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Multi-Rate Vibration Signal Analysis for Enhanced Data-Driven Monitoring of Bearing Faults in Induction MachinesEl Bouharrouti, Nada; Koveshnikov, Semen; Garcia-Calva, Tomas Alberto; Vehvilainen, Milla; Kudelina, Karolina; Naseer, Muhammad Usman; Vaimann, Toomas; Belahcen, Anouar2024 International Conference on Electrical Machines, ICEM 20242024 / 7 p. http://dx.doi.org/10.1109/ICEM60801.2024.10700488

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252

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Multi-step ahead short-term residential DC load forecasting : A comparative study of NGBoost-based algorithmsShabbir, Noman; Husev, Oleksandr; Hokmabad, Hossein Nourollahi; Daniel, Kamran; Jawad, Muhammad; Martins, Joao2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)2025 / 6 p https://doi.org/10.1109/ICDCM63994.2025.11144710

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253

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An NB-IoT based edge-of-things framework for energy-efficient image transferKhan, Sikandar Muhammad Zulqarnain; Le Moullec, Yannick; Alam, Muhammad MahtabSensors2021 / art. 5929, 21 p. : ill https://doi.org/10.3390/s21175929 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Narrowband internet of things (NB-IoT) : from radio network coverage to device energy consumption modeling and energy-eﬃcient application = Kitsaribaline asjade internet (NB-IoT) : raadiovõrgu katvusest seadme energiatarbe modelleerimise ja energiasäästliku rakenduseni

254

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Network IDS alert classification with active learning techniquesVaarandi, Risto; Guerra-Manzanares, AlejandroJournal of Information Security and Applications2024 / art. 103687 https://doi.org/10.1016/j.jisa.2023.103687 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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255

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Neuro-fuzzy approach for fault prediction of mechanical bearing faults using vibration analysisShirokova, Veroonika; Kudelina, Karolina; Raja, Hadi Ashraf; Rjabtšikov, Viktor; Baraškova, Tatjana; Nutonen, KarleIECON Proceedings (Industrial Electronics Conference) IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society2024 / p. 1-6 https://doi.org/10.1109/IECON55916.2024.10905990 Conference proceedings at Scopus Article at Scopus

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256

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Neuro-fuzzy framework for fault prediction in electrical machines via vibration analysisKudelina, Karolina; Raja, Hadi AshrafEnergies2024 / art. 2818 https://doi.org/10.3390/en17122818 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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257

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A new efficient ALignment-driven Neural Network for mortality prediction from irregular multivariate time series data [Formula presented]Bignoumba, Nzamba; Mellouli, Nedra; Ben Yahia, SadokExpert systems with applications2024 / art. 122148 https://doi.org/10.1016/j.eswa.2023.122148 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

258

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New solution for extracting inductive learning rules and their post-analysisKuusik, Rein, inform.; Lind, GreteIMMM 2011 : The First International Conference on Advances in Information Mining and Management : Barcelona, Spain, October 23-28, 20112011 / p. 121-126 http://personales.upv.es/thinkmind/dl/conferences/immm/immm_2011/immm_2011_6_30_20160.pdf

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259

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Non-intrusive load monitoring based smart energy management system for smart buildingsJawad, Muhammad; Shabbir, Noman; Ahmadiahangar, Roya; Rosin, Argo; Khaleel, T.; Tahir, W.2024 7th International Conference on Information and Computer Technologies (ICICT) : proceedings2024 / p. 46-50 https://doi.org/10.1109/ICICT62343.2024.00014

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260

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Non-Line of Sight detection based on 5G signal strength- and quality measurements and its impact on mobile positioning accuracyMüürsepp, Ivo; Fjodorov, Aleksei; Alam, Muhammad Mahtab2024 International Wireless Communications and Mobile Computing (IWCMC)2024 / p. 256-261 https://doi.org/10.1109/IWCMC61514.2024.10592586

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261

newspaper article

Noore IT-teadlase preemia pälvinu TalTechist uurib, miks masinõpe pole veel laialt levinud [Võrguväljaanne]Kald, Indrekituudised.ee2022 "Noore IT-teadlase preemia pälvinu TalTechist uurib, miks masinõpe pole veel laialt levinud"

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262

journal article

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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263

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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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264

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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

265

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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

266

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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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267

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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

269

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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

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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

270

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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

271

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Online learning-based coordination control of the interlinking converter in hybrid ac/dc microgridGutierrez-Escalona, Javier; Roncero-Clemente, Carlos; Matiushkin, Oleksandr; Romero-Cadaval, Enrique; Gonzalez-Romera, Eva; Martins, Joao2025 IECON – 51st Annual Conference of the IEEE Industrial Electronics Society2025 / 6 p https://doi.org/10.1109/IECON58223.2025.11221287

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272

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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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273

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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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275

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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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