Otsing - TalTech teadusportaal

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251

artikkel kogumikus EST / artikkel kogumikus ENG

Machine learning based computational models for increased accuracy and enabling digital twinsKõrgesaar, Mihkel; Yatkin, Muhammed AdilProceedings of ASME 2025 : 44th International Conference on Ocean, Offshore andArctic Engineering (OMAE2025) ; vol. 7 Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE 20252025 / art. V007T14A014 https://doi.org/10.1115/OMAE2025-157406 Conference proceeding at Scopus Article at Scopus Article at WOS

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252

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Machine learning based emotion recognition in a digital learning environmentIvleva, Natalja; Pentel, Avar; Dunajeva, Olga; Juštšenko, ValeriaLearning in the Age of Digital and Green Transition : Proceedings of the 25th International Conference on Interactive Collaborative Learning (ICL2022), Volume 12023 / p. 405-412 https://doi.org/10.1007/978-3-031-26876-2_38 Conference proceedings at Scpous Article at Scopus Article at WOS

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253

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Machine learning clustering techniques for selective mitigation of critical design featuresLange, Thomas; Balakrishnan, Aneesh; Glorieux, Maximilien; Alexandrescu, Dan; Sterpone, LucaProceedings : 2020 26th IEEE International Symposium on On-Line Testing and Robust System Design : IOLTS 2020, Napoli, Italy, July 13-16, 2020 : virtual edition2020 / 7 p. : ill https://doi.org/10.1109/IOLTS50870.2020.9159751

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254

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Machine learning enabled fault-detection algorithms for optical spectrum-as-a-service usersPatri, Sai Kireet; Dick, Isabella; Kaeval, Kaida; Müller, Jasper; Pedreno-Manresa, Jose-Juan; Autenrieth, Achim; Elbers, Jörg-Peter; Tikas, Marko; Mas-Machuca, Carmen2023 International Conference on Optical Network Design and Modeling (ONDM) : proceedings2023 / 6 p. : ill https://ieeexplore.ieee.org/document/10144858

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255

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Machine learning for android malware detection : mission accomplished? a comprehensive review of open challenges and future perspectivesGuerra-Manzanares, AlejandroComputers and Security2024 / art. 103654 https://doi.org/10.1016/j.cose.2023.103654 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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256

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Machine learning Forecasting of Absolute Dynamic Topography in the Baltic SeaRajabi Kiasari, Saeed; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuNordic Geodetic Commission General Assembly 2022 in Copenhagen : Poster Session2022 / p. 36 https://medialib.cmcdn.dk/medialibrary/010C1367-E991-4A33-AB10-1953247E9C23/530AEABD-3A25-ED11-84B6-00155D0B0940.pdf

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257

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Machine learning meets communication networks : current trends and future challengesAhmad, Ijaz; Shahabuddin, Shariar; Malik, Hassan; Leppänen, Teemu; Loven, Lauri; Anttonen, Antti; Sodhro, Ali Hassan; Alam, Muhammad Mahtab; Juntti, Markku; Yla-Jääski, AnttiIEEE Access2020 / art. 9274307, p. 223418-223460 https://doi.org/10.1109/ACCESS.2020.3041765 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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258

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Machine learning prediction for filling the interruptions of tide gauge data using a least square estimation method from nearest stationsJahanmard, Vahidreza; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuGeodesy for a Sustainable Earth, Scientific Assembly of the International Association of Geodesy : abstract book2021 / S5-030 p. 529 https://mm.sciconf.cn/en/minisite/poster-detail-new/1646?poster_id=1563508 https://files.sciconf.cn/upload/file/20210626/20210626085039_69146.pdf

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259

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Machine learning task as a diclique extracting taskKuusik, Rein, inform.; Treier, Tarvo; Lind, Grete; Roosmann, Peeter2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery : FSKD'09 : Tianjin, China, August 14-16, 2009. 12009 / p. 555-560 https://ieeexplore.ieee.org/document/5358516

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260

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Machine learning techniques for wireless-powered ambient backscatter communications : enabling intelligent iot networks in 6g eraJameel, Furqan; Sharma, Navuday; Khan, Muhammad Awais; Khan, Imran; Alam, Muhammad Mahtab; Alam, Muhammad Mahtab; Mavromoustakis, Constandinos X.Internet of Things / 2020 https://doi.org/10.1007/978-3-030-44907-0_8 Article collection metrics at Scopus Article at Scopus

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Machine learning to tackle the challenges of transient and soft errors in complex circuitsLange, Thomas; Balakrishnan, Aneesh; Glorieux, Maximilien; Alexandrescu, Dan; Sterpone, Luca2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS), 1-3 July 2019, Greece2019 / p. 7-14 : ill https://doi.org/10.1109/IOLTS.2019.8854423

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Machine learning vs human learningHenno, Jaak; Jaakkola, Hannu; Mäkelä, Jukka2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), September 27 - October 1, 2021, Opatija, Croatia : proceedings2021 / p. 542−548 https://doi.org/10.23919/MIPRO52101.2021.9596771

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263

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Machine learning-based analysis of human motions for Parkinson’s disease diagnosticsNõmm, SvenExtended Abstracts 2021/2022 : Methusalem Lectures2024 / p. 263-298 https://doi.org/10.1007/978-3-031-48579-4_27 Article Collection metrics at Scopus Article at Scopus

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264

dissertatsioon

Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoksGuerra Manzanares, Alejandro2022 https://doi.org/10.23658/taltech.54/2022 https://digikogu.taltech.ee/et/Item/f56ae778-e5a5-4147-a8e4-4833e08fa789 https://www.ester.ee/record=b5511898*est

dissertatsioon

Seotud publikatsioonid 14

265

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A machine learning-based forensic tool for image classification - a design science approachDel Mar-Raave, Joanna Rose; Bahsi, Hayretdin; Mrsic, Leo; Hausknecht, KresimirForensic Science International : Digital Investigation2021 / art. 301265, 13 p https://doi.org/10.1016/j.fsidi.2021.301265 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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266

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Machine Learning-Based High-Voltage Circuit Breaker Defect Classification Utilizing Savitzky-Golay FilterAsefi, Sajjad; Asefi, Soheil; Afshari, Hossein; Kilter, Jako; Shayesteh, Ebrahim; Hilber, Patrik; Lindquist, TommieIEEE Transactions on Instrumentation and Measurement2025 / art. 3557009 https://doi.org/10.1109/TIM.2025.3604980 Journal metrics at Scopus Article at Scopus Article at WOS

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267

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Machine learning-based optimization design workflow based on obstruction angles for building facadesSepulveda Luque, Abel; Eslamirad, Nasim; Seyed Salehi, Seyed Shahabaldin; Thalfeldt, Martin; De Luca, FrancescoRegenerating the City Performance-driven and Simulation-based Computational Design for Sustainable Cities and Communities : proceedings of the 9th Regional International Symposium on Education and Research in Computer Aided Architectural Design in Europe, Tallinn University of Technology, 15-16 June 20232023 / p. 15-24 https://digikogu.taltech.ee/et/Item/c29fc911-ec34-45da-afe6-bc1e8515e15d

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268

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Machine learning-based prediction of specific energy consumption for cut-off grindingAwan, Muhammad Rizwan; Rojas, Hernan A. Gonzalez; Hameed, Saqib; Riaz, Fahid; Hamid, Shahzaib; Hussain, AbrarSensors2022 / art. 7152 https://doi.org/10.3390/s22197152 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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269

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Machine learning-based prognostic approaches for construction equipment powertrain systemsYigit, Zafer; Forsberg, Hakan; Daneshtalab, Masoud2025 IEEE Intelligent Vehicles Symposium (IV)2025 / p. 1460-1465 : ill https://doi.org/10.1109/IV64158.2025.11097476 Conference proceeding at Scopus Article at Scopus Article at WOS

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270

artikkel ajakirjas

Mairo Leier: olen väikesest peale tahtnud luua midagi uutLeier, MairoMente et Manu2025 / lk. 14-19 : fot https://www.ester.ee/record=b1242496*est

artikkel ajakirjas

271

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Malicious accounts detection from online social networks : a systematic review of literatureBen Sassi, Imen; Ben Yahia, SadokInternational Journal of General Systems2021 / p. 741−814 https://doi.org/10.1080/03081079.2021.1976773 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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272

artikkel ajalehes

Masinõpe toetab maksimaalselt kiiret ja tõrgeteta tootmistAlvela, Ainohtuleht.ee2024 Masinõpe toetab maksimaalselt kiiret ja tõrgeteta tootmist

artikkel ajalehes

273

artikkel ajalehes

Masinõpe tööelus: kuidas andmed otsusteks muutuvadpersonaliuudised.ee2025 https://www.personaliuudised.ee/sisuturundus/2025/12/09/masinope-tooelus-kuidas-andmed-otsusteks-muutuvad

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274

artikkel ajalehes

Masinõpe viib tööstuse järgmisele tasemele – kas sinu ettevõte on valmis?toostusuudised.ee2026 https://www.toostusuudised.ee/sisuturundus/2026/01/05/masinope-viib-toostuse-jargmisele-tasemele-kas-sinu-ettevote-on-valmis

artikkel ajalehes

275

dissertatsioon

Measurement of Higgs boson properties in leptonic final states using ML-methods = Higgsi bosoni omaduste mõõtmine leptoneid sisaldavates kanalites kasutades masinõppe meetodeidTani, Laurits2024 https://www.ester.ee/record=b5685160*est https://doi.org/10.23658/taltech.25/2024 https://digikogu.taltech.ee/et/Item/95677715-7be7-4696-a8a6-cdbe321761b2

dissertatsioon

Seotud publikatsioonid 6

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