Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2019
  2. Published

    Architecture for Safe Human-Robot Collaboration: Multi-Modal Communication in Virtual Reality for Efficient Task Execution

    Shu, B., Sziebig, G. & Pieters, R., 1 Jun 2019, 2019 IEEE 28th International Symposium on Industrial Electronics, ISIE 2019. IEEE, p. 2297-2302 6 p.

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

  3. Published

    Automatic numerical differentiation by maximum likelihood estimation of a linear Gaussian state space model

    Piche, R., 1 Jun 2019, 2019 18th European Control Conference, ECC 2019. IEEE, p. 1861-1865 5 p.

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

  4. Published

    Diffusion of innovation: Case of co-design of cabins in mobile work machine industry

    Ellman, A. & Tiainen, T., 1 Jun 2019, In : Computers. 8, 2, 39.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Dual and single polarized sar image classification using compact convolutional neural networks

    Ahishali, M., Kiranyaz, S., Ince, T. & Gabbouj, M., 1 Jun 2019, In : Remote Sensing. 11, 11, 1340.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Face verification and recognition for digital forensics and information security

    Amato, G., Falchi, F., Gennaro, C., Massoli, F. V., Passalis, N., Tefas, A., Trivilini, A. & Vairo, C., 1 Jun 2019, 7th International Symposium on Digital Forensics and Security, ISDFS 2019. Varol, A., Karabatak, M., Varol, C. & Teke, S. (eds.). IEEE

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

  7. Published

    Sound Event Detection in the DCASE 2017 Challenge

    Mesaros, A., Diment, A., Elizalde, B., Heittola, T., Vincent, E., Raj, B. & Virtanen, T., 1 Jun 2019, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 27, 6, p. 992-1006 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Technical Note: Noise models for virtual clinical trials of digital breast tomosynthesis

    Borges, L. R., Barufaldi, B., Caron, R. F., Bakic, P. R., Foi, A., Maidment, A. D. A. & Vieira, M. A. C., 1 Jun 2019, In : Medical Physics. 46, 6, p. 2683-2689 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Approximate robust output regulation of boundary control systems

    Humaloja, J. P., Kurula, M. & Paunonen, L., Jun 2019, In : IEEE Transactions on Automatic Control. 64, 6, p. 2210-2223

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Blockwise Multi-Order Feature Regression for Real-Time Path Tracing Reconstruction

    Koskela, M., Immonen, K., Mäkitalo, M., Foi, A., Viitanen, T., Jääskeläinen, P., Kultala, H. & Takala, J., Jun 2019, In : ACM Transactions on Graphics. 38, 5, 138.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Business catalysts for the Circular Economy innovations

    Aarikka-Stenroos, L. & Ranta, V., Jun 2019, Proceedings of The XXX ISPIM INNOVATION CONFERENCE - Celebrating Innovation - 500 Years Since Da Vinci : 16-19 June 2019 - Florence, Italy. International Society for Professional Innovation Management ISPIM

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

  12. Published

    Does gamification satisfy needs? A study on the relationship between gamification features and intrinsic need satisfaction

    Xi, N. & Hamari, J., Jun 2019, In : International Journal of Information Management. 46, p. 210 - 221

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Object Tracking by Reconstruction with View-Specific Discriminative Correlation Filters

    Kart, U., Lukezic, A., Kristan, M., Kämäräinen, J-K. & Matas, J., Jun 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, (IEEE/CVF Conference on Computer Vision and Pattern Recognition).

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

  14. Published

    On Finding Gray Pixels

    Qian, Y., Kämäräinen, J., Nikkanen, J. & Matas, J., Jun 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 8054-8062 9 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition).

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

  15. Published

    Patterns of Enterprise Architecture Adoption in the Public Sector: A Resource-Based Perspective

    Dang, D., Vartiainen, T. & Pekkola, S., Jun 2019, Proceedings of the 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Association for Information Systems, 16 p. 53

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

  16. Published

    Projections for Approximate Policy Iteration Algorithms

    Akrour, R., Pajarinen, J., Neumann, G. & Peters, J., Jun 2019, 36th International Conference on Machine Learning, ICML 2019. PMLR, p. 267-276

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

  17. Published

    Rethinking the Evaluation of Video Summaries

    Otani, M., Nakashima, Y., Rahtu, E. & Heikkilä, J., Jun 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 7588-7596 9 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition).

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

  18. E-pub ahead of print

    Heterogeneous Multilayer Generalized Operational Perceptron

    Tran, D. T., Kiranyaz, S., Gabbouj, M. & Iosifidis, A., 31 May 2019, In : IEEE Transactions on Neural Networks and Learning Systems . 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Depth Estimation from Motion Parallax: Experimental Evaluation

    Davidson, P., Mansour, M., Stepanov, O. & Piche, R., 30 May 2019, 2019 26th Saint Petersburg International Conference on Integrated Navigation Systems (ICINS). IEEE

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

  20. 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

  21. Published

    Software engineering studies attractiveness for the highly educated women planning to change career in Finland

    Hyrynsalmi, S. & Hyrynsalmi, S., 25 May 2019, Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings (ICSE '19). IEEE, p. 304-305 2 p.

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

  22. Published

    Systems Pharmacogenomic Landscape of Drug Similarities from LINCS data: Drug Association Networks

    Musa, A., Tripathi, S., Dehmer, M., Yli-Harja, O., Kauffman, S. A. & Emmert-Streib, F., 24 May 2019, In : Scientific Reports. 9, 1, 7849.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Understanding the Usage of Anonymous Onion Services: Empirical Experiments to Study Criminal Activities in the Tor Network

    Nurmi, J., 24 May 2019, Tampere University. 98 p. (Tampere University Dissertations; vol. 62)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  24. Published

    What motivates adult age women to make a career change to the software industry?

    Hyrynsalmi, S. & Hyrynsalmi, S., 23 May 2019, 2019 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC). IEEE, p. 1-8 8 p.

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

  25. Published

    Bridging the gap between software architecture and business model development: A literature study

    Hyrynsalmi, S., Rauti, S. & Kaila, E., 20 May 2019, Proceedings of the 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2019). Skala, K. (ed.). IEEE, p. 1763-1768 6 p.

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

  26. Published

    E-Government Ecosystem: A new view to explain complex phenomenon

    Rantanen, M., Koskinen, J. & Hyrynsalmi, S., 20 May 2019, Proceedings of the 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2019). Skala, K. (ed.). IEEE, p. 1640-1645 6 p.

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

  27. Published

    Port Contention for Fun and Profit

    Cabrera Aldaya, A., Brumley, B. B., ul Hassan, S., Pereida García, C. & Tuveri, N., 20 May 2019, 2019 IEEE Symposium on Security and Privacy (SP) (2019). San Francisco, CA, US: IEEE, p. 1037-1054 18 p.

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

  28. Published

    Hyperspectral phase imaging with denoising in SVD image subspace

    Katkovnik, V., Shevkunov, I., Claus, D., Pedrini, G. & Egiazarian, K., 19 May 2019, Digital Holography and Three-Dimensional Imaging 2019. Optical Society of America

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

  29. Published

    Regularization in Machine Learning with Applications in Biology

    Hassan, S. S., 17 May 2019, Tampere University. 81 p. (Tampere University Dissertations; vol. 59)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  30. Published

    Large-Scale Simultaneous Inference with Hypothesis Testing: Multiple Testing Procedures in Practice

    Emmert-Streib, F. & Dehmer, M., 15 May 2019, In : Machine Learning and Knowledge Extraction. 1, 2, p. 653-683

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Advanced Feature Extraction for Classification of Long-Term Epileptic Electroencephalography Records

    Samiee, K., 10 May 2019, Tampere University. 57 p. (Tampere University Dissertations; vol. 46)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  32. Published

    Asterism: Decentralized file sharing application for mobile devices

    Heinisuo, O-P., Lenarduzzi, V. & Taibi, D., 9 May 2019, 2019 7th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering, MobileCloud 2019. IEEE, p. 38-47 10 p.

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

  33. Published

    Architectural Smells Detected by Tools: A Catalogue Proposal

    Azadi, U., Fontana, F. A. & Taibi, D., 8 May 2019, 2019 IEEE/ACM International Conference on Technical Debt (TechDebt). Piscataway, NJ, USA: IEEE, p. 88-97 10 p.

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

  34. Published

    Probabilistic assessment of the impact of bottom sediment on doses to humans from a groundwater-mediated radionuclide release in a farm-lake scenario

    Pohjola, J., Turunen, J., Lipping, T. & Ikonen, A., 3 May 2019, In : JOURNAL OF RADIOLOGICAL PROTECTION. 39, 2, p. 564–578 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  35. 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

  36. Published

    Artificial intelligence yesterday, today and tomorrow

    Jaakkola, H., Henno, J., Mäkelä, J. & Thalheim, B., 1 May 2019, 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings. Skala, K., Car, Z., Pale, P., Huljenic, D., Janjic, M., Koricic, M., Sruk, V., Ribaric, S., Grbac, T. G., Butkovic, Z., Cicin-Sain, M., Skvorc, D., Mauher, M., Babic, S., Gros, S., Vrdoljak, B. & Tijan, E. (eds.). IEEE, p. 860-867 8 p.

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

  37. Published

    Complex-domain Joint Broadband Hyperspectral Image Denoising

    Katkovnik, V., Shevkunov, I., Claus, D., Pedrini, G. & Egiazarian, K., 1 May 2019, In : Sensors and Transducers. 233, 5, p. 33-39 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. 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

  39. Published

    Deep Learning for Audio Signal Processing

    Purwins, H., Li, B., Virtanen, T., Schlüter, J., Chang, S. Y. & Sainath, T., 1 May 2019, In : IEEE Journal on Selected Topics in Signal Processing. 13, 2, p. 206-219 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  40. 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

  41. 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

  42. Published

    Intelligent data service for farmers

    Linna, P., Narra, N. & Grönman, J., 1 May 2019, 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings. Skala, K., Car, Z., Pale, P., Huljenic, D., Janjic, M., Koricic, M., Sruk, V., Ribaric, S., Grbac, T. G., Butkovic, Z., Cicin-Sain, M., Skvorc, D., Mauher, M., Babic, S., Gros, S., Vrdoljak, B. & Tijan, E. (eds.). IEEE, p. 1072-1075 4 p.

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

  43. Published

    On properties of distance-based entropies on fullerene graphs

    Ghorbani, M., Dehmer, M., Rajabi-Parsa, M., Mowshowitz, A. & Emmert-Streib, F., 1 May 2019, In : Entropy. 21, 5, 482.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Open framework for mammography-based breast cancer risk assessment

    Pertuz, S., Torres, G. F., Tamimi, R. & Kämäräinen, J., 1 May 2019, 2019 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2019 - Proceedings. IEEE

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

  45. 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

  46. Published

    Teaching for virtual work

    Henno, J., Jaakkola, H. & Mäkelä, J., 1 May 2019, 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019 - Proceedings. Skala, K., Car, Z., Pale, P., Huljenic, D., Janjic, M., Koricic, M., Sruk, V., Ribaric, S., Grbac, T. G., Butkovic, Z., Cicin-Sain, M., Skvorc, D., Mauher, M., Babic, S., Gros, S., Vrdoljak, B. & Tijan, E. (eds.). IEEE, p. 818-826 9 p.

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

  47. 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

  48. 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

  49. Published

    Are We There Yet? A Study on the State of High-level Synthesis

    Lahti, S., Sjövall, P., Vanne, J. & Hämäläinen, T. D., May 2019, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 38, 5, p. 898-911

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    On the complexity of restoring corrupted colorings

    De Biasi, M. & Lauri, J., May 2019, In : Journal of Combinatorial Optimization. 37, 4, p. 1150-1169 20 p.

    Research output: Contribution to journalArticleScientificpeer-review

  51. 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

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