Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2020
  2. Published

    Tailored gamification: A review of literature

    Klock, A. C. T., Gasparini, I., Pimenta, M. S. & Hamari, J., 1 Dec 2020, In : International Journal of Human Computer Studies. 144, 102495.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  3. 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

  4. Published

    Necessary and sufficient conditions for the existence of solution of generalized fuzzy relation equations A ⇔X = B

    Turunen, E., 1 Oct 2020, In : Information Sciences. 536, p. 351-357 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. 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

  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

    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.

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

  8. 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

  9. Published

    Serverless: What it Is, What to Do and What Not to Do

    Nupponen, J. & Taibi, D., 1 Mar 2020, 2020 IEEE International Conference on Software Architecture Companion, ICSA-C 2020. IEEE, p. 49-50 2 p.

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

  10. 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

  11. Published

    Are SonarQube Rules Inducing Bugs?

    Lenarduzzi, V., Lomio, F., Huttunen, H. & Taibi, D., 1 Feb 2020, SANER 2020 - Proceedings of the 2020 IEEE 27th International Conference on Software Analysis, Evolution, and Reengineering. Kontogiannis, K., Khomh, F., Chatzigeorgiou, A., Fokaefs, M-E. & Zhou, M. (eds.). IEEE, p. 501-511 11 p.

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

  12. Published

    A preliminary network analysis on steam game tags: Another way of understanding game genres

    Li, X. & Zhang, B., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 29-30, 2020, Tampere, Finland. ACM, p. 65-73 9 p.

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

  13. Published

    Color game: A collaborative social robotic game for icebreaking; Towards the design of robotic ambiences as part of smart building services

    Beheshtian, N., Kaipainen, K., Kähkönen, K. & Ahtinen, A., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 10-19 10 p.

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

  14. Published

    Demographic differences in accumulated types of capital in massively multiplayer online role-playing games

    Korkeila, H., Koivisto, J. & Hamari, J., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 74-82 9 p.

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

  15. Published

    Innovation challenges as a novel multidisciplinary learning platform

    Jokiniemi, S., Myllärniemi, J., Poranen, T. & Vuorenmaa, M., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 145-148 4 p.

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

  16. Published

    Satisfaction and willingness to consume immersive journalism: Experiment of differences between VR, 360 video, and article

    Bujic, M. & Hamari, J., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 120-125 6 p.

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

  17. Published

    Social human-robot interaction in the wild: A workshop proposal for academic mindtrek 2020

    Niemelä, M., Ahtinen, A. & Turunen, M., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 168-169 2 p.

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

  18. Published

    "The superhero of the university": Experience-driven design and field study of the university guidance robot

    Chowdhury, A., Ahtinen, A. & Kaipainen, K., 29 Jan 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 1-9 9 p.

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

  19. 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

  20. Published

    Censor-Based Cooperative Multi-Antenna Spectrum Sensing with Imperfect Reporting Channels

    Li, M., Alhussein, O., Sofotasios, P. C., Muhaidat, S., Yoo, P. D., Liang, J. & Wang, A., 2020, In : IEEE Transactions on Sustainable Computing. 5, 1, p. 48-60 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Exploration and exploitation of sensorimotor contingencies for a cognitive embodied agent

    Houbre, Q., Angleraud, A. & Pieters, R., 2020, ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence. Rocha, A., Steels, L. & van den Herik, J. (eds.). SCITEPRESS, Vol. 2. p. 546-554 9 p.

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

  22. 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

  23. Published

    User experience of stereo and spatial audio in 360° live music videos

    Holm, J., Väänänen, K. & Battah, A., 2020, AcademicMindtrek 2020 - Proceedings of the 23rd International Academic Mindtrek Conference: January 2020, Tampere. ACM, p. 134-141 8 p.

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

  24. 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

  25. 2019
  26. 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

  27. 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

  28. 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

  29. E-pub ahead of print

    Programming languages for data-Intensive HPC applications: A systematic mapping study

    Amaral, V., Norberto, B., Goulão, M., Aldinucci, M., Benkner, S., Bracciali, A., Carreira, P., Celms, E., Correia, L., Grelck, C., Karatza, H., Kessler, C., Kilpatrick, P., Martiniano, H., Mavridis, I., Pllana, S., Respício, A., Simão, J., Veiga, L. & Visa, A., 8 Nov 2019, In : Parallel Computing. 91, 17 p., 102584.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Action-Oriented Programming Model: Collective Executions and Interactions in the Fog

    Mäkitalo, N., Aaltonen, T., Raatikainen, M., Ometov, A., Andreev, S., Koucheryavy, Y. & Mikkonen, T., 1 Nov 2019, In : Journal of Systems and Software. 157, 110391.

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Feasibility of FPGA accelerated IPsec on cloud

    Vajaranta, M., Oinonen, A., Hämäläinen, T. D., Viitamäki, V., Markunmäki, J. & Kulmala, A., 1 Nov 2019, In : Microprocessors and Microsystems. 71, 102861.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    An icon that everyone wants to click: How perceived aesthetic qualities predict app icon successfulness

    Jylhä, H. & Hamari, J., 1 Oct 2019, In : International Journal of Human Computer Studies. 130, p. 73-85 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Automatic word count estimation from daylong child-centered recordings in various language environments using language-independent syllabification of speech

    Räsänen, O., Seshadri, S., Karadayi, J., Riebling, E., Bunce, J., Cristia, A., Metze, F., Casillas, M., Rosemberg, C., Bergelson, E. & Soderstrom, M., 1 Oct 2019, In : Speech Communication. 113, p. 63-80 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    DevOps in practice: A multiple case study of five companies

    Lwakatare, L. E., Kilamo, T., Karvonen, T., Sauvola, T., Heikkilä, V., Itkonen, J., Kuvaja, P., Mikkonen, T., Oivo, M. & Lassenius, C., 1 Oct 2019, In : Information and Software Technology. 114, p. 217-230 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    The Double Shadowed κ-μ Fading Model

    Simmons, N., Nogueira Da Silva, C. R., Cotton, S. L., Sofotasios, P. C., Ki Yoo, S. & Yacoub, M. D., 1 Oct 2019, 2019 International Conference on Wireless and Mobile Computing, Networking and Communications, WiMob 2019. IEEE, (International Conference on Wireless and Mobile Computing, Networking and Communications).

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

  36. E-pub ahead of print

    Tunable VVC Frame Partitioning based on Lightweight Machine Learning

    Amestoy, T., Mercat, A., Hamidouche, W., Menard, D. & Bergeron, C., 6 Sep 2019, In : IEEE Transactions on Image Processing.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Model checking and validity in propositional and modal inclusion logics

    Hella, L., Kuusisto, A., Meier, A. & Virtema, J., 1 Sep 2019, In : JOURNAL OF LOGIC AND COMPUTATION. 29, 5, p. 605-630 26 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    Performance analysis of single-query 6-DoF camera pose estimation in self-driving setups

    Fu, J., Pertuz, S., Matas, J. & Kämäräinen, J-K., Sep 2019, In : Computer Vision and Image Understanding. 186, p. 58-73

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Game postmortems vs. developer Reddit AMAs: Computational analysis of developer communication

    Lu, C., Peltonen, J. & Nummenmaa, T., 26 Aug 2019, Proceedings of the 14th International Conference on the Foundations of Digital Games, FDG 2019. Khosmood, F., Pirker, J., Apperley, T. & Deterding, S. (eds.). ACM, 22

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

  40. Published

    Social features in hybrid board game marketing material

    Nummenmaa, T. & Kankainen, V., 26 Aug 2019, Proceedings of the 14th International Conference on the Foundations of Digital Games, FDG 2019. Khosmood, F., Pirker, J., Apperley, T. & Deterding, S. (eds.). ACM, 67

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

  41. Published

    Are architectural smells independent from code smells? An empirical study

    Arcelli Fontana, F., Lenarduzzi, V., Roveda, R. & Taibi, D., 1 Aug 2019, In : Journal of Systems and Software. 154, p. 139-156 18 p.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Enabling cybersecurity incident reporting and coordinated handling for maritime sector

    Silverajan, B. & Vistiaho, P., 1 Aug 2019, 2019 14th Asia Joint Conference on Information Security, AsiaJCIS 2019. IEEE, p. 88-95 8 p.

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

  43. Published

    Hermitian normalized Laplacian matrix for directed networks

    Yu, G., Dehmer, M., Emmert-Streib, F. & Jodlbauer, H., 1 Aug 2019, In : Information Sciences. 495, p. 175-184 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Real-time online drilling vibration analysis using data mining

    Zare, M., Huova, M., Visa, A. & Launis, S., 19 Jul 2019, Proceedings of the 2019 2nd International Conference on Data Science and Information Technology, DSIT 2019. ACM, p. 175-180 6 p.

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

  45. Published

    High-performance SIMD implementation of the lattice-Boltzmann method on the Xeon Phi processor

    Robertsén, F., Mattila, K. & Westerholm, J., 10 Jul 2019, In : Concurrency Computation. 31, 13, 16 p., e5072.

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    Detection of Typical Pronunciation Errors in Non-native English Speech Using Convolutional Recurrent Neural Networks

    Diment, A., Fagerlund, E., Benfield, A. & Virtanen, T., 1 Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. IEEE

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

  47. Published

    User Experience Study of 360° Music Videos on Computer Monitor and Virtual Reality Goggles

    Holm, J., Väänänen, K. & Remans, M. M. R., 1 Jul 2019, Information Visualization - Biomedical Visualization and Geometric Modelling and Imaging, IV 2019. Banissi, E., Ursyn, A., McK. Bannatyne, M. W., Datia, N., Pires, J. M., Francese, R., Sarfraz, M., Wyeld, T. G., Bouali, F., Venturin, G., Azzag, H., Lebbah, M., Trutschl, M., Cvek, U., Muller, H., Nakayama, M., Kernbach, S., Caruccio, L., Risi, M., Erra, U., Vitiello, A. & Rossano, V. (eds.). IEEE, p. 81-87 7 p. (Proceedings of the International Conference on Information Visualisation).

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

  48. Published

    Public and open HEVC encoding service in the cloud

    Altonen, A., Viitanen, M., Räsänen, J., Mercat, A. & Vanne, J., 18 Jun 2019, Proceedings of the 10th ACM Multimedia Systems Conference, MMSys 2019. ACM, p. 300-303 4 p.

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

  49. Published

    Investigation of egocentric social structures for diversity-enhancing followee recommendations

    Skenderi, E., Olshannikova, E., Olsson, T., Huhtamäki, J., Koivunen, S., Yao, P. & Huttunen, H., 6 Jun 2019, ACM UMAP 2019 Adjunct - Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization. ACM, p. 257-261 5 p.

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

  50. Published

    Facilitating the first move: Exploring inspirational design patterns for aiding initiation of social encounters

    Mitchell, R. & Olsson, T., 3 Jun 2019, C&T 2019 - 9th International Conference on Communities and Technologies, Conference Proceedings. Tellioglu, H. & Cech, F. (eds.). ACM, p. 283-294 12 p.

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

  51. Published

    Towards Efficient Code Generation for Exposed Datapath Architectures

    Vadivel, K., Jordans, R., Stujik, S., Corporaal, H., Jääskeläinen, P. & Kultala, H., 27 May 2019, Proceedings of the 22nd International Workshop on Software and Compilers for Embedded Systems, SCOPES 2019. Stuijk, S. (ed.). ACM, p. 86-89 4 p.

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

  52. Published

    1-D Convolutional Neural Networks for Signal Processing Applications

    Kiranyaz, S., Ince, T., Abdeljaber, O., Avci, O. & Gabbouj, M., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 8360-8364 5 p.

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

  53. Published

    Convex Energy Optimization of Streaming Applications for MPSoCs

    Nogues, E., Mercat, A., Arrestier, F., Pelcat, M. & Menard, D., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 1557-1561 5 p.

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

  54. Published

    Deep Reinforcement Learning for Financial Trading Using Price Trailing

    Zarkias, K. S., Passalis, N., Tsantekidis, A. & Tefas, A., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 3067-3071 5 p.

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

  55. Published

    Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series

    Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 7545-7549 5 p.

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

  56. Published

    Low-latency Deep Clustering for Speech Separation

    Wang, S., Naithani, G. & Virtanen, T., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 76-80 5 p.

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

  57. Published

    Random Forest Oriented Fast QTBT Frame Partitioning

    Amestoy, T., Mercat, A., Hamidouche, W., Bergeron, C. & Menard, D., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 1837-1841 5 p.

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

  58. Published

    Time Difference of Arrival Estimation of Speech Signals Using Deep Neural Networks with Integrated Time-frequency Masking

    Pertilä, P. & Parviainen, M., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 436-440 5 p.

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

  59. Published

    Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations

    Passalis, N., Mourgias-Alexandris, G., Tsakyridis, A., Pleros, N. & Tefas, A., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 1483-1487 5 p.

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

  60. Published

    The FitOptiVis ECSEL Project: Highly Efficient Distributed Embedded Image/Video Processing in Cyber-Physical Systems Invited Pape

    Al-Ars, Z., Basten, T., Beer, A., Geilen, M., Goswami, D., Jääskeläinen, P., Kadlec, J., Alejandro, M. M., Palumbo, F., Peeren, G., Pomante, L., Linden, F. V., Saarinen, J., Säntti, T., Sau, C. & Zedda, M. K., 30 Apr 2019, ACM International Conference on Computing Frontiers 2019, CF 2019 - Proceedings. ACM, p. 333-338 6 p.

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

  61. Published

    How do academics experience use of recorded audio feedback in higher education? A thematic analysis

    Heimbirger, A., Isomottonen, V., Nieminen, P. & Keto, H., 4 Mar 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. IEEE, 8658635. (Proceedings - Frontiers in Education Conference).

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

  62. Published

    Challenges of Multi-Factor Authentication for Securing Advanced IoT Applications

    Ometov, A., Petrov, V., Bezzateev, S., Andreev, S., Koucheryavy, Y. & Gerla, M., 1 Mar 2019, In : IEEE Network. 33, 2, p. 82-88 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  63. Published

    Analysis of an efficient parallel implementation of active-set Newton algorithm

    San Juan Sebastián, P., Virtanen, T., Garcia-Molla, V. M. & Vidal, A. M., Mar 2019, In : Journal of Supercomputing. 75, 3, p. 1298-1309 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  64. Published

    Convolutional low-resolution fine-grained classification

    Cai, D., Chen, K., Qian, Y. & Kämäräinen, J-K., Mar 2019, In : Pattern Recognition Letters. 119, p. 166-171

    Research output: Contribution to journalArticleScientificpeer-review

  65. Published

    Challenges and recommended practices for software architecting in global software development

    Sievi-Korte, O., Beecham, S. & Richardson, I., 1 Feb 2019, In : Information and Software Technology. 106, p. 234-253 20 p.

    Research output: Contribution to journalArticleScientificpeer-review

  66. Published

    Additional lossless compression of JPEG images based on BPG

    Ponomarenko, M., Miroshnichenko, O., Lukin, V. & Egiazarian, K., 13 Jan 2019, Image Processing: Algorithms and Systems XVII. (IS and T International Symposium on Electronic Imaging Science and Technology).

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

  67. Published

    Combined no-reference IQA metric and its performance analysis

    Ieremeiev, O., Lukin, V., Ponomarenko, N. & Egiazarian, K., 13 Jan 2019, Image Processing: Algorithms and Systems XVII. (IS and T International Symposium on Electronic Imaging Science and Technology).

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

  68. Published

    Phase masks optimization for broadband diffractive imaging

    Ponomarenko, M., Katkovnik, V. & Egiazarian, K., 13 Jan 2019, Image Processing: Algorithms and Systems XVII. (IS and T International Symposium on Electronic Imaging Science and Technology).

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

  69. Published

    Thin form-factor super multiview head-up display system

    Akpinar, U., Sahin, E., Suominen, O. & Gotchev, A., 13 Jan 2019, Stereoscopic Displays and Applications XXX . ( IS&T International Symposium on Electronic Imaging).

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

  70. Published

    Performance evaluation of bandwidth reservation for mmWave 5G NR systems

    Begishev, V. O., Sopin, E. S., Molchanov, D. A., Samouylov, A. K., Gaidamaka, Y. V. & Samouylov, K. E., 1 Jan 2019, In : Informatsionno-Upravliaiushchie Sistemy. 5, p. 51-63 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  71. Published

    Towards detecting structural branching and cyclicity in graphs: A polynomial-based approach

    Dehmer, M., Chen, Z., Emmert-Streib, F., Mowshowitz, A., Shi, Y., Tripathi, S. & Zhang, Y., 1 Jan 2019, In : Information Sciences. 471, p. 19-28 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  72. Published

    Business intelligence process model revisited

    Hellsten, P. & Myllärniemi, J., 2019, IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Bernardino, J., Salgado, A. & Filipe, J. (eds.). SCITEPRESS, p. 341-348 8 p. (IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management; vol. 3).

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

  73. Published

    Challenges in developing data-based value creation

    Myllärniemi, J., Helander, N. & Pekkola, S., 2019, IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Bernardino, J., Salgado, A. & Filipe, J. (eds.). SCITEPRESS, p. 370-376 7 p. (IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management; vol. 3).

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

  74. Published

    Co-creating digital services for citizens: Activity theory analysis

    Jussila, J., Kukkamäki, J. & Helander, N., 2019, IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Bernardino, J., Salgado, A. & Filipe, J. (eds.). SCITEPRESS, p. 285-290 6 p. (IC3K 2019 - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management; vol. 3).

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

  75. E-pub ahead of print

    Compatible natural gradient policy search

    Pajarinen, J., Thai, H. L., Akrour, R., Peters, J. & Neumann, G., 2019, In : Machine Learning.

    Research output: Contribution to journalArticleScientificpeer-review

  76. Published

    Continuum approach to high-cycle fatigue. The finite life-time case with stochastic stress history

    Orelma, H., 2019, In : Vestnik Samarskogo Gosudarstvennogo Tekhnicheskogo Universiteta, Seriya Fiziko-Matematicheskie Nauki. 23, 3, p. 452-463 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  77. 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

  78. Published

    Institutional Perspectives on the Process of Enterprise Architecture Adoption

    Dang, D. & Pekkola, S., 2019, In : Information Systems Frontiers.

    Research output: Contribution to journalArticleScientificpeer-review

  79. 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

  80. Accepted/In press

    PyGOP: A Python library for Generalized Operational Perceptron algorithms

    Tran, D. T., Kiranyaz, S., Gabbouj, M. & Iosifidis, A., 2019, (Accepted/In press) In : Knowledge-Based Systems.

    Research output: Contribution to journalArticleScientificpeer-review

  81. Published

    Revisiting continuous deployment maturity: A two-year perspective

    Mäkinen, S., Puonti, M., Lehtonen, T., Mikkonen, T., Kilamo, T. & Männistö, T., 2019, Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing . ACM, p. 1810-1817 8 p.

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

  82. Published

    The Lord of the shares: Combining attribute-based encryption and searchable encryption for flexible data sharing

    Michalas, A., 2019, Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing . ACM, p. 146-155 10 p.

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

  83. E-pub ahead of print

    Zeffiro User Interface for Electromagnetic Brain Imaging: a GPU Accelerated FEM Tool for Forward and Inverse Computations in Matlab

    He, Q., Rezaei, A. & Pursiainen, S., 2019, In : Neuroinformatics. 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  84. 2018
  85. Published

    On the Secrecy Capacity of Fisher-Snedecor F Fading Channels

    Badarneh, O. S., Sofotasios, P. C., Muhaidat, S., Cotton, S. L., Rabie, K. & Al-Dhahir, N., 26 Dec 2018, 2018 14th International Conference on Wireless and Mobile Computing, Networking and Communications, WiMob 2018. IEEE, p. 102-107 6 p.

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

  86. Published

    The N∗Fisher-Snedecor F Cascaded Fading Model

    Badarneh, O. S., Muhaidat, S., Sofotasios, P. C., Cotton, S. L., Rabie, K. & Da Costa, D. B., 26 Dec 2018, 2018 14th International Conference on Wireless and Mobile Computing, Networking and Communications, WiMob 2018. IEEE

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

  87. Published

    Power mitigation of a heterogeneous multicore architecture on FPGA/ASIC by DFS/DVFS techniques

    Nouri, S., Rossi, D. & Nurmi, J., 1 Nov 2018, In : Microprocessors and Microsystems. 63, p. 259-268 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  88. Published

    End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation Input

    Cakir, E. & Virtanen, T., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. IEEE, 8489470

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

  89. Published

    Guidelines for development and evaluation of usage data analytics tools for human-machine interactions with industrial manufacturing systems

    Varsaluoma, J., Väätäjä, H., Heimonen, T., Tiitinen, K., Hakulinen, J., Turunen, M. & Nieminen, H., 10 Oct 2018, Mindtrek 2018 - Proceedings of the 22nd International Academic Mindtrek Conference. ACM, p. 172-181 10 p.

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

  90. Published

    Implications of audio and narration in the user experience design of virtual reality

    Kelling, C., Karhu, J., Kauhanen, O., Turunen, M., Väätäjä, H. & Lindqvist, V., 10 Oct 2018, Mindtrek 2018 - Proceedings of the 22nd International Academic Mindtrek Conference. ACM, p. 258-261 4 p.

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

  91. Published

    Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features

    Adavanne, S., Politis, A. & Virtanen, T., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. IEEE, 8489542

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

  92. Published

    Robotic process automation - Creating value by digitalizing work in the private healthcare?

    Ratia, M., Myllärniemi, J. & Helander, N., 10 Oct 2018, Mindtrek 2018 - Proceedings of the 22nd International Academic Mindtrek Conference. ACM, p. 222-227 6 p.

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

  93. Published

    Systematic literature review on user logging in virtual reality

    Luoto, A., 10 Oct 2018, Mindtrek 2018 - Proceedings of the 22nd International Academic Mindtrek Conference. ACM, p. 110-117 8 p.

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

  94. Published

    The Finnish you – An interactive storytelling application for an airport environment

    Burova, A., Kelling, C., Hakulinen, J., Kallioniemi, P., Keskinen, T., Turunen, M. & Väätäjä, H., 10 Oct 2018, Mindtrek 2018 - Proceedings of the 22nd International Academic Mindtrek Conference. ACM, p. 182-191 10 p.

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

  95. Published

    Graph measures with high discrimination power revisited: A random polynomial approach

    Dehmer, M., Chen, Z., Emmert-Streib, F., Shi, Y. & Tripathi, S., 1 Oct 2018, In : Information Sciences. 467, p. 407-414 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  96. Published

    Reproducible Evaluation of System Efficiency with a Model of Architecture: From Theory to Practice

    Pelcat, M., Mercat, A., Desnos, K., Maggiani, L., Liu, Y., Heulot, J., Nezan, J. F., Hamidouche, W., Menard, D. & Bhattacharyya, S. S., Oct 2018, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 37, 10, p. 2050-2063

    Research output: Contribution to journalArticleScientificpeer-review

  97. Published

    Designing for experiences with socially interactive robots

    Obaid, M., Kaipainen, K., Ocnarescu, I. & Ahtinen, A., 29 Sep 2018, NordiCHI 2018: Revisiting the Life Cycle - Proceedings of the 10th Nordic Conference on Human-Computer Interaction. ACM, p. 948-951 4 p.

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

  98. Published

    Understanding animals: A critical challenge in ACI

    Aspling, F., Juhlin, O. & Väätäjä, H., 29 Sep 2018, NordiCHI 2018: Revisiting the Life Cycle - Proceedings of the 10th Nordic Conference on Human-Computer Interaction. ACM, p. 148-160 13 p.

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

  99. Published

    A joint target localization and classification framework for sensor networks

    Lee, K., Riggan, B. S. & Bhattacharyya, S. S., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 3076-3080 5 p. 8462641

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

  100. Published

    Estimation of time-varying room impulse responses of multiple sound sources from observed mixture and isolated source signals

    Nikunen, J. & Virtanen, T., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 421-425 5 p. 8462535. ( Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

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

  101. Published

    Low-energy graph fourier basis functions span salient objects

    Malik, J., Aytekin, C. & Gabbouj, M., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 1548-1552 5 p. 8462672

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

  102. Published

    Statistical Evaluation of Visual Quality Metrics for Image Denoising

    Egiazarian, K., Ponomarenko, M., Lukin, V. & Ieremeiev, O., 10 Sep 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 6752-6756 5 p. 8462294

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

  103. Published

    Low latency edge rendering scheme for interactive 360 degree virtual reality gaming

    Viitanen, M., Vanne, J., Hämäläinen, T. D. & Kulmala, A., 19 Jul 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. IEEE, p. 1557-1560 4 p.

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

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