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251

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Evaluating model performance through a user-centric explainable framework for probabilistic load forecasting modelsRobin, Rebecca; Heistrene, Leena; Belikov, Juri; Baimel, Dmitry; Levron, Yoash2024 Third International Conference on Power, Control and Computing Technologies (ICPC2T)2024 / p. 427 - 432 https://doi.org/10.1109/ICPC2T60072.2024.10474692 Article at Scopus

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252

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Evaluating the impact of artificial intelligence technologies in public services : towards an assessment frameworkNoordt, Colin Pascal van; Misuraca, GianlucaICEGOV '20 : proceedings of the 13th International Conference on Theory and Practice of Electronic Governance : Athens, Greece, September 23-25, 20202020 / p. 8-16 https://doi.org/10.1145/3428502.3428504 Conference Proceedings at Scopus Article at Scopus

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Public value creation with Artificial Intelligence technologies in public administration = Avaliku väärtuse loomine tehisintellekti tehnoloogiatega avalikus halduses

253

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Evaluation of data quality in the Estonian National Health Information System for digital decision supportBertl, Markus; Kankainen, Kristian Juha Ismo; Piho, Gunnar; Draheim, Dirk; Ross, PeeterProceedings of the 3rd International Health Data Workshop (HEDA 2023) co-located with Software Technologies: Applications and Foundations (STAF 2023) : Leicester, United Kingdom, July 21, 2023. Vol. 34402023 / paper 1, 13 p. : ill https://ceur-ws.org/Vol-3440/paper1.pdf Conference proceedings at Scopus Article at Scopus

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Systematic AI support for psychiatry : a framework on how to implement decision support systems = Tehisintellekti süstemaatiline kasutamine psühhiaatrias : otsustustoe rakendamist toetav raamistik

254

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Evaluation of deep learning-based depression detection using medical claims dataBertl, Markus; Bignoumba, Nzamba; Ross, Peeter; Ben Yahia, Sadok; Draheim, DirkArtificial intelligence in medicine2024 / art. 102745, 16 p. : ill https://doi.org/10.1016/j.artmed.2023.102745 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Predictive systems using machine learning tools to forecast adverse events during medical stays = Ennustavad süsteemid, mis kasutavad masinõppe vahendeid kõrvalekallete prognoosimiseks haiglas viibimise ajal

255

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Evaluation of deep learning-based depression detection using medical claims data : preprintBertl, Markus; Bignoumba, Nzamba; Ross, Peeter; Ben Yahia, Sadok; Draheim, DirkSSRN2023 / p. 1-34 : ill https://doi.org/10.2139/ssrn.4478987

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Systematic AI support for psychiatry : a framework on how to implement decision support systems = Tehisintellekti süstemaatiline kasutamine psühhiaatrias : otsustustoe rakendamist toetav raamistik

256

book article

Evaluation of virtual assistants on the Amelia platformPihlak, MerjeAI IN BUSINESS : proceedings of the scientific workshop on business implications of artificial intelligence, June 7, 20222022 / p. 80-82 : ill https://www.ester.ee/record=b5506022*est https://digikogu.taltech.ee/et/Item/2096bada-661d-4928-99a7-bfbce51825d8

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257

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Existence of the Yule-Simpson effect : an experiment with continuous dataSharma, Rahul; Kaushik, Minakshi; Arakkal Peious, Sijo; Shahin, Mahtab; Vidyarthi, Ankit; Draheim, DirkProceedings of the Confluence 2022 : 12th International Conference on Cloud Computing, Data Science & Engineering, 27-28 January 2022 : Virtual2022 / p. 351-355 https://doi.org/10.1109/Confluence52989.2022.9734211

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Uniﬁcation of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks

258

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Expect : eXplainable prediction model for energy consumpTionMouakher, Amira; Inoubli, Wissem; Ounoughi, Chahinez; Ko, AndreaMathematics2022 / art. 248 https://doi.org/10.3390/math10020248 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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259

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An experimental pipeline for automated reasoning in natural language (short paper)Tammet, Tanel; Järv, Priit; Verrev, Martin; Draheim, DirkAutomated Deduction – CADE 29, 29th International Conference on Automated Deduction, Rome, Italy, July 1–4, 2023 : proceedings2023 / p. 509-521 https://doi.org/10.1007/978-3-031-38499-8_29 Conference proceedings at Scopus Article at Scopus Article at WOS

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260

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Explainability and transparency of classifiers for air-handling unit faults using explainable artificial intelligence (XAI)Meas, Molika; Machlev, Ram; Köse, Ahmet; Tepljakov, Aleksei; Loo, Lauri; Levron, Yoash; Petlenkov, Eduard; Belikov, JuriSensors2022 / art. 6338 : ill https://doi.org/10.3390/s22176338 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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261

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Explainable AI based fault detection and diagnosis system for air handling unitsBelikov, Juri; Meas, Molika; Machlev, Ram; Köse, Ahmet; Tepljakov, Aleksei; Loo, Lauri; Petlenkov, Eduard; Levron, YoashProceedings of the 19th International Conference on Informatics in Control, Automation and Robotics - ICINCO, 2022 , Lisbon, Portugal2022 / p. 271-279 https://doi.org/10.5220/0011350000003271

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262

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Explainable Artificial Intelligence (XAI) techniques for energy and power systems : review, challenges and opportunitiesMachlev, Ram; Heistrene, L.; Perl, M.; Levy, K. Y.; Belikov, Juri; Mannor, S.; Levron, YoashEnergy and AI2022 / art. 100169, 13 p. : ill https://doi.org/10.1016/j.egyai.2022.100169 Journal metrics at Scopus Article at Scopus Article at WOS

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263

dissertation

Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemidKalakoti, Rajesh2025 https://www.ester.ee/record=b5769273*est https://doi.org/10.23658/taltech.82/2025 https://digikogu.taltech.ee/et/Item/38fc238a-36e3-456c-9302-d0e702e9fc5a

dissertation

Related publications 11

264

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Explainable federated learning for Botnet Detection in IoT networksKalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, SvenProceedings of the 2024 IEEE International Conference on Cyber Security and Resilience (CSR), September 2-4, 2024, London, UK2024 / p. 22-29 https://doi.org/10.1109/CSR61664.2024.10679348 Article at Scopus Article at WOS

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

265

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Explainable transformer-based intrusion detection in Internet of Medical Things (IoMT) networksKalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin2024 International Conference on Machine Learning and Applications, ICMLA 2024, Miami, Florida, 18-20 December 2024 : proceedings2024 / p. 1164-1169 : ill https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10903225 https://doi.org/10.1109/ICMLA61862.2024.00179 Article at Scopus Article at WOS

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Related publications 1

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

266

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Explaining the decisions of deep learning models for load disaggregation (NILM) based on XAIMachlev, Ram; Malka, Asaf; Perl, Michael; Levron, Yoash; Belikov, Juri2022 IEEE Power & Energy Society General Meeting (PESGM)2022 / art. 183865 , p. 1-5 : ill https://doi.org/10.1109/PESGM48719.2022.9917049

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267

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Explaining the decisions of power quality disturbance classifiers using latent space featuresMachlev, Ram; Perl, Michael; Caciularu, Avi; Belikov, Juri; Levy, Kfir Yehuda; Levron, YoashInternational journal of electrical power & energy systems2023 / art. 108949 https://doi.org/10.1016/j.ijepes.2023.108949 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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268

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Exploratory insights on artificial intelligence for government in EuropeNoordt, Colin Pascal van; Misuraca, GianlucaSocial science computer review2022 / p. 426-444 https://doi.org/10.1177/0894439320980449 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Public value creation with Artificial Intelligence technologies in public administration = Avaliku väärtuse loomine tehisintellekti tehnoloogiatega avalikus halduses

269

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Exploratory visual analytics : technical report of the NATO IST-141 Research Task GroupVarga, Margaret; Arkin, Ethem; Bivall, Petter; Camossi, Elena; Kullman, Kaur; Krilavičius, Tomas; Mandravickaitė, Justina; Lavigne, Valerie; Jayaram, Shivas; Panga, Marius; Liggett, Kristen; Martsinkevičius, Virginijus; Ray, Cyril; Winkelholz, Carsten; Acharya, Nikhil2023 https://www.researchgate.net/publication/361220433_Exploratory_Visual_Analytics

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Related publications 1

Interactive stereoscopically perceivable multidimensional data visualizations for cybersecurity = Interaktiivsed, ruumiliselt tajutavad, mitmemõõtelised andmekuvad küberturbele

270

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An extended review on cyber vulnerabilities of AI technologies in space applications: Technological challenges and international governance of AIBreda, Paola; Markova, Rada; Abdin, Adam; Mantı, Nebile Pelin; Carlo, Antonio; Jha, DevanshuJournal of space safety engineering2023 / p. 447-458 : ill https://doi.org/10.1016/j.jsse.2023.08.003 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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271

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Extending automated deduction for commonsense reasoningTammet, TanelarXiv.org2020 / p. 1-19 https://arxiv.org/pdf/2003.13159.pdf https://arxiv.org/abs/2003.13159

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Factors affecting the SMEs ability to enter the AI revolutionKoppel, Tarmo; Tšernikova, OlgaYou Have Been Replaced by AI : Abstracts of the 11th Annual Entrepreneurship and Innovation Conference (EUAS and Ülemiste City), Tallinn, October 5, 20232023 / p. 12 https://conference.euas.eu/2023/wp-content/uploads/2024/02/ConferenceProceedings2023.pdf

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273

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Fault detection and predictive maintenance of electrical machines : perspective chapterRaja, Hadi Ashraf; Kudelina, Karolina; Asad, Bilal; Vaimann, ToomasNew Trends in Electric Machines - Technology and Applications2022 https://doi.org/10.5772/intechopen.107167

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IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks

274

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Federated Learning of Explainable AI(FedXAI) for deep learning-based intrusion detection in IoT networksKalakoti, Rajesh; Nõmm, Sven; Bahsi, HayretdinComputer networks2025 / art. 111479, 23 p. : ill https://doi.org/10.1016/j.comnet.2025.111479

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Related publications 1

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

275

newspaper article

Filosoof: eetikakomiteede töös pole enam eetika lõhnagiReimann, Andresnovaator.err.ee2024 Filosoof: eetikakomiteede töös pole enam eetika lõhnagi

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