Application of neural networks based SANARX model for identification and control liquid level tank systemBelikov, Juri; Nõmm, Sven; Petlenkov, Eduard; Vassiljeva, Kristina2013 12th International Conference on Machine Learning and Applications : ICMLA 2013 : 4-7 December 2013, Miami, Florida, USA : proceedings. Vol. 12013 / p. 246-251 : ill

Artificial intelligence methods for data based modeling and analysis of complex processes : real life examples [Online resource]Vassiljeva, Kristina; Petlenkov, Eduard; Vansovitš, Vitali; Tepljakov, AlekseiProceedings of the 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP) : Lviv, Ukraine, August 23-27, 20162016 / p. 363-368 : ill https://doi.org/10.1109/DSMP.2016.7583579

Bidirectional recurrent neural network with attention mechanism for punctuation restorationTilk, Ottokar; Alumäe, Tanel17th Annual Conference of the International Speech Communication Association
(INTERSPEECH 2016) : Understanding Speech Processing in Humans and Machines : San Francisco, California, USA, 8-12 September 20162016 / p. 3047-3051 : ill http://doi.org/10.21437/Interspeech.2016-1517

Classification and denoising of objects in TEM and CT images using deep neural networks = Objektide klassifitseerimine ja müratustamine TEM ja KT kujutistelt sügavate närvivõrkude abilGupta, Anindya2018 https://digi.lib.ttu.ee/i/?9954

Computational intelligence approach for estimation of vehicle insurancere risk levelVassiljeva, Kristina; Tepljakov, Aleksei; Petlenkov, Eduard; Netšajev, Eduard2017 International Joint Conference on Neural Networks (IJCNN 2017) : Anchorage, Alaska, USA, 14-19 May 20172017 / p. 4073-4078 : ill https://doi.org/10.1109/IJCNN.2017.7966370

Computational intelligence methods based design of closed-loop systemBelikov, Juri; Petlenkov, Eduard; Vassiljeva, Kristina; Nõmm, SvenNeural information processing : 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013 : proceedings. Part I2013 / p. 215-224 : ill

Concept formation in exploratory data analysis : case studies of linguistic and banking data = Mõiste moodustamine uurivas andmeanalüüsis: keele- ja pangandusandmete juhtumianalüüsidKirt, Toomas2007 https://www.ester.ee/record=b2324671*est

Considerations regarding the concept of cost-effective power-assist wheelchair subsystems (case study and initial evaluation)Galkin, Ilja; Podgornovs, Andrejs; Blinov, Andrei; Kosenko, RomanScientific Journal of Riga Technical University. Electrical, control and communication engineering2018 / p. 71-80 : ill https://doi.org/10.2478/ecce-2018-0008

Correlation of blood-brain penetration and human serum albumin binding with theoretical descriptiorsKarelson, Mati; Dobchev, Dimitar; Tamm, Tarmo; Tulp, Indrek; Jänes, Jaak; Tämm, Kaido; Lomaka, Andre; Savchenko, Deniss; Karelson, GunnarArkivoc2008 / XVI, p. 38-60 : ill https://www.arkat-usa.org/get-file/26925/

Driver distraction detection and evaluation with artificial neural network and fuzzy logic : In-vehicle information system as a driver's secondary activity: case studyAksjonov, Andrei; Nedoma, Pavel; Vodovozov, Valery; Petlenkov, Eduard15th International Workshop on Advanced Motion Control : (AMC 2018), Tokyo, Japan2018 / p. 523–528 : ill https://www.researchgate.net/publication/323747995_Driver_Distraction_Detection_and_Evaluation_with_Artificial_Neural_Network_and_Fuzzy_Logic_In-vehicle_information_system_as_a_driver%27s_secondary_activity_Case_study

Dynamic predictive modeling approach of user behavior in virtual reality based applicationKöse, Ahmet; Tepljakov, Aleksei; Petlenkov, Eduard2019 27th Mediterranean Conference on Control and Automation (MED)2019 / p. 57-62 : ill https://doi.org/10.1109/MED.2019.8798521

Event participant modelling with neural networksTilk, Ottokar; Demberg, Vera; Sayeed, Asad; Klakow, Dietrich; Thater, StefanProceedings of the 2016 Conference on Empirical Methods in Natural Language Processing : EMNLP 2016 : Austin, Texas, USA, November 1-4, 20162016 / p. 171-182 : ill https://aclweb.org/anthology/D16-1017

Flow velocity estimation using a fish-shaped lateral line probe with product-moment correlation features and a neural networkTuhtan, Jeffrey Andrew; Fuentes-Pérez, Juan Francisco; Toming, Gert; Kruusmaa, MaarjaFlow measurement and instrumentation2017 / p. 1-8 : ill https://doi.org/10.1016/j.flowmeasinst.2016.10.017

Global 3D map merging methods for robot navigation = 3D globaalkaardi ühendamise meetodid roboti navigeerimiseksShvarts, Dmitry2013 https://www.ester.ee/record=b2967928*est

In silico machine learning methods in drug developmentDobchev, Dimitar Atanasov; Pillai, Girinath Gopinathan; Karelson, MatiCurrent topics in medicinal chemistry2014 / p. 1913-1922

Kuhu küll tehismõistus on jäänud?Tõugu, EnnHorisont2014 / lk. 30-36 : ill

Low-resource neural headline generationTilk, Ottokar; Alumäe, TanelWorkshop on new frontiers in summarization 20172017 / p. 20-26 : ill http://dx.doi.org/10.18653/v1/W17-4503 http://www.aclweb.org/anthology/W17-4503

Multi-criteria design optimization of ultra large diameter permanent magnet generatorPabut, Ott; Eerme, Martin; Kallaste, Ants; Vaimann, ToomasElektronika ir elektrotechnika = Electronics and electrical engineering2015 / p. 42-48 : ill

Multi-domain recurrent neural network language model for medical speech recognitionTilk, Ottokar; Alumäe, TanelHuman language technologies - the Baltic perspective : proceedings of the sixth International Baltic Conference, Baltic HLT 20142014 / p. 149-152 : ill

Neural network motion control of VTAV by NARMA-L2 controller for enhanced situational awarenessAstrov, Igor; Berezovski, NatalyaInternational journal of computer, electrical, automation, control and information engineering2015 / p. 1784-1788 : ill http://scholar.waset.org/1999.4/10001781

Neural networks based identification and control of nonlinear systems : ANARX model based approachPetlenkov, Eduard2007 https://www.ester.ee/record=b2315845*est

Neural networks for language modeling and related tasks in low-resourced domains and languages = Tehisnärvivõrgud keele modelleerimise ja sellega seotud ülesannete jaoks väheste ressurssidega valdkondades ja keeltesTilk, Ottokar2018 https://digi.lib.ttu.ee/i/?10856

A Novel driver performance model based on machine learningAksjonov, Andrei; Nedoma, Pavel; Vodovozov, Valery; Petlenkov, Eduard; Herrmann, MartinIFAC-PapersOnLine2018 / p. 267-272 : ill http://dx.doi.org/10.1016/j.ifacol.2018.07.044

Pavement defect segmentation in orthoframes with a pipeline of three convolutional neural networksLõuk, Roland; Riid, Andri; Pihlak, Rene; Tepljakov, AlekseiAlgorithms2020 / art. 198, 27 p. : ill https://doi.org/10.3390/a13080198 Journal metrics at scopus Article at Scopus Journal metrics at WOS Article at WOS

Production monitoring system with predictive functionalityEiskop, Tanel; Snatkin, Aleksei; Karjust, KristoJournal of engineering science and technology2017 / p. 2410-2425 : ill http://jestec.taylors.edu.my/V12Issue9.htm

Restricted connectivity neural networks based identification for control = Piiratud ühenduvusega tehisnärvivõrkudel põhinev identifitseerimine juhtimiseksVassiljeva, Kristina2012

Speech-based identification of children’s gender and age with neural networksPiel, Leo Kristopher; Alumäe, TanelHuman Language Technologies - the Baltic Perspective : Proceedings of the Eighth International Conference, Baltic HLT 20182018 / p. 104-111 https://doi.org/10.3233/978-1-61499-912-6-104 Conference proceedings at Scopus Article at Scopus Article at WOS

Subchronic oral and inhalation toxicities : a challenging attempt for modeling and predictionDobchev, Dimitar A.; Tulp, Indrek; Karelson, Gunnar; Tamm, Tarmo; Tämm, Kaido; Karelson, MatiMolecular informatics2013 / p. 793-801 : ill