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  1. 2019
  2. Published

    Investor Networks and Information Transfer in Stock Markets

    Baltakys, K., 1 Nov 2019, Tampere University. 84 p. (Tampere University Dissertations; vol. 142)

    Research output: Book/Report › Doctoral thesis › Collection of Articles

    Full text: ExLibris SFX link
  3. Published

    Motivating scholars’ responses in academic social networking sites: An empirical study on ResearchGate Q&A behavior

    Deng, S., Tong, J., Lin, Y., Li, H. & Liu, Y., 1 Nov 2019, In : INFORMATION PROCESSING AND MANAGEMENT. 56, 6, 102082.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  4. Published

    Non-destructive tree volume estimation through quantitative structure modelling: Comparing UAV laser scanning with terrestrial LIDAR

    Brede, B., Calders, K., Lau, A., Raumonen, P., Bartholomeus, H. M., Herold, M. & Kooistra, L., 1 Nov 2019, In : Remote Sensing of Environment. 233, 111355.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  5. Published

    Real-Time Fault Detection and Identification for MMC Using 1-D Convolutional Neural Networks

    Kiranyaz, S., Gastli, A., Ben-Brahim, L., Al-Emadi, N. & Gabbouj, M., 1 Nov 2019, In : IEEE Transactions on Industrial Electronics. 66, 11, p. 8760-8771 12 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  6. Published

    AR-based interaction for human-robot collaborative manufacturing

    Hietanen, A., Pieters, R. S., Lanz, M., Latokartano, J. & Kämäräinen, J., Nov 2019, In : Robotics and Computer-Integrated Manufacturing. 63, 2020, 101891.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  7. Published

    Open-source CiThruS simulation environment for real-time 360-degree traffic imaging

    Niemirepo, T., Toivonen, J., Viitanen, M. & Vanne, J., Nov 2019, 2019 IEEE International Conference on Connected Vehicles and Expo. IEEE, (IEEE International Conference on Connected Vehicles and Expo).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  8. Published

    Otherworld: Ouija Board as a Resource for Design

    Börütecene, A. & Buruk, O. O., Nov 2019, Proceedings of the Halfway to the Future Symposium 2019. New York, NY, USA: Association for Computing Machinery, 4. (HTTF 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  9. Published

    Combining Flipped Ideas and Online Learning

    Järvinen, H-M., Niemelä, P. & Virta, U-T., 31 Oct 2019, SEFI 47th Annual Conference Proceedings, September 2019: Varietas delectat...Complexity is the new normality. Nagy, B. V., Murphy, M., Järvinen, H-M. & Kálman, A. (eds.). European Society for Engineering Education SEFI, p. 566-577 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  10. E-pub ahead of print

    Progressive Operational Perceptrons with Memory

    Tran, D. T., Kiranyaz, S., Gabbouj, M. & Iosifidis, A., 31 Oct 2019, In : Neurocomputing.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  11. Published

    Crowdsourcing a Dataset of Audio Captions

    Lipping, S., Drossos, K. & Virtanen, T., 26 Oct 2019, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  12. Published

    Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling

    Drossos, K., Gharib, S., Magron, P. & Virtanen, T., 25 Oct 2019, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  13. Published

    Mid-Price Movement Prediction in Limit Order Books Using Feature Engineering and Machine Learning

    Ntakaris, A., 25 Oct 2019, Tampere University. 80 p. (Tampere University Dissertations; vol. 146)

    Research output: Book/Report › Doctoral thesis › Collection of Articles

    Full text: ExLibris SFX link
  14. Published

    Use of Modified BM3D Filter and CNN Classifier for SAR Data to Improve Crop Classification Accuracy

    Lavreniuk, M., Shelestov, A., Kussul, N., Rubel, O., Lukin, V. & Egiazarian, K., 24 Oct 2019, 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON). IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  15. Published

    A Review of Ethical Discussions on Platforms and Ecosystms

    Hyrynsalmi, S., Koskinen, J. & Hyrynsalmi, S. M., 23 Oct 2019, Proceedings of the Third Seminar of Techonology Ethics 2019. Koskinen, J. & Rantanen, M. M. (eds.). CEUR-WS, p. 9-19 (CEUR Workshop Proceedings; vol. 2505).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  16. Published

    Unsupervised Adversarial Domain Adaptation Based On The Wasserstein Distance For Acoustic Scene Classification

    Drossos, K., Magron, P. & Virtanen, T., 22 Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  17. Published

    Depth Resolution of 3D Imaging Techniques for Target Detection in Mobile Work Machines

    Suominen, O. J., Goncalves Ribeiro, L. & Gotchev, A., 17 Oct 2019, 2019 11th International Symposium on Image and Signal Processing and Analysis (ISPA). IEEE, p. 295-300 6 p. (International Symposium on Image and Signal Processing and Analysis).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  18. Published

    On the Relationship Between Coupling and Refactoring: An Empirical Viewpoint

    Counsell, S., Arzoky, M., Destefanis, G. & Taibi, D., 17 Oct 2019, 2019 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM). IEEE, 6 p. (International Symposium on Empirical Software Engineering and Measurement).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  19. Published

    How players across gender and age experience Pokemon Go?

    Malik, A., Hiekkanen, K., Hussain, Z., Hamari, J. & Johri, A., 16 Oct 2019, In : Universal Access in the Information Society. 14 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  20. Published

    Morphological Area Gradient: System-independent Dense Tissue Segmentation in Mammography Images

    Torres, G. F., Sassi, A., Arponen, O., Holli-Helenius, K., Lääperi, A-L., Rinta-Kiikka, I., Kämäräinen, J. & Pertuz, S., 7 Oct 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 4855-4858 4 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  21. Published

    On Computational Complexity Reduction Methods for Kalman Filter Extensions

    Raitoharju, M. & Piche, R., 7 Oct 2019, In : IEEE Aerospace and Electronic Systems Magazine. 34, 10, p. 2-19 18 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  22. Published

    Hardware Deceleration of Kvazaar HEVC Encoder

    Sainio, J., Mercat, A. & Vanne, J., 4 Oct 2019, Embedded Computer Systems: Architectures, Modeling, and Simulation - 19th International Conference, SAMOS 2019, Proceedings. Springer, p. 311-324 14 p. (Lecture Notes in Computer Science; vol. 11733).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  23. Published

    Batch Binary Weierstrass

    Brumley, B. B., Hassan, S. U., Shaindlin, A., Tuveri, N. & Vuojärvi, K., 2 Oct 2019, Progress in Cryptology - LATINCRYPT 2019 - 6th International Conference on Cryptology and Information Security in Latin America, Santiago de Chile, Chile, October 2-4, 2019, Proceedings. Schwabe, P. & Thériault, N. (eds.). Springer Verlag, p. 364-384 21 p. (Lecture Notes in Computer Science; vol. 11774).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  24. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  25. Published

    A Semantic Workbench for Editing, Querying, Navigating and Distributing Ontologies for Cognitive Manufacturing

    Ferrer, B. R., Mohammed, W. M., Martinez Lastra, J. L. & Strzelczak, S., 1 Oct 2019, IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society. IEEE, p. 2767-2772 6 p. (Annual Conference of the IEEE Industrial Electronics Society).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  26. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  27. Published

    Blind Prediction of Original Image Quality for Sentinel Sar Data

    Rubel, O., Rubel, A., Lukin, V., Carli, M. & Egiazarian, K., 1 Oct 2019, 2019 8th European Workshop on Visual Information Processing (EUVIP). IEEE, p. 105-110 6 p. (European Workshop on Visual Information Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  28. 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 journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  29. Published

    DroneRF dataset: A dataset of drones for RF-based detection, classification and identification

    Allahham, MHD. S., Al-Sa'd, M. F., Al-Ali, A., Mohamed, A., Khattab, T. & Erbad, A., 1 Oct 2019, In : Data in Brief. 26, 104313.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  30. E-pub ahead of print

    Industrial internet platform provider and end-user perceptions of platform openness impacts

    Menon, K., Kärkkäinen, H. & Wuest, T., 1 Oct 2019, In : INDUSTRY AND INNOVATION.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  31. Published

    Vehicle type detection and passenger satisfaction analysis using smartphone sensors and digital surveys

    Perttula, A., Nguyen, N., Collin, J. & Jokinen, J-P., 1 Oct 2019, In : IET Intelligent Transport Systems. 13, 10, p. 1499-1506 8 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  32. Published

    Acoustic Scene Classification Using Higher-Order Ambisonic Features

    Green, M. C., Adavanne, S., Murphy, D. & Virtanen, T., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, p. 328-332 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  33. Published

    Adaptive Block Matching Based Quantization for Lossy Image Compression

    Ponomarenko, M. & Egiazarian, K., Oct 2019, 2019 8th European Workshop on Visual Information Processing (EUVIP). IEEE, p. 4-9 6 p. (European Workshop on Visual Information Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  34. Published

    A Multi-room Reverberant Dataset for Sound Event Localization and Detection

    Adavanne, S., Politis, A. & Virtanen, T., Oct 2019, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019). p. 10-14

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  35. Published

    City Classification from Multiple Real-World Sound Scenes

    Bear, H. L., Heittola, T., Mesaros, A., Benetos, E. & Virtanen, T., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, p. 11-15 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  36. Published

    Deep Convolutional Autoencoder for Estimation of Nonstationary Noise in Images

    Ghanbaralizadeh Bahnemiri, S., Ponomarenko, M. & Egiazarian, K., Oct 2019, 2019 8th European Workshop on Visual Information Processing (EUVIP). IEEE, p. 238-243 6 p. (European Workshop on Visual Information Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  37. Published

    Dynamic and Flexible Data Acquisition and Data Analytics System Software Architecture

    Hästbacka, D., Halme, J., Larrañaga, M., More, R., Mesiä, H., Björkbom, M., Barna, L., Pettinen, H., Elo, M., Jaatinen, A. & Hoikka, H., Oct 2019, 2019 IEEE SENSORS. IEEE, 4 p. (IEEE Sensors).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  38. Published

    Dynamic Resource Allocation for HEVC Encoding in FPGA-Accelerated SDN Cloud

    Sjövall, P., Oinonen, A., Teuho, M., Vanne, J. & Hämäläinen, T. D., Oct 2019, 2019 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC). IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  39. Published

    High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and Evaluation

    Taipalmaa, J., Passalis, N., Zhang, H., Gabbouj, M. & Raitoharju, J., Oct 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 6 p. (IEEE International Workshop on Machine Learning for Signal Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  40. Published

    ICT-arkkitehtuuri suurten laitosten koordinoivaan optimointiin

    Kannisto, P., Hästbacka, D., Rainio, K., Leinonen, J., Savolainen, J. & Vilkko, M., Oct 2019, In : Automaatioväylä. 35, 5, p. 18-20 3 p.

    Research output: Contribution to journal › Article › Professional

    Full text: ExLibris SFX link
  41. Published

    Joint Measurement of Localization and Detection of Sound Events

    Mesaros, A., Adavanne, S., Politis, A., Heittola, T. & Virtanen, T., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, p. 333-337 5 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  42. Published

    Less Is More: Deep Learning Using Subjective Annotations For Sentiment Analysis From Social Media

    Tzogka, C., Passalis, N., Iosifidis, A., Gabbouj, M. & Tefas, A., Oct 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 6 p. (IEEE International Workshop on Machine Learning for Signal Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  43. Published

    Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network

    Adavanne, S., Politis, A. & Virtanen, T., Oct 2019, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019). p. 20-24

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  44. Published

    Micro-parenchymal patterns for breast cancer risk assessment

    Pertuz, S., Sassi, A., Karivaara-Makela, M., Holli-Helenius, K., Laaperi, A-L., Rinta-Kiikka, I., Arponen, O. & Kämäräinen, J-K., Oct 2019, In : Biomedical Physics & Engineering Express. 5, 6, 11 p., 065008.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  45. Published

    Semantic segmentation with inexpensive simulated data

    Peltomäki, J., Chen, M. & Huttunen, H., Oct 2019, 2019 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC). IEEE, 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  46. Published

    Shearlet-Based Light Field Reconstruction of Scenes with Non-Lambertian Properties

    Moreschini, S., Bregovic, R. & Gotchev, A., Oct 2019, 2019 8th European Workshop on Visual Information Processing (EUVIP). IEEE, p. 140-145 6 p. (European Workshop on Visual Information Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  47. Published

    Zero-Shot Audio Classification Based On Class Label Embeddings

    Xie, H. & Virtanen, T., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). IEEE, p. 264-267 4 p. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Full text: ExLibris SFX link
  48. E-pub ahead of print

    Teacher’s Perceptions and Readiness to Teach Coding Skills: A Comparative Study Between Finland, Mainland China, Singapore, Taiwan, and South Korea

    Wu, L., Looi, C. K., Multisilta, J., How, M. L., Choi, H., Hsu, T. C. & Tuomi, P., 30 Sep 2019, In : Asia-Pacific Education Researcher. 14 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  49. Published

    World Heritage meets Smart City in an Urban- Educational Hackathon in Rauma

    Suominen, A. H., Halvari, S. & Jussila, J., 30 Sep 2019, In : Technology Innovation Management Review. 9, 9, p. 44-63 10 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  50. Published

    Gaussian Light Model in Brightfield Optical Projection Tomography

    Koskela, O., Montonen, T., Belay, B., Figueiras, E., Pursiainen, S. & Hyttinen, J., 26 Sep 2019, In : Scientific Reports. 9, 1

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
  51. E-pub ahead of print

    Deep Multi-view Learning to Rank

    Cao, G., Iosifidis, A., Gabbouj, M., Raghavan, V. & Gottumukkala, R., 20 Sep 2019, In : IEEE Transactions on Knowledge and Data Engineering.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Full text: ExLibris SFX link
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