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151

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Forecasting of absolute dynamic topography by utilizing machinelearning with synergy of satellite altimetry dataDelpeche-Ellmann, Nicole Camille; Rajabi-Kiasari, Saeed; Ellmann, Artu13th Coastal Altimetry Workshop & Coastal Altimetry Training, 6-10 February 2023, Universidad de Cádiz, Spain : abstract2023 / p. 42 https://www.coastalaltimetry.org/NikalWebsitePortal/coastal-altimetry-workshop/esa/ExtraContent/ContentSubPage?page=8&subPage=3

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152

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Forecasting of energy consumption and production using recurrent neural networksShabbir, Noman; Kütt, Lauri; Jawad, Muhammad; Iqbal, Muhammad Naveed; Ghahfarokhi, Payam ShamsAdvances in electrical and electronic engineering2020 / p. 190−197 https://doi.org/10.15598/aeee.v18i3.3597 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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153

book article

Forecasting sea level maxima using machine learning models in the Baltic SeaRajabi-Kiasari, Saeed; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuInternational Liège Colloquium 2024 : Ocean Extremes2024 / 1 p https://gher-uliege.github.io/liege-colloquium-2024/abstracts/2024-01-26_12:01:45_IP_193.40.250.130.pdf

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154

book article

Forecasting short term wind energy generation using machine learningShabbir, Noman; Ahmadiahangar, Roya; Kütt, Lauri; Iqbal, Muhammad Naveed; Rosin, Argo2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), 7-9 October 2019 : conference proceedings2019 / 4 p https://doi.org/10.1109/RTUCON48111.2019.8982365

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155

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Fourier neural operators for emulating ocean models : Towards a knowledge-driven machine learningJahanmard, Vahidreza; Ellmann, Artu; Delpeche-Ellmann, Nicole CamilleEGU General Assembly 20252025 / art. EGU25-4354 https://doi.org/10.5194/egusphere-egu25-4354

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156

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Fractional order sliding mode controller based on supervised machine learning techniques for speed control of PMSMZahraoui, Younes; Zaihidee, Fardila M.; Kermadi, Mostefa; Mekhilef, Saad; Mubin, Marizan; Tang, Jing Rui; Zaihidee, Ezrinda M.Mathematics2023 / art. 1457 https://doi.org/10.3390/math11061457 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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157

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From near real-time urban data to an explainable city-scale model to help reduce the Urban Heat Island (UHI) effectEslamirad, Nasim; De Luca, Francesco; Ben Yahia, Sadok; Lylykangas, Kimmo SakariJournal of Physics: Conference Series2023 / art. 092012, p. 1-6 : ill https://doi.org/10.1088/1742-6596/2600/9/092012 Conference proceedings at Scopus Article at Scopus

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Data-driven urban modelling : the case of explainable detection of urban heat island = Andmepõhine linnamodelleerimine : soojussaarte seletatav tuvastamine

158

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From sensors to Dempster-Shafer theory and back : the axiom of ambiguous sensor correctness and its applicationsDraheim, Dirk; Tammet, TanelDatabase and Expert Systems Applications : 31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14–17, 2020 : Proceedings, Part I2020 / p. 3-19 https://doi.org/10.1007/978-3-030-59003-1_1 Conference proceedings at Scopus Article at Scopus Conference proceedings at WOS Article at WOS

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159

dissertation

Fully automated tuning of microwave coaxial cavity filters = Mikrolaine-koaksiaalfiltrite täisautomaatne häälestamineSekhri, Even2024 https://www.ester.ee/record=b5685094*est https://digikogu.taltech.ee/et/Item/38784e65-568e-4dd9-aef9-bb5eec5a2a9c https://doi.org/10.23658/taltech.20/2024

dissertation

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160

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Future opportunities for systematic AI support in healthcareBertl, Markus; Piho, Gunnar; Draheim, Dirk; Ross, Peeter; Pechmann, Ludwig; Bucciarelli, Nicholas; Sharma, RahulBridging the Gap Between AI and Reality : First International Conference, AISoLA 2023, Crete, Greece, October 23–28, 2023, Selected Papers2024 / p. 203 - 224 https://doi.org/10.1007/978-3-031-73741-1_13 Conference Proceedings at Scopus Article at Scopus

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161

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GC and other methods for full and partial context coverageRaun, Kristo; Torim, Ants; Ben Yahia, SadokProcedia computer science2021 / p. 746−755 https://doi.org/10.1016/j.procs.2021.08.077 Conference proceeding at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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162

dissertation

Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpeKaushik, Minakshi2024 https://www.ester.ee/record=b5652676*est https://digikogu.taltech.ee/et/Item/b3fc493d-b245-43e2-bd37-87d749cca028 https://doi.org/10.23658/taltech.6/2024

dissertation

Related publications 8

163

journal article

Generation of unmeasured loading levels data for condition monitoring of induction machine using machine learningBillah, Md Masum; Saberi, Alireza Nemat; Hemeida, Ahmed; Martin, Floran; Kudelina, Karolina; Asad, Bilal; Naseer, Muhammad Usman; Mukherjee, Victor; Belahcen, AnouarIEEE transactions on magnetics2024 / art. 8201104 https://doi.org/10.1109/TMAG.2023.3312267

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164

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GK : Implementing full first order default logic for commonsense reasoning (system description)Tammet, Tanel; Draheim, Dirk; Järv, PriitAutomated Reasoning : 11th International Joint Conference, IJCAR 2022, Haifa, Israel, August 8–10, 2022 : proceedings2022 / p. 300-309 https://doi.org/10.1007/978-3-031-10769-6_18 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at WOS

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165

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Harnessing graph neural networks to predict international trade flowsSellami, Bassem; Ounoughi, Chahinez; Kalvet, Tarmo; Tiits, Marek; Rincon-Yanez, DiegoBig Data and Cognitive Computing2024 / art. 65 https://doi.org/10.3390/bdcc8060065 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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166

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Health index prediction of overhead transmission lines : a machine learning approachManninen, Henri; Kilter, Jako; Landsberg, MartIEEE transactions on power delivery2022 / p. 50-58 https://doi.org/10.1109/TPWRD.2021.3052721 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Data-driven asset management and condition assessment methodology for transmission overhead lines = Ülekandevõrgu õhuliinide andmepõhine varahalduse ja seisundi hindamise metoodika

167

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Higher education teachers’ perceptions about teaching and learning related qualities of telepresence robotsLeoste, Janika; Virkus, Sirje; Talisainen, AlekseiROBOT2022 : Fifth Iberian Robotics Conference : Advances in Robotics. Vol. 12022 / p. 526-537 https://doi.org/10.1007/978-3-031-21065-5_43 Conference proceedings at Scopus Article at Scopus Article at WOS

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168

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How domain engineering can help to raise adoption rates of artificial intelligence in healthcareBertl, Markus; Klementi, Toomas; Piho, Gunnar; Ross, Peeter; Draheim, DirkInformation Integration and Web Intelligence, 25th International Conference, iiWAS 2023, Denpasar, Bali, Indonesia, December 4–6, 2023 : proceedings2023 / p. 490-504 https://doi.org/10.1007/978-3-031-48316-5_1 Conference proceedings at Scopus Article at Scopus

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169

book article

Hybrid feature selection models for machine learning based botnet detection in IoT networksGuerra Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, Sven2019 International Conference on Cyberworlds : CW 2019 : 2-4 October 2019, Kyoto, Japan : proceedings2019 / p. 324-327 : ill https://doi.org/10.1109/CW.2019.00059

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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

170

book article

The impact of load on global parameters of electrical machines in case of healthy and broken rotor barsKudelina, Karolina; Raja, Hadi Ashraf; Autsou, Siarhei; Asad, Bilal; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, Ants; Shabbir, Noman2022 18th Biennial Baltic Electronics Conference (BEC)2022 / 5 l. https://doi.org/10.1109/BEC56180.2022.9935614

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171

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Impact-driven discretization of numerical factors : case of two- and three-partitioningKaushik, Minakshi; Sharma, Rahul; Arakkal Peious, Sijo; Draheim, DirkBig Data Analytics. BDA 2021 : 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021 : proceedings2021 / p. 244–260 https://doi.org/10.1007/978-3-030-93620-4_18 Conference Proceedings at Scopus Article at Scopus

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Related publications 1

Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe

172

journal article

An improved cooperative team spraying control of a diffusion process with a moving or static pollution sourceChen, Juan; Cui, Baotong; Chen, YangQuan; Zhuang, BoIEEE/CAA Journal of Automatica Sinica2020 / p. 494 - 504 : ill https://doi.org/10.1109/JAS.2019.1911519

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173

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Improved fault classification and localization in power transmission networks using vae-generated synthetic data and machine learning algorithmsKhan, Muhammad Amir; Asad, Bilal; Vaimann, Toomas; Kallaste, Ants; Pomarnacki, Raimondas; Hyunh, Van KhangMachines2023 / art. 963 https://doi.org/10.3390/machines11100963 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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174

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Improving Arabic text to image mapping using a robust machine learning techniqueZakraoui, Jezia; Elloumi, Samir; Alja'am, Jihad Mohamad; Ben Yahia, SadokIEEE Access2019 / p. 18772 - 18782 : ill https://doi.org/10.1109/ACCESS.2019.2896713 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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175

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Improving response time of task and Adaboost classifiers in mobile fog computingDarbanian, Elham; Rahbari, Dadmehr; Ghanizadeh, Roghayeh; Nickray, MohsenJordanian journal of computers and information technology2020 / p. 345−360 https://www.ejmanager.com/mnstemps/71/71-1590557276.pdf?t=1608030630

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