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226

book article

Time-frame analysis of system calls behavior in machine learning-based mobile malware detectionGuerra Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin2019 International Conference on Cyber Security for Emerging Technologies : CSET 2019, Doha, Qatar, 27 October 2019 through 29 October 20192019 / art. 89049088 ; 8 p. : ill https://doi.org/10.1109/CSET.2019.8904908

book article

Seotud publikatsioonid 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

227

book article

Towards artificial intelligence driven immersive environments in virtual reality for industrial applicationsAlsaleh, Saleh Ragheb Saleh; Tepljakov, Aleksei; Tamre, Mart; Petlenkov, Eduard44th International Conference on Telecommunications and Signal Processing (TSP)2021 / p. 340-345 https://doi.org/10.1109/TSP52935.2021.9522676

book article

Seotud publikatsioonid 1

Digital twin based computational methods for XR applications = Digitaalkaksikute põhised arvutuslikud meetodid XR rakenduste jaoks

228

journal article EST / journal article ENG

Towards generation of synthetic data sets for hybrid conflict modellingNõmm, Sven; Venables, AdrianIFAC-Papers OnLine2022 / p. 25-30 https://doi.org/10.1016/j.ifacol.2022.10.226 Conference Proceedings at Scopus Article at Scopus Article at WOS

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229

journal article EST / journal article ENG

Towards personalized elevator travel with smart elevator systemRobal, Tarmo; Reinsalu, Uljana; Leier, MairoBaltic journal of modern computing2020 / p. 675-697 https://doi.org/10.22364/bjmc.2020.8.4.12 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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230

book article

Towards the integration of a post-hoc interpretation step into the machine learning workflow for IoT botnet detectionGuerra Manzanares, Alejandro; Nõmm, Sven; Bahsi, Hayretdin18th IEEE International Conference on Machine Learning and Applications : ICMLA 2019, 16–19 December 2019, Boca Raton, Florida, USA : proceedings2019 / p. 1162-1169 : ill https://doi.org/10.1109/ICMLA.2019.00193

book article

Seotud publikatsioonid 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

231

journal article EST / journal article ENG

Tremor-related feature engineering for machine learning based Parkinson’s disease diagnosticsValla, Elli; Nõmm, Sven; Medijainen, Kadri; Taba, Pille; Toomela, AaroBiomedical signal processing and control2022 / art. 103551 https://doi.org/10.1016/j.bspc.2022.103551 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

232

newspaper article

Türgist Eestisse ükssarvikut ehitama. „Tahan Eestile midagi tagasi anda“Sildmets, KadriEesti Päevaleht2023 https://dea.digar.ee/article/lp/2023/07/28/15.1 Türgist Eestisse ükssarvikut ehitama. „Tahan Eestile midagi tagasi anda“

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233

journal article EST / journal article ENG

Understanding multidimensional verification : where functional meets non-functionalLai, Xinhui; Balakrishnan, Aneesh; Lange, Thomas; Jenihhin, Maksim; Ghasempouri, Tara; Raik, Jaan; Alexandrescu, DanMicroprocessors and microsystems2019 / art. 102867, 13 p. : ill https://doi.org/10.1016/j.micpro.2019.102867 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

Seotud publikatsioonid 2

234

book article

Unsupervised fouling reconstruction in the pipe bendIablonskyi, Denys; Rasgado Moreno, Carlos Omar; Ratassepp, Madis; Klami, Arto; Hæggström, Edward; Salmi, Ari2023 IEEE International Ultrasonics Symposium (IUS)2023 / 3 p https://doi.org/10.1109/IUS51837.2023.10306373

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235

book article

Using machine learning algorithms to form an automatic student’s grade based on the sets of assessment questionsShvets, Oleg; Kuzmina, Jelena; Murtazin, Kristina; Piho, Gunnar; Meeter, MartijnINTED2023 Proceedings2023 / p. 1066-1074 https://doi.org/10.21125/inted.2023.0319

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236

book article EST / book article ENG

Using machine learning for automated assessment of misclassification of goods for fraud detectionSpitšakova, Margarita; Haav, Hele-MaiDatabases and Information Systems : 14th International Baltic Conference, DB&IS 2020, Tallinn, Estonia, June 16-19, 2020 : Proceedings2020 / p. 144-158 https://doi.org/10.1007/978-3-030-57672-1_12 Conference proceeding at Scopus Article at Scopus

book article EST / book article ENG

237

book article EST / book article ENG

Using MedBIoT dataset to build effective machine learning-based IoT botnet detection systemsGuerra Manzanares, Alejandro; Medina-Galindo, Jorge; Bahsi, Hayretdin; Nõmm, SvenInformation Systems Security and Privacy : 6th International Conference, ICISSP 2020, Valletta, Malta, February 25–27, 2020 : revised selected papers2022 / p. 222–243 https://doi.org/10.1007/978-3-030-94900-6_11 Conference proceedings at Scopus Article at Scopus Article at WOS

book article EST / book article ENG

Seotud publikatsioonid 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

238

journal article EST / journal article ENG

Using reinforcement learning to optimize the acceptance threshold of a credit scoring modelHerasymovych, Mykola; Märka, Karl; Lukason, OliverApplied Soft Computing Journal2019 / Art. 105697 https://doi.org/10.1016/j.asoc.2019.105697 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

239

newspaper article

Uuring: Eesti majanduse veduriks võib saada kuus tehnoloogiavaldkondaBioneer.ee2023 Uuring: Eesti majanduse veduriks võib saada kuus tehnoloogiavaldkonda

newspaper article

240

newspaper article

Uus meetod aitab mõista masinõppe hingeelu [Võrguväljaanne]postimees.ee2021 "Uus meetod aitab mõista masinõppe hingeelu"

newspaper article

241

book article

Wafer-level die re-test success prediction using machine learningSelg, Hardi; Jenihhin, Maksim; Ellervee, Peeter21st IEEE Latin-American Test Symposium (LATS) 2020 : proceedings2020 / 5 p https://doi.org/10.1109/LATS49555.2020.9093672

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242

book article

Verification of machine learning modelling strategy in microgrid simulationsHäring, Tobias20th International Symposium "Topical problems in the field of electrical and power engineering. Doctoral school of energy and geotechnology. III" : Tallinn, Estonia, September 8-10, 20212021 / p. 79-80 : ill https://www.ester.ee/record=b5457278*est

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243

book article EST / book article ENG

Why not to trust big data : discussing statistical paradoxesSharma, Rahul; Kaushik, Minakshi; Peious, Sijo Arakkal; Shahin, Mahtab; Vidyarthi, Ankit; Tiwari, Prayag; Draheim, DirkDatabase Systems for Advanced Applications : DASFAA 2022, International Workshops BDMS, BDQM, GDMA, IWBT, MATQTDS, and PMBD, Virtual Event, April 11–14, 2022 : proceedings2022 / p. 50-63 : ill https://doi.org/10.1007/978-3-031-11217-1_4 Conference Proceedings at Scopus Article at Scopus Conference proceedings at WOS Article at WOS

book article EST / book article ENG

Seotud publikatsioonid 1

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

244

dissertation

Virtual inertia control of microgrids using deep reinforcement learning methods = Mikrovõrkude virtuaalse inertsi juhtimine sügava stiimulõppe meetoditegaŠkiparev, Vjatšeslav2023 https://doi.org/10.23658/taltech.37/2023 https://digikogu.taltech.ee/et/Item/6d924a63-2390-4324-bf1c-00b24111605e https://www.ester.ee/record=b5571224*est

dissertation

Seotud publikatsioonid 8

245

book article

Virtual reality meets intelligence in large scale architectureKöse, Ahmet; Petlenkov, Eduard; Tepljakov, Aleksei; Vassiljeva, KristinaAugmented Reality, Virtual Reality, and Computer Graphics : 4th International Conference, AVR 2017, Ugento, Italy, June 12-15, 2017 : proceedings. Part II2017 / p. 297-309 : ill https://doi.org/10.1007/978-3-319-60928-7_26

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246

book article

Work-in-progress : exploring psychological and behavioural differences between university IT student segments formed based on dropout time and academic performancePuudist, Eerik Sven; Luberg, Ago; Aus, KatiLearning in the Age of Digital and Green Transition : Proceedings of the 25th International Conference on Interactive Collaborative Learning (ICL2022), Volume 22023 / p. 590-596 https://doi.org/10.1007/978-3-031-26190-9_62

book article

247

newspaper article

Ülikool mineviku ja tuleviku vahel: mida toob tehismõtlemine?Tammet, Taneldigi.geenius.ee2024 Ülikool mineviku ja tuleviku vahel: mida toob tehismõtlemine? Mente et manu

newspaper article

248

book article

XgBoost based short-term electrical load forecasting considering trends & periodicity in historical dataShabbir, Noman; Ahmadiahangar, Roya; Rosin, Argo; Jawad, Muhammad; Kilter, Jako; Martins, Joao2023 IEEE International Conference on Energy Technologies for Future Grids (ETFG)2023 / 6 p https://doi.org/10.1109/ETFG55873.2023.10407926

book article

249

book article EST / book article ENG

Yet another canonical nondeterministic automatonMaarand, Hendrik; Tamm, HellisDescriptional Complexity of Formal Systems : 24th IFIP WG 1.02 International Conference, DCFS 2022, Debrecen, Hungary, August 29-31, 2022, proceedings2022 / p. 184-196 : ill https://doi.org/10.1007/978-3-031-13257-5_14 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at WOS

book article EST / book article ENG

250

journal article

Искусственный интеллект в решении задач зеленого поворотаPetlenkov, Eduard; Belikov, JuriRUP. Финансово-правовой журнал2023 / c. 3-7 https://www.ester.ee/record=b5550868*est

journal article

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