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

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