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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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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 Angelo Maria
;
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
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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
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Continuous measurement of sulfate to optimize mine water desalination with real-time augmented in-situ raman spectroscopy
Grafe, Bruno
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Current AI applications by Estonian tax authorities and use case scenarios
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Maslionkina, Palina
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TalTech Journal of European Studies
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https://www.ester.ee/record=b5290032*est
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journal article
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327
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 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.
Artificial Intelligence in learning
105.
Attitude to learning
106.
authoritarian learning
107.
automata learning
108.
bayesian learning
109.
BIM-enabled learning
110.
BIM-enabled learning environment
111.
biophilic learning environments
112.
blended learning
113.
business school as learning organization
114.
business school learning organization questionnaire (BSLOQ)
115.
business school learning rate dependence on GPD
116.
business school learning rate measurement instrument
117.
challenge-based learning
118.
Challenge-Based Learning (CBL)
119.
city-to-city learning
120.
client learning
121.
Collaborative e-learning
122.
collaborative learning
123.
competence based learning
124.
competence learning
125.
competence-based learning
126.
competency based learning
127.
Component organised learning (COL)
128.
computer assisted language learning
129.
computer based learning
130.
computer-assisted language learning (CALL)
131.
contrastive learning
132.
cooperative reinforcement learning
133.
coping with online teaching and learning
134.
customer learning
135.
deep learning
136.
deep learning (DL)
137.
deep learning classifier
138.
deep learning method
139.
deep learning methods
140.
deep learning model
141.
deep learning model quantization
142.
deep learning network
143.
deep reinforcement learning
144.
Deep reinforcing learning SDN
145.
Deep-learning
146.
deep-learning (DL)
147.
dictionary learning
148.
digital learning module
149.
digital remote learning
150.
Dimensions of Learning Organisation Questionnaire (DLOQ)
151.
distance learning
152.
distant learning
153.
distributed independent reinforcement learning
154.
double Q-learning
155.
effective teaching and learning
156.
e-learning
157.
e‐learning
158.
e-Learning course
159.
e-Learning database
160.
e-learning environment
161.
electronic learning
162.
embedded deep learning
163.
Emergency remote learning
164.
ensemble learning
165.
enterprising and entrepreneurial learning
166.
entrepreneurial learning
167.
entrepreneurial teaching and learning
168.
ESG-learning
169.
experiential learning
170.
Federated learning
171.
federated learning (FL)
172.
flexible learning
173.
game based learning
174.
game-based learning
175.
Gamified learning
176.
guided in-service learning
177.
hands-on-learning
178.
history learning
179.
horizontal federated learning
180.
human-centred learning
181.
hybrid learning
182.
Immersive Learning
183.
inclusive learning
184.
incremental learning
185.
inductive learning
186.
inductive learning algorithm
187.
interactive learning objects
188.
interdisciplinary learning
189.
inverse reinforcement learning
190.
investor learning
191.
iterative learning
192.
Kolb’s experiential learning cycle
193.
language learning
194.
Learner-centered learning environment
195.
learning
196.
learning (artificial intelligence)
197.
learning activities
198.
learning adaptation in autonomous vehicles
199.
learning algorithm
200.
learning analysis
201.
learning analytics
202.
learning and experimentation
203.
learning and health outcomes
204.
learning and memory
205.
learning business school
206.
learning by teaching
207.
learning concept
208.
learning content
209.
learning design
210.
learning difficulties
211.
Learning environment
212.
learning experience
213.
learning factory
214.
Learning from Demonstration
215.
learning infrastructures
216.
Learning Lab
217.
learning management
218.
learning management system
219.
learning management systems
220.
learning methodology
221.
learning metrics
222.
learning models
223.
learning motivation
224.
learning objectives
225.
learning objects
226.
learning organization
227.
learning orientation
228.
learning outcomes
229.
learning process
230.
learning processes
231.
learning rate
232.
learning rate dependence on ownership form
233.
learning rate of organization
234.
learning region
235.
learning situation
236.
learning software agents
237.
learning styles
238.
learning systems
239.
learning technologies
240.
learning theories
241.
learning through the questionnaires
242.
learning university
243.
learning-to-rank
244.
lifelong learning
245.
long-short term learning
246.
mathematics students learning habits
247.
Meaningful learning
248.
measuring learning
249.
mobile learning
250.
model learning
251.
Multi-agent reinforcement learning
252.
multi-task learning
253.
mutual learning
254.
new learning models
255.
node embedding learning
256.
NREN e-learning
257.
on-device transfer learning
258.
online learning
259.
ontologies for learning systems
260.
ontology learning
261.
Open Learning Resources (OLR)
262.
organisational learning
263.
organizational learning
264.
organizational learning measurement instruments
265.
organizational learning rate dependence on management
266.
organizational learning rate measurement
267.
outcome oriented learning
268.
peer‐to‐peer learning group
269.
personalised learning
270.
personalized learning
271.
policy learning
272.
problem-based learning
273.
Problem-based learning (PBL)
274.
project learning
275.
project-based learning
276.
Q-learning
277.
Q-learning algorithm
278.
query learning
279.
regional learning
280.
reinforcement learning
281.
Reinforcement Learning (RL)
282.
relative learning performance
283.
Remote learning
284.
research-oriented learning
285.
reusable learning objects
286.
scholarship of teaching and learning
287.
self learning software
288.
self learning system
289.
self-learning
290.
self-regulated learning
291.
semi-supervised learning
292.
sequence of learning activities
293.
sequence to sequence learning
294.
sequential learning
295.
SIS problem, learning with errors
296.
smart learning
297.
smart learning environment
298.
social learning
299.
socio-emotional learning
300.
stochastic learning theory
301.
student centred learning
302.
supervised contrastive learning
303.
supervised learning
304.
supervised learning data
305.
synchronous hybrid learning
306.
zero-shot learning
307.
task based learning
308.
team learning
309.
Technological learning
310.
technology-enhanced learning
311.
the dimensions of the learning organisation
312.
the dimensions of the learning organization questionnaire (DLOQ)
313.
tools for interactive learning and teaching
314.
trans-disciplinary social-learning
315.
transfer learning
316.
true online reinforcement learning
317.
ubiquitous learning
318.
unsupervised learning
319.
urban learning center
320.
value of learning
321.
web and computerbased learning
322.
Web and computer-based learning
323.
virtual collaborative learning environment (VCLE)
324.
virtual learning environment
325.
virtual learning factory
326.
work-based learning
327.
workplace learning
author
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ELIXIR Machine Learning Focus Group
subject term
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1.
UNDP Urban Learning Center
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