Adaptive output feedback linearization for a class of NN-based ANARX modelsPetlenkov, Eduard; Nõmm, Sven; Kotta, ÜlleProceedings of the 6th IEEE International Conference on Control and Automation : Guangzhou, China, May 30 - June 1, 20072007 / p. 3173-3178 https://ieeexplore.ieee.org/document/4376947

Adaptive output feedback linearization for a class of NN-based ANARX modelsPetlenkov, Eduard; Nõmm, Sven; Kotta, Ülle5th Junior European Meeting on Control & Information Technology : September 20-22, 2006, Tallinn, Estonia : book of abstracts2006 / p. 10

AI ja tööturg: kes võidab, kes kaotab?Vaaks, EveliisTrialoog2025 https://trialoog.taltech.ee/ai-ja-tooturg-kes-voidab-kes-kaotab/

An alternative approach to measure quantity and smoothness of the human limb motionsNõmm, Sven; Toomela, AaroEstonian journal of engineering2013 / p. 298-308 : ill https://doi.org/10.3176/eng.2013.4.05 Article at Scopus

An alternative approach to distinguish movements of Parkinson disease patientsNõmm, Sven; Toomela, Aaro; Vaske, Martti; Uvarov, Dan; Taba, PilleIFAC-PapersOnLine2016 / p. 272-276 : ill https://doi.org/10.1016/j.ifacol.2016.10.546 Conference Proceedings at Scopus Article at Scopus Article at WOS

Analysis of the impact of poisoned data within Twitter classification modelsPrice, Christopher; Nõmm, Sven; Priisalu, JaanProceedings of the 5th interdisciplinary cyber research conference 2019 : 29th of June 2019, Tallinn University of Technology [Online resource]2019 / p. 53-57 https://doi.org/10.1016/j.ifacol.2019.12.170 https://www.ester.ee/record=b5238490*est Conference proceedings at Scopus Article at Scopus Article at WOS

Analysis of the impact of poisoned data within Twitter classification modelsPrice, Christopher; Piirsalu, Jaan; Nõmm, SvenIFAC-PapersOnLine2019 / p. 175-180 https://doi.org/10.1016/j.ifacol.2019.12.170

Applicability of spiral drawing test for mental fatigue modellingSenkiv, Olesja; Nõmm, Sven; Toomela, AaroIFAC-PapersOnLine2019 / p. 190-195 : ill https://doi.org/10.1016/j.ifacol.2019.01.064 Conference proceedings at Scopus Article at Scopus Article at WOS

Application of bidding automata for measuring the informativeness of hand motion characteristic featuresParm, Kenno; Nõmm, Sven; Vain, JüriBEC 2010 : 2010 12th Biennial Baltic Electronics Conference : proceedings of the 12th Biennial Baltic Electronics Conference : Tallinn University of Technology, October 4-6, 2010, Tallinn, Estonia2010 / p. 205-208 : ill

Application of neural networks based ANARX structure to backing up control of a truck-trailer [Electronic resource]Belikov, Juri; Petlenkov, Eduard; Nõmm, Sven6th IFAC Symposium on Intelligent Autonomous Vehicles : IFAC \IAV 2007 : September 3-5, 2007, Touluse, France : symposium proceedings CD ROM2007 / [5] p. [CD-ROM] https://www.sciencedirect.com/science/article/pii/S147466701634647X

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

Application of self organizing Kohonen Map to detection of surgeon motions during endoscopic surgeryPetlenkov, Eduard; Nõmm, Sven; Vain, Jüri; Miyawaki, Fujio2008 International Joint Conference on Neural Networks (IJCNN2008), 2008 IEEE World Congress on Computational Intelligence (WCCI2008) : June 1-6, 2008, Hong Kong2008 / p. 2807-2812 https://ieeexplore.ieee.org/document/4634193

Application of the LSTM models for Baltic Sea wave spectra estimationSimon, Martin; Rikka, Sander; Nõmm, Sven; Alari, VictorIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2023 / p. 83-88 : ill https://doi.org/10.1109/JSTARS.2022.3220882 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Application of volume bounding box decomposition for surgeon’s hand gestures recognitionNõmm, Sven; Leibak, Alar; Vain, Jüri; Miyawaki, FujioIECON 2010 : 36th Annual Conference on IEEE Industrial Electronics Society : Glendale, Arizona, USA, 07 - 10 November, 2010 : proceedings2010 / p. 1076-1080 : ill https://ieeexplore.ieee.org/document/5675518

Application of volume bounding box decomposition for surgeon's hand gestures recognitionNõmm, Sven; Leibak, Alar; Vain, Jüri; Miyawaki, FujioAbstracts IECON 2010 - ICELIE 2010 : 36th Annual Conference of the IEEE Industrial Electronics Society, 4th International Conference on E-Learning in Industrial Electronics, IES Industry Forum 2010 : Arizona, USA, 7-10 November 20102010 / p. 102 https://ieeexplore.ieee.org/document/5675518

CALL-technolgy based approach to control acquisition of foreign language skillsNymm, Voldemar; Piotrowska, Xenia; Nõmm, Sven; Ronzhin, AndreyProceedings of the III International Conference on Language Engineering and Applied Linguistics (PRLEAL-2019), Saint Petersburg, Russia, November 27, 20192020 / art. 157532, p. 200-210 http://ceur-ws.org/Vol-2552/Paper16.pdf Conference proceedings at Scopus Article at Scopus

CNN based analysis of the Luria’s alternating series test for Parkinson’s disease diagnosticsZarembo, Sergei; Nõmm, Sven; Medijainen, Kadri; Taba, Pille; Toomela, AaroRecent Challenges in Intelligent Information and Database Systems : 13th Asian Conference, ACIIDS 2021, Phuket, Thailand, April 7–10, 2021 : proceedings2021 / p. 3-13 https://doi.org/10.1007/978-981-16-1685-3_1 Conference Proceedings at Scopus Article at Scopus

Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson’s diseaseWang, Xuechao; Huang, Junqing; Chatzakou, Marianna; Nõmm, Sven; Valla, Elli; Medijainen, Kadri; Taba, Pille; Toomela, Aaro; Ruzhansky, MichaelBiomedical signal processing and control2024 / art. 105436, 8 p https://doi.org/10.1016/j.bspc.2023.105436

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 https://doi.org/10.1007/978-3-642-42054-2_28 Conference Proceedings at Scopus Article at Scopus

Deep CNN based classification of the Archimedes spiral drawing tests to support diagnostics of the Parkinson’s diseaseNõmm, Sven; Zarembo, Sergei; Medijainen, Kadri; Taba, Pille; Toomela, AaroIFAC-Papers OnLine2020 / p. 260-264 https://doi.org/10.1016/j.ifacol.2021.04.185 Conference proceedings at Scopus Article at Scopus Article at WOS

Deep Learning Based Segmentation of Luria's Alternating Series Test to Support Diagnostics of Parkinson's DiseaseValla, Elli; Laur, Henry; Nõmm, Sven; Medijainen, Kadri; Taba, Pille; Toomela, Aaro2023 International Conference on Machine Learning and Applications (ICMLA)2023 / p. 1066-1071 : ill https://doi.org/10.1109/ICMLA58977.2023.00158

Detailed analysis of the Luria's alternating series tests for Parkinson's disease diagnosticsNõmm, Sven; Bardõš, Konstantin; Toomela, Aaro; Medijainen, Kadri; Taba, Pille17th IEEE International Conference on Machine Learning and Applications : ICMLA 2018, 17–20 December 2018, Orlando, Florida, USA : proceedings2018 / p. 1347–1352 https://doi.org/10.1109/ICMLA.2018.00219

Determining necessary length of the alternating series test for Parkinson's disease modellingNõmm, Sven; Kossas, Tanel; Toomela, Aaro; Medijainen, Kadri; Taba, Pille2019 International Conference on Cyberworlds : CW 2019 : 2-4 October 2019, Kyoto, Japan : proceedings2019 / p. 261-266 : ill http://doi.org/10.1109/CW.2019.00050

Differences in Android behavior between real device and emulator : a malware detection perspectiveGuerra Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, Sven6th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Granada, Spain, October 22-25, 20192019 / art. 8939268, p. 399-404 https://doi.org/10.1109/IOTSMS48152.2019.8939268

Dimensionality reduction for machine learning based IoT botnet detectionBahsi, Hayretdin; Nõmm, Sven15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018) : Singapore, November 18-21, 20182018 / p. 1857-1862 : ill https://doi.org/10.1109/ICARCV.2018.8581205

Dynamic output feedback linearization based adaptive control of nonlinear MIMO systemsPetlenkov, Eduard; Belikov, Juri; Nõmm, Sven; Wyrwas, MałgorzataThe American Control Conference (ACC2008) : Seattle, Washington, USA, June 11-13, 20082008 / p. 3446-3451 https://ieeexplore.ieee.org/document/4587026

An efficient neural network for the diagnosis of Parkinson’s disease using dynamic handwriting analysisWang, Xuechao; Nõmm, Sven; Huang, Junqing; Chatzakou, Marianna; Ruzhansky, MichaelExtended Abstracts MWCAPDE 2023 : Methusalem Workshop on Classical Analysis and Partial Differential Equations2024 / p. 97 - 104 https://doi.org/10.1007/978-3-031-41665-1_11 Article Collection metrics at Scopus Article at Scopus Article at WOS

Energy-efficient multi-fragment Markov model guided online model-based testing for MPSoCVain, Jüri; Tsiopoulos, Leonidas; Kharchenko, Vyacheslav; Apneet Kaur; Jenihhin, Maksim; Raik, Jaan; Nõmm, SvenGreen IT Engineering: Social, Business and Industrial Applications2019 / p. 273-297 https://doi.org/10.1007/978-3-030-00253-4_12 Article collection at Scopus Article at Scopus

Enhancing cerebral palsy gait analysis with 3D computer vision : a dual-camera approachValla, Elli; Kanter, Gert; Nõmm, Sven; Kuusk, Anton Osvald; Maran, Peeter; Seenmaa, Karl Mihkel; Mägi, Killu; Toomela, Aaro2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)2024 / p. 1352-1357 https://doi.org/10.1109/CoDIT62066.2024.10708137 Article at Scopus

Enhancing IoT botnet attack detection in SOCs with an explainable active learning frameworkKalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin2024 IEEE World AI IoT Congress (AIIoT)2024 / p. 265 - 272 https://doi.org/10.1109/AIIoT61789.2024.10578957 Article at Scopus Article at WOS

Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structureNõmm, Sven; Vassiljeva, Kristina; Petlenkov, EduardWCCI 2012 : IEEE World Congress on Computational Intelligence : June, 10-15, 2012, Brisbane, Australia2012 / p. 1682-1688 : ill https://ieeexplore.ieee.org/document/6252599

Evolutionary design of the closed loop control on the basis of NN-ANARX model using genetic algorithmVassiljeva, Kristina; Petlenkov, Eduard; Nõmm, SvenNeural information processing : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012 : proceedings. Part I2012 / p. 592-599 : ill https://link.springer.com/chapter/10.1007/978-3-642-34475-6_71

Explainable federated learning for Botnet Detection in IoT networksKalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, SvenProceedings of the 2024 IEEE International Conference on Cyber Security and Resilience (CSR), September 2-4, 2024, London, UK2024 / p. 22-29 https://doi.org/10.1109/CSR61664.2024.10679348 Article at Scopus Article at WOS

5th Junior European Meeting on Control & Information Technology : September 20-22, 2006, Tallinn, Estonia : book of abstracts2006 http://www.ester.ee/record=b2227133*est

Further results on identifiability of discrete-time nonlinear systemsNõmm, Sven; Moog, ClaudeAutomatica2016 / p. 69-74 : ill https://doi.org/10.1016/j.automatica.2016.01.054 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Gait analysis based approach for Parkinson's disease modeling with decision tree classifiersKrajuškina, Anna; Nõmm, Sven; Toomela, Aaro2018 IEEE International Conference on Systems, Man, and Cybernetics : SMC 2018, 7–10 October 2018 Miyazaki, Japan2018 / p. 3720-3725 : ill https://doi.org/10.1109/SMC.2018.00630

Generative adversarial networks as a data augmentation tool for CNN-based Parkinson's disease diagnosticsDzotsenidze, Erik; Valla, Elli; Nõmm, Sven; Medijainen, Kadri; Taba, Pille; Toomela, AaroIFAC-Papers OnLine2022 / p. 108-113 : ill https://doi.org/10.1016/j.ifacol.2022.10.240 Conference Proceedings at Scopus Article at Scopus Article at WOS

Human limb model structure optimization with genetic algorithmNõmm, Sven; Vassiljeva, Kristina; Kuusik, AlarEMS2013 : UKSim-AMSS 7th European Modelling Symposium, 20-22 November 2013, Manchester, United Kindgom :  [proceedings]2013 / p. 124-129

Human-robot interaction learning using timed automataVain, Jüri; Miyawaki, Fujio; Nõmm, Sven; Totskaya, Tatiana; Anier, AivoICCAS-SICE 2009 : ICROS-SICE International Joint Conference 2009 : Fukuoka City, Japan, August 18-21, 2009 : final program and papers2009 / p. 2037-2043 https://ieeexplore.ieee.org/document/5334368

Hybrid approach to detection of the surgeon's hand motions during endoscope surgeryNõmm, Sven; Vain, Jüri; Petlenkov, Eduard; Miyawaki, Fujio; Yoshimitsu, KitaroICIEA : 4th IEEE Conference on Industrial Electronics and Applications : Xi'an, 25-27 May 20092009 / p. 3488-3492 https://ieeexplore.ieee.org/abstract/document/5138854

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

Improving IoT security with explainable AI : quantitative evaluation of explainability for IoT botnet detectionKalakoti, Rajesh; Bahsi, Hayretdin; Nõmm, SvenIEEE Internet of Things Journal2024 / p. 18237 - 18254 https://doi.org/10.1109/JIOT.2024.3360626 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Improving transparency and explainability of deep learning based IoT botnet detection using explainable artificial intelligence (XAI)Kalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin22nd IEEE International Conference on Machine Learning and Applications : ICMLA 2023 : 15-17 December 2023, Jacksonville Riverfront, Florida : proceedings (2023)2023 / p. 595 - 601 https://doi.org/10.1109/ICMLA58977.2023.00088

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

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

Interpretable quantitative description of the digital clock drawing test for Parkinson's disease modellingNõmm, Sven; Mašarov, Ilja; Toomela, Aaro; Medijainen, Kadri; Taba, Pille15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018) : Singapore, November 18-21, 20182018 / p. 1839-1844 : ill https://doi.org/10.1109/ICARCV.2018.8581074

Kahe doktorikraadi omanik Sven Nõmm : [intervjuu TTÜ ja Nantes'i Ülikooli doktoriga]Nõmm, Sven; Kotta, ÜlleTallinna Tehnikaülikooli aastaraamat 20042005 / lk. 123-124

KronoDroid : time-based hybrid-featured dataset for effective android malware detection and characterizationGuerra Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, SvenComputers & Security2021 / art. 102399, 32 p https://doi.org/10.1016/j.cose.2021.102399 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Leveraging artificial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseksValla, Elli2025 https://digikogu.taltech.ee/et/Item/e7c8ea35-6739-43fc-8f24-0c8607c62346 https://doi.org/10.23658/taltech.26/2025 https://www.ester.ee/record=b5747730*est

A light-weight CNN model for efficient Parkinsons disease diagnosticsWang, Xuechao; Huang, Junqing; Chatzakou, Marianna; Medijainen, Kadri; Taba, Pille; Toomela, Aaro; Nõmm, Sven; Ruzhansky, Michael36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, Aquila, 22-24 June 20232023 / p. 616-621 https://doi.org/10.1109/CBMS58004.2023.00289 Conference proceedings at Scopus Article at Scopus Article at WOS

LSTM-CNN : an efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysisWang, Xuechao; Huang, Junqing; Chatzakou, Marianna; Medijainen, Kadri; Toomela, Aaro; Nõmm, Sven; Ruzhansky, MichaelComputer Methods and Programs in Biomedicine2024 / art. 108066 https://doi.org/10.1016/j.cmpb.2024.108066 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Machine learning based analysis of the upper limb freezing during handwriting in Parkinson's disease patientsGorbatšov, Vassili; Valla, Elli; Nõmm, Sven; Medijainen, Kadri; Taba, Pille; Toomela, AaroIFAC-PapersOnLine2022 / p. 91-95 https://doi.org/10.1016/j.ifacol.2022.10.237 Conference Proceeding metrics at Scopus Article at Scopus Article at WOS

Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoksGuerra Manzanares, Alejandro2022 https://doi.org/10.23658/taltech.54/2022 https://digikogu.taltech.ee/et/Item/f56ae778-e5a5-4147-a8e4-4833e08fa789 https://www.ester.ee/record=b5511898*est

MedBIoT : generation of an IoT Botnet Dataset in a medium-sized IoT networkGuerra Manzanares, Alejandro; Medina-Galindo, Jorge; Bahsi, Hayretdin; Nõmm, SvenProceedings of the 6th International Conference on Information Systems Security and Privacy, ICISSP : February 25-27, 2020, La Valletta, Malta. Vol. 12020 / p. 207-218 : ill https://doi.org/10.5220/0009187802070218

Monitoring of the human motor functions rehabilitation by neural networks based system with Kinect sensorNõmm, Sven; Buhhalko, Kirill12th IFAC,IFIP,IFORS,IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems, 2013 : Las Vegas, United States of America : August 11-14 2013 : proceedings2013 / p. 249-253 https://doi.org/10.3182/20130811-5-US-2037.00062 Conference Proceedings at Scopus Article at Scopus

Neural networks based ANARX structure for identification and model based controlPetlenkov, Eduard; Nõmm, Sven; Kotta, Ülle9th International Conference on Control, Automation, Robotics and Vision : 5-8 December, 2006, Singapore : [proceedings]2006 / p. 2284-2288 https://ieeexplore.ieee.org/document/4150221

Neural networks based system for the supervision of therapeutic exercisesNõmm, Sven; Kuusik, Alar; Ovsjanski, Sergei; Malmberg, Ines; Parve, Marko; Orunurm, LiiNeural information processing : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012 : proceedings. Part IV2012 / p. 364-371 : ill https://link.springer.com/chapter/10.1007/978-3-642-34478-7_45

A novel artificial neural networks based automatic adaptive fault detection technique for analog circuitsPetlenkov, Eduard; Jutman, Artur; Nõmm, Sven; Ubar, Raimund-JohannesBEC 2008 : 2008 International Biennial Baltic Electronics Conference : proceedings of the 11th Biennial Baltic Electronics Conference : Tallinn University of Technology : October 6-8, 2008, Tallinn, Estonia2008 / p. 167-170 : ill

A novel Taylor series based approach for control computation in NN-ANARX structure based control of nonlinear systemsBelikov, Juri; Vassiljeva, Kristina; Petlenkov, Eduard; Nõmm, SvenProceedings of the 27th Chinese Control Conference : July 16-18, 2008, Kunming, Yunnan, China. 22008 / p. 474-478 https://ieeexplore.ieee.org/document/4605837

Parkinson's disease diagnostics based on the analysis of digital sentence writing testNetšunajev, Aleksei; Nõmm, Sven; Toomela, Aaro; Medijainen, Kadri; Taba, PilleVietnam journal of computer science2021 / p. 493-512 https://doi.org/10.1142/S2196888821500238 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Professor Sven Nõmm AI toimimisest: auto kapoti alt leiad mootori ja tehisintellekti kapoti alt leiad masinõppeNõmm, Svengeenius.ee2024 Professor Sven Nõmm AI toimimisest: auto kapoti alt leiad mootori ja tehisintellekti kapoti alt leiad masinõppe

Programmi RITA tegevuse 1 projekti „Masinõppe ja AI toega teenused“ lõpparuanneSolvak, Mihkel; Vilo, Jaak; Reisberg, Sulev; Tamm, Sirli; Oja, Marek; Ligi, Kadri; Unt, Taavi; Võrk, Andres; Leets, Peeter; Tammet, Tanel; Vaarandi, Risto; Nõmm, Sven; Lepik, Toomas; Lember, Veiko; Nõmmik, Steven; Noordt, Colin Pascal van; Kerikmäe, Tanel2022 Programmi RITA tegevuse 1 projekti „Masinõppe ja AI toega teenused“ lõpparuanne

Quantitative analysis in the digital Luria's alternating series testsNõmm, Sven; Toomela, Aaro; Kozhenkina, Julia; Toomsoo, Toomas14th International Conference on Control, Automation, Robotics & Vision (ICARCV 2016) : Phuket, Thailand, November 13-15, 20162016 / [6] p. : ill https://doi.org/10.1109/ICARCV.2016.7838746

Realization and identification of discrete-time nonlinear systemsNõmm, Sven2004 https://www.ester.ee/record=b1910554*est

Recognition and analysis of the contours drawn during the Poppelreuter's testNõmm, Sven; Bardõš, Konstantin; Mašarov, Ilja; Kozhenkina, Julia; Toomela, Aaro; Toomsoo, Toomas2016 15th IEEE International Conference on Machine Learning and Applications : 18-20 December 2016, Anaheim, California : proceedings2016 / p. 170-175 : ill http://doi.org//10.1109/ICMLA.2016.0036

Recognition of the surgeon's motions during endoscopic operation by statistics based algorithm and neural networks based ANARX modelsNõmm, Sven; Petlenkov, Eduard; Vain, Jüri; Belikov, Juri; Miyawaki, Fujio; Yoshimitsu, KitaroProceedings of the 17th World Congress The International Federation of Automatic Control : Seoul, Korea, July 6-11, 20082008 / p. 14773-14778 https://www.sciencedirect.com/science/article/pii/S1474667016413662

Rekursiivsed juhtimissüsteemid : Eesti Teadusfondi projekt aastatel 1999-2002Kotta, Ülle; Nõmm, SvenEesti Teadusfondi Aastaraamat 2002/20032003 / lk. 23 : ill. (Tehnikateadused)

Roheline mõtteviis ja tehisintellekt käivad käsikäespostimees.ee2025 https://roheline.postimees.ee/8230756/roheline-motteviis-ja-tehisintellekt-kaivad-kasikaes

Sentence writing test for Parkinson disease modeling: comparing predictive ability of classifiersNetšunajev, Aleksei; Nõmm, Sven; Toomela, Aaro; Medijainen, Kadri; Taba, PilleIntelligent Information and Database Systems : 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23-26, 2020 : proceedings, Part I2020 / p. 345-357 https://doi.org/10.1007/978-3-030-41964-6_30 Conference proceedings at Scopus Article at Scopus Article at WOS

Smartphone-based microkinematic feature analysis for mental fatigue detection using machine learningValla, Elli; Väli, Lilian; Nõmm, Sven; Toomela, AaroCognition, Technology & Work2025 / 32 p. : ill https://doi.org/10.21203/rs.3.rs-6601096/v1

Soolise palgalõhe kirjeldamine ja seletamine : tehniline ülevaade [Võrguteavik]Täht, Kadri; Unt, Marge; Roosalu, Triin; Lauri, Triin; Klesment, Martin; Rokicka, Magdalena; Kuldkepp, Elina; Nõmm, Sven2019 https://www.ester.ee/record=b5330086*est "Soolise palgalõhe kirjeldamine ja seletamine : tehniline ülevaade"

Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation functionNõmm, Sven; Vassiljeva, Kristina; Belikov, Juri; Petlenkov, Eduard2011 9th IEEE International Conference on Control and Automation (ICCA) : Santiago, Chile, December 19-21, 2011 : [proceedings]2011 / p. 65-70 : ill https://ieeexplore.ieee.org/document/6137961

Supervised training of voting automata for the surgeon's motion recognition during laparoscope surgeryVain, Jüri; Nõmm, Sven; Anier, Aivo; Miyawaki, Fujio; Totskaya, TatianaIEEE International Conference on Control and Automation : ICCA 2009 : Christchurch, New Zealand, December 9-11, 20092009 / p. 1503-1508

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

Towards artificial intelligence based automatic adaptive response analyzer for high frequency analog BISTPetlenkov, Eduard; Jutman, Artur; Nõmm, Sven; Ubar, Raimund-JohannesCIMSA 2008 : IEEE International Conference on Computational Intelligence for Measurement Systems and Applications : Istanbul, Turky, July 14-16, 20082008 / p. 99-104 : ill https://ieeexplore.ieee.org/document/4595841

Towards establishing relationships between human arousal level and motion massNõmm, Sven; Kõnnusaar, Tiit; Toomela, AaroNeural Information Processing : 21st International Conference, ICONIP 2014, Kuching, Malaysia, November 3-6, 2014 : proceedings. Part 12014 / p. 19-26 : ill https://doi.org/10.1007/978-3-319-12637-1_3 Conference proceedings at Scopus Article at Scopus Conference proceedings at WOS Article at WOS

Towards generation of synthetic data sets for hybrid conflict modellingNõmm, Sven; Venables, Adrian NicholasIFAC-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

Towards modeling of finger motions in virtual reality environmentNõmm, Sven; Toomela, Aaro; Kulikov, JaroslavAugmented Reality, Virtual Reality, and Computer Graphics : 4th International Conference, AVR 2017, Ugento, Italy, June 12-15, 2017 : proceedings. Part I2017 / p. 106-115 : ill https://doi.org/10.1007/978-3-319-60922-5_8 Conference proceedings at Scopus Article at Scopus Article at WOS

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

Towards the notion of average trajectory of the repeating motion of human limbsNõmm, Sven; Toomela, Aaro; Gaichenja, IliaIntelligent Information and Database Systems : 9th Asian Conference, ACIIDS 2017, Kanazawa, Japan, April 3-5, 2017 : proceedings. Part II2017 / p. 582-591 : ill https://doi.org/10.1007/978-3-319-54430-4_56 Conference proceedings at Scopus Article at Scopus Article at WOS

Transforming fatigue assessment : smartphone-based system with digitized motor skill testsValla, Elli; Toose, Ain-Joonas; Nõmm, Sven; Toomela, AaroInternational Journal of Medical Informatics2023 / art. 105152 https://doi.org/10.1016/j.ijmedinf.2023.105152 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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

Unsupervised anomaly based botnet detection in IoT networksNõmm, Sven; Bahsi, Hayretdin17th IEEE International Conference on Machine Learning and Applications : ICMLA 2018, 17–20 December 2018, Orlando, Florida, USA : proceedings2018 / p. 1048-1053 https://doi.org/10.1109/ICMLA.2018.00171

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

Uued inimesed ja positsioonidNõmm, Sven; Järvik, Oliver; Simm, AnneliMente et Manu2023 / lk. 48-49 : fot https://www.ester.ee/record=b1242496*est

Wave density spectra estimation with LSTM from Sentinel-1 SAR in the Baltic SeaRikka, Sander; Nõmm, Sven; Alari, Victor; Simon, Martin; Björkqvist, Jan-Victor2024 IEEE/OES Thirteenth Current, Waves and Turbulence Measurement (CWTM), 18-20 March 20242024 / 5 p. : ill https://doi.org/10.1109/CWTM61020.2024.10526344 Article at Scopus

Why behavioral indicators may fail to reveal mental states : individual differences in arousal-movement pattern relationshipsToomela, Aaro; Nõmm, Sven; Kõnnussaar, Tiit; Tammik, ValdarFrontiers in psychology2019 / art. 270, 8 p. : ill https://doi.org/10.3389/fpsyg.2019.00270 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Применение стохастической теории обучения и корпусных технологий в компьютернойлингводидактикеNõmm, Voldemar; Piotrowska, Xenia; Nõmm, SvenPR_LEAL 2017 : R. Piotrowski's Readings in Language Engineering and Applied Linguistics : proceedings2018 / c. 166–176 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062462827&partnerID=40&md5=57c32238e7d7ad51adecf09a65b8e102 http://ceur-ws.org/Vol-2233/ Conference proceedings at Scopus Article at Scopus