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126
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
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journal article EST
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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
127
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
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journal article EST
/
journal article ENG
128
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
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journal article ENG
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1
Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
129
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
130
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
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journal article EST
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journal article ENG
131
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
132
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
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1
Digital twin based computational methods for XR applications = Digitaalkaksikute põhised arvutuslikud meetodid XR rakenduste jaoks
133
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
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journal article EST
/
journal article ENG
134
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
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journal article EST
/
journal article ENG
135
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
136
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
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journal article ENG
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1
Leveraging artificial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseks
137
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
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journal article EST
/
journal article ENG
138
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
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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
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
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Article at Scopus
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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
140
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
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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
141
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
142
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
143
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
144
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
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318
1.
adversarial machine learning
2.
adversarial machine-learning
3.
automatic machine learning (autoML)
4.
data analytics and machine learning
5.
graph machine learning
6.
interpretable machine learning
7.
machine learning
8.
machine learning (ML)
9.
machine learning algorithms
10.
machine learning approach
11.
Machine Learning Explainable model
12.
machine learning for environmental applications
13.
machine learning models
14.
machine learning systems
15.
machine-learning
16.
machine-learning predictive model
17.
Parkinson’s disease machine learning
18.
robust machine learning
19.
small data machine learning
20.
supervised machine learning
21.
unsupervised machine learning
22.
machine-to-machine communications
23.
AC machine
24.
Algorithmic State Machine - ASM
25.
axial flux machine
26.
axial flux switched reluctance machine
27.
bearingless machine
28.
brushless machine
29.
coordinate measurring machine
30.
electric machine
31.
electric machine analysis computing
32.
electric machine control
33.
electrical machine
34.
electrical machine cooling
35.
electrical machine design
36.
finite state machine
37.
Finite State Machine - FSM
38.
hierarchical finite state machine
39.
high-frequency machine modeling
40.
human machine interaction
41.
human machine systems
42.
human-machine interaction
43.
human-machine interactions
44.
human-machine interface
45.
human-machine system
46.
induction machine
47.
interior permanent magnet machine
48.
interior permanent-magnet synchronous machine (IPMSM)
49.
logic machine
50.
low-resource machine translation
51.
machine bearings
52.
machine condition monitoring
53.
machine control
54.
machine design
55.
machine elements
56.
machine error
57.
machine housing
58.
machine tools
59.
machine translation
60.
machine vector control
61.
machine windings
62.
machine vision
63.
machine-checked proofs
64.
machine-translation
65.
man-machine systems
66.
massive machine type communication (mMTC)
67.
massive machine-type communication (mMTC)
68.
massive machine-type communications (mMTC)
69.
massive Machine-Type connections (mMTC)
70.
multi-class support vector machine (m-SVM)
71.
multi-machine
72.
multi-machine industrial power plant
73.
multi-machine power system
74.
multi-stream interaction machine
75.
neural machine translation
76.
outer-rotor machine
77.
permanent magnet (PM) synchronous machine
78.
permanent magnet flux-switching machine
79.
permanent magnet machine
80.
permanent magnet synchronous machine (PMSM)
81.
reluctance machine
82.
sewing machine operator
83.
spoke-type PM machine
84.
state machine
85.
support vector machine
86.
surface permanent magnet machine (SPM)
87.
switched reluctance machine
88.
switched reluctance machine (SRM)
89.
synchronous machine
90.
TBM (tunnel boring machine)
91.
totally enclosed fan-cooled machine
92.
universal friction machine
93.
virtual synchronous machine
94.
active blended learning
95.
active learning
96.
active learning and engagement
97.
active learning methods
98.
adaptive learning
99.
algorithm controlling the learning process
100.
appetitive associative learning
101.
approach to learning
102.
Attitude to learning
103.
authoritarian learning
104.
automata learning
105.
bayesian learning
106.
BIM-enabled learning
107.
BIM-enabled learning environment
108.
biophilic learning environments
109.
blended learning
110.
business school as learning organization
111.
business school learning organization questionnaire (BSLOQ)
112.
business school learning rate dependence on GPD
113.
business school learning rate measurement instrument
114.
challenge-based learning
115.
Challenge-Based Learning (CBL)
116.
client learning
117.
Collaborative e-learning
118.
collaborative learning
119.
competence based learning
120.
competence learning
121.
competence-based learning
122.
competency based learning
123.
Component organised learning (COL)
124.
computer assisted language learning
125.
computer based learning
126.
computer-assisted language learning (CALL)
127.
contrastive learning
128.
cooperative reinforcement learning
129.
coping with online teaching and learning
130.
customer learning
131.
deep learning
132.
deep learning (DL)
133.
deep learning classifier
134.
deep learning method
135.
deep learning methods
136.
deep learning model
137.
deep learning model quantization
138.
deep learning network
139.
deep reinforcement learning
140.
Deep reinforcing learning SDN
141.
Deep-learning
142.
deep-learning (DL)
143.
dictionary learning
144.
digital learning module
145.
digital remote learning
146.
Dimensions of Learning Organisation Questionnaire (DLOQ)
147.
distance learning
148.
distant learning
149.
distributed independent reinforcement learning
150.
double Q-learning
151.
effective teaching and learning
152.
e-learning
153.
e‐learning
154.
e-Learning course
155.
e-Learning database
156.
e-learning environment
157.
electronic learning
158.
embedded deep learning
159.
Emergency remote learning
160.
ensemble learning
161.
enterprising and entrepreneurial learning
162.
entrepreneurial learning
163.
entrepreneurial teaching and learning
164.
ESG-learning
165.
experiential learning
166.
Federated learning
167.
federated learning (FL)
168.
flexible learning
169.
game based learning
170.
game-based learning
171.
guided in-service learning
172.
hands-on-learning
173.
history learning
174.
horizontal federated learning
175.
human-centred learning
176.
hybrid learning
177.
Immersive Learning
178.
incremental learning
179.
inductive learning
180.
inductive learning algorithm
181.
interactive learning objects
182.
interdisciplinary learning
183.
inverse reinforcement learning
184.
investor learning
185.
iterative learning
186.
Kolb’s experiential learning cycle
187.
language learning
188.
Learner-centered learning environment
189.
learning
190.
learning (artificial intelligence)
191.
learning activities
192.
learning adaptation in autonomous vehicles
193.
learning algorithm
194.
learning analysis
195.
learning analytics
196.
learning and experimentation
197.
learning and health outcomes
198.
learning and memory
199.
learning business school
200.
learning by teaching
201.
learning concept
202.
learning content
203.
learning design
204.
learning difficulties
205.
Learning environment
206.
learning experience
207.
learning factory
208.
Learning from Demonstration
209.
learning infrastructures
210.
Learning Lab
211.
learning management
212.
learning management system
213.
learning management systems
214.
learning methodology
215.
learning metrics
216.
learning models
217.
learning motivation
218.
learning objectives
219.
learning objects
220.
learning organization
221.
learning orientation
222.
learning outcomes
223.
learning process
224.
learning processes
225.
learning rate
226.
learning rate dependence on ownership form
227.
learning rate of organization
228.
learning region
229.
learning situation
230.
learning software agents
231.
learning styles
232.
learning systems
233.
learning technologies
234.
learning theories
235.
learning through the questionnaires
236.
learning university
237.
learning-to-rank
238.
lifelong learning
239.
long-short term learning
240.
mathematics students learning habits
241.
Meaningful learning
242.
measuring learning
243.
mobile learning
244.
model learning
245.
Multi-agent reinforcement learning
246.
multi-task learning
247.
mutual learning
248.
new learning models
249.
node embedding learning
250.
NREN e-learning
251.
on-device transfer learning
252.
online learning
253.
ontologies for learning systems
254.
ontology learning
255.
Open Learning Resources (OLR)
256.
organisational learning
257.
organizational learning
258.
organizational learning measurement instruments
259.
organizational learning rate dependence on management
260.
organizational learning rate measurement
261.
outcome oriented learning
262.
peer‐to‐peer learning group
263.
personalised learning
264.
policy learning
265.
problem-based learning
266.
Problem-based learning (PBL)
267.
project learning
268.
project-based learning
269.
Q-learning
270.
Q-learning algorithm
271.
query learning
272.
regional learning
273.
reinforcement learning
274.
Reinforcement Learning (RL)
275.
relative learning performance
276.
Remote learning
277.
research-oriented learning
278.
reusable learning objects
279.
scholarship of teaching and learning
280.
self learning software
281.
self learning system
282.
self-learning
283.
self-regulated learning
284.
semi-supervised learning
285.
sequence of learning activities
286.
SIS problem, learning with errors
287.
smart learning
288.
smart learning environment
289.
social learning
290.
socio-emotional learning
291.
stochastic learning theory
292.
student centred learning
293.
supervised contrastive learning
294.
supervised learning
295.
supervised learning data
296.
synchronous hybrid learning
297.
zero-shot learning
298.
task based learning
299.
team learning
300.
Technological learning
301.
technology-enhanced learning
302.
the dimensions of the learning organisation
303.
the dimensions of the learning organization questionnaire (DLOQ)
304.
tools for interactive learning and teaching
305.
trans-disciplinary social-learning
306.
transfer learning
307.
true online reinforcement learning
308.
ubiquitous learning
309.
unsupervised learning
310.
urban learning center
311.
value of learning
312.
web and computerbased learning
313.
Web and computer-based learning
314.
virtual collaborative learning environment (VCLE)
315.
virtual learning environment
316.
virtual learning factory
317.
work-based learning
318.
workplace learning
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ELIXIR Machine Learning Focus Group
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UNDP Urban Learning Center
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