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The usage of fuzzy logic for detecting mechanical faults in gearboxes of robotic systemAutsou, Siarhei; Kudelina, Karolina; Vaimann, Toomas; Rassõlkin, Anton2024 International Conference on Electrical Machines (ICEM)2024 / 7 p https://doi.org/10.1109/ICEM60801.2024.10700425 Article at Scopus Article at WOS

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Fault tolerant control and diagnosis strategies for cartesian industrial robot motion control planning system = Tõrketaluvusega juhtimis- ja diagnostikastrateegiad tööstusliku karteesianroboti liikumise planeerimise juhtimissüsteemi jaoks

377

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The validation of graph model-based, gate level low-dimensional feature data for machine learning applicationsBalakrishnan, Aneesh; Lange, Thomas; Glorieux, Maximilien; Alexandrescu, Dan; Jenihhin, Maksim2019 IEEE Nordic Circuits and Systems Conference (NORCAS) : NORCHIP and International Symposium of System-on-Chip (SoC), 29-30 October 2019, Helsinki, Finland : proceedings in IEEE Xplore2019 / 7 p https://doi.org/10.1109/NORCHIP.2019.8906974

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A synthetic, hierarchical approach for modelling and managing complex systems' quality and reliability = Sünteetiline, hierarhiline lähenemine keerukate süsteemide kvaliteedi ja töökindluse modelleerimiseks ja haldamiseks

378

book article

This fish does not exist : fish species dataset augmentation using stable diffusionDubrovinskaya, Elizaveta; Tuhtan, Jeffrey AndrewOCEANS 2023 - Limerick2023 / 6 p. https://doi.org/10.1109/OCEANSLimerick52467.2023.10244720

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379

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Time-frame analysis of system calls behavior in machine learning-based mobile malware detectionGuerra Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin2019 International Conference on Cyber Security for Emerging Technologies : CSET 2019, Doha, Qatar, 27 October 2019 through 29 October 20192019 / art. 89049088 ; 8 p. : ill https://doi.org/10.1109/CSET.2019.8904908

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Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks

380

journal article EST / journal article ENG

Towards a machine learning-based framework for DDOS attack detection in software-defined IoT (SD-IoT) networksBhayo, Jalal; Shah, Syed Attique; Hameed, Sufian; Ahmed, Awais; Nasir, Jamal; Draheim, DirkEngineering Applications of Artificial Intelligence2023 / art. 106432 https://doi.org/10.1016/j.engappai.2023.106432 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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381

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Towards a smarter charging infrastructure : real-time availability forecasting for EVsManai, Meriem; Sellami, Bassem; Ben Yahia, SadokProcedia Computer Science2024 / p. 930 - 939 https://doi.org/10.1016/j.procs.2024.09.512 Conference proceedings at Scopus Article at Scopus

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382

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Towards artificial intelligence driven immersive environments in virtual reality for industrial applicationsAlsaleh, Saleh Ragheb Saleh; Tepljakov, Aleksei; Tamre, Mart; Petlenkov, Eduard44th International Conference on Telecommunications and Signal Processing (TSP)2021 / p. 340-345 https://doi.org/10.1109/TSP52935.2021.9522676

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Digital twin based computational methods for XR applications = Digitaalkaksikute põhised arvutuslikud meetodid XR rakenduste jaoks

383

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Towards generation of synthetic data sets for hybrid conflict modellingNõmm, Sven; Venables, Adrian NicholasIFAC-Papers OnLine2022 / p. 25-30 https://doi.org/10.1016/j.ifacol.2022.10.226 Conference Proceedings at Scopus Article at Scopus Article at WOS

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384

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Towards personalized elevator travel with smart elevator systemRobal, Tarmo; Reinsalu, Uljana; Leier, MairoBaltic journal of modern computing2020 / p. 675-697 https://doi.org/10.22364/bjmc.2020.8.4.12 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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385

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Towards the integration of a post-hoc interpretation step into the machine learning workflow for IoT botnet detectionGuerra Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin18th IEEE International Conference on Machine Learning and Applications : ICMLA 2019, 16–19 December 2019, Boca Raton, Florida, USA : proceedings2019 / p. 1162-1169 : ill https://doi.org/10.1109/ICMLA.2019.00193

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Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks

386

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Transforming fatigue assessment : smartphone-based system with digitized motor skill testsValla, Elli; Toose, Ain-Joonas; Nõmm, Sven; Toomela, AaroInternational Journal of Medical Informatics2023 / art. 105152 https://doi.org/10.1016/j.ijmedinf.2023.105152 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Leveraging artiﬁcial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseks

387

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Tremor-related feature engineering for machine learning based Parkinson’s disease diagnosticsValla, Elli; Nõmm, Sven; Medijainen, Kadri; Taba, Pille; Toomela, AaroBiomedical signal processing and control2022 / art. 103551 https://doi.org/10.1016/j.bspc.2022.103551 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Leveraging artiﬁcial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseks

388

newspaper article

Tuule Mall Parts: energiatõhususe fännist nooreks tippteadlaseksParts, Tuule MallTrialoog2025 https://trialoog.taltech.ee/tuule-mall-parts-energiatohususe-fannist-nooreks-tippteadlaseks/

newspaper article

389

newspaper article

Türgist Eestisse ükssarvikut ehitama. „Tahan Eestile midagi tagasi anda“Sildmets, KadriEesti Päevaleht2023 https://dea.digar.ee/article/lp/2023/07/28/15.1 Türgist Eestisse ükssarvikut ehitama. „Tahan Eestile midagi tagasi anda“

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390

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Understanding multidimensional verification : where functional meets non-functionalLai, Xinhui; Balakrishnan, Aneesh; Lange, Thomas; Jenihhin, Maksim; Ghasempouri, Tara; Raik, Jaan; Alexandrescu, DanMicroprocessors and microsystems2019 / art. 102867, 13 p. : ill https://doi.org/10.1016/j.micpro.2019.102867 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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391

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Unsupervised fouling reconstruction in the pipe bendIablonskyi, Denys; Rasgado Moreno, Carlos Omar; Ratassepp, Madis; Klami, Arto; Hæggström, Edward; Salmi, Ari2023 IEEE International Ultrasonics Symposium (IUS)2023 / 3 p https://doi.org/10.1109/IUS51837.2023.10306373

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Developing guided wave tomography for a pipe bend = Ultrahelitomograaﬁa toru põlvede kontrollimiseks

392

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Using machine learning algorithms to form an automatic student’s grade based on the sets of assessment questionsShvets, Oleg; Kuzmina, Jelena; Murtazin, Kristina; Piho, Gunnar; Meeter, MartijnINTED2023 Proceedings2023 / p. 1066-1074 https://doi.org/10.21125/inted.2023.0319

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393

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Using machine learning for automated assessment of misclassification of goods for fraud detectionSpitšakova, Margarita; Haav, Hele-MaiDatabases and Information Systems : 14th International Baltic Conference, DB&IS 2020, Tallinn, Estonia, June 16-19, 2020 : Proceedings2020 / p. 144-158 https://doi.org/10.1007/978-3-030-57672-1_12 Conference proceeding at Scopus Article at Scopus

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394

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Using machine learning to develop customer insights from user-generated contentMustak, Mekhail; Hallikainen, Heli; Laukkanen, Tommi; Ple, Loïc; Hollebeek, Linda Desiree; Aleem, MajidJournal of retailing and consumer services2024 / art. 104034, 14 p. : ill https://doi.org/10.1016/j.jretconser.2024.104034 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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395

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Using machine learning to improve brand management in an online environmentIankovets, T.; Järvis, Marina; Fomin, O.; Chernobrovkina, S.; Shvets, S.International review of management and marketing2025 / p. 118-125 https://doi.org/10.32479/irmm.20649

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396

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Using MedBIoT dataset to build effective machine learning-based IoT botnet detection systemsGuerra Manzanares, Alejandro; Medina-Galindo, Jorge; Bahsi, Hayretdin; Nõmm, SvenInformation Systems Security and Privacy : 6th International Conference, ICISSP 2020, Valletta, Malta, February 25–27, 2020 : revised selected papers2022 / p. 222–243 https://doi.org/10.1007/978-3-030-94900-6_11 Conference proceedings at Scopus Article at Scopus Article at WOS

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