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Nõmm, Sven (author)
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51
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
52
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
53
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
54
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
55
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
56
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
57
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
58
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
59
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
60
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
61
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
62
dissertation
Realization and identification of discrete-time nonlinear systems
Nõmm, Sven
2004
https://www.ester.ee/record=b1910554*est
dissertation
63
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
64
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
65
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
66
book article EST
/
book article ENG
Sentence writing test for Parkinson disease modeling: comparing predictive ability of classifiers
Netšunajev, Aleksei
;
Nõmm, Sven
;
Toomela, Aaro
;
Medijainen, Kadri
;
Taba, Pille
Intelligent Information and Database Systems : 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23-26, 2020 : proceedings, Part I
2020
/
p. 345-357
https://doi.org/10.1007/978-3-030-41964-6_30
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
67
book
Soolise palgalõhe kirjeldamine ja seletamine : tehniline ülevaade [Võrguteavik]
Täht, Kadri
;
Unt, Marge
;
Roosalu, Triin
;
Lauri, Triin
;
Klesment, Martin
;
Rokicka, Magdalena
;
Kuldkepp, Elina
;
Nõmm, Sven
2019
https://www.ester.ee/record=b5330086*est
"Soolise palgalõhe kirjeldamine ja seletamine : tehniline ülevaade"
book
68
book article
Structure identification of NN-ANARX model by genetic algorithm with combined cross-correlation-test based evaluation function
Nõmm, Sven
;
Vassiljeva, Kristina
;
Belikov, Juri
;
Petlenkov, Eduard
2011 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
book article
69
book article
Supervised training of voting automata for the surgeon's motion recognition during laparoscope surgery
Vain, Jüri
;
Nõmm, Sven
;
Anier, Aivo
;
Miyawaki, Fujio
;
Totskaya, Tatiana
IEEE International Conference on Control and Automation : ICCA 2009 : Christchurch, New Zealand, December 9-11, 2009
2009
/
p. 1503-1508
book article
70
book article
Time-frame analysis of system calls behavior in machine learning-based mobile malware detection
Guerra Manzanares, Alejandro
;
Nõmm, Sven
;
Bahsi, Hayretdin
2019 International Conference on Cyber Security for Emerging Technologies : CSET 2019, Doha, Qatar, 27 October 2019 through 29 October 2019
2019
/
art. 89049088 ; 8 p. : ill
https://doi.org/10.1109/CSET.2019.8904908
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
71
book article
Towards artificial intelligence based automatic adaptive response analyzer for high frequency analog BIST
Petlenkov, Eduard
;
Jutman, Artur
;
Nõmm, Sven
;
Ubar, Raimund-Johannes
CIMSA 2008 : IEEE International Conference on Computational Intelligence for Measurement Systems and Applications : Istanbul, Turky, July 14-16, 2008
2008
/
p. 99-104 : ill
https://ieeexplore.ieee.org/document/4595841
book article
72
book article EST
/
book article ENG
Towards establishing relationships between human arousal level and motion mass
Nõmm, Sven
;
Kõnnusaar, Tiit
;
Toomela, Aaro
Neural Information Processing : 21st International Conference, ICONIP 2014, Kuching, Malaysia, November 3-6, 2014 : proceedings. Part 1
2014
/
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
book article EST
/
book article ENG
73
journal article EST
/
journal article ENG
Towards generation of synthetic data sets for hybrid conflict modelling
Nõmm, Sven
;
Venables, Adrian Nicholas
IFAC-Papers OnLine
2022
/
p. 25-30
https://doi.org/10.1016/j.ifacol.2022.10.226
Conference Proceedings at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
74
book article EST
/
book article ENG
Towards modeling of finger motions in virtual reality environment
Nõmm, Sven
;
Toomela, Aaro
;
Kulikov, Jaroslav
Augmented Reality, Virtual Reality, and Computer Graphics : 4th International Conference, AVR 2017, Ugento, Italy, June 12-15, 2017 : proceedings. Part I
2017
/
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
book article EST
/
book article ENG
75
book article
Towards the integration of a post-hoc interpretation step into the machine learning workflow for IoT botnet detection
Guerra Manzanares, Alejandro
;
Nõmm, Sven
;
Bahsi, Hayretdin
18th IEEE International Conference on Machine Learning and Applications : ICMLA 2019, 16–19 December 2019, Boca Raton, Florida, USA : proceedings
2019
/
p. 1162-1169 : ill
https://doi.org/10.1109/ICMLA.2019.00193
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
Number of records 84, 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.
Aller, Sven
26.
Barke, Sven
27.
Bormann, Sven-Kristjan
28.
Enno, Sven-Erik
29.
Haljand, Sven
30.
Heiberg, Sven
31.
Heil, Sven
32.
Illing, Sven
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Jacobsen, Sven
34.
Jürgenson, Sven
35.
Kamenev, Sven
36.
Kreek, Sven
37.
Kukemelk, Sven
38.
Kõllamets, Sven
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Kärber, Sven
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Käärid, Martin-Sven
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Kübler, Sven
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Lange, Sven
43.
Laur, Sven
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Luuk, Sven
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Maanso, Sven
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Maiväli, Sven
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Mats, Sven
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Mihailov, Sven
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Mulka, Sven
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Olving, Sven
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Oras, Sven
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Otsmaa, Sven
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Paulus, Sven
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Pertens, Sven
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Poli, Sven
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Puudist, Eerik Sven
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Põder, Sven
58.
Pärand, Sven
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Salo, Sven
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Seiler, Sven
61.
Sester, Sven
62.
Siir, Sven
63.
Siling, Sven
64.
Sillamäe, Sven
65.
Sillmäe, Sven
66.
Sommer, Sven
67.
Sülluste, Sven-Magnus
68.
Tamp, Sven
69.
Telliskivi, Sven
70.
Tiidt, Sven
71.
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
17
1.
Nõmm, Sven
2.
Nõmm, Aurika
3.
Nõmm, Avo 1938-1998
4.
Nõmm, Tiina
5.
Nõmm, Vaike
6.
Nõmm, Valentin 1910-1993
7.
Nõmm, Valentin Adolf
8.
Arbet, Sven
9.
Heil, Sven
10.
Jürgenson, Sven
11.
Kamenev, Sven
12.
Lange, Sven
13.
Oras, Sven
14.
Pertens, Sven
15.
Pärand, Sven
16.
Sillamäe, Sven
17.
Tamp, Sven
subject term
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