Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. 2019
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. Published

    Immersive: Final Report

    Sjöblom, M. (ed.), Hamari, J. (ed.), Jylhä, H. (ed.), Bujić, M., Buruk, O. T., Hassan, L., Holopainen, J., Nummenmaa, T. & Salminen, M., 23 Jan 2019, Tampere University. 50 p.

    Research output: Book/ReportCommissioned reportProfessional

  28. Published

    Deep Neural Networks for Sound Event Detection

    Cakir, E., 22 Jan 2019, Tampere University. 88 p. (Tampere University Dissertations; vol. 12)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  29. Published

    Multi-view Data Analysis

    Cao, G., 9 Jan 2019, Tampere University. 64 p. (Tampere University Dissertations; vol. 6)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  30. Published

    Pushing the Limits beyond Catalogue Raisonnée: Step 1. Identifying digitalization challenges in museums

    Ekosaari, M. & Pekkola, S., 8 Jan 2019, Proceedings of the 52nd Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences, 10 p.

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

  31. Published

    Towards a Typology of Urban Gamification

    Thibault, M., 8 Jan 2019, Hawaii International Conference on System Sciences 2019. Hawaii International Conference on System Sciences, p. 1476-1485

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

  32. Published

    ALMARVI Execution Platform: Heterogeneous Video Processing SoC Platform on FPGA

    Hoozemans, J., van Straten, J., Viitanen, T., Tervo, A., Kadlec, J. & Al-Ars, Z., 2 Jan 2019, In : Journal of Signal Processing Systems. 91, 1, p. 61-73 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. 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

  34. Published

    ALMARVI System Solution for Image and Video Processing in Healthcare, Surveillance and Mobile Applications

    Al-Ars, Z., van der Vlugt, S., Jääskeläinen, P. & van der Linden, F., Jan 2019, In : Journal of Signal Processing Systems. 91, 1, p. 1-7

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Challenges in Agile Security Engineering: A Case Study

    Rindell, K., Hyrynsalmi, S. & Leppänen, V., Jan 2019, Exploring Security in Software Architecture and Design. IGI Global, p. 287-312 26 p.

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

  36. Published

    eSports, skins and loot boxes: Participants, practices and problematic behaviour associated with emergent forms of gambling

    Macey, J. & Hamari, J., Jan 2019, In : New Media and Society. 21, 1, p. 20-41

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Security Assurance in Agile Software Development Methods: An Analysis of Scrum, XP and Kanban

    Hyrynsalmi, S., Rindell, K. & Leppänen, V., Jan 2019, Exploring Security in Software Architecture and Design . IGI Global, p. 47-68

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

  38. E-pub ahead of print

    A basin-free spherical shape as an outcome of a giant impact on asteroid Hygiea

    Vernazza, P., Jorda, L., Ševeček, P., Brož, M., Viikinkoski, M., Hanuš, J., Carry, B., Drouard, A., Ferrais, M., Marsset, M., Marchis, F., Birlan, M., Podlewska-Gaca, E., Jehin, E., Bartczak, P., Dudzinski, G., Berthier, J., Castillo-Rogez, J., Cipriani, F., Colas, F., DeMeo, F., Dumas, C., Durech, J., Fetick, R., Fusco, T., Grice, J., Kaasalainen, M., Kryszczynska, A., Lamy, P., Le Coroller, H., Marciniak, A., Michalowski, T., Michel, P., Rambaux, N., Santana-Ros, T., Tanga, P., Vachier, F., Vigan, A., Witasse, O., Yang, B., Gillon, M., Benkhaldoun, Z., Szakats, R., Hirsch, R., Duffard, R., Chapman, A. & Maestre, J. L., 2019, In : Nature Astronomy. 33 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    A Competing Voices Test for Hearing-Impaired Listeners Applied to Spatial Separation and Ideal Time-Frequency Masks

    Bramsløw, L., Vatti, M., Rossing, R., Naithani, G. & Henrik Pontoppidan, N., 2019, In : Trends in hearing. 23

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    A computational model of early language acquisition from audiovisual experiences of young infants

    Räsänen, O. & Khorrami, K., 2019, Proceedings of INTERSPEECH-2019. International Speech Communication Association ISCA, p. 3594-3598 5 p. (Interspeech).

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

  41. Published

    A fun-accuracy trade-off in game-based learning

    Greipl, S., Ninaus, M., Bauer, D., Kiili, K. & Moeller, K., 2019, Games and Learning Alliance - 7th International Conference, GALA 2018, Proceedings. Söbke, H., Gentile, M. & Allegra, M. (eds.). Springer Verlag, p. 167-177 11 p. (Lecture Notes in Computer Science; vol. 11385).

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

  42. Published

    Alternating-time temporal logic ATL with finitely bounded semantics

    Goranko, V., Kuusisto, A. & Rönnholm, R., 2019, In : Theoretical Computer Science.

    Research output: Contribution to journalArticleScientificpeer-review

  43. E-pub ahead of print

    An exploration of longitudinal studies of digital learning

    Harju, V., Koskinen, A. & Pehkonen, L., 2019, In : EDUCATIONAL RESEARCH.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  44. Published

    A note on distance-based entropy of dendrimers

    Ghorbani, M., Dehmer, M., Zangi, S., Mowshowitz, A. & Emmert-Streib, F., 2019, In : Axioms. 8, 3, 98.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    A Novel UAV-Aided Network Architecture Using Wi-Fi Direct

    Asif Khan, M., Hamila, R., Kiranyaz, S. & Gabbouj, M., 2019, In : IEEE Access. 7, p. 67305-67318

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    A Process Model for Public Sector It Management to Answer the Needs of Digital Transformation

    Ylinen, M. & Pekkola, S., 2019, Proceedings of the 52nd Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences, 10 p.

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

  47. Published

    A Real-Time Big Data Control-Theoretical Framework for Cyber-Physical-Human Systems

    Gusrialdi, A., Xu, Y., Qu, Z. & Simaan, M. A., 2019, Computational Intelligence and Optimization Methods for Control Engineering. Springer International Publishing, p. 149-172 24 p. (Springer Optimization and Its Applications; vol. 150).

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

  48. Published

    Augmented CycleGANs for continuous scale normal-to-Lombard speaking style conversion

    Seshadri, S., Juvela, L., Alku, P. & Räsänen, O., 2019, Proceedings of INTERSPEECH-2019. International Speech Communication Association ISCA, p. 2838-2842 5 p. (Interspeech).

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

  49. Published

    Automatic cardiac rhythm classification with concurrent manual chest compressions

    Isasi, I., Zabihi, M., Irusta, U., Eftestøl, T., Rad, A. B., Kramer-Johansen, J., Aramendi, E. & Wik, L., 2019, In : IEEE Access. 7, p. 115147-115159 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Benchmarking of several disparity estimation algorithms for light field processing

    Zakeri, F. S., Bätz, M., Jaschke, T., Keinert, J. & Chuchvara, A., 2019, Fourteenth International Conference on Quality Control by Artificial Vision. Bazeille, S., Verrier, N. & Cudel, C. (eds.). SPIE, IEEE, 111721C. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11172).

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

  51. Published

    Brand as a cognitive mediator: investigating the effect of media brands as a structural feature of textual news messages

    Laaksonen, S-M., Falco, A., Salminen, M., Aula, P. & Ravaja, N., 2019, In : JOURNAL OF PRODUCT AND BRAND MANAGEMENT. 28, 1

    Research output: Contribution to journalArticleScientificpeer-review

  52. Published

    Classifying soil stoniness based on the excavator boom vibration data in mounding operations

    Melander, L., Ritala, R. & Strandström, M., 2019, In : Silva Fennica. 53, 2, 10068.

    Research output: Contribution to journalArticleScientificpeer-review

  53. 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

  54. Published

    Code ABC hackathons: Teachers as tinkerers

    Niemelä, P., Partanen, T., Toivanen, T., Toikkanen, T., Kangas, V. & Översti, M., 2019, Digital Turn in Schools - Research, Policy, Practice: Proceedings of ICEM 2018 Conference. Springer International Publishing, p. 157-169 13 p. (Lecture Notes in Educational Technology).

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

  55. Published

    Communicating User Insights with Travel Mindsets and Experience Personas in Intra-city Bus Context

    Hildén, E. & Väänänen, K., 2019, Human-Computer Interaction – INTERACT 2019 - 17th IFIP TC 13 International Conference, Proceedings. Lamas, D., Loizides, F., Nacke, L., Petrie, H., Winckler, M. & Zaphiris, P. (eds.). Springer Verlag, p. 34-52 19 p. (Lecture Notes in Computer Science; vol. 11749).

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

  56. 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

  57. Published

    Connected and Multimodal Passenger Transport Through Big Data Analytics: Case Tampere City Region, Finland

    Viri, R., Aunimo, L. & Aramo-Immonen, H., 2019, Collaborative Networks and Digital Transformation - 20th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2019, Proceedings. Camarinha-Matos, L. M., Afsarmanesh, H. & Antonelli, D. (eds.). Springer New York LLC, p. 527-538 12 p. (IFIP Advances in Information and Communication Technology; vol. 568).

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

  58. Published

    Continuous Architecting With Microservices and DevOps: a Systematic Mapping Study

    Taibi, D., Lenarduzzi, V. & Pahl, C., 2019, Cloud Computing and Services Science - 8th International Conference, CLOSER 2018, Revised Selected Papers. Springer, p. 126-151 (Communications in Computer and Information Science; vol. 1073).

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

  59. Published

    Criterion-Based Grading, Agile Goal Setting, and Course (Un)Completion Strategies

    Ihantola, P., Isohanni, E., Heino, P. & Mikkonen, T., 2019, Agile and Lean Concepts for Teaching and Learning: Bringing Methodologies from Industry to the Classroom. Parsons, D. & MacCallum, K. (eds.). Singapore: Springer Singapore, p. 207-230 24 p.

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

  60. Published

    Critical Playable Cities

    Hassan, L. & Thibault, M., 2019, Making Smart Cities More Playable. Nijholt, A. (ed.). Springer Nature, p. 71-85 14 p. ( Gaming Media and Social Effects).

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

  61. Published

    Crop yield prediction with deep convolutional neural networks

    Nevavuori, P., Narra Girish, N. & Lipping, T., 2019, In : COMPUTERS AND ELECTRONICS IN AGRICULTURE. 163, 104859, 104859.

    Research output: Contribution to journalArticleScientificpeer-review

  62. Published

    Deep Neural Networks: A Signal Processing Perspective

    Huttunen, H., 2019, Handbook of Signal Processing Systems. 3 ed. Springer, p. 133-163

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

  63. Published

    Dynamic Dataflow Graphs

    Theelen, B. D., Deprettere, E. F. & Bhattacharyya, S., 2019, Handbook of Signal Processing Systems. Springer, p. 1173-1210

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

  64. Published

    Engaging students in cross-disciplinary research and education: a processual approach to educational development

    Saari, U. A., Mäkinen, S. J., Järventausta, P., Vilkko, M., Systä, K., Kotilainen, K., Valta, J., Björkqvist, T. & Laukkarinen, T., 2019, Sustainability in university campuses: learning, skills building and best practice. Leal Wilho, W. & Bardi, U. (eds.). Switzerland: Springer International Publishing AG, p. 353-363 10 p. (World Sustainability Series).

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

  65. Published

    Enhancing virtual learning by improving the learning environment and user experience

    Mavengere, N. & Ruohonen, M., 2019, Sustainable ICT, Education and Learning - IFIP WG 3.4 International Conference, SUZA 2019, Revised Selected Papers. Tatnall, A. & Mavengere, N. (eds.). Springer New York LLC, p. 125-134 10 p. (IFIP Advances in Information and Communication Technology; vol. 564).

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

  66. Published

    Exploiting Genomic Relations in Big Data Repositories by Graph-Based Search Methods

    Musa, A., Dehmer, M., Yli-Harja, O. & Emmert-Streib, F., 2019, In : Machine Learning and Knowledge Extraction. 1, 1, p. 205-210

    Research output: Contribution to journalArticleScientificpeer-review

  67. Published

    Extending a digital fraction game piece by piece with physical manipulatives

    Kiili, K., Koskinen, A., Lindstedt, A. & Ninaus, M., 2019, Games and Learning Alliance - 7th International Conference, GALA 2018, Proceedings. Söbke, H., Gentile, M. & Allegra, M. (eds.). Springer Verlag, p. 157-166 10 p. (Lecture Notes in Computer Science; vol. 11385).

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

  68. Published

    Extraction of fetal heart activity by using bispectrum-based electromyography signal processing

    Viunytskyi, O., Shulgin, V., Totsky, A., Egiazarian, K. & Polotska, O., 2019, In : Telecommunications and Radio Engineering. 78, 3, p. 269-279 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  69. 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

  70. Published

    Feature Engineering for Mid-Price Prediction with Deep Learning

    Ntakaris, A., Mirone, G., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 2019, In : IEEE Access. 7, p. 82390-82412 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  71. Published

    From monolithic systems to microservices: A decomposition framework based on process mining

    Taibi, D. & Systä, K., 2019, CLOSER 2019 - Proceedings of the 9th International Conference on Cloud Computing and Services Science. Ferguson, D., Munoz, V. M., Helfert, M. & Pahl, C. (eds.). SCITEPRESS, p. 153-164 12 p.

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

  72. Published

    Gamification of physical activity: A systematic literature review of comparison studies

    Koivisto, J. & Hamari, J., 2019, GamiFIN 2019: Proceedings of the 3rd International GamiFIN Conference. CEUR-WS, p. 106-117 12 p. (CEUR Workshop Proceedings; vol. 2359).

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

  73. Published

    GamiFIN 2019: Proceedings of the 3rd International GamiFIN Conference

    Koivisto, J. (ed.) & Hamari, J. (ed.), 2019, CEUR-WS. 288 p. (CEUR workshop proceedings; vol. 2359 )

    Research output: Book/ReportAnthologyScientificpeer-review

  74. Published

    Graph-boosted attentive network for semantic body parsing

    Wang, T. & Wang, H., 2019, Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing - 28th International Conference on Artificial Neural Networks, 2019, Proceedings. Tetko, I. V., Karpov, P., Theis, F. & Kurková, V. (eds.). Springer Verlag, p. 267-280 (Lecture Notes in Computer Science; vol. 11729).

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

  75. Published

    Hardware Architectures for the Fast Fourier Transform

    Garrido, M., Fahad, F., Takala, J. & Gustafsson, O., 2019, Handbook of Signal Processing Systems. Springer, p. 613-647

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

  76. Published

    Hyperspectral data denoising for terahertz pulse time-domain holography

    Kulya, M., Petrov, N. V., Tsypkin, A., Egiazarian, K. & Katkovnik, V., 2019, In : Optics Express. 27, 13, p. 18456-18476 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  77. Published

    Inertial Sensors and Their Applications

    Collin, J., Davidson, P., Kirkko-Jaakkola, M. & Leppäkoski, H., 2019, Handbook of Signal Processing Systems. 3 ed. Springer, p. 51-85

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

  78. Published

    Intrinsic integration in rational number games – A systematic literature review

    Kiili, K., Koskinen, A. & Ninaus, M., 2019, GamiFIN 2019: Proceedings of the 3rd International GamiFIN Conference. CEUR-WS, p. 35-46 12 p. (CEUR Workshop Proceedings; vol. 2359).

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

  79. Published

    IT capability and firm performance: The mediating roles of interaction praxis

    Feng, C., Xi, N., Zhuang, G. & Hamari, J., 2019, AMCIS 2019 Proceedings. AIS

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

  80. Published

    L1000 viewer: A search engine and Web interface for the LINCS data repository

    Musa, A., Tripathi, S., Dehmer, M. & Emmert-Streib, F., 2019, In : Frontiers in Genetics. 10, JUN, 557.

    Research output: Contribution to journalArticleScientificpeer-review

  81. Published

    Learning Image-to-Image Translation Using Paired and Unpaired Training Samples

    Tripathy, S., Kannala, J. & Rahtu, E., 2019, Computer Vision - ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Jawahar, C. V., Schindler, K., Mori, G. & Li, H. (eds.). Springer Verlag, p. 51-66 16 p. (Lecture Notes in Computer Science; vol. 11362).

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

  82. 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

  83. Published

    Machine Learning for Forecasting Mid Price Movement using Limit Order Book Data

    Nousi, P., Tsantekidis, A., Passalis, N., Ntakaris, A., Kanniainen, J., Tefas, A., Gabbouj, M. & Iosifidis, A., 2019, In : IEEE Access. 7, p. 64722-64736

    Research output: Contribution to journalArticleScientificpeer-review

  84. Published

    Making use of portfolios to enhance learning

    Gabi, J. & Mavengere, N., 2019, Sustainable ICT, Education and Learning - IFIP WG 3.4 International Conference, SUZA 2019, Revised Selected Papers. Tatnall, A. & Mavengere, N. (eds.). Springer New York LLC, p. 24-29 6 p. (IFIP Advances in Information and Communication Technology; vol. 564).

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

  85. Published

    Measuring stem diameters with TLS in boreal forests by complementary fitting procedure

    Pitkänen, T. P., Raumonen, P. & Kangas, A., 2019, In : ISPRS Journal of Photogrammetry and Remote Sensing. 147, p. 294-306 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  86. Published

    Near Lossless JPEG Compression Based on Masking Effect of Non-predictable Energy of Image Regions

    Ponomarenko, M. & Egiazarian, K., 2019, Image Analysis - 21st Scandinavian Conference, SCIA 2019, Proceedings. Felsberg, M., Forssén, P-E., Unger, J. & Sintorn, I-M. (eds.). Springer Verlag, p. 173-183 11 p. (Lecture Notes in Computer Science; vol. 11482).

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

  87. Published

    Non-parametric contextual relationship learning for semantic video object segmentation

    Wang, T. & Wang, H., 2019, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 23rd Iberoamerican Congress, CIARP 2018, Proceedings. Vera-Rodriguez, R., Fierrez, J. & Morales, A. (eds.). Springer Verlag, p. 325-333 9 p. (Lecture Notes in Computer Science; vol. 11401).

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

  88. Published

    On the web platform cornucopia

    Mikkonen, T., Pautasso, C., Systä, K. & Taivalsaari, A., 2019, Web Engineering - 19th International Conference, ICWE 2019, Proceedings. Bakaev, M., Ko, I-Y. & Frasincar, F. (eds.). Springer Verlag, p. 347-355 9 p. (Lecture Notes in Computer Science; vol. 11496).

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

  89. Published

    Open Source Systems: 15th IFIP WG 2.13 International Conference, OSS 2019, Montreal, QC, Canada, May 26–27, 2019, Proceedings

    Bordeleau, F. (ed.), Sillitti, A. (ed.), Meirelles, P. (ed.) & Lenarduzzi, V. (ed.), 2019, Springer. 173 p. (IFIP Advances in Information and Communication Technology; vol. 556)

    Research output: Book/ReportAnthologyScientificpeer-review

  90. Published

    Optimizing Locations of Social and Health Care Service Centers Using Location-Allocation Tools

    Widbom, T. & Lipping, T., 2019, Information Modelling and Knowledge Bases XXX. IOP Press, p. 530-538 (Frontiers in Artificial Intelligence and Applications; vol. 312).

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

  91. E-pub ahead of print

    Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines

    Zabihi, M., Kiranyaz, S., Jäntti, V., Lipping, T. & Gabbouj, M., 2019, In : IEEE Journal of Biomedical and Health Informatics.

    Research output: Contribution to journalArticleScientificpeer-review

  92. Published

    Patterns for functional safety system development

    Rauhamäki, J., 2019, Transactions on Pattern Languages of Programming IV. Springer Verlag, p. 100-138 39 p. (Lecture Notes in Computer Science; vol. 10600).

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

  93. Published

    Patterns for light-weight fault tolerance and decoupled design in distributed control systems

    Alho, P. & Rauhamäki, J., 2019, Transactions on Pattern Languages of Programming IV. Springer Verlag, p. 1-21 21 p. (Lecture Notes in Computer Science; vol. 10600).

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

  94. Published

    People Counting in a Public Event—Use Case: Free-to-Ride Bus

    Grönman, J., Sillberg, P., Rantanen, P. & Saari, M., 2019, 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2019. IEEE, p. 1055-1059

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

  95. Published

    Predicting Novel Views Using Generative Adversarial Query Network

    Nguyen-Ha, P., Huynh, L., Rahtu, E. & Heikkilä, J., 2019, Image Analysis - 21st Scandinavian Conference, SCIA 2019, Proceedings. Felsberg, M., Forssén, P-E., Unger, J. & Sintorn, I-M. (eds.). Springer Verlag, p. 16-27 12 p. (Lecture Notes in Computer Science; vol. 11482).

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

  96. Published

    Prediction of signal denoising efficiency for DCT-based filter

    Abramov, S. K., Abramova, V. V., Lukin, V. V. & Egiazarian, K. O., 2019, In : Telecommunications and Radio Engineering. 78, 13, p. 1129-1142 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  97. Published

    Preface

    Koivisto, J. & Hamari, J., 2019, GamiFIN 2019: Proceedings of the 3rd International GamiFIN Conference. CEUR-WS, (CEUR Workshop Proceedings; vol. 2359).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

  98. Published

    Prostate cancer gene regulatory network inferred from RNA-seq data

    Moore, D., Simoes, R. D. M., Dehmer, M. & Emmert-Streib, F., 2019, In : CURRENT GENOMICS. 20, 1, p. 38-48 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  99. Published

    Proteome-transcriptome alignment of molecular portraits achieved by self-contained gene set analysis: Consensus colon cancer subtypes case study

    Glazko, G., Zybailov, B., Emmert-Streib, F., Baranova, A. & Rahmatallah, Y., 2019, In : PLoS ONE. 14, 8, e0221444.

    Research output: Contribution to journalArticleScientificpeer-review

  100. Published

    Punk gamification

    Thibault, M., 2019, GamiFIN 2019: Proceedings of the 3rd International GamiFIN Conference. CEUR-WS, p. 58-69 12 p. (CEUR Workshop Proceedings; vol. 2359).

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

  101. 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

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