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Broken rotor bar fault detection using machine learning: Optimal frequency resolutionKoveshnikov, Semen; Bouharrouti, Nada El; Kudelina, Karolina; Naseer, Muhammad Usman; Vaimann, Toomas; Belahcen, Anouar2024 International Conference on Electrical Machines (ICEM)2024 / 6 p https://doi.org/10.1109/ICEM60801.2024.10700228 Article at Scopus Article at WOS

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52

book article

Building morphology influence on outdoor comfort in urban environments. An analysis through machine learningEslamirad, Nasim; De Luca, Francesco; Lylykangas, Kimmo SakariProceedings of the 12th Annual Symposium on Simulation for Architecture and Urban Design2021 http://www.simaud.org/2021/program.php

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53

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Camera-LiDAR fusion based object segmentation in adverse weather conditions for autonomous drivingGu, Junyi; Bellone, Mauro; Lind, Artjom2024 19th Biennial Baltic Electronics Conference (BEC)2024 https://doi.org/10.1109/BEC61458.2024.10737955 Conference proceedings at Scopus Article at Scopus Article at WOS

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54

book article

CapsNet on embedded devices in a data scarce scenarioEzechukwu, Dismas Ndubuis; Le Moullec, Yannick2022 18th Biennial Baltic Electronics Conference (BEC)2022 / 6 l. https://doi.org/10.1109/BEC56180.2022.9935600

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55

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Challenges in using neural networks in safety-critical applicationsForsberg, H.; Linden, Jan; Hjorth, J.; Manefjord, T.; Daneshtalab, MasoudAIAA/IEEE Digital Avionics Systems Conference - Proceedings, 2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC), Virtual Conference, October 11-16, 2020 : Proceedings2020 / 7 p https://doi.org/10.1109/DASC50938.2020.9256519

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56

journal article

Charge Diagnostics and State Estimation of Battery Energy Storage Systems Through Transformer ModelsZequera, Rolando Antonio Gilbert; Rassõlkin, Anton; Vaimann, Toomas; Kallaste, AntsIEEE Access2025 / p. 17733–17744 : ill https://doi.org//10.1109/ACCESS.2025.3532858

journal article

Related publications 1

Artificial Intelligence-Based Predictive Analytics for Battery Energy Storage Systems in Electric Vehicle Applications = Tehisintellektil põhinev ennustav andmeanalüüs akupõhiste energiasalvestussüsteemide jaoks elektrisõidukites

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Classification of the energy production potential of water lens solar concentrators using machine learningZarrinkafsh, Hamidreza; Eslamirad, Nasim; De Luca, FrancescoJournal of Physics: Conference Series2021 / art. 012022, 6 p. : ill https://doi.org/10.1088/1742-6596/2042/1/012022 Conference proceeding at Scopus Article at Scopus Article at WOS

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58

dissertation

Closed-loop droplet size control in microﬂuidics = Suletud ahelaga tilkade suuruse juhtimine mikroﬂuidikasGyimah, Nafisat2024 https://digikogu.taltech.ee/et/Item/c4a0c9de-83e5-41ff-bdcf-24ba61182d1f https://www.ester.ee/record=b5698980*est https://doi.org/10.23658/taltech.47/2024

dissertation

Related publications 5

59

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Co-design of a wireless networked control system for reliability and resource-efficiencyAshraf, Kanwal; Le Moullec, Yannick; Pardy, Tamas; Rang, Toomas2024 19th Biennial Baltic Electronics Conference (BEC)2024 / 7 p https://doi.org/10.1109/BEC61458.2024.10737965 Conference proceedings at Scopus Article at Scopus Article at WOS

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60

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Cogni-e-SpinDB 1.0 : open dataset of electrospinning parameter configurations and resultant nanofiber morphologiesMahdian, Mehrab; Stummer, Tamas; Sepsik, Norman; Ender, Ferenc; Balogh-Weiser, Diana; Pardy, Tamastechrxiv.org2025 / 14 p https://doi.org/10.36227/techrxiv.176462976.65995032/v1

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61

book article

Collar-aware training for streaming speaker change detection in broadcast speechKalda, Joonas; Alumäe, TanelThe Speaker and Language Recognition Workshop (Odyssey 2022), 28 June - 1 July 2022, Beijing, China : proceedings2022 / p. 141–147 https://doi.org/10.21437/Odyssey.2022-20

book article

Related publications 1

Improved Training Methods for Multi-Talker Speech Processing = Treeningmeetodid mitme rääkijaga kõne töötluseks

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Comparative analysis of machine learning techniques for non-intrusive load monitoringShabbir, Noman; Vassiljeva, Kristina; Nourollahi Hokmabad, Hossein; Husev, Oleksandr; Petlenkov, Eduard; Belikov, JuriElectronics2024 / art. 1420 : ill https://doi.org/10.3390/electronics13081420 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutes

63

book article

A comparative analysis of symbolic and deep learning based RDFS materializationTraagel, Mart; Carneiro Alves de Lima, Bruno Rucy; Cabral Pinheiro, Victor HenriqueAICCC '23: Proceedings of the 2023 6th artificial intelligence and cloud computing conference2023 / p. 60-65 https://doi.org/10.1145/3639592.3639601

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Comparing domain expert and machine learning data enrichment of building registryTorim, Ants; Iliste, Elisa; Pikas, Ergo; Liiv, Innar; Robal, Tarmo; Kalamees, TargoBuildings2025 / art. 1798, 20 p https://doi.org/10.3390/buildings15111798

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65

journal article

Comparison of Bayesian and particle swarm algorithms for hyperparameter optimisation in machine learning applications in high energy physicsTani, Laurits; Veelken, ChristianComputer physics communications2024 / p. 108955 https://doi.org/10.1016/j.cpc.2023.108955

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66

journal article

Comparison of Bayesian and particle swarm algorithms for hyperparameter optimisation in machine learning applications in high energy physics : [preprint]Tani, Laurits; Veelken, ChristianarXiv.org2024 / 8 p. : ill https://doi.org/10.48550/arXiv.2201.06809

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Comparison of deep learning models for multivariate prediction of time series wind power generation and temperatureMishra, Sambeet; Bordin, Chiara; Taharaguchi, Kota; Palu, IvoEnergy reports2020 / p. 273−286 https://doi.org/10.1016/j.egyr.2019.11.009 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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68

book article

Comparison of machine learning algorithms for classification of partial discharge signals in medium voltage componentsKumar, Haresh; Shafiq, Muhammad; Hussain, Ghulam Amjad; Kauhaniemi, Kimmo2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 8-21 October, 2021 : proceedings2021 / 6 p https://doi.org/10.1109/ISGTEurope52324.2021.9639923

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69

book article

Comparison of machine learning based methods for residential load forecastingShabbir, Noman; Ahmadiahangar, Roya; Kütt, Lauri; Rosin, Argo2019 Electric Power Quality and Supply Reliability Conference (PQ) & 2019 Symposium on Electrical Engineering and Mechatronics (SEEM), Kärdla, Estonia, June 12-15, 2019 : proceedings2019 / 4 p. : ill https://doi.org/10.1109/PQ.2019.8818267

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70

journal article

The Compatibility between SDGs and the EU regulatory framework of AICabral Costa Andrade, Aline; Solarte Vasquez, Maria ClaudiaJournal of ethics and legal technologies2024 / p. 111-144 https://jelt.padovauniversitypress.it/2024/1/6 https://doi.org/10.14658/pupj-JELT-2024-1-6

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Comprehensive Feature Selection for Machine Learning-Based Intrusion Detection in Healthcare IoMT NetworksRehman, Muaan Ur; Kalakoti, Rajesh; Bahsi, HayretdinProceedings of the 11th International Conference on Information Systems Security and Privacy (ICISSP 2025). Vol. 22025 / p. 248-259 : ill https://www.scitepress.org/Papers/2025/133136/133136.pdf https://doi.org//10.5220/0013313600003899

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Related publications 1

Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid

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journal article

Computationally efficient multi-task learning with least-squares probabilistic classifiersSimm, Jaak; Sugiyama, Masashi; Kato, TsuyoshiIPSJ transactions on computer vision and applications2011 / Feb., [8] p. : ill https://www.researchgate.net/publication/215704981_Computationally_Efficient_Multi-task_Learning_with_Least-Squares_Probabilistic_Classifiers

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73

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Computer science students early drop-out prediction using machine learning : a case studyMaksimova, Natalja; Pentel, Avar; Dunajeva, OlgaLearning with Technologies and Technologies in Learning2022 / p. 523-549 https://doi.org/10.1007/978-3-031-04286-7_25 Article collection metrics at Scopus Article at Scopus

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74

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Computer vision framework for crack detection and estimation of air leakage through the straight-through cracks in buildings envelopesJahanbakhsh, Maliheh; Ferrantelli, AndreaRakenteiden mekaniikka = Journal of structural mechanics2025 / p. 71-85 https://doi.org/10.23998/rm.152481

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Concept drift and cross-device behavior : challenges and implications for effective android malware detectionGuerra Manzanares, Alejandro; Luckner, Marcin; Bahsi, HayretdinComputers & Security2022 / art. 102757, 20 p. : ill https://doi.org/10.1016/j.cose.2022.102757 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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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

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