Otsing - TalTech teadusportaal

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reasta

201

artikkel kogumikus

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

artikkel kogumikus

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

202

artikkel kogumikus

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

artikkel kogumikus

203

artikkel kogumikus EST / artikkel kogumikus ENG

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

artikkel kogumikus EST / artikkel kogumikus ENG

Seotud publikatsioonid 1

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

204

artikkel ajakirjas

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

artikkel ajakirjas

205

artikkel ajakirjas EST / artikkel ajakirjas ENG

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

artikkel ajakirjas EST / artikkel ajakirjas ENG

206

artikkel ajakirjas EST / artikkel ajakirjas ENG

An Improved Hybrid Lightweight Approach for Bearing Fault Detection and Classification in Three-Phase Squirrel Cage Induction MotorsKhan, Muhammad Amir; Asad, Bilal; Naseer, Muhammad Usman; Vaimann, Toomas; Kallaste, AntsMachines2026 / art. 68 https://doi.org/10.3390/machines14010068

artikkel ajakirjas EST / artikkel ajakirjas ENG

207

dissertatsioon

Improved Training Methods for Multi-Talker Speech Processing = Treeningmeetodid mitme rääkijaga kõne töötluseksKalda, Joonas2026 https://www.ester.ee/record=b6035751*est https://digikogu.taltech.ee/et/Item/8b828320-473c-4232-bca5-100d40f3c7ed https://doi.org/10.23658/taltech.15/2026

dissertatsioon

Seotud publikatsioonid 5

208

artikkel ajakirjas EST / artikkel ajakirjas ENG

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

artikkel ajakirjas EST / artikkel ajakirjas ENG

209

artikkel ajakirjas

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

artikkel ajakirjas

210

artikkel ajakirjas EST / artikkel ajakirjas ENG

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

artikkel ajakirjas EST / artikkel ajakirjas ENG

211

artikkel ajakirjas

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

artikkel ajakirjas

Seotud publikatsioonid 1

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

212

artikkel kogumikus

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

artikkel kogumikus

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

213

artikkel ajakirjas EST / artikkel ajakirjas ENG

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

artikkel ajakirjas EST / artikkel ajakirjas ENG

Seotud publikatsioonid 1

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

214

artikkel ajakirjas EST / artikkel ajakirjas ENG

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

artikkel ajakirjas EST / artikkel ajakirjas ENG

215

artikkel kogumikus

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

artikkel kogumikus

216

raamat

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

raamat

217

artikkel kogumikus

An integrated approach for pulse detection and classification of partial discharge (PD) signalsChoudhary, Maninder; Kiitam, Ivar; Palu, Ivo2025 IEEE 66th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)2025 / 7 p https://doi.org/10.1109/RTUCON67996.2025.11415031

artikkel kogumikus

218

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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

artikkel ajakirjas EST / artikkel ajakirjas ENG

219

artikkel kogumikus EST / artikkel kogumikus ENG

An intelligent decision support method for assisted ship maneuvering and route planning using pre-trained deep learning modelZhang, M. Y.; Shen, W. H.; Tsoulakos, N.; Wang, H. D.; Kujala, Pentti Jouko Sakari; Hirdaris, S.Trends in Collision and Grounding of Ships and Offshore Structures2025 / p. 440-448 https://doi.org/10.1201/9781003684404-56

artikkel kogumikus EST / artikkel kogumikus ENG

220

artikkel ajakirjas EST / artikkel ajakirjas ENG

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

artikkel ajakirjas EST / artikkel ajakirjas ENG

221

artikkel kogumikus EST / artikkel kogumikus ENG

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

artikkel kogumikus EST / artikkel kogumikus ENG

222

artikkel ajakirjas EST / artikkel ajakirjas ENG

Inverse design of electrospun nanofibers : an XGBoost and PSO framework for targeted diameter controlMahdian, Mehrab; Ender, Ferenc; Pardy, Tamastechrxiv.org2025 / 19 p https://doi.org/10.36227/techrxiv.176462978.82946427/v1

artikkel ajakirjas EST / artikkel ajakirjas ENG

223

dissertatsioon

IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaksRaja, Hadi Ashraf2023 https://doi.org/10.23658/taltech.20/2023 https://digikogu.taltech.ee/et/Item/3015334f-c32b-43ae-ba2d-bfcda536aba5 https://www.ester.ee/record=b5558656*est

dissertatsioon

Seotud publikatsioonid 7

224

artikkel ajalehes

Juri Belikov: kas juhtimisteooriast ja AI-st saab hästi toimiv paar?Belikov, Juriforte.delfi.ee2025 repliik-juri-belikov-kas-juhtimisteooriast-ja-ai-st-saab-hasti-toimiv-paar

artikkel ajalehes

225

artikkel kogumikus

JÄNES : a NAS framework for ML-based EDA applicationsSelg, Hardi; Jenihhin, Maksim; Ellervee, PeeterIEEE International Symposium on Defect and Fault Tolerance in VLSI Systems2021 https://doi.org/10.1109/DFT52944.2021.9568321

artikkel kogumikus

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