Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2018
  2. Published

    Towards Complex Nonnegative Matrix Factorization with the Beta-Divergence

    Magron, P. & Virtanen, T., Sep 2018, 2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC). IEEE, p. 156-160

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

  3. Published

    Unsupervised calibration of RGB-NIR capture pairs utilizing dense multimodal image correspondences

    Gama, F., Georgiev, M. & Gotchev, A., Sep 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, p. 2145-2149 5 p.

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

  4. Published

    Automatic Sleep Arousal Detection Using State Distance Analysis in Phase Space

    Zabihi, M., Rad, A. B., Sarkka, S., Kiranyaz, S., Katsaggelos, A. K. & Gabbouj, M., 1 Sep 2018, Computing in Cardiology Conference, CinC 2018. IEEE COMPUTER SOCIETY PRESS, (Computing in Cardiology; vol. 2018-September).

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

  5. Published

    Comparative analysis of tissue reconstruction algorithms for 3D histology

    Kartasalo, K., Latonen, L., Vihinen, J., Visakorpi, T., Nykter, M. & Ruusuvuori, P., 1 Sep 2018, In : Bioinformatics. 34, 17, p. 3013-3021 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    ECG Rhythm Analysis during Manual Chest Compressions Using an Artefact Removal Filter and Random Forest Classifiers

    Isasi, I., Rad, A. B., Irusta, U., Zabihi, M., Aramendi, E., Eftestol, T., Kramer-Johansen, J. & Wik, L., 1 Sep 2018, Computing in Cardiology Conference, CinC 2018. IEEE, (Computing in Cardiology; vol. 2018-September).

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

  7. Published

    Feature-Based Cardiac Cycle Segmentation in Phonocardiogram Recordings

    Taipalmaa, J., Zabihi, M., Gabbouj, M. & Kiranyaz, S., 1 Sep 2018, Computing in Cardiology Conference, CinC 2018. IEEE, (Computing in Cardiology; vol. 2018-September).

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

  8. Published

    Improving efficiency in convolutional neural networks with multilinear filters

    Tran, D. T., Iosifidis, A. & Gabbouj, M., 1 Sep 2018, In : Neural Networks. 105, p. 328-339 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Inertial Odometry on Handheld Smartphones

    Solin, A., Cortes, S., Rahtu, E. & Kannala, J., 5 Sep 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. IEEE, p. 1361-1368 8 p. 8455482

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

  10. Published

    Web User Interface Implementation Technologies: An Underview

    Taivalsaari, A., Mikkonen, T., Systä, K. & Pautasso, C., 5 Sep 2018, 14th International Conference on Web Information Systems and Technologies. SCITEPRESS, p. 127-136 10 p.

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

  11. Published

    Acceleration Approaches for Big Data Analysis

    Muravev, A., Thanh Tran, D., Iosifidis, A., Kiranyaz, S. & Gabbouj, M., 6 Sep 2018, 2018 25th IEEE International Conference on Image Processing (ICIP). IEEE

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

  12. Published

    Design of the platform ecosystem – healthcare case in patients with Parkinson’s disease

    Ruokolainen, J., Jauhiainen, M., Puustinen, J. & Nieminen, H., 7 Sep 2018.

    Research output: Other conference contributionPaper, poster or abstractScientific

  13. 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

  14. 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

  15. 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

  16. 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

  17. Published

    Structural Similarity Index with Predictability of Image Blocks

    Ponomarenko, M., Egiazarian, K., Lukin, V. & Abramova, V., 10 Sep 2018, 2018 IEEE 17th International Conference on Mathematical Methods in Electromagnetic Theory, MMET 2018 - Proceedings. IEEE COMPUTER SOCIETY PRESS, Vol. 2018-July. p. 115-118 4 p. 8460285

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

  18. Published

    From Legos and Logos to Lambda: A Hypothetical Learning Trajectory for Computational Thinking

    Niemelä, P., 14 Sep 2018, Tampere University of Technology. 68 p. (Tampere University of Technology. Publication; vol. 1565)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  19. Published

    A Consequence of AI on Engineering Education: Growing Demand for Deeper Understanding

    Korpela, A. & Mikkonen, R., 17 Sep 2018, Proceedings of the SEFI annual conference 17-22 September 2018. Clark, R., Hussmann, P., Järvinen, H-M., Murphy, M. & Vigild, M. (eds.). Copenhagen: European Society for Engineering Education SEFI, p. 244-252

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

  20. Published

    Development of an anonymous online course feedback system for improving students’ learning experience in engineering higher education

    Sipilä, E., Selänne, S. & Pyrhönen, V-P., 17 Sep 2018, Proceedings of the 46th SEFI 2018 Annual Conference: Copenhagen, Denmark 17-21 September 2018. Clark, R., Munkebo Hussmann, P., Järvinen, H-M., Murphy, M. & Etchells Vigild, M. (eds.). Copenhagen, Denmark: European Society for Engineering Education SEFI, p. 1258-1265 8 p.

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

  21. Published

    Industrial impact on courses in software enginering: an empirical study on contents of software engineering courses in 1990-2016

    Järvinen, H-M., 17 Sep 2018, Proceedings of the SEFI annual conference 17-22 September 2018. Clark, R., Hussmann, P., Järvinen, H-M., Murphy, M. & Vigild, M. (eds.). Copenhagen: European Society for Engineering Education SEFI, p. 928-935 8 p.

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

  22. Published

    Do we have what is needed to change everything? A survey of Finnish software business on labour shortage and its potential impacts

    Hyrynsalmi, S., Rantanen, M. & Hyrynsalmi, S., 19 Sep 2018, This Changes Everything – ICT and Climate Change: What Can We Do?: 13th IFIP TC 9 International Conference on Human Choice and Computers, HCC13 2018, Held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 19–21, 2018, Proceedings. Kreps, D., Kimppa, K., Leenen, L. & Ess, C. (eds.). Springer, p. 111-122 12 p. (IFIP Advances in Information and Communication Technology).

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

  23. Published

    Handbook of Signal Processing Systems

    Bhattacharyya, S. (ed.), Deprettere, E. F. (ed.), Leupers, R. (ed.) & Takala, J. (ed.), 20 Sep 2018, 3 ed. Springer. 1210 p.

    Research output: Book/ReportAnthologyScientificpeer-review

  24. 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

  25. 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

  26. Published

    A Framework for Evaluating Security in Multi-Cloud Environments

    Afolaranmi, S. O., Ramis Ferrer, B. & Martinez Lastra, J. L., Oct 2018, IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society. IEEE, p. 3059-3066 8 p.

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

  27. Published

    Analysis of User Exploration Patterns during Scene Cuts in Omnidirectional Videos

    Monakhov, D., Naik, D., Curcio, I. D. D. & Toukomaa, H., Oct 2018, SMPTE 2018. SMPTE, 20 p.

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

  28. Published

    Bottom-Up Attention Guidance for Recurrent Image Recognition

    Tavakoli, H. R., Borji, A., Anwer, R. M., Rahtu, E. & Kannala, J., Oct 2018, 2018 25th IEEE International Conference on Image Processing (ICIP). IEEE, p. 3004-3008 5 p.

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

  29. Published

    Data-driven and Event-driven Integration Architecture for Plant-wide Industrial Process Monitoring and Control

    Hästbacka, D., Kannisto, P. & Vilkko, M., Oct 2018, IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society. IEEE, p. 2979-2985 7 p.

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

  30. Published

    Design Flow for Portable Dataflow Programming of Heterogeneous Platforms

    Boutellier, J. & Lunnikivi, H., Oct 2018, 2018 Conference on Design and Architectures for Signal and Image Processing. IEEE

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

  31. Published

    Feature Dimensionality Reduction with Graph Embedding and Generalized Hamming Distance

    Zhang, H. & Gabbouj, M., Oct 2018, 2018 25th IEEE International Conference on Image Processing (ICIP). IEEE, p. 1083-1087 5 p.

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

  32. Published

    Generalized Graph Connections for Dataflow Modeling of DSP Applications

    Liu, Y., Barford, L. & Bhattacharyya, S. S., Oct 2018, 2018 IEEE International Workshop on Signal Processing Systems (SiPS). IEEE, 6 p.

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

  33. Published

    Guest Editorial Special Issue on Multimedia Big Data in Internet of Things

    Ma, H., Yu, S., Gabbouj, M. & Mueller, P., Oct 2018, In : IEEE Internet of Things Journal. 5, 5, p. 3405-3407 3 p., 8534720.

    Research output: Contribution to journalEditorialScientific

  34. Published

    Indoor Localisation using Aroma Fingerprints: Comparing Nearest Neighbour Classification Accuracy using Different Distance Measures

    Minaev, G., Müller, P., Visa, A. & Piché, R., Oct 2018, 2018 7th International Conference on Systems and Control (ICSC): 24-26 Oct. 2018, Valencia, Spain. Valencia, Spain: IEEE, 6 p.

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

  35. Published

    LoTTA: Energy-Efficient Processor for Always-on Applications

    Multanen, J., Kultala, H., Jääskeläinen, P., Viitanen, T., Tervo, A. & Takala, J., Oct 2018, 2018 IEEE International Workshop on Signal Processing Systems (SiPS). IEEE

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

  36. Published

    Modeling Bus Travel Experience to Guide the Design of Digital Services for the Bus Context

    Hilden, E., Väänänen, K. & Syrman, S., Oct 2018, Proceedings of the 22nd International Academic Mindtrek Conference. New York: ACM, p. 143-152 10 p.

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

  37. Published

    Playfulness and progression in technology-enhanced social experiences between nearby strangers

    Paasovaara, S., Väänänen, K., Malapaschas, A., Olshannikova, E., Olsson, T., Jarusriboonchai, P., Hosek, J. & Masek, P., Oct 2018, Proceedings of the 10th Nordic Conference on Human-Computer Interaction. New York: ACM, p. 537-548 12 p.

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

  38. Published

    Quantified Factory Worker – Expert Evaluation and Ethical Considerations of Wearable Self-tracking Devices

    Heikkilä, P., Honka, A., Mach, S., Schmalfuss, F., Kaasinen, E. & Väänänen, K., Oct 2018, Proceedings of the 22nd International Academic Mindtrek Conference (Mindtrek '18). New York: ACM, p. 202-211 10 p.

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

  39. 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

  40. Published

    Self-Assessment Tool for Evaluating Sustainability of ICT in SMEs

    Soini, J., Leppäniemi, J. & Sillberg, P., Oct 2018, Proceedings of the 21st International Multiconference Information Society - IS 2018, Volume A, 8-12 October 2018, Ljubljana, Slovenia. Josef Stefan Institut, p. 7-10 4 p.

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

  41. Published

    Analysis of accommodation cues in holographic stereograms

    Mäkinen, J., Sahin, E. & Gotchev, A., 1 Oct 2018, 2018 - 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video, 3DTV-CON 2018. IEEE, 8478586

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

  42. Published

    Benchmark database for fine-grained image classification of benthic macroinvertebrates

    Raitoharju, J., Riabchenko, E., Ahmad, I., Iosifidis, A., Gabbouj, M., Kiranyaz, S., Tirronen, V., Ärje, J., Kärkkäinen, S. & Meissner, K., 1 Oct 2018, In : Image and Vision Computing. 78, p. 73-83 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Fighting network restrictions of request-response pattern with MQTT

    Luoto, A. & Systä, K., 1 Oct 2018, In : IET Software. 12, 5, p. 410-417 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Focus model for metric depth estimation in standard plenoptic cameras

    Pertuz, S., Pulido-Herrera, E. & Kämäräinen, J-K., 1 Oct 2018, In : ISPRS Journal of Photogrammetry and Remote Sensing. 144, p. 38-47 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  45. 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

  46. Published

    Technopreneurial Characteristics Rising from the Ashes of Creative Destruction

    Sommarberg, M. & Mäkinen, S., 1 Oct 2018, Proceedings in 2018 Portland International Conference in Management and Engineering (PICMET): (PICMET) 19-23 August 2018. IEEE, p. 1-10 10 p.

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

  47. Published

    Viewing simulation of integral imaging display based on wave optics

    Akpinar, U., Sahin, E. & Gotchev, A., 1 Oct 2018, 2018 - 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video, 3DTV-CON 2018. IEEE, 8478568

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

  48. Published

    Olfactory display prototype for presenting and sensing authentic and synthetic odors

    Salminen, K., Rantala, J., Isokoski, P., Lehtonen, M., Müller, P., Karjalainen, M., Väliaho, J., Kontunen, A., Nieminen, V., Leivo, J., Telembeci, A. A., Lekkala, J., Kallio, P. & Surakka, V., 2 Oct 2018, ICMI 2018 - Proceedings of the 2018 International Conference on Multimodal Interaction. ACM, p. 73-77 5 p.

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

  49. E-pub ahead of print

    Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data

    Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 9 Oct 2018, In : IEEE Transactions on Emerging Topics in Computational Intelligence. 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Complex ISNMF: a phase-aware model for monaural audio source separation

    Magron, P. & Virtanen, T., 10 Oct 2018, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 27, 1, p. 20-31 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  51. 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

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