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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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377

book article

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

378

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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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379

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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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380

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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

381

journal article EST / journal article ENG

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

382

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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

383

newspaper article

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

newspaper article

384

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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385

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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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386

book article

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

387

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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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388

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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

book article EST / book article ENG

389

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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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390

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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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391

book article EST / book article ENG

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

book article EST / book article ENG

Related publications 1

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

392

journal article EST / journal article ENG

Using reinforcement learning to optimize the acceptance threshold of a credit scoring modelHerasymovych, Mykola; Märka, Karl; Lukason, OliverApplied Soft Computing Journal2019 / Art. 105697 https://doi.org/10.1016/j.asoc.2019.105697 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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393

newspaper article

Uuring: Eesti majanduse veduriks võib saada kuus tehnoloogiavaldkondaBioneer.ee2023 Uuring: Eesti majanduse veduriks võib saada kuus tehnoloogiavaldkonda

newspaper article

394

newspaper article

Uus meetod aitab mõista masinõppe hingeelu [Võrguväljaanne]postimees.ee2021 "Uus meetod aitab mõista masinõppe hingeelu"

newspaper article

395

journal article

Uus teadusdoktor Markus BertlEesti Arst2024 / lk. 55 https://dea.digar.ee/article/AKeestiarst/2024/03/0/19.5 https://digikogu.taltech.ee/et/Item/a77022c7-b2af-46f9-ae83-62fe04f9bc72

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396

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UWB and GNSS Sensor Fusion Using ML-Based Positioning Uncertainty EstimationTommingas, Mihkel; Laadung, Taavi; Varbla, Sander; Müürsepp, Ivo; Alam, Muhammad MahtabIEEE Open Journal of the Communications Society2025 / p. 2177-2189 : ill https://doi.org//10.1109/OJCOMS.2025.3554352

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Enhancing UWB and multi-sensor positioning with ML-based uncertainty estimation = Ülilairiba ja mitme sensoriga positsioneerimissüsteemide täpsuse parandamine masinõppe meetodil

397

journal article

UWB positioning integrity estimation using ranging residuals and ML augmented filteringTommingas, Mihkel; Alam, Muhammad Mahtab; Müürsepp, Ivo; Ulp, SanderIEEE Journal of indoor and seamless positioning and navigation2024 / p. 205-218 https://doi.org/10.1109/JISPIN.2024.3418296

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Related publications 1

Enhancing UWB and multi-sensor positioning with ML-based uncertainty estimation = Ülilairiba ja mitme sensoriga positsioneerimissüsteemide täpsuse parandamine masinõppe meetodil

398

book article

Wafer-level die re-test success prediction using machine learningSelg, Hardi; Jenihhin, Maksim; Ellervee, Peeter21st IEEE Latin-American Test Symposium (LATS) 2020 : proceedings2020 / 5 p https://doi.org/10.1109/LATS49555.2020.9093672

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399

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Verification of machine learning modelling strategy in microgrid simulationsHäring, Tobias20th International Symposium "Topical problems in the field of electrical and power engineering. Doctoral school of energy and geotechnology. III" : Tallinn, Estonia, September 8-10, 20212021 / p. 79-80 : ill https://www.ester.ee/record=b5457278*est

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400

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What do we know about learning - conversations with chatGPTHenno, Jaak; Jaakkola, Hannu; Mäkelainen, Jukka2023 46th ICT and Electronics Convention (MIPRO), May 22-May 26, 2023, Opatija, Croatia : proceedings2023 / p. 572-577 https://doi.org/10.23919/MIPRO57284.2023.10159818 https://ieeexplore.ieee.org/document/10159818

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