Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2019
  2. Published

    Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis

    Thanh Tran, D., Iosifidis, A., Kanniainen, J. & Gabbouj, M., May 2019, In : IEEE Transactions on Neural Networks and Learning Systems . 30, 5, p. 1407-1418 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Why Do Developers Adopt Open Source Software? Past, Present and Future

    Lenarduzzi, V., Tosi, D., Lavazza, L. & Morasca, S., May 2019, Open Source Systems: 15th IFIP WG 2.13 International Conference, OSS 2019, Montreal, QC, Canada, May 26–27, 2019. Springer, p. 104-115 (IFIP Advances in Information and Communication Technology; vol. 556).

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

  4. 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

  5. Published

    Attaining Learning Objectives by Ontological Reasoning using Digital Twins

    David, J., Lobov, A. & Lanz, M., 23 Apr 2019, In : Procedia Manufacturing. 31, p. 349-355 55.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Cycle-consistent Adversarial Networks for Non-parallel Vocal Effort Based Speaking Style Conversion

    Seshadri, S., Juvela, L., Yamagishi, J., Räsänen, O. & Alku, P., 17 Apr 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 6835-6839 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing).

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

  7. Published

    Learning to Rank: A Progressive Neural Network Learning Approach

    Tran, D. T. & Iosifidis, A., 17 Apr 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 8355-8359 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing).

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

  8. Published

    Low-Power Programmable Processor for Fast Fourier Transform Based on Transport Triggered Architecture

    Zadnik, J. & Takala, J., 17 Apr 2019, 2019 IEEE International Conference on Acoustics, Speech and Signal Processing Proceedings. IEEE

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

  9. Published

    Sound Event Envelope Estimation in Polyphonic Mixtures

    Martín-Morató, I., Mesaros, A., Heittola, T., Virtanen, T., Cobos, M. & Ferri, F. J., 17 Apr 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 935-939 5 p. (IEEE International Conference on Acoustics, Speech and Signal Processing).

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

  10. Published

    A Semantic Meta-Model Repository for Lightweight M2M

    Silverajan, B., Zhao, H. & Kamath, A., 11 Apr 2019, 2018 IEEE International Conference on Communication Systems, ICCS 2018. IEEE, p. 468-472 5 p.

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

  11. Published

    Stages of User Engagement on Social Commerce Platforms: Analysis with the Navigational Clickstream Data

    Kumar, A., Salo, J. & Li, H., 3 Apr 2019, In : INTERNATIONAL JOURNAL OF ELECTRONIC COMMERCE. 23, 2, p. 179-211 33 p.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Automatic detection of water inside concrete slabs using ground penetrating radar

    Khan, M. A., Vehmas, R. & Visa, A., 1 Apr 2019, 2019 IEEE Radar Conference, RadarConf 2019. IEEE

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

  13. Published

    Local Time-Domain Spherical Harmonic Spatial Encoding for Wave-Based Acoustic Simulation

    Bilbao, S., Politis, A. & Hamilton, B., 1 Apr 2019, In : IEEE Signal Processing Letters. 26, 4, p. 617-621 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Monitoring of production processes and the condition of the production equipment through the internet

    Halme, J., Jantunen, E., Hastbacka, D., Hegedus, C., Varga, P., Bjorkbom, M., Mesia, H., More, R., Jaatinen, A., Barna, L., Tuominen, P., Pettinen, H., Elo, M. & Larranaga, M., 1 Apr 2019, 2019 6th International Conference on Control, Decision and Information Technologies, CoDIT 2019. IEEE, p. 1295-1300 6 p.

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

  15. Published

    Web of Things Semantic Functionality Distance

    Robles, M. I., Silverajan, B. & Narendra, N. C., 1 Apr 2019, 2019 26th International Conference on Telecommunications, ICT 2019. IEEE, p. 260-264 5 p.

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

  16. Published

    Deep Learning in Image Cytometry: A Review

    Gupta, A., Harrison, P. J., Wieslander, H., Pielawski, N., Kartasalo, K., Partel, G., Solorzano, L., Suveer, A., Klemm, A. H., Spjuth, O., Sintorn, I. M. & Wählby, C., Apr 2019, In : Cytometry Part A. 95, 4, p. 366-380

    Research output: Contribution to journalReview ArticleScientificpeer-review

  17. Published

    Employing Knowledge on Causal Relationship to Assist Multidisciplinary Design Optimization

    Wu, D., Coatanea, E. & Wang, G. G., Apr 2019, In : Journal of Mechanical Design, Transactions of the ASME. 141, 4, 041402.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Big Data in 5G Distributed Applications

    Nejkovic, V., Visa, A., Tosic, M., Petrovic, N., Valkama, M., Koivisto, M., Talvitie, J., Rancic, S., Grzonka, D., Tchorzewski, J., Kuonen, P. & Gortazar, F., 26 Mar 2019, High-Performance Modelling and Simulation for Big Data Applications: Selected Results of the COST Action IC1406 cHiPSet. Kolodziej, J. & González-Vélez, H. (eds.). Cham: Springer International Publishing, p. 138-162 25 p. (Lecture Notes in Computer Science; vol. 11400).

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

  19. Published

    Continuous Analysis of Running Mechanics by Means of an Integrated INS/GPS Device

    Davidson, P., Virekunnas, H., Sharma, D., Piché, R. & Cronin, N., 26 Mar 2019, In : Sensors (Basel, Switzerland). 19, 6, 1480.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Evaluation of Regression Models: Model Assessment, Model Selection and Generalization Error

    Emmert-Streib, F. & Dehmer, M., 22 Mar 2019, In : Machine Learning and Knowledge Extraction. 1, 1, p. 521-551

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Robust and Model Predictive Control for Boundary Control Systems

    Humaloja, J-P., 15 Mar 2019, Tampere University. 26 p. (Tampere University Dissertations; vol. 32)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  22. Published

    Implementing a Microservices System with Blockchain Smart Contracts

    Tonelli, R., Lunesu, M. I., Pinna, A., Taibi, D. & Marchesi, M., 14 Mar 2019, 2019 IEEE International Workshop on Blockchain Oriented Software Engineering (IWBOSE). IEEE, p. 22-31 10 p.

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

  23. Published

    DGC-Net: Dense geometric correspondence network

    Melekhov, I., Tiulpin, A., Sattler, T., Pollefeys, M., Rahtu, E. & Kannala, J., 4 Mar 2019, 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. IEEE, p. 1034-1042 9 p. (IEEE Winter Conference on Applications of Computer Vision).

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

  24. Published

    Digging deeper into egocentric gaze prediction

    Tavakoli, H. R., Rahtu, E., Kannala, J. & Borji, A., 4 Mar 2019, 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. IEEE, p. 273-282 10 p. (IEEE Winter Conference on Applications of Computer Vision).

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

  25. 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

  26. Published

    A Framework for Design and Implementation of Adaptive Digital Predistortion Systems

    Li, L., Deaville, P., Sapio, A., Anttila, L., Valkama, M., Wolf, M. & Bhattacharyya, S. S., 1 Mar 2019, Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019. IEEE, p. 112-116 5 p.

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

  27. Published

    Elastic Neural Networks for Classification

    Zhou, Y., Bai, Y., Bhattacharyya, S. S. & Huttunen, H., 1 Mar 2019, Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019. IEEE, p. 251-255 5 p.

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

  28. Published

    Noise measurements from reconstructed digital breast tomosynthesis

    Vimieiro, R. B., Borges, L. R., Caron, R. F., Barufaldi, B., Bakic, P. R., Maidment, A. D. A. & Vieira, M. A. C., 1 Mar 2019, Medical Imaging 2019: Physics of Medical Imaging. Schmidt, T. G., Chen, G-H. & Bosmans, H. (eds.). SPIE, IEEE, 109480C. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10948).

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

  29. 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

  30. 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

  31. Published

    Cumulative Attribute Space Regression for Head Pose Estimation and Color Constancy

    Chen, K., Jia, K., Huttunen, H., Matas, J. & Kämäräinen, J., Mar 2019, In : Pattern Recognition. 87, p. 29-37

    Research output: Contribution to journalArticleScientificpeer-review

  32. Accepted/In press

    How do small and medium-sized game companies use analytics? An attention-based view of game analytics

    Mäntymäki, M., Hyrynsalmi, S. & Koskenvoima, A., Mar 2019, (Accepted/In press) In : Information Systems Frontiers.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Moving mathematics out of the classroom: Using mobile technology to enhance spontaneous focusing on quantitative relations

    McMullen, J., Hannula-Sormunen, M., Kainulainen, M., Kiili, K. & Lehtinen, E., Mar 2019, In : British Journal of Educational Technology. 50, 2, p. 562-573 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Technostress and social networking services: Explaining users' concentration, sleep, identity, and social relation problems

    Salo, M., Pirkkalainen, H. & Koskelainen, T., Mar 2019, In : Information Systems Journal. 29, 2, p. 408-435 28 p.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Layered approach for improving the quality of free-viewpoint depth-image-based rendering images

    Smirnov, S., Battisti, F. & Gotchev, A., 27 Feb 2019, In : Journal of Electronic Imaging. 28, 1, 013049.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    LordCore: Energy-Efficient OpenCL-Programmable Software-Defined Radio Coprocessor

    Kultala, H., Viitanen, T., Berg, H., Jääskeläinen, P., Multanen, J., Kokkonen, M., Raiskila, K., Zetterman, T. & Takala, J., 26 Feb 2019, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 27, 5, p. 1029-1042

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Programmable and Scalable Architecture for Graphics Processing Units

    de La Lama, C. S., Jääskeläinen, P., Kultala, H. & Takala, J., 23 Feb 2019, Transactions on High-Performance Embedded Architectures and Compilers V. Stenström, P., Silvano, C., Bertels, K. & Schulte, M. (eds.). Springer Nature, p. 21-38 (Lecture Notes in Computer Science; vol. 11225).

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

  38. Published

    Cloud computing as a facilitator for web service composition in factory automation

    Puttonen, J., Lobov, A., Cavia Soto, M. A. & Martinez Lastra, J. L., 20 Feb 2019, In : Journal of Intelligent Manufacturing. 30, 2, p. 687-700 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    A mathematical model and iterative inversion for fluorescent optical projection tomography

    Koljonen, V., Koskela, O., Montonen, T., Rezaei, A., Belay, B., Figueiras, E., Hyttinen, J. & Pursiainen, S., 18 Feb 2019, In : Physics in Medicine and Biology. 64, 4, 045017.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Global Genetics Research in Prostate Cancer: A Text Mining and Computational Network Theory Approach

    Azam, M. F., Musa, A., Dehmer, M., Yli-Harja, O. & Emmert-Streib, F., 14 Feb 2019, In : Frontiers in Genetics. 10, p. 70

    Research output: Contribution to journalArticleScientificpeer-review

  41. Published

    A comprehensive survey of error measures for evaluating binary decision making in data science

    Emmert-Streib, F., Moutari, S. & Dehmer, M., 8 Feb 2019, In : Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 9, 5, p. e1303

    Research output: Contribution to journalReview ArticleScientificpeer-review

  42. Published

    Reduction of Limited Angle Artifacts in Medical Tomography via Image Reconstruction

    Us, D., 8 Feb 2019, Tampere University. 62 p. (Tampere University Dissertations; vol. 17)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  43. E-pub ahead of print

    DR-GAN: Automatic Radial Distortion Rectification Using Conditional GAN in Real-Time

    Liao, K., Lin, C., Zhao, Y. & Gabbouj, M., 7 Feb 2019, In : IEEE Transactions on Circuits and Systems for Video Technology.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    A proposal for introducing digitalization in a city administration

    Hellsten, P. & Okkonen, J., 5 Feb 2019, Information Technology and Systems: ICITS: International Conference on Information Technology & Systems. Rocha, Á., Ferrás, C. & Paredes, M. (eds.). Springer, Cham, p. 83-92 10 p. (Advances in intelligent systems and computing; vol. 918).

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

  45. 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

  46. Published

    Mobile tracking in mixed line-of-sight/non-line-of-sight conditions: Algorithms and theoretical lower bound.

    Chen, L., Ali-Löytty, S., Piche, R. & Lenan, W., 1 Feb 2019, Handbook of Position Location: Theory, Practice, and Advances, 2nd Edition. Zekavat, R. & Buehrer, R. M. (eds.). 2 ed. WILEY-IEEE PRESS, p. 637-660 24 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  47. Published

    Regulation of asymmetries in the kinetics and protein numbers of bacterial gene expression

    Startceva, S., Kandavalli, V. K., Visa, A. & Ribeiro, A. S., 1 Feb 2019, In : Biochimica et Biophysica Acta - Gene Regulatory Mechanisms. 1862, 2, p. 119-128 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Published

    An Integrated Hardware/Software Design Methodology for Signal Processing Systems

    Li, L., Sau, C., Fanni, T., Li, J., Viitanen, T., Christophe, F., Palumbo, F., Raffo, L., Huttunen, H., Takala, J. & Bhattacharyya, S. S., Feb 2019, In : Journal of Systems Architecture. 93, p. 1-19

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Guest Editorial: Special Issue on Machine Learning Implementations

    Huttunen, H., Chen, K. & Zhang, Z., Feb 2019, In : Journal of Signal Processing Systems. 91, 2, p. 115-116

    Research output: Contribution to journalArticleScientific

  50. Published

    Special Issue: Machine Learning Implementations

    Huttunen, H., Chen, K. & Zhang, Z., Feb 2019, In : Journal of Signal Processing Systems. 91, 2

    Research output: Contribution to journalSpecial issueScientificpeer-review

  51. Published

    Esports: Final Report

    Sjöblom, M. (ed.), Hamari, J. (ed.), Jylhä, H. (ed.), Macey, J. & Törhönen, M., 23 Jan 2019, Tampere University. 60 p.

    Research output: Book/ReportCommissioned reportProfessional

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