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1
book article
Accuracy analysis of selected time series and machine learning methods for smart cities based on Estonian electricity consumption forecast
Häring, Tobias
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Korõtko, Tarmo
;
Biechl, Helmuth
2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : proceedings
2020
/
p. 425-428 : ill
https://doi.org/10.1109/CPE-POWERENG48600.2020.9161690
book article
2
journal article EST
/
journal article ENG
AI applications to enhance resilience in power systems and microgrids - a review
Zahraoui, Younes
;
Korõtko, Tarmo
;
Rosin, Argo
;
Mekhilef, Saad
;
Seyedmahmoudian, Mehdi
;
Stojcevski, Alex
;
Alhamrouni, Ibrahim
Sustainability
2024
/
art. 4959
https://doi.org/10.3390/su16124959
Journal metrics at Scopus
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journal article EST
/
journal article ENG
3
book article
AI generated route data pre-processing for faster decision making
Maas, Rene
;
Ševtšenko, Eduard
;
Karaulova, Tatjana
2024 8th International Young Engineers Forum on Electrical and Computer Engineering (YEF-ECE)
2024
/
p. 82-87
https://doi.org/10.1109/YEF-ECE62614.2024.10625086
Article at Scopus
book article
4
journal article EST
/
journal article ENG
Anomaly detection, classification and identification Tool (ADCIT)
Asefi, Sajjad
;
Mitrovic, Mile
;
Cetenovic, Dragan
;
Levi, Victor
;
Gryazina, Elena
;
Terzija, Vladimir
Software impacts
2023
/
art. 100465, 3 p. : ill
https://doi.org/10.1016/j.simpa.2023.100465
Journal metrics at Scopus
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journal article EST
/
journal article ENG
5
journal article EST
/
journal article ENG
Anti-money laundering powered by graph machine learning: 'Show me your friends and I will tell you who you are'
Astrova, Irina
Intelligent decision technologies
2023
/
p. 243-261
https://doi.org/10.3233/IDT-220193
Journal metrics at Scopus
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journal article EST
/
journal article ENG
6
journal article EST
/
journal article ENG
Applicability of spiral drawing test for mental fatigue modelling
Senkiv, Olesja
;
Nõmm, Sven
;
Toomela, Aaro
IFAC-PapersOnLine
2019
/
p. 190-195 : ill
https://doi.org/10.1016/j.ifacol.2019.01.064
Conference proceedings at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
7
journal article EST
/
journal article ENG
Application of artificial intelligence and machine learning for BIM : review
Bassir, David
;
Lodge, Hugo
;
Chang, Haochen
;
Majak, Jüri
;
Chen, Gonfa
International journal for simulation and multidisciplinary design optimization
2023
/
art. 5
https://doi.org/10.1051/smdo/2023005
Journal metrics at Scopus
Article at Scopus
journal article EST
/
journal article ENG
8
journal article EST
/
journal article ENG
Application of machine learning for assessment of HS code correctness
Spitšakova, Margarita
;
Haav, Hele-Mai
Baltic journal of modern computing
2020
/
p. 698-718
https://doi.org/10.22364/bjmc.2020.8.4.13
Journal Metrics at Scopus
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Article at WOS
journal article EST
/
journal article ENG
9
book article
Applying machine learning with satellite altimetry data for prediction of absolute dynamic topography for the Baltic Sea
Mostafavi, Majid
;
Delpeche-Ellmann, Nicole Camille
;
Ellmann, Artu
Nordic Geodetic Commission General Assembly 2022 in Copenhagen : Poster Session
2022
/
26 l.
https://medialib.cmcdn.dk/medialibrary/010C1367-E991-4A33-AB10-1953247E9C23/530AEABD-3A25-ED11-84B6-00155D0B0940.pdf
book article
10
book article
Artificial intelligence and education
Jaakkola, Hannu
;
Henno, Jaak
;
Lahti, J-P.
;
Järvinen, Raimo
;
Mäkelainen, Jukka
2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO), 28 Sept.-2 Oct. 2020, Opatija, Croatia : proceedings
2020
/
p. 548-555
https://doi.org/10.23919/MIPRO48935.2020.9245329
book article
11
journal article EST
/
journal article ENG
Artificial intelligence and the GDPR : Inevitable nemeses?
Kesa, Aleksandr
;
Kerikmäe, Tanel
TalTech journal of European studies
2020
/
p. 68-90
https://doi.org/10.1515/bjes-2020-0022
https://content.sciendo.com/view/journals/bjes/bjes-overview.xml?tab_body=latestIssueToc-79907
https://www.ester.ee/record=b5290032*est
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
12
book article
Artificial intelligence in monitoring and diagnostics of electrical energy conversion systems
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
;
Pomarnacki, Raimondas
;
Belahcen, Anouar
;
Van Khang, Hyunh
2020 27th International Workshop on Electric Drives: MPEI Department of Electric Drives 90th Anniversary (IWED), Moscow, Russia, January 27-30, 2020
2020
/
4 p
https://doi.org/10.1109/IWED48848.2020.9069566
book article
13
book article
Artificial intelligence within the military domain and cyber warfare
Hallaq, Bil
;
Sõmer, Tiia
;
Osula, Anna-Maria
;
Ngo, Kim
;
Mitchener-Nissen, Timothy
Proceedings of the 16th European Conference on Cyber Warfare and Security, ECCWS 2017 : hosted by University College Dublin, Ireland, 29-30 June 2017
2017
/
p. 153-156
https://www.scopus.com/record/display.uri?eid=2-s2.0-85028013021&origin=resultslist&zone=contextBox
book article
14
journal article EST
/
journal article ENG
Artificial lateral line for aquatic habitat modelling: An example for Lefua echigonia
Garcia-Vega, Ana
;
Fuentes-Perez, Juan Francisco
;
Fukuda, Shinji
;
Kruusmaa, Maarja
;
Sanz-Ronda, Francisco Javier
;
Tuhtan, Jeffrey Andrew
Ecological Informatics
2021
/
art. 101388
https://doi.org/10.1016/j.ecoinf.2021.101388
Journal metrics at Scopus
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journal article EST
/
journal article ENG
15
book article EST
/
book article ENG
Autonomous realization of safety- and time-critical embedded artificial intelligence
Lindén, Joakim
;
Ermedahl, Andreas
;
Salomonsson, Hans
;
Daneshtalab, Masoud
;
Forsberg, Björn
;
Carbone, Paris
2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) : proceedings : Valencia, Spain, 25-27 March 2024
2024
/
4 p.
https://doi.org//10.23919/DATE58400.2024.10546824
Article collection metrics at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
16
journal article EST
/
journal article ENG
A Bayesian optimization approach for calibrating large-scale activity-based transport models
Agriesti, Serio
;
Kuzmanovski, Vladimir
;
Hollmen, Jaakko
;
Roncoli, Claudio
;
Nahmias-Biran, Bat-Hen
IEEE Open Journal of Intelligent Transportation Systems
2023
/
p. 740 - 754
https://doi.org/10.1109/OJITS.2023.3321110
Journal metrics at Scopus
Article at Scopus
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journal article EST
/
journal article ENG
17
journal article EST
/
journal article ENG
Behavioural compass : animal behaviour recognition using magnetometers
Chakravarty, Pritish
;
Maalberg, Maiki
;
Cozzi, Gabriele
;
Ozgul, Arpat
;
Aminian, Kamiar
Movement Ecology
2019
/
Art. nr. 28
https://doi.org/10.1186/s40462-019-0172-6
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
18
book article
CapsNet on embedded devices in a data scarce scenario
Ezechukwu, Dismas Ndubuis
;
Le Moullec, Yannick
2022 18th Biennial Baltic Electronics Conference (BEC)
2022
/
6 l.
https://doi.org/10.1109/BEC56180.2022.9935600
book article
19
journal article EST
/
journal article ENG
Comparing domain expert and machine learning data enrichment of building registry
Torim, Ants
;
Iliste, Elisa
;
Pikas, Ergo
;
Liiv, Innar
;
Robal, Tarmo
;
Kalamees, Targo
Buildings
2025
/
art. 1798
https://doi.org/10.3390/buildings15111798
journal article EST
/
journal article ENG
20
journal article
Comparison of Bayesian and particle swarm algorithms for hyperparameter optimisation in machine learning applications in high energy physics
Tani, Laurits
;
Veelken, Christian
Computer physics communications
2024
/
p. 108955
https://doi.org/10.1016/j.cpc.2023.108955
journal article
21
journal article
Comparison of Bayesian and particle swarm algorithms for hyperparameter optimisation in machine learning applications in high energy physics : [preprint]
Tani, Laurits
;
Veelken, Christian
arXiv.org
2024
/
8 p. : ill
https://doi.org/10.48550/arXiv.2201.06809
journal article
22
book article
Comparison of machine learning based methods for residential load forecasting
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Kütt, Lauri
;
Rosin, Argo
2019 Electric Power Quality and Supply Reliability Conference (PQ) & 2019 Symposium on Electrical Engineering and Mechatronics (SEEM), Kärdla, Estonia, June 12-15, 2019 : proceedings
2019
/
4 p. : ill
https://doi.org/10.1109/PQ.2019.8818267
book article
23
book article
Comprehensive Feature Selection for Machine Learning-Based Intrusion Detection in Healthcare IoMT Networks
Rehman, Muaan Ur
;
Kalakoti, Rajesh
;
Bahsi, Hayretdin
Proceedings of the 11th International Conference on Information Systems Security and Privacy (ICISSP 2025). Vol. 2
2025
/
p. 248-259 : ill
https://www.scitepress.org/Papers/2025/133136/133136.pdf
https://doi.org//10.5220/0013313600003899
book article
Related publications
1
Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
24
journal article
Current AI applications by Estonian tax authorities and use case scenarios
Künnapas, Kaido
;
Maslionkina, Palina
;
Hinno, Risto
;
Liberts, Raivis
TalTech Journal of European Studies
2025
/
p. 179-208
https://www.ester.ee/record=b5290032*est
https://doi.org/10.2478/bjes-2025-0010
journal article
25
book article
Custom simplified machine learning algorithms for fault diagnosis in electrical machines
Raja, Hadi Ashraf
;
Asad, Bilal
;
Vaimann, Toomas
;
Kallaste, Ants
;
Rassõlkin, Anton
;
Belahcen, Anouar
Diagnostika '22 : 2022 International Conference on Diagnostics in Electrical Engineering : Conference proceedings
2022
/
4 p.
https://doi.org/10.1109/Diagnostika55131.2022.9905174
book article
Related publications
1
IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks
Number of records 145, displaying
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320
1.
adversarial machine learning
2.
adversarial machine-learning
3.
automatic machine learning (autoML)
4.
data analytics and machine learning
5.
explainable machine learning
6.
graph machine learning
7.
interpretable machine learning
8.
machine learning
9.
machine learning (ML)
10.
machine learning algorithms
11.
machine learning approach
12.
Machine Learning Explainable model
13.
machine learning for environmental applications
14.
machine learning models
15.
machine learning systems
16.
machine-learning
17.
machine-learning predictive model
18.
Parkinson’s disease machine learning
19.
robust machine learning
20.
small data machine learning
21.
supervised machine learning
22.
unsupervised machine learning
23.
machine-to-machine communications
24.
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.
electrical machine
35.
electrical machine cooling
36.
electrical machine design
37.
finite state machine
38.
Finite State Machine - FSM
39.
hierarchical finite state machine
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 communications (mMTC)
70.
massive Machine-Type connections (mMTC)
71.
multi-class support vector machine (m-SVM)
72.
multi-machine
73.
multi-machine industrial power plant
74.
multi-machine power system
75.
multi-stream interaction machine
76.
neural machine translation
77.
outer-rotor machine
78.
permanent magnet (PM) synchronous machine
79.
permanent magnet flux-switching machine
80.
permanent magnet machine
81.
permanent magnet synchronous machine (PMSM)
82.
reluctance machine
83.
sewing machine operator
84.
spoke-type PM machine
85.
state machine
86.
support vector machine
87.
surface permanent magnet machine (SPM)
88.
switched reluctance machine
89.
switched reluctance machine (SRM)
90.
synchronous machine
91.
TBM (tunnel boring machine)
92.
totally enclosed fan-cooled machine
93.
universal friction machine
94.
virtual synchronous machine
95.
active blended learning
96.
active learning
97.
active learning and engagement
98.
active learning methods
99.
adaptive learning
100.
algorithm controlling the learning process
101.
appetitive associative learning
102.
approach to learning
103.
Attitude to learning
104.
authoritarian learning
105.
automata learning
106.
bayesian learning
107.
BIM-enabled learning
108.
BIM-enabled learning environment
109.
biophilic learning environments
110.
blended learning
111.
business school as learning organization
112.
business school learning organization questionnaire (BSLOQ)
113.
business school learning rate dependence on GPD
114.
business school learning rate measurement instrument
115.
challenge-based learning
116.
Challenge-Based Learning (CBL)
117.
client learning
118.
Collaborative e-learning
119.
collaborative learning
120.
competence based learning
121.
competence learning
122.
competence-based learning
123.
competency based learning
124.
Component organised learning (COL)
125.
computer assisted language learning
126.
computer based learning
127.
computer-assisted language learning (CALL)
128.
contrastive learning
129.
cooperative reinforcement learning
130.
coping with online teaching and learning
131.
customer learning
132.
deep learning
133.
deep learning (DL)
134.
deep learning classifier
135.
deep learning method
136.
deep learning methods
137.
deep learning model
138.
deep learning model quantization
139.
deep learning network
140.
deep reinforcement learning
141.
Deep reinforcing learning SDN
142.
Deep-learning
143.
deep-learning (DL)
144.
dictionary learning
145.
digital learning module
146.
digital remote learning
147.
Dimensions of Learning Organisation Questionnaire (DLOQ)
148.
distance learning
149.
distant learning
150.
distributed independent reinforcement learning
151.
double Q-learning
152.
effective teaching and learning
153.
e-learning
154.
e‐learning
155.
e-Learning course
156.
e-Learning database
157.
e-learning environment
158.
electronic learning
159.
embedded deep learning
160.
Emergency remote learning
161.
ensemble learning
162.
enterprising and entrepreneurial learning
163.
entrepreneurial learning
164.
entrepreneurial teaching and learning
165.
ESG-learning
166.
experiential learning
167.
Federated learning
168.
federated learning (FL)
169.
flexible learning
170.
game based learning
171.
game-based learning
172.
guided in-service learning
173.
hands-on-learning
174.
history learning
175.
horizontal federated learning
176.
human-centred learning
177.
hybrid learning
178.
Immersive Learning
179.
incremental learning
180.
inductive learning
181.
inductive learning algorithm
182.
interactive learning objects
183.
interdisciplinary learning
184.
inverse reinforcement learning
185.
investor learning
186.
iterative learning
187.
Kolb’s experiential learning cycle
188.
language learning
189.
Learner-centered learning environment
190.
learning
191.
learning (artificial intelligence)
192.
learning activities
193.
learning adaptation in autonomous vehicles
194.
learning algorithm
195.
learning analysis
196.
learning analytics
197.
learning and experimentation
198.
learning and health outcomes
199.
learning and memory
200.
learning business school
201.
learning by teaching
202.
learning concept
203.
learning content
204.
learning design
205.
learning difficulties
206.
Learning environment
207.
learning experience
208.
learning factory
209.
Learning from Demonstration
210.
learning infrastructures
211.
Learning Lab
212.
learning management
213.
learning management system
214.
learning management systems
215.
learning methodology
216.
learning metrics
217.
learning models
218.
learning motivation
219.
learning objectives
220.
learning objects
221.
learning organization
222.
learning orientation
223.
learning outcomes
224.
learning process
225.
learning processes
226.
learning rate
227.
learning rate dependence on ownership form
228.
learning rate of organization
229.
learning region
230.
learning situation
231.
learning software agents
232.
learning styles
233.
learning systems
234.
learning technologies
235.
learning theories
236.
learning through the questionnaires
237.
learning university
238.
learning-to-rank
239.
lifelong learning
240.
long-short term learning
241.
mathematics students learning habits
242.
Meaningful learning
243.
measuring learning
244.
mobile learning
245.
model learning
246.
Multi-agent reinforcement learning
247.
multi-task learning
248.
mutual learning
249.
new learning models
250.
node embedding learning
251.
NREN e-learning
252.
on-device transfer learning
253.
online learning
254.
ontologies for learning systems
255.
ontology learning
256.
Open Learning Resources (OLR)
257.
organisational learning
258.
organizational learning
259.
organizational learning measurement instruments
260.
organizational learning rate dependence on management
261.
organizational learning rate measurement
262.
outcome oriented learning
263.
peer‐to‐peer learning group
264.
personalised learning
265.
Personalized learning
266.
policy learning
267.
problem-based learning
268.
Problem-based learning (PBL)
269.
project learning
270.
project-based learning
271.
Q-learning
272.
Q-learning algorithm
273.
query learning
274.
regional learning
275.
reinforcement learning
276.
Reinforcement Learning (RL)
277.
relative learning performance
278.
Remote learning
279.
research-oriented learning
280.
reusable learning objects
281.
scholarship of teaching and learning
282.
self learning software
283.
self learning system
284.
self-learning
285.
self-regulated learning
286.
semi-supervised learning
287.
sequence of learning activities
288.
SIS problem, learning with errors
289.
smart learning
290.
smart learning environment
291.
social learning
292.
socio-emotional learning
293.
stochastic learning theory
294.
student centred learning
295.
supervised contrastive learning
296.
supervised learning
297.
supervised learning data
298.
synchronous hybrid learning
299.
zero-shot learning
300.
task based learning
301.
team learning
302.
Technological learning
303.
technology-enhanced learning
304.
the dimensions of the learning organisation
305.
the dimensions of the learning organization questionnaire (DLOQ)
306.
tools for interactive learning and teaching
307.
trans-disciplinary social-learning
308.
transfer learning
309.
true online reinforcement learning
310.
ubiquitous learning
311.
unsupervised learning
312.
urban learning center
313.
value of learning
314.
web and computerbased learning
315.
Web and computer-based learning
316.
virtual collaborative learning environment (VCLE)
317.
virtual learning environment
318.
virtual learning factory
319.
work-based learning
320.
workplace learning
author
1
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ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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