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Nõmm, Sven (TalTech author)
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51
journal article EST
/
journal article ENG
In-depth feature selection for the statistical machine learning-based botnet detection in IoT networks
Kalakoti, Rajesh
;
Nõmm, Sven
;
Bahsi, Hayretdin
IEEE Access
2022
/
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
journal article EST
/
journal article ENG
Related publications
1
Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
52
book article
Interpretable quantitative description of the digital clock drawing test for Parkinson's disease modelling
Nõmm, Sven
;
Mašarov, Ilja
;
Toomela, Aaro
;
Medijainen, Kadri
;
Taba, Pille
15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018) : Singapore, November 18-21, 2018
2018
/
p. 1839-1844 : ill
https://doi.org/10.1109/ICARCV.2018.8581074
book article
53
book article
Kahe doktorikraadi omanik Sven Nõmm : [intervjuu TTÜ ja Nantes'i Ülikooli doktoriga]
Nõmm, Sven
;
Kotta, Ülle
Tallinna Tehnikaülikooli aastaraamat 2004
2005
/
lk. 123-124
book article
54
journal article EST
/
journal article ENG
KronoDroid : time-based hybrid-featured dataset for effective android malware detection and characterization
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
;
Nõmm, Sven
Computers & Security
2021
/
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
journal article EST
/
journal article ENG
Related publications
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
55
dissertation
Leveraging artificial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseks
Valla, Elli
2025
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
dissertation
Related publications
8
Tremor-related feature engineering for machine learning based Parkinson’s disease diagnostics
Generative adversarial networks as a data augmentation tool for CNN-based Parkinson's disease diagnostics
Machine learning based analysis of the upper limb freezing during handwriting in Parkinson's disease patients
Transforming fatigue assessment : smartphone-based system with digitized motor skill tests
Comparison of one- two- and three-dimensional CNN models for drawing-test-based diagnostics of the Parkinson’s disease
Enhancing cerebral palsy gait analysis with 3D computer vision : a dual-camera approach
Smartphone-based microkinematic feature analysis for mental fatigue detection using machine learning
Deep Learning Based Segmentation of Luria's Alternating Series Test to Support Diagnostics of Parkinson's Disease
56
book article EST
/
book article ENG
A light-weight CNN model for efficient Parkinsons disease diagnostics
Wang, Xuechao
;
Huang, Junqing
;
Chatzakou, Marianna
;
Medijainen, Kadri
;
Taba, Pille
;
Toomela, Aaro
;
Nõmm, Sven
;
Ruzhansky, Michael
36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, Aquila, 22-24 June 2023
2023
/
p. 616-621
https://doi.org/10.1109/CBMS58004.2023.00289
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
57
journal article EST
/
journal article ENG
LSTM-CNN : an efficient diagnostic network for Parkinson's disease utilizing dynamic handwriting analysis
Wang, Xuechao
;
Huang, Junqing
;
Chatzakou, Marianna
;
Medijainen, Kadri
;
Toomela, Aaro
;
Nõmm, Sven
;
Ruzhansky, Michael
Computer Methods and Programs in Biomedicine
2024
/
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
journal article EST
/
journal article ENG
58
journal article EST
/
journal article ENG
Machine learning based analysis of the upper limb freezing during handwriting in Parkinson's disease patients
Gorbatšov, Vassili
;
Valla, Elli
;
Nõmm, Sven
;
Medijainen, Kadri
;
Taba, Pille
;
Toomela, Aaro
IFAC-PapersOnLine
2022
/
p. 91-95
https://doi.org/10.1016/j.ifacol.2022.10.237
Conference Proceeding metrics at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Leveraging artificial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseks
59
book article EST
/
book article ENG
Machine learning-based analysis of human motions for Parkinson’s disease diagnostics
Nõmm, Sven
Extended Abstracts 2021/2022 : Methusalem Lectures
2024
/
p. 263-298
https://doi.org/10.1007/978-3-031-48579-4_27
Article Collection metrics at Scopus
Article at Scopus
book article EST
/
book article ENG
60
dissertation
Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
Guerra Manzanares, Alejandro
2022
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
dissertation
Related publications
14
Hybrid feature selection models for machine learning based botnet detection in IoT networks
In-depth feature selection and ranking for automated detection of mobile malware
Time-frame analysis of system calls behavior in machine learning-based mobile malware detection
Towards the integration of a post-hoc interpretation step into the machine learning workflow for IoT botnet detection
MedBIoT : generation of an IoT Botnet Dataset in a medium-sized IoT network
KronoDroid : time-based hybrid-featured dataset for effective android malware detection and characterization
Android malware concept drift using system calls : detection, characterization and challenges
Concept drift and cross-device behavior : challenges and implications for effective android malware detection
Cross-device behavioral consistency : benchmarking and implications for effective android malware detection
Leveraging the first line of defense : a study on the evolution and usage of android security permissions for enhanced android malware detection
On the relativity of time : implications and challenges of data drift on long-term effective android malware detection
Using MedBIoT dataset to build effective machine learning-based IoT botnet detection systems
On the application of active learning for efficient and effective Iot botnet detection
On the application of active learning to handle data evolution in Android malware detection
61
book article
MedBIoT : generation of an IoT Botnet Dataset in a medium-sized IoT network
Guerra Manzanares, Alejandro
;
Medina-Galindo, Jorge
;
Bahsi, Hayretdin
;
Nõmm, Sven
Proceedings of the 6th International Conference on Information Systems Security and Privacy, ICISSP : February 25-27, 2020, La Valletta, Malta. Vol. 1
2020
/
p. 207-218 : ill
https://doi.org/10.5220/0009187802070218
book article
Related publications
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
62
book article EST
/
book article ENG
Monitoring of the human motor functions rehabilitation by neural networks based system with Kinect sensor
Nõmm, Sven
;
Buhhalko, Kirill
12th 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 : proceedings
2013
/
p. 249-253
https://doi.org/10.3182/20130811-5-US-2037.00062
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
63
book article
Neural networks based ANARX structure for identification and model based control
Petlenkov, Eduard
;
Nõmm, Sven
;
Kotta, Ülle
9th International Conference on Control, Automation, Robotics and Vision : 5-8 December, 2006, Singapore : [proceedings]
2006
/
p. 2284-2288
https://ieeexplore.ieee.org/document/4150221
book article
64
book article
Neural networks based system for the supervision of therapeutic exercises
Nõmm, Sven
;
Kuusik, Alar
;
Ovsjanski, Sergei
;
Malmberg, Ines
;
Parve, Marko
;
Orunurm, Lii
Neural information processing : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012 : proceedings. Part IV
2012
/
p. 364-371 : ill
https://link.springer.com/chapter/10.1007/978-3-642-34478-7_45
book article
65
book article
A novel artificial neural networks based automatic adaptive fault detection technique for analog circuits
Petlenkov, Eduard
;
Jutman, Artur
;
Nõmm, Sven
;
Ubar, Raimund-Johannes
BEC 2008 : 2008 International Biennial Baltic Electronics Conference : proceedings of the 11th Biennial Baltic Electronics Conference : Tallinn University of Technology : October 6-8, 2008, Tallinn, Estonia
2008
/
p. 167-170 : ill
book article
66
book article
A novel Taylor series based approach for control computation in NN-ANARX structure based control of nonlinear systems
Belikov, Juri
;
Vassiljeva, Kristina
;
Petlenkov, Eduard
;
Nõmm, Sven
Proceedings of the 27th Chinese Control Conference : July 16-18, 2008, Kunming, Yunnan, China. 2
2008
/
p. 474-478
https://ieeexplore.ieee.org/document/4605837
book article
67
journal article EST
/
journal article ENG
Parkinson's disease diagnostics based on the analysis of digital sentence writing test
Netšunajev, Aleksei
;
Nõmm, Sven
;
Toomela, Aaro
;
Medijainen, Kadri
;
Taba, Pille
Vietnam journal of computer science
2021
/
p. 493-512
https://doi.org/10.1142/S2196888821500238
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
68
newspaper article
Professor Sven Nõmm AI toimimisest: auto kapoti alt leiad mootori ja tehisintellekti kapoti alt leiad masinõppe
Nõmm, Sven
geenius.ee
2024
Professor Sven Nõmm AI toimimisest: auto kapoti alt leiad mootori ja tehisintellekti kapoti alt leiad masinõppe
newspaper article
69
book
Programmi RITA tegevuse 1 projekti „Masinõppe ja AI toega teenused“ lõpparuanne
Solvak, 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, Tanel
2022
Programmi RITA tegevuse 1 projekti „Masinõppe ja AI toega teenused“ lõpparuanne
book
70
book article
Quantitative analysis in the digital Luria's alternating series tests
Nõmm, Sven
;
Toomela, Aaro
;
Kozhenkina, Julia
;
Toomsoo, Toomas
14th International Conference on Control, Automation, Robotics & Vision (ICARCV 2016) : Phuket, Thailand, November 13-15, 2016
2016
/
[6] p. : ill
https://doi.org/10.1109/ICARCV.2016.7838746
book article
71
dissertation
Realization and identification of discrete-time nonlinear systems
Nõmm, Sven
2004
https://www.ester.ee/record=b1910554*est
dissertation
72
book article
Recognition and analysis of the contours drawn during the Poppelreuter's test
Nõmm, Sven
;
Bardõš, Konstantin
;
Mašarov, Ilja
;
Kozhenkina, Julia
;
Toomela, Aaro
;
Toomsoo, Toomas
2016 15th IEEE International Conference on Machine Learning and Applications : 18-20 December 2016, Anaheim, California : proceedings
2016
/
p. 170-175 : ill
http://doi.org//10.1109/ICMLA.2016.0036
book article
73
book article
Recognition of the surgeon's motions during endoscopic operation by statistics based algorithm and neural networks based ANARX models
Nõmm, Sven
;
Petlenkov, Eduard
;
Vain, Jüri
;
Belikov, Juri
;
Miyawaki, Fujio
;
Yoshimitsu, Kitaro
Proceedings of the 17th World Congress The International Federation of Automatic Control : Seoul, Korea, July 6-11, 2008
2008
/
p. 14773-14778
https://www.sciencedirect.com/science/article/pii/S1474667016413662
book article
74
journal article
Rekursiivsed juhtimissüsteemid : Eesti Teadusfondi projekt aastatel 1999-2002
Kotta, Ülle
;
Nõmm, Sven
Eesti Teadusfondi Aastaraamat 2002/2003
2003
/
lk. 23 : ill. (Tehnikateadused)
journal article
75
newspaper article
Roheline mõtteviis ja tehisintellekt käivad käsikäes
postimees.ee
2025
https://roheline.postimees.ee/8230756/roheline-motteviis-ja-tehisintellekt-kaivad-kasikaes
newspaper article
Number of records 96, displaying
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1.
Nõmm, Sven
2.
Nõmm, A.
3.
Nõmm, Anders
4.
Nõmm, Andre
5.
Nõmm, Andres
6.
Nõmm, Aurika
7.
Nõmm, Avo
8.
Nõmm, Elo
9.
Nõmm, J.
10.
Nõmm, Külli
11.
Nõmm, M.
12.
Nõmm, Maarit
13.
Nõmm, Marden
14.
Nõmm, Monika
15.
Nõmm, Oskar
16.
Nõmm, Peeter
17.
Nõmm, T.
18.
Nõmm, Tiina
19.
Nõmm, Toe
20.
Nõmm, U.
21.
Nõmm, V.
22.
Nõmm, Vaike
23.
Nõmm, Voldemar
24.
Taro (Nõmm), Külli
25.
Abend, Sven
26.
Aller, Sven
27.
Arvidson, P. Sven
28.
Barke, Sven
29.
Bormann, Sven-Kristjan
30.
Enno, Sven-Erik
31.
Grünberg, Sven
32.
Haljand, Sven
33.
Heiberg, Sven
34.
Heil, Sven
35.
Hellström, Sven
36.
Illing, Sven
37.
Jacobsen, Sven
38.
Jürgenson, Sven
39.
Kamenev, Sven
40.
Kesselring, Sven
41.
Kreek, Sven
42.
Kukemelk, Sven
43.
Kõllamets, Sven
44.
Kärber, Sven
45.
Käärid, Martin-Sven
46.
Kübler, Sven
47.
Lange, Sven
48.
Laur, Sven
49.
Luuk, Sven
50.
Maanso, Sven
51.
Maiväli, Sven
52.
Mats, Sven
53.
Mihailov, Sven
54.
Mulka, Sven
55.
Olving, Sven
56.
Oras, Sven
57.
Otsmaa, Sven
58.
Paulus, Sven
59.
Pertens, Sven
60.
Poli, Sven
61.
Puudist, Eerik Sven
62.
Põder, Sven
63.
Pärand, Sven
64.
Salo, Sven
65.
Seiler, Sven
66.
Sester, Sven
67.
Siir, Sven
68.
Siling, Sven
69.
Sillamäe, Sven
70.
Sillmäe, Sven
71.
Sommer, Sven
72.
Sülluste, Sven-Magnus
73.
Tamp, Sven
74.
Telliskivi, Sven
75.
Tiidt, Sven
76.
Vainküla, Sven
name of the person
19
1.
Nõmm, Sven
2.
Nõmm, Aurika
3.
Nõmm, Brett
4.
Nõmm, Meelis
5.
Nõmm, Taavi
6.
Nõmm, Valentin
7.
Dimberg, Sven, 1661-1731
8.
Heil, Sven
9.
Illing, Sven
10.
Karjahärm, Sven
11.
Kreek, Sven
12.
Kõllamets, Sven
13.
Maiväli, Sven
14.
Olving, Sven
15.
Pertens, Sven
16.
Pärand, Sven, 1982-
17.
Seiler, Sven
18.
Siir, Sven
19.
Sillamäe, Sven
CV
19
1.
Nõmm, Sven
2.
Nõmm, Aurika
3.
Nõmm, Avo 1938-1998
4.
Nõmm, Külli (-2013)
5.
Nõmm, Olger
6.
Nõmm, Tiina
7.
Nõmm, Vaike
8.
Nõmm, Valentin 1910-1993
9.
Nõmm, Valentin Adolf
10.
Arbet, Sven
11.
Heil, Sven
12.
Jürgenson, Sven
13.
Kamenev, Sven
14.
Lange, Sven
15.
Oras, Sven
16.
Pertens, Sven
17.
Pärand, Sven
18.
Sillamäe, Sven
19.
Tamp, Sven
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