Publications (64)

A1 Journal article (refereed)

Acceptability of the e-authentication in higher education studies : views of students with special educational needs and disabilities (2021)

International Journal of Educational Technology in Higher Education, 18 (1), 4, http://doi.org/10.1186/s41239-020-00236-9, OA

Laamanen, Merja; Ladonlahti, Tarja; Uotinen, Sanna; Okada, Alexandra; Bañeres, David; Koçdar, Serpil

A1 Journal article (refereed)

A Do-It-Yourself Hyperspectral Imager Brought to Practice with Open-Source Python (2021)

Sensors, 21 (4), 1072, http://doi.org/10.3390/s21041072, OA

Riihiaho, Kimmo Aukusti; Eskelinen, Matti Aleksanteri; Pölönen, Ilkka

A1 Journal article (refereed)

Analytical-numerical analysis of closed-form dynamic model of Sayano-Shushenskaya hydropower plant : stability, oscillations, and accident (2021)

Communications in Nonlinear Science and Numerical Simulation, 93, 105530, http://doi.org/10.1016/j.cnsns.2020.105530, OA

Kuznetsov, N.V.; Yuldashev, M.V.; Yuldashev, R.V.

A4 Article in conference proceedings

Anonymization as homeomorphic data space transformation for privacy-preserving deep learning (2021)

ISM 2020 : Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing, Procedia Computer Science, 180, 867-876, http://doi.org/10.1016/j.procs.2021.01.337, OA

Girka, Anastasiia; Terziyan, Vagan; Gavriushenko, Mariia; Gontarenko, Andrii

A1 Journal article (refereed)

Approximation of functions over manifolds : A Moving Least-Squares approach (2021)

Journal of Computational and Applied Mathematics, 383, 113140, http://doi.org/10.1016/j.cam.2020.113140, OA

Sober, Barak; Aizenbud, Yariv; Levin, David

A1 Journal article (refereed)

Attractor as a convex combination of a set of attractors (2021)

Communications in Nonlinear Science and Numerical Simulation, 96, 105721, http://doi.org/10.1016/j.cnsns.2021.105721, OA

Danca, Marius-F.; Fĕckan, Michal; Kuznetsov, Nikolay; Chen, Guanrong

A1 Journal article (refereed)

Automatic sleep scoring : a deep learning architecture for multi-modality time series (2021)

Journal of Neuroscience Methods, 348, 108971, http://doi.org/10.1016/j.jneumeth.2020.108971, OA

Yan, Rui; Li, Fan; Zhou, Dong Dong; Ristaniemi, Tapani; Cong, Fengyu

A2 Review article, Literature review, Systematic review

Building Trust in the Sharing Economy : Current Approaches and Future Considerations (2021)

Journal of Cleaner Production, 279, 123724, http://doi.org/10.1016/j.jclepro.2020.123724, OA

Räisänen, Jaana; Ojala, Arto; Tuovinen, Tero

A4 Article in conference proceedings

Changes in the Use Intention of Digital Wellness Technologies and Its Antecedents Over Time : The Use of Physical Activity Logger Applications Among Young Elderly in Finland (2021)

Proceedings of the 54th Hawaii International Conference on System Sciences (HICSS 2021), Proceedings of the Annual Hawaii International Conference on System Sciences, 1202-1211, OA

Makkonen, Markus; Kari, Tuomas; Frank, Lauri

A1 Journal article (refereed)

Children’s conceptions of mental well-being and ideas for its promotion through digital environments (2021)

International Journal of Child-Computer Interaction, 27, 100242, http://doi.org/10.1016/j.ijcci.2020.100242, OA

Kankaanranta, Marja; Mehtälä, Saana; Hankala, Mari; Merjovaara, Olli; Rousi, Rebekah

A1 Journal article (refereed)

Cloning and training collective intelligence with generative adversarial networks (2021)

IET Collaborative Intelligent Manufacturing, Early View, http://doi.org/10.1049/cim2.12008, OA

Terziyan, Vagan; Gavriushenko, Mariia; Girka, Anastasiia; Gontarenko, Andrii; Kaikova, Olena

A1 Journal article (refereed)

Comparison of feature importance measures as explanations for classification models (2021)

SN Applied Sciences, 3 (2), 272, http://doi.org/10.1007/s42452-021-04148-9, OA

Saarela, Mirka; Jauhiainen, Susanne

A1 Journal article (refereed)

Consistency of Independent Component Analysis for FMRI (2021)

Journal of Neuroscience Methods, 351, 109013, http://doi.org/10.1016/j.jneumeth.2020.109013, OA

Zhao, Wei; Li, Huanjie; Hu, Guoqiang; Hao, Yuxing; Zhang, Qing; Wu, Jianlin; Frederick, Blaise B.; Cong, Fengyu

A1 Journal article (refereed)

Consumption behavior of eco-friendly products and applications of ICT innovation (2021)

Journal of Cleaner Production, 287, 125436, http://doi.org/10.1016/j.jclepro.2020.125436

Chen, Sihua; Qiu, Han; Xiao, Hua; He, Wei; Mou, Jian; Siponen, Mikko

A3 Book section, Chapters in research books

Customer Experience Formation in Online Shopping : Investigating the Causes of Positive and Negative Emotions During a Visit to an Online Store (2021)

Digital Transformation and Human Behavior : Innovation for People and Organisations, Lecture notes in information systems and organisation, 37, 173-190, http://doi.org/10.1007/978-3-030-47539-0_13

Kemppainen, Tiina; Makkonen, Markus; Frank, Lauri

B1 Non-refereed journal articles

Demystifying beliefs about the natural sciences in information system (2021)

Journal of Information Technology, 36 (1), 56-68, http://doi.org/10.1177/0268396220901535, OA

Siponen, Mikko; Klaavuniemi, Tuula

A1 Journal article (refereed)

Dynamic Resource Allocation and Computation Offloading for IoT Fog Computing System (2021)

IEEE Transactions on Industrial Informatics, 17 (5), 3348-3357, http://doi.org/10.1109/TII.2020.2978946

Chang, Zheng; Liu, Liqing; Guo, Xijuan; Sheng, Quan

A4 Article in conference proceedings

Emotions and Activity Recognition System Using Wearable Device Sensors (2021)

FRUCT '28 : Proceedings of the 28th Conference of Open Innovations Association FRUCT, Proceedings of Conference of Open Innovations Association FRUCT, 381-389, OA

Rumiantcev, Mikhail

A1 Journal article (refereed)

End-to-end sleep staging using convolutional neural network in raw single-channel EEG (2021)

Biomedical Signal Processing and Control, 63, 102203, http://doi.org/10.1016/j.bspc.2020.102203

Li, Fan; Yan, Rui; Mahini, Reza; Wei, Lai; Wang, Zhiqiang; Mathiak, Klaus; Liu, Rong; Cong, Fengyu

G5 Doctoral dissertation (article)

Enterprise architecture in public sector ecosystems : a systems perspective (2021)

JYU Dissertations, 350, OA

Nurmi, Jarkko

A3 Book section, Chapters in research books

Finding Software Bugs in Embedded Devices (2021)

Security of Ubiquitous Computing Systems : Selected Topics, 183-197, http://doi.org/10.1007/978-3-030-10591-4_11, OA

Francillon, Aurélien; Thomas, Sam L.; Costin, Andrei

A4 Article in conference proceedings

Harnessing User Values to Understand Value Co-Creation and Co-Destruction in Augmented Reality Mobile Games (2021)

Proceedings of the 54th Hawaii International Conference on System Sciences (HICSS 2021), Proceedings of the Annual Hawaii International Conference on System Sciences, 1171-1180, OA

Elo, Jenny; Lintula, Juuli; Tuunanen, Tuure

A1 Journal article (refereed)

Hidden attractors and multistability in a modified Chua’s circuit (2021)

Communications in Nonlinear Science and Numerical Simulation, 92, 105494, http://doi.org/10.1016/j.cnsns.2020.105494, OA

Wang, Ning; Zhang, Guoshan; Kuznetsov, Nikolay; Bao, Han

A1 Journal article (refereed)

How much is enough? : The convergence of finite sample scattering properties to those of infinite media (2021)

Journal of Quantitative Spectroscopy and Radiative Transfer, 262, 107524, http://doi.org/10.1016/j.jqsrt.2021.107524, OA

Penttilä, Antti; Markkanen, Johannes; Väisänen, Timo; Räbinä, Jukka; Yurkin, Maxim A.; Muinonen, Karri

A1 Journal article (refereed)

Improving Scalable K-Means++ (2021)

Algorithms, 14 (1), 6, http://doi.org/10.3390/a14010006, OA

Hämäläinen, Joonas; Kärkkäinen, Tommi; Rossi, Tuomo