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251

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Novel real-time in-step gait anomaly detection algorithmsRostovski, Jakob; Krivošei, Andrei; Kuusik, Alar; Le Moullec, Yannick; Alam, Muhammad Mahtabtechrxiv.org2024 https://doi.org/10.36227/techrxiv.171173236.66440239/v1

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252

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A novel short receptive field based dilated causal convolutional network integrated with Bidirectional LSTM for short-term load forecastingJaved, Umar; Ijaz, Khalid; Jawad, Muhammad; Khosa, Ikramullah; Ansari, Ejaz Ahmad; Zaidi, Khurram Shabih; Rafiq, Muhammad Nadeem; Shabbir, NomanExpert systems with applications2022 / art. 117689 https://doi.org/10.1016/j.eswa.2022.117689 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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253

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Numerical association rule mining : a systematic literature reviewKaushik, Minakshi; Sharma, Rahul; Fister, Iztok jr.; Draheim, DirkarXiv.org2023 / 50 p. : ill https://doi.org/10.48550/arXiv.2307.00662

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

254

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An analysis of human perception of partitions of numerical factor domainsKaushik, Minakshi; Sharma, Rahul; Shahin, Mahtab; Arakkal Peious, Sijo; Draheim, DirkLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; Vol. 13635 LNCS2022 / p. 137-144 https://doi.org/10.1007/978-3-031-21047-1_13 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at WOS

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

255

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On explainable AI and abductive inferenceMedianovskyi, Kyrylo; Pietarinen, Ahti-VeikkoPhilosophies2022 / art. 35 https://doi.org/10.3390/philosophies7020035 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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256

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On statistical paradoxes and overcoming the impact of bias in expert systems : towards fair and trustworthy decision makingSharma, RahulSSRN2023 / 37 p. : ill https://doi.org//10.2139/ssrn.4506432

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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

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On the application of active learning for efficient and effective Iot botnet detectionGuerra Manzanares, Alejandro; Bahsi, HayretdinFuture Generation Computer Systems2023 / p. 40-53 : ill https://doi.org/10.1016/j.future.2022.10.024 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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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

258

book article

On the estimation of complex circuits functional failure rate by machine learning techniquesLange, Thomas; Balakrishnan, Aneesh; Glorieux, Maximilien; Alexandrescu, Dan; Sterpone, Luca49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - DSN 2019 : Supplemental Volume : proceedings2019 / p. 35-41 : ill https://doi.org/10.1109/DSN-S.2019.00021

book article

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A synthetic, hierarchical approach for modelling and managing complex systems' quality and reliability = Sünteetiline, hierarhiline lähenemine keerukate süsteemide kvaliteedi ja töökindluse modelleerimiseks ja haldamiseks

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On the relativity of time : implications and challenges of data drift on long-term effective android malware detectionGuerra Manzanares, Alejandro; Bahsi, HayretdinComputers & Security2022 / art. 102835, 15 p. : ill https://doi.org/10.1016/j.cose.2022.102835 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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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

260

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Open urban mmWave radar and camera vehicle classification dataset for traffic monitoringSoom, Jürgen; Leier, Mairo; Janson, Karl; Tuhtan, Jeffrey A.IEEE Access2024 / p. 65128 - 65140 https://doi.org/10.1109/ACCESS.2024.3397013 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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261

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Optimal Q-learning approach for tuning the cavity filtersSekhri, Even; Tamre, Mart; Kapoor, Rajiv2019 20th International Conference on Research and Education in Mechatronics (REM) : [proceedings]2019 / 5 p. : ill https://doi.org/10.1109/REM.2019.8744118

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Fully automated tuning of microwave coaxial cavity filters = Mikrolaine-koaksiaalfiltrite täisautomaatne häälestamine

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Optimal tuning of fractional order sliding mode controller for PMSM speed using neural network with reinforcement learningZahraoui, Younes; Zaihidee, Fardila M.; Kermadi, Mostefa; Mekhilef, Saad; Alhamrouni, Ibrahim; Seyedmahmoudian, Mehdi; Stojcevski, AlexEnergies2023 / art. 4353 https://doi.org/10.3390/en16114353 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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263

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Optimising full waveform inversion with inhomogeneous transducers: Parameters and considerations for successful implementationRasgado Moreno, Carlos Omar; Xu, Panpan; Rist, Marek; Ratassepp, MadisNDT & E International
2025 / art. 103265 https://doi.org/10.1016/j.ndteint.2024.103265

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Developing guided wave tomography for a pipe bend = Ultrahelitomograaﬁa toru põlvede kontrollimiseks

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Optimization of physical activity recognition for real-time wearable systems : effect of window length, sampling frequency and number of featuresAllik, Ardo; Pilt, Kristjan; Karai, Deniss; Fridolin, Ivo; Leier, Mairo; Jervan, GertApplied sciences2019 / art. 4833, 14 p. : ill https://doi.org/10.3390/app9224833 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Advancing novel physical fatigue assessment and human activity monitoring methods towards perzonalized feedback with wearable sensors = Kantavatel seadmetel põhinevate füüsilise väsimuse hindamise ning inimese aktiivsuse monitoorimise meetodite arendamine personaalseks tagasisideks

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An optimized metamodel for predicting damage and oil outflow in tanker collision accidentsDas, Tanmoy; Goerlandt, Floris; Tabri, KristjanProceedings of the institution of mechanical engineers, part M: journal of engineering for the maritime environment2022 / 14 p. : ill https://doi.org/10.1177/14750902211039659 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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266

newspaper article

Oskuste nappus takistab Eesti ettevõtete arengutTomberg, HannoPostimees2025 / lk. 14 https://dea.digar.ee/article/postimees/2025/02/04/14.9

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267

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Pattern based software architecture for predictive maintenanceTorim, Ants; Liiv, Innar; Ounoughi, Chahinez; Ben Yahia, SadokNordic Artificial Intelligence Research and Development : 4th Symposium of the Norwegian AI Society, NAIS 2022, Oslo, Norway, May 31 - June 1, 2022 : revised selected papers2022 / p. 26-38 https://doi.org/10.1007/978-3-031-17030-0_3 Conference proceedings at Scopus Article at Scopus

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268

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A PD-type iterative learning algorithm for semi-linear distributed parameter systems with sensors/actuatorsZhang, Jianxiang; Cui, Baotong; Jiang, Zhengxian; Chen, JuanIEEE Access2019 / p. 159037-159047 : ill https://doi.org/10.1109/ACCESS.2019.2950456 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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269

newspaper article

Peeter Ross: radioloogia areng on väga kiire ja liigub aina enam mitmemõõtmelise pildi esitamise suunasRoss, Peetermed24.ee2024 Peeter Ross: radioloogia areng on väga kiire ja liigub aina enam mitmemõõtmelise pildi esitamise suunas

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270

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Performance improvement of decision tree : a robust classifier using tabu search algorithmHafeez, Muhammad Asfand; Rashid, Muhammad; Tariq, Hassan; Abideen, Zain Ul; Alotaibi, Saud S.; Sinky, Mohammed H.Applied Sciences (Switzerland)2021 / art. 6728 https://doi.org/10.3390/app11156728 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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271

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Performance of a distributed apriori algorithm using the serverless functions of the Apollo frameworkShahin, Mahtab; Shah, Syed Attique; Sharma, Rahul; Ghasempouri, Tara; Poveda, Juan Aznar; Fahringer, Thomas; Draheim, DirkMachine Learning Methods in Systems : proceedings of 13th Computer Science On-line Conference 20242024 / 12 p https://link.springer.com/book/9783031705946 https://doi.org/10.1007/978-3-031-70595-3_37 Conference proceedings at Scopus Article at Scopus Article at WOS

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Efficient and effective association rule mining on big data and cloud technology : a multifaceted analysis = Tõhus ja efektiivne assotsiatsioonireeglite kaevandamine suurandmetel ja pilvetehnoloogial : mitmekülgne analüüs

272

book article

Pitfalls of machine learning methods in smart grids : a legal perspectiveAntonov, Alexander; Häring, Tobias; Korõtko, Tarmo; Rosin, Argo; Kerikmäe, Tanel; Biechl, Helmuth2021 International Symposium on Computer Science and Intelligent Controls :(ISCSIC 2021), 12-14 November 2021, Rome, Italy : proceedings2021 / p. 248-256 https://doi.org/10.1109/ISCSIC54682.2021.00053

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PMU placement for fault line location using neural additive models—A global XAI techniquePerl, Michael; Sun, Zhenglong; Machlev, Ram; Belikov, Juri; Levy, Kfir Yehuda; Levron, YoashInternational journal of electrical power and energy systems2024 / art. 109573, 10 p. : ill https://doi.org/10.1016/j.ijepes.2023.109573 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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274

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Practical real-time data-driven approach for district cooling plant operational optimizationSukhanov, Ivan; Köse, Ahmet; Tepljakov, Aleksei; Petlenkov, Eduard; Belikov, JuriIEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2024) : proceedings2024 / 5 p https://doi.org/10.1109/ISGTEUROPE62998.2024.10863248

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275

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Predicting psychiatric diseases using autoAI : a performance analysis based on health insurance billing dataBertl, Markus; Ross, Peeter; Draheim, DirkDatabase and Expert Systems Applications : 32nd International Conference, DEXA 2021, Virtual Event, September 27-30, 2021 : proceedings. Part I2021 / p. 104-111 https://doi.org/10.1007/978-3-030-86472-9_9 Conference proceedings at Scopus Article at Scopus Conference proceedings at WOS Article at WOS

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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

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