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126
book article EST
/
book article ENG
SVM Time series classification of selected gait abnormalities
Rostovski, Jakob
;
Krivošei, Andrei
;
Kuusik, Alar
;
Ahmadov, Ulvi
BODYNETS 2021: Body Area Networks. Smart IoT and Big Data for Intelligent Health Management : 16th EAI International Conference, BODYNETS 2021, Virtual Event, October 25-26, 2021 : proceedings
2022
/
15 p
https://doi.org/10.1007/978-3-030-95593-9_16
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Related publications
1
Development of methods for real-time in-step anomaly detection in gait analysis = Reaalajaliste meetodite arendus sammusiseste kõrvalkallete tuvastamiseks kõnnianalüüsis
127
book article EST
/
book article ENG
Synthetic Data-Driven Detection of Broken Rotor Bars in Induction Machines Under Adjusted Noise Level
Nuha, Nurjahan Amin
;
Siddik Injam, Md Tanbir
;
El Bouharrouti, Nada
;
Hemeida, Ahmed
;
Kudelina, Karolina
;
Naseer, Muhammad Usman
;
Belahcen, Anouar
2025 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD)
2025
/
6 p
https://doi.org/10.1109/WEMDCD61816.2025.11014141
book article EST
/
book article ENG
128
journal article EST
/
journal article ENG
A systematic literature review of AI-based digital decision support systems for post-traumatic stress disorder
Bertl, Markus
;
Metsallik, Janek
;
Ross, Peeter
Frontiers in Psychiatry
2022
/
art. 923613, 13 p. : ill
https://doi.org/10.3389/fpsyt.2022.923613
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Systematic AI support for psychiatry : a framework on how to implement decision support systems = Tehisintellekti süstemaatiline kasutamine psühhiaatrias : otsustustoe rakendamist toetav raamistik
129
journal article EST
/
journal article ENG
A systematic review of cutting-edge radar technologies : applications for unmanned ground vehicles (UGVs)
Ersü, Can
;
Petlenkov, Eduard
;
Janson, Karl
Sensors
2024
/
art. 7807
https://doi.org/10.3390/s24237807
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
130
journal article EST
/
journal article ENG
Techno-economic analysis and energy forecasting study of domestic and commercial photovoltaic system installations in Estonia
Shabbir, Noman
;
Kütt, Lauri
;
Raja, Hadi Ashraf
;
Jawad, Muhammad
;
Allik, Alo
;
Husev, Oleksandr
Energy
2022
/
art. 124156
https://doi.org/10.1016/j.energy.2022.124156
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
131
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
132
journal article EST
/
journal article ENG
Towards a machine learning-based framework for DDOS attack detection in software-defined IoT (SD-IoT) networks
Bhayo, Jalal
;
Shah, Syed Attique
;
Hameed, Sufian
;
Ahmed, Awais
;
Nasir, Jamal
;
Draheim, Dirk
Engineering Applications of Artificial Intelligence
2023
/
art. 106432
https://doi.org/10.1016/j.engappai.2023.106432
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
133
journal article EST
/
journal article ENG
Towards a smarter charging infrastructure : real-time availability forecasting for EVs
Manai, Meriem
;
Sellami, Bassem
;
Ben Yahia, Sadok
Procedia Computer Science
2024
/
p. 930 - 939
https://doi.org/10.1016/j.procs.2024.09.512
Conference proceedings at Scopus
Article at Scopus
journal article EST
/
journal article ENG
134
book article
Towards artificial intelligence driven immersive environments in virtual reality for industrial applications
Alsaleh, Saleh Ragheb Saleh
;
Tepljakov, Aleksei
;
Tamre, Mart
;
Petlenkov, Eduard
44th International Conference on Telecommunications and Signal Processing (TSP)
2021
/
p. 340-345
https://doi.org/10.1109/TSP52935.2021.9522676
book article
Related publications
1
Digital twin based computational methods for XR applications = Digitaalkaksikute põhised arvutuslikud meetodid XR rakenduste jaoks
135
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
136
journal article EST
/
journal article ENG
Towards personalized elevator travel with smart elevator system
Robal, Tarmo
;
Reinsalu, Uljana
;
Leier, Mairo
Baltic journal of modern computing
2020
/
p. 675-697
https://doi.org/10.22364/bjmc.2020.8.4.12
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
137
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
138
journal article EST
/
journal article ENG
Transforming fatigue assessment : smartphone-based system with digitized motor skill tests
Valla, Elli
;
Toose, Ain-Joonas
;
Nõmm, Sven
;
Toomela, Aaro
International Journal of Medical Informatics
2023
/
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
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
139
journal article EST
/
journal article ENG
Tree-based ensemble multi-task learning method for classification and regression
Simm, Jaak
;
Magrans De Abril, Ildefons
;
Sugiyma, Masashi
IEICE transactions on information and systems
2014
/
p. 1677-1681
https://doi.org/10.1587/transinf.E97.D.1677
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
140
journal article EST
/
journal article ENG
Tremor-related feature engineering for machine learning based Parkinson’s disease diagnostics
Valla, Elli
;
Nõmm, Sven
;
Medijainen, Kadri
;
Taba, Pille
;
Toomela, Aaro
Biomedical signal processing and control
2022
/
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
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
141
journal article EST
/
journal article ENG
Trends and challenges in intelligent condition monitoring of electrical machines using machine learning
Kudelina, Karolina
;
Vaimann, Toomas
;
Asad, Bilal
;
Rassõlkin, Anton
;
Kallaste, Ants
;
Demidova, Galina
Applied sciences
2021
/
art. 2761, 19 p. : ill
https://doi.org/10.3390/app11062761
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Artificial intelligence driven approaches for fault prognostics of electrical machines using vibration spectrum analysis = Tehisintellektil põhinevad lähenemisviisid elektrimasinate rikete prognoosimiseks vibratsioonispektri analüüsi abil
142
journal article EST
/
journal article ENG
Understanding multidimensional verification : where functional meets non-functional
Lai, Xinhui
;
Balakrishnan, Aneesh
;
Lange, Thomas
;
Jenihhin, Maksim
;
Ghasempouri, Tara
;
Raik, Jaan
;
Alexandrescu, Dan
Microprocessors and microsystems
2019
/
art. 102867, 13 p. : ill
https://doi.org/10.1016/j.micpro.2019.102867
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
2
A synthetic, hierarchical approach for modelling and managing complex systems' quality and reliability = Sünteetiline, hierarhiline lähenemine keerukate süsteemide kvaliteedi ja töökindluse modelleerimiseks ja haldamiseks
Approaches to extra-functional verification of security and reliability aspects in hardware designs = Riistvaraprojektide turva- ja töökindlusaspektide ekstrafunktsionaalse verifitseerimise lähenemisviisid
143
book article EST
/
book article ENG
Using MedBIoT dataset to build effective machine learning-based IoT botnet detection systems
Guerra Manzanares, Alejandro
;
Medina-Galindo, Jorge
;
Bahsi, Hayretdin
;
Nõmm, Sven
Information Systems Security and Privacy : 6th International Conference, ICISSP 2020, Valletta, Malta, February 25–27, 2020 : revised selected papers
2022
/
p. 222–243
https://doi.org/10.1007/978-3-030-94900-6_11
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book 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
144
journal article EST
/
journal article ENG
UWB and GNSS Sensor Fusion Using ML-Based Positioning Uncertainty Estimation
Tommingas, Mihkel
;
Laadung, Taavi
;
Varbla, Sander
;
Müürsepp, Ivo
;
Alam, Muhammad Mahtab
IEEE Open Journal of the Communications Society
2025
/
p. 2177-2189 : ill
https://doi.org//10.1109/OJCOMS.2025.3554352
journal article EST
/
journal article ENG
Related publications
1
Enhancing UWB and multi-sensor positioning with ML-based uncertainty estimation = Ülilairiba ja mitme sensoriga positsioneerimissüsteemide täpsuse parandamine masinõppe meetodil
145
book article EST
/
book article ENG
Why not to trust big data : discussing statistical paradoxes
Sharma, Rahul
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Shahin, Mahtab
;
Vidyarthi, Ankit
;
Tiwari, Prayag
;
Draheim, Dirk
Database Systems for Advanced Applications : DASFAA 2022, International Workshops BDMS, BDQM, GDMA, IWBT, MATQTDS, and PMBD, Virtual Event, April 11–14, 2022 : proceedings
2022
/
p. 50-63 : ill
https://doi.org/10.1007/978-3-031-11217-1_4
Conference Proceedings at Scopus
Article at Scopus
Conference proceedings at WOS
Article at WOS
book article EST
/
book article ENG
Related publications
1
Unification of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
146
book article
Wind energy forecasting using recurrent neural networks
Shabbir, Noman
;
Kütt, Lauri
;
Jawad, Muhammad
;
Ahmadiahangar, Roya
;
Iqbal, Muhammad Naveed
;
Rosin, Argo
2019 Big Data, Knowledge and Control Systems Engineering (BdKCSE)
2019
/
5 p. : ill
https://doi.org/10.1109/BdKCSE48644.2019.9010593
book article
147
book article EST
/
book article ENG
VNIR Hyperspectral Imaging for Nordic Winter Road Surface Classification in Autonomous Driving Applications
Valme, Daniil
;
Rassõlkin, Anton
;
Liyanage, Dhanushka C.
Proceeding of 18th International Conference on Machine Vision (ICMV 2025)
2025
/
9 p
book article EST
/
book article ENG
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adversarial machine learning
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6.
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machine-to-machine communications
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AC machine
25.
Algorithmic State Machine - ASM
26.
axial flux machine
27.
axial flux switched reluctance machine
28.
bearingless machine
29.
brushless machine
30.
coordinate measurring machine
31.
electric machine
32.
electric machine analysis computing
33.
electric machine control
34.
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35.
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36.
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37.
finite state machine
38.
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39.
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40.
high-frequency machine modeling
41.
human machine interaction
42.
human machine systems
43.
human-machine interaction
44.
human-machine interactions
45.
human-machine interface
46.
human-machine system
47.
induction machine
48.
interior permanent magnet machine
49.
interior permanent-magnet synchronous machine (IPMSM)
50.
logic machine
51.
low-resource machine translation
52.
machine bearings
53.
machine condition monitoring
54.
machine control
55.
machine design
56.
machine elements
57.
machine error
58.
machine housing
59.
machine tools
60.
machine translation
61.
machine vector control
62.
machine windings
63.
machine vision
64.
machine-checked proofs
65.
machine-translation
66.
man-machine systems
67.
massive machine type communication (mMTC)
68.
massive machine-type communication (mMTC)
69.
massive machine-type communication devices (mMTC)
70.
massive machine-type communications (mMTC)
71.
massive Machine-Type connections (mMTC)
72.
multi-class support vector machine (m-SVM)
73.
multi-machine
74.
multi-machine industrial power plant
75.
multi-machine power system
76.
multi-stream interaction machine
77.
neural machine translation
78.
outer-rotor machine
79.
permanent magnet (PM) synchronous machine
80.
permanent magnet flux-switching machine
81.
permanent magnet machine
82.
permanent magnet synchronous machine (PMSM)
83.
reluctance machine
84.
sewing machine operator
85.
spoke-type PM machine
86.
state machine
87.
support vector machine
88.
surface permanent magnet machine (SPM)
89.
switched reluctance machine
90.
switched reluctance machine (SRM)
91.
synchronous machine
92.
TBM (tunnel boring machine)
93.
totally enclosed fan-cooled machine
94.
universal friction machine
95.
virtual synchronous machine
96.
active blended learning
97.
active learning
98.
active learning and engagement
99.
active learning methods
100.
adaptive learning
101.
algorithm controlling the learning process
102.
appetitive associative learning
103.
approach to learning
104.
Attitude to learning
105.
authoritarian learning
106.
automata learning
107.
bayesian learning
108.
BIM-enabled learning
109.
BIM-enabled learning environment
110.
biophilic learning environments
111.
blended learning
112.
business school as learning organization
113.
business school learning organization questionnaire (BSLOQ)
114.
business school learning rate dependence on GPD
115.
business school learning rate measurement instrument
116.
challenge-based learning
117.
Challenge-Based Learning (CBL)
118.
city-to-city learning
119.
client learning
120.
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121.
collaborative learning
122.
competence based learning
123.
competence learning
124.
competence-based learning
125.
competency based learning
126.
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127.
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128.
computer based learning
129.
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130.
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coping with online teaching and learning
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customer learning
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135.
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137.
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138.
deep learning methods
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140.
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142.
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143.
Deep reinforcing learning SDN
144.
Deep-learning
145.
deep-learning (DL)
146.
dictionary learning
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digital learning module
148.
digital remote learning
149.
Dimensions of Learning Organisation Questionnaire (DLOQ)
150.
distance learning
151.
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distributed independent reinforcement learning
153.
double Q-learning
154.
effective teaching and learning
155.
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156.
e‐learning
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electronic learning
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history learning
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horizontal federated learning
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inductive learning algorithm
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interdisciplinary learning
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learning
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Learning environment
210.
learning experience
211.
learning factory
212.
Learning from Demonstration
213.
learning infrastructures
214.
Learning Lab
215.
learning management
216.
learning management system
217.
learning management systems
218.
learning methodology
219.
learning metrics
220.
learning models
221.
learning motivation
222.
learning objectives
223.
learning objects
224.
learning organization
225.
learning orientation
226.
learning outcomes
227.
learning process
228.
learning processes
229.
learning rate
230.
learning rate dependence on ownership form
231.
learning rate of organization
232.
learning region
233.
learning situation
234.
learning software agents
235.
learning styles
236.
learning systems
237.
learning technologies
238.
learning theories
239.
learning through the questionnaires
240.
learning university
241.
learning-to-rank
242.
lifelong learning
243.
long-short term learning
244.
mathematics students learning habits
245.
Meaningful learning
246.
measuring learning
247.
mobile learning
248.
model learning
249.
Multi-agent reinforcement learning
250.
multi-task learning
251.
mutual learning
252.
new learning models
253.
node embedding learning
254.
NREN e-learning
255.
on-device transfer learning
256.
online learning
257.
ontologies for learning systems
258.
ontology learning
259.
Open Learning Resources (OLR)
260.
organisational learning
261.
organizational learning
262.
organizational learning measurement instruments
263.
organizational learning rate dependence on management
264.
organizational learning rate measurement
265.
outcome oriented learning
266.
peer‐to‐peer learning group
267.
personalised learning
268.
Personalized learning
269.
policy learning
270.
problem-based learning
271.
Problem-based learning (PBL)
272.
project learning
273.
project-based learning
274.
Q-learning
275.
Q-learning algorithm
276.
query learning
277.
regional learning
278.
reinforcement learning
279.
Reinforcement Learning (RL)
280.
relative learning performance
281.
Remote learning
282.
research-oriented learning
283.
reusable learning objects
284.
scholarship of teaching and learning
285.
self learning software
286.
self learning system
287.
self-learning
288.
self-regulated learning
289.
semi-supervised learning
290.
sequence of learning activities
291.
sequence to sequence learning
292.
sequential learning
293.
SIS problem, learning with errors
294.
smart learning
295.
smart learning environment
296.
social learning
297.
socio-emotional learning
298.
stochastic learning theory
299.
student centred learning
300.
supervised contrastive learning
301.
supervised learning
302.
supervised learning data
303.
synchronous hybrid learning
304.
zero-shot learning
305.
task based learning
306.
team learning
307.
Technological learning
308.
technology-enhanced learning
309.
the dimensions of the learning organisation
310.
the dimensions of the learning organization questionnaire (DLOQ)
311.
tools for interactive learning and teaching
312.
trans-disciplinary social-learning
313.
transfer learning
314.
true online reinforcement learning
315.
ubiquitous learning
316.
unsupervised learning
317.
urban learning center
318.
value of learning
319.
web and computerbased learning
320.
Web and computer-based learning
321.
virtual collaborative learning environment (VCLE)
322.
virtual learning environment
323.
virtual learning factory
324.
work-based learning
325.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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