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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
Adaptive Deep Belief Networks and LightGBM-Based Hybrid Fault Diagnostics for SCADA-Managed PV Systems : A Real-World Case Study
Kull, Karl
;
Khan, Muhammad Amir
;
Asad, Bilal
;
Naseer, Muhammad Usman
;
Kallaste, Ants
;
Vaimann, Toomas
Electronics
2025
/
art. 3649
https://doi.org/10.3390/electronics14183649
journal article EST
/
journal article ENG
3
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
4
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
5
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
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journal article EST
/
journal article ENG
6
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
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journal article EST
/
journal article ENG
7
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
8
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
9
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
10
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
/
p. 26
https://medialib.cmcdn.dk/medialibrary/010C1367-E991-4A33-AB10-1953247E9C23/530AEABD-3A25-ED11-84B6-00155D0B0940.pdf
book article
11
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
12
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
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Article at WOS
journal article EST
/
journal article ENG
13
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
14
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
15
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
16
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
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book article EST
/
book article ENG
17
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
18
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
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journal article EST
/
journal article ENG
19
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
20
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
21
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
22
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
23
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
24
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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25
journal article EST
/
journal article ENG
Continuous measurement of sulfate to optimize mine water desalination with real-time augmented in-situ raman spectroscopy
Grafe, Bruno
;
Johnson, Philip
;
Srivastava, Shashank
;
Stolzenberg, Sebastian
;
Mantescu, Liviu
;
Tugaoen, Heather
Desalination
2026
/
art. 119465
https://doi.org/10.1016/j.desal.2025.119465
journal article EST
/
journal article ENG
Number of records 149, displaying
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keyword
329
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 applications in power systems
12.
machine learning approach
13.
Machine Learning Explainable model
14.
machine learning for environmental applications
15.
machine learning models
16.
machine learning systems
17.
machine-learning
18.
machine-learning predictive model
19.
Parkinson’s disease machine learning
20.
robust machine learning
21.
small data machine learning
22.
supervised machine learning
23.
unsupervised machine learning
24.
machine-to-machine communications
25.
AC machine
26.
Algorithmic State Machine - ASM
27.
axial flux machine
28.
axial flux switched reluctance machine
29.
bearingless machine
30.
brushless machine
31.
coordinate measurring machine
32.
electric machine
33.
electric machine analysis computing
34.
electric machine control
35.
electrical machine
36.
electrical machine cooling
37.
electrical machine design
38.
finite state machine
39.
Finite State Machine - FSM
40.
flux switching machine
41.
hierarchical finite state machine
42.
high-frequency machine modeling
43.
human machine interaction
44.
human machine systems
45.
human-machine interaction
46.
human-machine interactions
47.
human-machine interface
48.
human-machine system
49.
induction machine
50.
interior permanent magnet machine
51.
interior permanent-magnet synchronous machine (IPMSM)
52.
logic machine
53.
low-resource machine translation
54.
machine bearings
55.
machine condition monitoring
56.
machine control
57.
machine design
58.
machine elements
59.
machine error
60.
machine housing
61.
machine tools
62.
machine translation
63.
machine vector control
64.
machine windings
65.
machine vision
66.
machine-checked proofs
67.
machine-translation
68.
man-machine systems
69.
massive machine type communication (mMTC)
70.
massive machine-type communication (mMTC)
71.
massive machine-type communication devices (mMTC)
72.
massive machine-type communications (mMTC)
73.
massive Machine-Type connections (mMTC)
74.
multi-class support vector machine (m-SVM)
75.
multi-machine
76.
multi-machine industrial power plant
77.
multi-machine power system
78.
multi-stream interaction machine
79.
neural machine translation
80.
outer-rotor machine
81.
permanent magnet (PM) synchronous machine
82.
permanent magnet flux-switching machine
83.
permanent magnet machine
84.
permanent magnet synchronous machine (PMSM)
85.
reluctance machine
86.
sewing machine operator
87.
spoke-type PM machine
88.
state machine
89.
support vector machine
90.
surface permanent magnet machine (SPM)
91.
switched reluctance machine
92.
switched reluctance machine (SRM)
93.
synchronous machine
94.
TBM (tunnel boring machine)
95.
totally enclosed fan-cooled machine
96.
universal friction machine
97.
virtual synchronous machine
98.
active blended learning
99.
active learning
100.
active learning and engagement
101.
active learning methods
102.
adaptive learning
103.
algorithm controlling the learning process
104.
appetitive associative learning
105.
approach to learning
106.
Artificial Intelligence in learning
107.
Attitude to learning
108.
authoritarian learning
109.
automata learning
110.
bayesian learning
111.
BIM-enabled learning
112.
BIM-enabled learning environment
113.
biophilic learning environments
114.
blended learning
115.
business school as learning organization
116.
business school learning organization questionnaire (BSLOQ)
117.
business school learning rate dependence on GPD
118.
business school learning rate measurement instrument
119.
challenge-based learning
120.
Challenge-Based Learning (CBL)
121.
city-to-city learning
122.
client learning
123.
Collaborative e-learning
124.
collaborative learning
125.
competence based learning
126.
competence learning
127.
competence-based learning
128.
competency based learning
129.
Component organised learning (COL)
130.
computer assisted language learning
131.
computer based learning
132.
computer-assisted language learning (CALL)
133.
contrastive learning
134.
cooperative reinforcement learning
135.
coping with online teaching and learning
136.
customer learning
137.
deep learning
138.
deep learning (DL)
139.
deep learning classifier
140.
deep learning method
141.
deep learning methods
142.
deep learning model
143.
deep learning model quantization
144.
deep learning network
145.
deep reinforcement learning
146.
Deep reinforcing learning SDN
147.
Deep-learning
148.
deep-learning (DL)
149.
dictionary learning
150.
digital learning module
151.
digital remote learning
152.
Dimensions of Learning Organisation Questionnaire (DLOQ)
153.
distance learning
154.
distant learning
155.
distributed independent reinforcement learning
156.
double Q-learning
157.
effective teaching and learning
158.
e-learning
159.
e‐learning
160.
e-Learning course
161.
e-Learning database
162.
e-learning environment
163.
electronic learning
164.
embedded deep learning
165.
Emergency remote learning
166.
ensemble learning
167.
enterprising and entrepreneurial learning
168.
entrepreneurial learning
169.
entrepreneurial teaching and learning
170.
ESG-learning
171.
experiential learning
172.
Federated learning
173.
federated learning (FL)
174.
flexible learning
175.
game based learning
176.
game-based learning
177.
Gamified learning
178.
guided in-service learning
179.
hands-on-learning
180.
history learning
181.
horizontal federated learning
182.
human-centred learning
183.
hybrid learning
184.
Immersive Learning
185.
inclusive learning
186.
incremental learning
187.
inductive learning
188.
inductive learning algorithm
189.
interactive learning objects
190.
interdisciplinary learning
191.
inverse reinforcement learning
192.
investor learning
193.
iterative learning
194.
Kolb’s experiential learning cycle
195.
language learning
196.
Learner-centered learning environment
197.
learning
198.
learning (artificial intelligence)
199.
learning activities
200.
learning adaptation in autonomous vehicles
201.
learning algorithm
202.
learning analysis
203.
learning analytics
204.
learning and experimentation
205.
learning and health outcomes
206.
learning and memory
207.
learning business school
208.
learning by teaching
209.
learning concept
210.
learning content
211.
learning design
212.
learning difficulties
213.
Learning environment
214.
learning experience
215.
learning factory
216.
Learning from Demonstration
217.
learning infrastructures
218.
Learning Lab
219.
learning management
220.
learning management system
221.
learning management systems
222.
learning methodology
223.
learning metrics
224.
learning models
225.
learning motivation
226.
learning objectives
227.
learning objects
228.
learning organization
229.
learning orientation
230.
learning outcomes
231.
learning process
232.
learning processes
233.
learning rate
234.
learning rate dependence on ownership form
235.
learning rate of organization
236.
learning region
237.
learning situation
238.
learning software agents
239.
learning styles
240.
learning systems
241.
learning technologies
242.
learning theories
243.
learning through the questionnaires
244.
learning university
245.
learning-to-rank
246.
lifelong learning
247.
long-short term learning
248.
mathematics students learning habits
249.
Meaningful learning
250.
measuring learning
251.
mobile learning
252.
model learning
253.
Multi-agent reinforcement learning
254.
multi-task learning
255.
mutual learning
256.
new learning models
257.
node embedding learning
258.
NREN e-learning
259.
on-device transfer learning
260.
online learning
261.
ontologies for learning systems
262.
ontology learning
263.
Open Learning Resources (OLR)
264.
organisational learning
265.
organizational learning
266.
organizational learning measurement instruments
267.
organizational learning rate dependence on management
268.
organizational learning rate measurement
269.
outcome oriented learning
270.
peer‐to‐peer learning group
271.
personalised learning
272.
personalized learning
273.
policy learning
274.
problem-based learning
275.
Problem-based learning (PBL)
276.
project learning
277.
project-based learning
278.
Q-learning
279.
Q-learning algorithm
280.
query learning
281.
regional learning
282.
reinforcement learning
283.
Reinforcement Learning (RL)
284.
relative learning performance
285.
Remote learning
286.
research-oriented learning
287.
reusable learning objects
288.
scholarship of teaching and learning
289.
self learning software
290.
self learning system
291.
self-learning
292.
self-regulated learning
293.
semi-supervised learning
294.
sequence of learning activities
295.
sequence to sequence learning
296.
sequential learning
297.
SIS problem, learning with errors
298.
smart learning
299.
smart learning environment
300.
social learning
301.
socio-emotional learning
302.
stochastic learning theory
303.
student centred learning
304.
supervised contrastive learning
305.
supervised learning
306.
supervised learning data
307.
synchronous hybrid learning
308.
zero-shot learning
309.
task based learning
310.
team learning
311.
Technological learning
312.
technology-enhanced learning
313.
the dimensions of the learning organisation
314.
the dimensions of the learning organization questionnaire (DLOQ)
315.
tools for interactive learning and teaching
316.
trans-disciplinary social-learning
317.
transfer learning
318.
true online reinforcement learning
319.
ubiquitous learning
320.
unsupervised learning
321.
urban learning center
322.
value of learning
323.
web and computerbased learning
324.
Web and computer-based learning
325.
virtual collaborative learning environment (VCLE)
326.
virtual learning environment
327.
virtual learning factory
328.
work-based learning
329.
workplace learning
author
1
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ELIXIR Machine Learning Focus Group
subject term
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1.
UNDP Urban Learning Center
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