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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 144, displaying
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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
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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