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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

On the potential of numerical association rule mining
A systematic assessment of numerical association rule mining methods
Impact-driven discretization of numerical factors : case of two- and three-partitioning
Discretizing numerical attributes : an analysis of human perceptions : [conference paper]
An analysis of human perception of partitions of numerical factor domains
Numerical association rule mining : a systematic literature review
Swarm-intelligence algorithms for mining numerical association rules : an exhaustive multi-aspect analysis of performance assessment data
Discretizing numerical attributes : an analysis of human perceptions

177

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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 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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178

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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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179

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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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180

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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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Related publications 1

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

181

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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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182

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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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183

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Human Activity Recognition Using WISDM: Exploring Class Balancing and ML TechniquesHanif, M.; Ahmad, R.; Qazi, S.; Ahmed, W.; Kiani, A.; Alam, Muhammad Mahtab2024 5th International Conference on Emerging Trends in Electrical, Electronic and Communications Engineering (ELECOM)2024 / 6 p https://doi.org/10.1109/ELECOM63163.2024.10892156

book article EST / book article ENG

184

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

book article

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

185

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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186

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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

book article EST / book article ENG

Related publications 1

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

187

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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188

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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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189

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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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190

journal article

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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191

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In silico machine learning methods in drug developmentDobchev, Dimitar Atanasov; Pillai, Girinath Gopinathan; Karelson, MatiCurrent topics in medicinal chemistry2014 / p. 1913-1922 https://doi.org/10.2174/1568026614666140929124203 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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192

journal article

Incorporating a machine learning approach as an established decision support system for coastal vulnerability in the Eastern Baltic SeaBarzehkar, Mojtaba; Parnell, Kevin Ellis; Soomere, TarmoJournal of coastal research2024 / p. 58-62 https://doi.org/10.2112/JCR-SI113-012.1

journal article

Related publications 1

Decision support tools for the management of eastern Baltic Sea coasts = Läänemere idaranniku haldamise otsuste tugivahendid

193

book article

In-depth feature selection and ranking for automated detection of mobile malwareGuerra Manzanares, Alejandro; Nõmm, Sven; Bahsi, HayretdinProceedings of the 5th International Conference on Information Systems Security and Privacy : ICISSP 2019 : February 23-25, 2019, Prague, Czech Republic. Vol. 12019 / p. 274-283 : ill https://doi.org/10.5220/0007349602740283

book article

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

194

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In-depth feature selection for the statistical machine learning-based botnet detection in IoT networksKalakoti, Rajesh; Nõmm, Sven; Bahsi, HayretdinIEEE Access2022 / p. 94518-94535 https://doi.org/10.1109/ACCESS.2022.3204001 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Related publications 1

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

195

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Industrial robot training in the simulation using the machine learning agentNutonen, Karle; Kuts, Vladimir; Otto, TaunoProcedia computer science2023 / p. 446-455 https://doi.org/10.1016/j.procs.2022.12.240 Conference Proceedings at Scopus Article at Scopus

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196

book article

Industrial robot training in the simulation using the machine learning agentsNutonen, Karle21st International Symposium "Topical problems in the field of electrical and power engineering. Doctoral school of energy and geotechnology. III" : Pärnu, Estonia, June 15-18, 20222022 / p. 13-14 : ill https://www.ester.ee/record=b5504019*est

book article

197

book

Infotehnoloogia. Sõnastik. Osa 31, Intellektitehnika. TehisõpeHanson, Vello; Tavast, Arvi; Kalja, Ahto; Võhandu, Leo1999 https://www.ester.ee/record=b1323638*est

book

198

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Integrating Digital Twin Software Solutions with Collaborative Industrial Systems : A Comprehensive Review for Operational EfficiencyGuerra-Zubiaga, David; Aksu, Murat; Richards, Gershom; Kuts, VladimirApplied Sciences2025 / art. 7049 https://doi.org/10.3390/app15137049

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199

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Interpretable machine learning for heterogeneous treatment effect estimators with Double ML: a case of access to credit for SMEsMedianovskyi, Kyrylo; Malakauskas, Aidas; Lakstutiene, Ausrine; Ben Yahia, SadokProcedia computer science2023 / p. 2163-2172 : ill https://doi.org/10.1016/j.procs.2023.10.207 Conference proceeding at Scopus Article at Scopus

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200

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Interpretable machine learning for SME financial distress predictionMedianovskyi, Kyrylo; Malakauskas, Aidas; Lakstutiene, Ausrine; Ben Yahia, Sadok12th International Conference on Information Systems and Advanced Technologies "ICISAT 2022" : Intelligent Information, Data Science and Decision Support System2023 / p. 454 - 464 https://doi.org/10.1007/978-3-031-25344-7_42 Article collection metrics at Scopus Article at Scopus

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tehisõpe (subject term)

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subject term 1