence and Applications)

    Research output: Book/ReportBookScientificpeer-review

  35. Published

    Model-Based Fifth Generation Programming

    Thalheim, B. & Jaakkola, H., Jan 2020, Information Modelling and Knowledge Bases XXXI. Amsterdam: IOS Press, Vol. 321. p. 381-400 (Frontiers in Artificial Intelligence and Applications).

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

  36. Published

    Towards a Great Design of Conceptual Modelling

    Kiyoki, Y., Thalheim, B., Duzi, M., Jaakkola, H., Chawakitchareon, P. & Heimburger, A., Jan 2020, Information Modelling and Knowledge Bases XXXI. Dahanayake, A., Huiskonen, J., Kiyoki, Y., Thalheim, B., Jaakkola, H. & Yoshida, N. (eds.). Amsterdam: IOS Press, Vol. 321. p. 531-544 (Frontiers in Artificial Intelligence and Applications; vol. 321).

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

  37. Published

    Accelerated simulation of a neuronal population via mathematical model order reduction

    Lehtimäki, M., Seppälä, I., Paunonen, L. & Linne, M-L., 2020, 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS). IEEE, p. 118-122 5 p.

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

  38. Published

    A Data Driven Approach to Decision Support in Farming

    Narra Girish, N., Nevavuori, P., Linna, P. & Lipping, T., 2020, Information Modelling and Knowledge Bases XXXI. (Frontiers in artificial intelligence and applications).

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

  39. Published

    Anthropometric clothing measurements from 3D body scans

    Yan, S., Wirta, J. & Kämäräinen, J-K., 2020, In : Machine Vision and Applications. 31, 1, 7.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    A Study on an Evolution of a Data Collection System for Knowledge Representation

    Soini, J., Kuusisto, M., Rantanen, P., Saari, M. & Sillberg, P., 2020, Information Modelling and Knowledge Bases XXXI. Dahanayake, A., Huiskonen, J., Kiyoki, Y., Thalheim, B., Jaakkola, H. & Yoshida, N. (eds.). IOS Press, Vol. 321.

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

  41. 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

  42. 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.

    Research output: Contribution to journalArticleScientificpeer-review

  43. 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

  44. 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

  45. E-pub ahead of print

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

    Hassan, L. & Hamari, J., 2020, In : GOVERNMENT INFORMATION QUARTERLY. 101461.

    Research output: Contribution to journalArticleScientificpeer-review

  46. E-pub ahead of print

    Game-theoretic semantics for ATL+ with applications to model checking

    Goranko, V., Kuusisto, A. & Rönnholm, R., 2020, In : Information and Computation. 104554.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    Green picosecond narrow-linewidth tapered fiber laser system

    Ustimchik, V., Fedotov, A., Rissanen, J., Noronen, T., Gumenyuk, R., Chamorovskii, Y. & Filippov, V., 2020, Fiber Lasers XVII: Technology and Systems. Dong, L. (ed.). SPIE, p. 246 - 251 (Proceedings of SPIE; vol. 11260).

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

  48. 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

  49. Published

    Methodology to estimate ionospheric scintillation risk maps and their contribution to position dilution of precision on the ground

    Koulouri, A., Smith, N. D., Vani, B. C., Rimpiläinen, V. J. T., Astin, I. & Forte, B., 2020, In : JOURNAL OF GEODESY. 94, 2

    Research output: Contribution to journalArticleScientificpeer-review

  50. 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., 8974192.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    Shearlet Transform-Based Light Field Compression under Low Bitrates

    Ahmad, W., Vagharshakyan, S., Sjostrom, M., Gotchev, A., Bregovic, R. & Olsson, R., 2020, In : IEEE Transactions on Image Processing. 29, p. 4269-4280 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  52. Published

    Teachers' perspectives on project-based learning in mathematics and science

    Viro, E., Lehtonen, D., Joutsenlahti, J. & Tahvanainen, V., 2020, In : European Journal of Science and Mathematics Education. 8, 1, p. 12-31

    Research output: Contribution to journalArticleScientificpeer-review

  53. 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

  54. E-pub ahead of print

    The violent collisional history of aqueously evolved (2) Pallas

    Marsset, M., Brož, M., Vernazza, P., Drouard, A., Castillo-Rogez, J., Hanuš, J., Viikinkoski, M., Rambaux, N., Carry, B., Jorda, L., Ševeček, P., Birlan, M., Marchis, F., Podlewska-Gaca, E., Asphaug, E., Bartczak, P., Berthier, J., Cipriani, F., Colas, F., Dudziński, G., Dumas, C., Ďurech, J., Ferrais, M., Fétick, R., Fusco, T., Jehin, E., Kaasalainen, M., Kryszczynska, A., Lamy, P., Le Coroller, H., Marciniak, A., Michalowski, T., Michel, P., Richardson, D. C., Santana-Ros, T., Tanga, P., Vachier, F., Vigan, A., Witasse, O. & Yang, B., 2020, In : Nature Astronomy.

    Research output: Contribution to journalLetterScientificpeer-review

  55. Published

    Using Recorded Audio Feedback in Multi-Cultural Higher e-Education: How Do Academics Experience? A Thematic Network Analysis

    Heimburger, A., Keto, H. & Turunen, J., 2020, Volume 321: Information Modelling and Knowledge Bases XXXI. Dahanayake, A., Huiskonen, J., Kiyoki, Y., Thalheim, B., Jaakkola, H. & Yoshida, N. (eds.). IOS Press, p. 34-47 ( Frontiers in Artificial Intelligence and Applications).

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

  56. 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

  57. 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

  58. 2019
  59. 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

  60. 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

  61. 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

  62. 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

  63. 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

  64. Published

    Pedagogical experiments with MathCheck in university teaching

    Kaarakka, T., Helkala, K., Valmari, A. & Joutsenlahti, M., 16 Dec 2019, In : Lumat. 7, 3, p. 84-112 29 p.

    Research output: Contribution to journalArticleScientificpeer-review

  65. Published

    Graph entropy based on the number of spanning forests of c-cyclic graphs

    Wan, P., Tu, J., Dehmer, M., Zhang, S. & Emmert-Streib, F., 15 Dec 2019, In : Applied Mathematics and Computation. 363, 124616.

    Research output: Contribution to journalArticleScientificpeer-review

  66. 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

  67. Published

    Battling Glioblastoma: A Novel Tyrosine Kinase Inhibitor with Multi-Dimensional Anti-Tumor Effect (Running Title: Cancer Cells Death Signalling Activation)

    Viswanathan, A., Musa, A., Murugesan, A., Vale, J. R., Afonso, C. A. M., Konda Mani, S., Yli-Harja, O., Candeias, N. R. & Kandhavelu, M., 12 Dec 2019, In : Cells. 8, 12, 18 p., 1624.

    Research output: Contribution to journalArticleScientificpeer-review

  68. 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

  69. 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

  70. 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

  71. 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

  72. 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

  73. Published

    Comparing biological information contained in mRNA and non-coding RNAs for classification of lung cancer patients

    Smolander, J., Stupnikov, A., Glazko, G., Dehmer, M. & Emmert-Streib, F., 3 Dec 2019, In : BMC Cancer. 19, 1, 1176.

    Research output: Contribution to journalArticleScientificpeer-review

  74. 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

  75. Published

    Clinical evaluation of a fully-automated parenchymal analysis software for breast cancer risk assessment: A pilot study in a Finnish sample

    Pertuz, S., Sassi, A., Holli-Helenius, K., Kämäräinen, J., Rinta-Kiikka, I., Lääperi, A. L. & Arponen, O., 1 Dec 2019, In : European Journal of Radiology. 121, 108710.

    Research output: Contribution to journalArticleScientificpeer-review

  76. 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

  77. Published

    Color Constancy Convolutional Autoencoder

    Laakom, F., Raitoharju, J., Iosifidis, A., Nikkanen, J. & Gabbouj, M., 1 Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 1085-1090 6 p. 9002684

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

  78. 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

  79. 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

  80. Published

    Joint Sparse Recovery of Misaligned Multimodal Images via Adaptive Local and Nonlocal Cross-Modal Regularization

    Eslahi, N. & Foi, A., 1 Dec 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings. IEEE, p. 111-115 5 p.

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

  81. 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

  82. Published

    On Confidences and Their Use in (Semi-)Automatic Multi-Image Taxa Identification

    Raitoharju, J. & Meissner, K., 1 Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. IEEE, p. 1338-1343 6 p. 9002975

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

  83. 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

  84. Published

    Parallax-tolerant 360 live video stitcher

    Atokari, M., Viitanen, M., Mercat, A., Kattainen, E. & Vanne, J., 1 Dec 2019, 2019 IEEE Visual Communications and Image Processing (VCIP). IEEE

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

  85. Published

    Passive UHF RFID-based user interface on a wooden surface

    Mehmood, A., Vianto, V., He, H., Chen, X., Buruk, O. O., Ukkonen, L. & Virkki, J., 1 Dec 2019, 2019 Photonics and Electromagnetics Research Symposium - Fall, PIERS - Fall 2019 - Proceedings. IEEE, p. 1760-1763 4 p. 9021441

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

  86. 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

  87. 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

  88. 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

  89. 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

  90. 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

  91. 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

  92. 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

  93. 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

  94. 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

  95. Published

    Planning the Schedule for the Disposal of the Spent Nuclear Fuel with Interactive Multiobjective Optimization

    Montonen, O., Ranta, T. & Makela, M. M., 25 Nov 2019, In : Algorithms. 12, 12, 20 p., 252.

    Research output: Contribution to journalArticleScientificpeer-review

  96. 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

  97. 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

  98. E-pub ahead of print

    Real-time Throughput Prediction for Cognitive Wi-Fi Networks

    Asif Khan, M., Hamila, R., Al-Emadi, N., Kiranyaz, M. S. & Gabbouj, M., 22 Nov 2019, In : Journal of Network and Computer Applications.

    Research output: Contribution to journalArticleScientificpeer-review

  99. Published

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

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

    Research output: Book/ReportAnthologyScientificpeer-review

  100. 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

  101. Published

    Utilizing Social Media Data for Psychoanalysis to Study Human Personality

    Emmert-Streib, F., Yli-Harja, O. & Dehmer, M., 15 Nov 2019, In : Frontiers in Psychology. 10, 2596.

    Research output: Contribution to journalArticleScientificpeer-review

  102. 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

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