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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
Article at Scopus
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Article at WOS
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
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
Article at Scopus
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Article at WOS
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
Article at Scopus
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Article at WOS
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
Article 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
Journal metrics at WOS
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
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
15
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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Article at WOS
journal article EST
/
journal article ENG
16
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
17
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
18
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
19
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
20
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
21
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
22
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
23
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
24
book article
Data science-based techniques for modelling and diagnostics of battery cells based on end-of-life criteria
Zequera, Rolando Antonio Gilbert
;
Rassõlkin, Anton
;
Vaimann, Toomas
;
Kallaste, Ants
2023 International Conference on Electrical Drives and Power Electronics (EDPE)
2023
/
6 p
https://doi.org/10.1109/EDPE58625.2023.10274007
book article
Related publications
1
Artificial Intelligence-Based Predictive Analytics for Battery Energy Storage Systems in Electric Vehicle Applications = Tehisintellektil põhinev ennustav andmeanalüüs akupõhiste energiasalvestussüsteemide jaoks elektrisõidukites
25
book article EST
/
book article ENG
Data-driven approaches based microwave filter tuning - a review
Sekhri, Even
;
Tamre, Mart
;
Kapoor, Rajiv
Advances in Artificial-Business Analytics and Quantum Machine Learning : Select Proceedings of the 3rd International Conference, Com-IT-Con 2023, Volume 2
2024
/
p. 273-286
https://doi.org/10.1007/978-981-97-4860-0_22
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
Related publications
1
Fully automated tuning of microwave coaxial cavity filters = Mikrolaine-koaksiaalfiltrite täisautomaatne häälestamine
Number of records 137, displaying
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keyword
312
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.
state machine
84.
support vector machine
85.
surface permanent magnet machine (SPM)
86.
switched reluctance machine
87.
switched reluctance machine (SRM)
88.
synchronous machine
89.
TBM (tunnel boring machine)
90.
totally enclosed fan-cooled machine
91.
universal friction machine
92.
virtual synchronous machine
93.
active blended learning
94.
active learning
95.
active learning methods
96.
adaptive learning
97.
algorithm controlling the learning process
98.
appetitive associative learning
99.
approach to learning
100.
Attitude to learning
101.
authoritarian learning
102.
automata learning
103.
bayesian learning
104.
BIM-enabled learning
105.
BIM-enabled learning environment
106.
blended learning
107.
business school as learning organization
108.
business school learning organization questionnaire (BSLOQ)
109.
business school learning rate dependence on GPD
110.
business school learning rate measurement instrument
111.
challenge-based learning
112.
Challenge-Based Learning (CBL)
113.
client learning
114.
Collaborative e-learning
115.
collaborative learning
116.
competence based learning
117.
competence learning
118.
competence-based learning
119.
competency based learning
120.
Component organised learning (COL)
121.
computer assisted language learning
122.
computer based learning
123.
computer-assisted language learning (CALL)
124.
contrastive learning
125.
cooperative reinforcement learning
126.
coping with online teaching and learning
127.
customer learning
128.
deep learning
129.
deep learning (DL)
130.
deep learning classifier
131.
deep learning method
132.
deep learning methods
133.
deep learning model
134.
deep learning model quantization
135.
deep learning network
136.
deep reinforcement learning
137.
Deep reinforcing learning SDN
138.
Deep-learning
139.
deep-learning (DL)
140.
dictionary learning
141.
digital learning module
142.
digital remote learning
143.
Dimensions of Learning Organisation Questionnaire (DLOQ)
144.
distance learning
145.
distant learning
146.
distributed independent reinforcement learning
147.
double Q-learning
148.
effective teaching and learning
149.
e-learning
150.
e‐learning
151.
e-Learning course
152.
e-Learning database
153.
e-learning environment
154.
electronic learning
155.
embedded deep learning
156.
Emergency remote learning
157.
ensemble learning
158.
enterprising and entrepreneurial learning
159.
entrepreneurial learning
160.
entrepreneurial teaching and learning
161.
ESG-learning
162.
experiential learning
163.
Federated learning
164.
federated learning (FL)
165.
flexible learning
166.
game based learning
167.
game-based learning
168.
guided in-service learning
169.
hands-on-learning
170.
history learning
171.
horizontal federated learning
172.
human-centred learning
173.
hybrid learning
174.
incremental learning
175.
inductive learning
176.
inductive learning algorithm
177.
interactive learning objects
178.
interdisciplinary learning
179.
inverse reinforcement learning
180.
investor learning
181.
iterative learning
182.
Kolb’s experiential learning cycle
183.
language learning
184.
Learner-centered learning environment
185.
learning
186.
learning (artificial intelligence)
187.
learning activities
188.
learning adaptation in autonomous vehicles
189.
learning algorithm
190.
learning analysis
191.
learning analytics
192.
learning and experimentation
193.
learning and health outcomes
194.
learning and memory
195.
learning business school
196.
learning by teaching
197.
learning concept
198.
learning content
199.
learning design
200.
learning difficulties
201.
Learning environment
202.
learning experience
203.
Learning from Demonstration
204.
learning infrastructures
205.
Learning Lab
206.
learning management
207.
learning management system
208.
learning management systems
209.
learning methodology
210.
learning metrics
211.
learning models
212.
learning motivation
213.
learning objectives
214.
learning objects
215.
learning organization
216.
learning orientation
217.
learning outcomes
218.
learning process
219.
learning processes
220.
learning rate
221.
learning rate dependence on ownership form
222.
learning rate of organization
223.
learning region
224.
learning situation
225.
learning software agents
226.
learning styles
227.
learning systems
228.
learning technologies
229.
learning theories
230.
learning through the questionnaires
231.
learning university
232.
learning-to-rank
233.
lifelong learning
234.
long-short term learning
235.
mathematics students learning habits
236.
Meaningful learning
237.
measuring learning
238.
mobile learning
239.
model learning
240.
Multi-agent reinforcement learning
241.
multi-task learning
242.
mutual learning
243.
new learning models
244.
node embedding learning
245.
NREN e-learning
246.
on-device transfer learning
247.
online learning
248.
ontologies for learning systems
249.
ontology learning
250.
Open Learning Resources (OLR)
251.
organisational learning
252.
organizational learning
253.
organizational learning measurement instruments
254.
organizational learning rate dependence on management
255.
organizational learning rate measurement
256.
outcome oriented learning
257.
peer‐to‐peer learning group
258.
personalised learning
259.
policy learning
260.
problem-based learning
261.
Problem-based learning (PBL)
262.
project learning
263.
project-based learning
264.
Q-learning
265.
Q-learning algorithm
266.
query learning
267.
regional learning
268.
reinforcement learning
269.
Reinforcement Learning (RL)
270.
relative learning performance
271.
Remote learning
272.
research-oriented learning
273.
reusable learning objects
274.
scholarship of teaching and learning
275.
self learning software
276.
self learning system
277.
self-learning
278.
self-regulated learning
279.
semi-supervised learning
280.
sequence of learning activities
281.
SIS problem, learning with errors
282.
smart learning
283.
smart learning environment
284.
social learning
285.
stochastic learning theory
286.
student centred learning
287.
supervised contrastive learning
288.
supervised learning
289.
supervised learning data
290.
synchronous hybrid learning
291.
zero-shot learning
292.
task based learning
293.
team learning
294.
Technological learning
295.
technology-enhanced learning
296.
the dimensions of the learning organisation
297.
the dimensions of the learning organization questionnaire (DLOQ)
298.
tools for interactive learning and teaching
299.
trans-disciplinary social-learning
300.
transfer learning
301.
true online reinforcement learning
302.
ubiquitous learning
303.
unsupervised learning
304.
urban learning center
305.
value of learning
306.
web and computerbased learning
307.
Web and computer-based learning
308.
virtual collaborative learning environment (VCLE)
309.
virtual learning environment
310.
virtual learning factory
311.
work-based learning
312.
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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