Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2019
  2. Published

    Crop yield prediction with deep convolutional neural networks

    Nevavuori, P., Narra Girish, N. & Lipping, T., 2019, In : COMPUTERS AND ELECTRONICS IN AGRICULTURE. 163, 104859, 104859.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Data augmentation strategies for neural network F0 estimation

    Airaksinen, M., Juvela, L., Paavo, A. & Räsänen, O., 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). p. 6485-6489 5 p. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

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

  4. Published

    Deep Neural Networks: A Signal Processing Perspective

    Huttunen, H., 2019, Handbook of Signal Processing Systems. 3 ed. Springer, p. 133-163

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

  5. Published

    Design methods for ICT-supported courses: A literature review

    Ylinen, H. J. & Juuti, T., 2019, SEFI 47th Annual Conference: Varietas Delectat... Complexity is the New Normality, Proceedings. Nagy, B. V., Murphy, M., Jarvinen, H-M. & Kalman, A. (eds.). European Society for Engineering Education SEFI, p. 2019-2028 10 p.

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

  6. E-pub ahead of print

    Digital athletics in analogue stadiums: Comparing gratifications for engagement between live attendance and online esports spectating

    Sjöblom, M., Macey, J. & Hamari, J., 2019, In : INTERNET RESEARCH.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Dynamic Dataflow Graphs

    Theelen, B. D., Deprettere, E. F. & Bhattacharyya, S., 2019, Handbook of Signal Processing Systems. Springer, p. 1173-1210

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

  8. Published

    Dynamic polynomial stabilization of a 1D wave equation

    Paunonen, L. & Humaloja, J-P., 2019, 2019 Proceedings of the Conference on Control and its Applications. Levine, W. S. & Stockbridge, R. (eds.). SIAM, Society for Industrial and Applied Mathematics, p. 105-109 5 p.

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

  9. Published

    DYNECOM: Augmenting Empathy in VR with Dyadic Synchrony Neurofeedback

    Järvelä, S., Salminen, M., Ruonala, A., Timonen, J., Mannermaa, K., Ravaja, N. & Jacucci, G., 2019, Proceedings of the 52nd Hawaii International Conference on System Sciences |. p. 4212-4220

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

  10. Published

    Effect of whole-body movement on performance and efficiency: A comparison of three controlling methods for a math game

    Lindstedt, A. & Kiili, K., 2019, Games and Learning Alliance: 8th International Conference, GALA 2019, Athens, Greece, November 27–29, 2019, Proceedings. Springer, p. 501-511 10 p. (Lecture Notes in Computer Science; vol. 11899).

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

  11. Published

    Engaging students in cross-disciplinary research and education: a processual approach to educational development

    Saari, U. A., Mäkinen, S. J., Järventausta, P., Vilkko, M., Systä, K., Kotilainen, K., Valta, J., Björkqvist, T. & Laukkarinen, T., 2019, Sustainability in university campuses: learning, skills building and best practice. Leal Wilho, W. & Bardi, U. (eds.). Switzerland: Springer International Publishing AG, p. 353-363 10 p. (World Sustainability Series).

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

  12. Published

    Enhancing virtual learning by improving the learning environment and user experience

    Mavengere, N. & Ruohonen, M., 2019, Sustainable ICT, Education and Learning - IFIP WG 3.4 International Conference, SUZA 2019, Revised Selected Papers. Tatnall, A. & Mavengere, N. (eds.). Springer New York LLC, p. 125-134 10 p. (IFIP Advances in Information and Communication Technology; vol. 564).

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

  13. E-pub ahead of print

    Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation

    Mimilakis, S. I., Drossos, K., Cano, E. & Schuller, G., 2019, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 28, p. 266-278 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Exploiting Genomic Relations in Big Data Repositories by Graph-Based Search Methods

    Musa, A., Dehmer, M., Yli-Harja, O. & Emmert-Streib, F., 2019, In : Machine Learning and Knowledge Extraction. 1, 1, p. 205-210

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    Extending a digital fraction game piece by piece with physical manipulatives

    Kiili, K., Koskinen, A., Lindstedt, A. & Ninaus, M., 2019, Games and Learning Alliance - 7th International Conference, GALA 2018, Proceedings. Söbke, H., Gentile, M. & Allegra, M. (eds.). Springer Verlag, p. 157-166 10 p. (Lecture Notes in Computer Science; vol. 11385).

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

  16. Published

    Extraction of fetal heart activity by using bispectrum-based electromyography signal processing

    Viunytskyi, O., Shulgin, V., Totsky, A., Egiazarian, K. & Polotska, O., 2019, In : Telecommunications and Radio Engineering. 78, 3, p. 269-279 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Farm detection based on deep convolutional neural nets and semi-supervised green texture detection using VIS-NIR satellite image

    Sharifzadeh, S., Tata, J. & Tan, B., 2019, DATA 2019 - Proceedings of the 8th International Conference on Data Science, Technology and Applications. Hammoudi, S., Quix, C. & Bernardino, J. (eds.). SCITEPRESS, p. 100-108 9 p.

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

  18. Published

    Feature Engineering for Mid-Price Prediction with Deep Learning

    Ntakaris, A., Mirone, G., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 2019, In : IEEE Access. 7, p. 82390-82412 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Forecasting jump arrivals in stock prices: new attention-based network architecture using limit order book data

    Mäkinen, Y., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 2019, In : Quantitative Finance. 19, 12, p. 2033-2050

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    From monolithic systems to microservices: A decomposition framework based on process mining

    Taibi, D. & Systä, K., 2019, CLOSER 2019 - Proceedings of the 9th International Conference on Cloud Computing and Services Science. Ferguson, D., Munoz, V. M., Helfert, M. & Pahl, C. (eds.). SCITEPRESS, p. 153-164 12 p.

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

  21. Published

    Gamification of physical activity: A systematic literature review of comparison studies

    Koivisto, J. & Hamari, J., 2019, GamiFIN 2019: Proceedings of the 3rd International GamiFIN Conference. CEUR-WS, p. 106-117 12 p. (CEUR Workshop Proceedings; vol. 2359).

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

  22. Published

    GamiFIN 2019: Proceedings of the 3rd International GamiFIN Conference

    Koivisto, J. (ed.) & Hamari, J. (ed.), 2019, CEUR-WS. 288 p. (CEUR workshop proceedings; vol. 2359 )

    Research output: Book/ReportAnthologyScientificpeer-review

  23. Published

    Graph-boosted attentive network for semantic body parsing

    Wang, T. & Wang, H., 2019, Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing - 28th International Conference on Artificial Neural Networks, 2019, Proceedings. Tetko, I. V., Karpov, P., Theis, F. & Kurková, V. (eds.). Springer Verlag, p. 267-280 (Lecture Notes in Computer Science; vol. 11729).

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

  24. Published

    Hardware Architectures for the Fast Fourier Transform

    Garrido, M., Fahad, F., Takala, J. & Gustafsson, O., 2019, Handbook of Signal Processing Systems. Springer, p. 613-647

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

  25. Published

    How People Use 360-Degree Cameras

    Jokela, T., Ojala, J. & Väänänen, K., 2019, Proceedings of MUM'19, the 18th International Conference for Mobile and Ubiquitous Multimedia. ACM Press, 10 p.

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

  26. Published

    Hyperspectral data denoising for terahertz pulse time-domain holography

    Kulya, M., Petrov, N. V., Tsypkin, A., Egiazarian, K. & Katkovnik, V., 2019, In : Optics Express. 27, 13, p. 18456-18476 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Inertial Sensors and Their Applications

    Collin, J., Davidson, P., Kirkko-Jaakkola, M. & Leppäkoski, H., 2019, Handbook of Signal Processing Systems. 3 ed. Springer, p. 51-85

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

  28. Published

    Informations systems benefits and value

    Pekkola, S. & Päivärinta, T., 2019, Proceedings of Hawaii International Conference on System Sciences (HICSS-52): January 8 - 11, 2019, Grand Wailea, Hawaii. Association for Information Systems AIS, p. 6155 1 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  29. Published

    Intrinsic integration in rational number games – A systematic literature review

    Kiili, K., Koskinen, A. & Ninaus, M., 2019, GamiFIN 2019: Proceedings of the 3rd International GamiFIN Conference. CEUR-WS, p. 35-46 12 p. (CEUR Workshop Proceedings; vol. 2359).

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

  30. Published

    IT capability and firm performance: The mediating roles of interaction praxis

    Feng, C., Xi, N., Zhuang, G. & Hamari, J., 2019, AMCIS 2019 Proceedings. AIS

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

  31. Published

    L1000 viewer: A search engine and Web interface for the LINCS data repository

    Musa, A., Tripathi, S., Dehmer, M. & Emmert-Streib, F., 2019, In : Frontiers in Genetics. 10, JUN, 557.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Learning Image-to-Image Translation Using Paired and Unpaired Training Samples

    Tripathy, S., Kannala, J. & Rahtu, E., 2019, Computer Vision - ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Jawahar, C. V., Schindler, K., Mori, G. & Li, H. (eds.). Springer Verlag, p. 51-66 16 p. (Lecture Notes in Computer Science; vol. 11362).

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

  33. Published

    Log analysis of 360-degree video users via MQTT

    Luoto, A., 2019, ICGDA 2019: Proceedings of the 2019 2nd International Conference on Geoinformatics and Data Analysis . ACM, p. 130-137 8 p.

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

  34. Published

    Machine Learning for Forecasting Mid Price Movement using Limit Order Book Data

    Nousi, P., Tsantekidis, A., Passalis, N., Ntakaris, A., Kanniainen, J., Tefas, A., Gabbouj, M. & Iosifidis, A., 2019, In : IEEE Access. 7, p. 64722-64736

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Making use of portfolios to enhance learning

    Gabi, J. & Mavengere, N., 2019, Sustainable ICT, Education and Learning - IFIP WG 3.4 International Conference, SUZA 2019, Revised Selected Papers. Tatnall, A. & Mavengere, N. (eds.). Springer New York LLC, p. 24-29 6 p. (IFIP Advances in Information and Communication Technology; vol. 564).

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

  36. Published

    Measuring stem diameters with TLS in boreal forests by complementary fitting procedure

    Pitkänen, T. P., Raumonen, P. & Kangas, A., 2019, In : ISPRS Journal of Photogrammetry and Remote Sensing. 147, p. 294-306 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    MicroSCOPE: Enabling access control in searchable encryption with the use of attribute-based encryption and SGX

    Michalas, A., Bakas, A., Dang, H. V. & Zalitko, A., 2019, Secure IT Systems - 24th Nordic Conference, NordSec 2019, Proceedings. Askarov, A., Hansen, R. R. & Rafnsson, W. (eds.). Springer, p. 254-270 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11875 LNCS).

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

  38. E-pub ahead of print

    Microservices Anti Patterns: A Taxonomy

    Taibi, D., Lenarduzzi, V. & Pahl, C., 2019, Microservices - Science and Engineering. Springer, p. 111-128

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

  39. Published

    Migrating learning management systems towards microservice architecture

    Niemelä, P. & Hyyrö, H., 2019, SSSME-2019: Joint Proceedings of the Inforte Summer School on Software Maintenance and Evolution. CEUR-WS, p. 10-20 11 p. (CEUR Workshop Proceedings; vol. 2520).

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

  40. Published

    MLAttack: Fooling Semantic Segmentation Networks by Multi-layer Attacks

    Gupta, P. & Rahtu, E., 2019, Pattern Recognition - 41st DAGM German Conference, DAGM GCPR 2019, Proceedings. Fink, G. A., Frintrop, S. & Jiang, X. (eds.). Springer, p. 401-413 13 p. (Lecture Notes in Computer Science; vol. 11824 LNCS).

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

  41. Published

    Near Lossless JPEG Compression Based on Masking Effect of Non-predictable Energy of Image Regions

    Ponomarenko, M. & Egiazarian, K., 2019, Image Analysis - 21st Scandinavian Conference, SCIA 2019, Proceedings. Felsberg, M., Forssén, P-E., Unger, J. & Sintorn, I-M. (eds.). Springer Verlag, p. 173-183 11 p. (Lecture Notes in Computer Science; vol. 11482).

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

  42. Published

    Non-parametric contextual relationship learning for semantic video object segmentation

    Wang, T. & Wang, H., 2019, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 23rd Iberoamerican Congress, CIARP 2018, Proceedings. Vera-Rodriguez, R., Fierrez, J. & Morales, A. (eds.). Springer Verlag, p. 325-333 9 p. (Lecture Notes in Computer Science; vol. 11401).

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

  43. Published

    On Games and Computation

    Kuusisto, A., 2019, Tampere University.

    Research output: Book/ReportCommissioned reportProfessional

  44. Published

    On the web platform cornucopia

    Mikkonen, T., Pautasso, C., Systä, K. & Taivalsaari, A., 2019, Web Engineering - 19th International Conference, ICWE 2019, Proceedings. Bakaev, M., Ko, I-Y. & Frasincar, F. (eds.). Springer Verlag, p. 347-355 9 p. (Lecture Notes in Computer Science; vol. 11496).

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

  45. Published

    Open Source Systems: 15th IFIP WG 2.13 International Conference, OSS 2019, Montreal, QC, Canada, May 26–27, 2019, Proceedings

    Bordeleau, F. (ed.), Sillitti, A. (ed.), Meirelles, P. (ed.) & Lenarduzzi, V. (ed.), 2019, Springer. 173 p. (IFIP Advances in Information and Communication Technology; vol. 556)

    Research output: Book/ReportAnthologyScientificpeer-review

  46. Published

    Optimizing Locations of Social and Health Care Service Centers Using Location-Allocation Tools

    Widbom, T. & Lipping, T., 2019, Information Modelling and Knowledge Bases XXX. IOP Press, p. 530-538 (Frontiers in Artificial Intelligence and Applications; vol. 312).

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

  47. E-pub ahead of print

    Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines

    Zabihi, M., Kiranyaz, S., Jäntti, V., Lipping, T. & Gabbouj, M., 2019, In : IEEE Journal of Biomedical and Health Informatics.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Published

    Patterns for functional safety system development

    Rauhamäki, J., 2019, Transactions on Pattern Languages of Programming IV. Springer Verlag, p. 100-138 39 p. (Lecture Notes in Computer Science; vol. 10600).

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

  49. Published

    Patterns for light-weight fault tolerance and decoupled design in distributed control systems

    Alho, P. & Rauhamäki, J., 2019, Transactions on Pattern Languages of Programming IV. Springer Verlag, p. 1-21 21 p. (Lecture Notes in Computer Science; vol. 10600).

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

  50. Published

    People Counting in a Public Event—Use Case: Free-to-Ride Bus

    Grönman, J., Sillberg, P., Rantanen, P. & Saari, M., 2019, 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019. IEEE, p. 1055-1059

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

  51. Published

    Predicting Novel Views Using Generative Adversarial Query Network

    Nguyen-Ha, P., Huynh, L., Rahtu, E. & Heikkilä, J., 2019, Image Analysis - 21st Scandinavian Conference, SCIA 2019, Proceedings. Felsberg, M., Forssén, P-E., Unger, J. & Sintorn, I-M. (eds.). Springer Verlag, p. 16-27 12 p. (Lecture Notes in Computer Science; vol. 11482).

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

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