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26
journal article EST
/
journal article ENG
Forecasting Corona Losses on High Voltage Transmission Lines Using Machine Learning
Gupta, Pradeep Kumar
;
Tuttelberg, Kaur
;
Kilter, Jako
IEEE transactions on power delivery
2025
/
p. 2696-2705
https://doi.org/10.1109/TPWRD.2025.3593923
journal article EST
/
journal article ENG
Related publications
1
Forecasting of Electrical Network Corona Losses Based on Machine Learning Methods = Masinõppe meetoditel põhinev elektrivõrgu koroonakadude prognoosimine
27
book article EST
/
book article ENG
Forecasting household demand-side flexibility using XGBoost for smart energy management
Qadar, Rana Muhammad Arslan
;
Shabbir, Noman
;
Kütt, Lauri
;
Daniel, Kamran
;
Peterson, Kristjan
;
Rosin, Argo
2025 IEEE 66th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)
2025
/
7 p
https://doi.org/10.1109/RTUCON67996.2025.11415089
book article EST
/
book article ENG
28
journal article EST
/
journal article ENG
Forecasting sea level maxima using machine learning with explainability and extreme value analysis
Rajabi Kiasari, Saeed
;
Delpeche-Ellmann, Nicole Camille
;
Ellmann, Artu
;
Soomere, Tarmo
International journal of applied earth observation and geoinformation
2026
/
art. 105064
https://doi.org/10.1016/j.jag.2025.105064
journal article EST
/
journal article ENG
Related publications
1
Development of Machine Learning Approaches for Geoid-referred Sea Level Forecasting = Masinõppe meetodite väljatöötamine geoidi suhtes määratletava merepinna taseme prognoosimiseks
29
book article EST
/
book article ENG
From sensors to Dempster-Shafer theory and back : the axiom of ambiguous sensor correctness and its applications
Draheim, Dirk
;
Tammet, Tanel
Database and Expert Systems Applications : 31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14–17, 2020 : Proceedings, Part I
2020
/
p. 3-19
https://doi.org/10.1007/978-3-030-59003-1_1
Conference proceedings at Scopus
Article at Scopus
Conference proceedings at WOS
Article at WOS
book article EST
/
book article ENG
30
book article
An integrated approach for pulse detection and classification of partial discharge (PD) signals
Choudhary, Maninder
;
Kiitam, Ivar
;
Palu, Ivo
2025 IEEE 66th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)
2025
/
7 p
https://doi.org/10.1109/RTUCON67996.2025.11415031
book article
31
journal article EST
/
journal article ENG
Inverse design of electrospun nanofibers : an XGBoost and PSO framework for targeted diameter control
Mahdian, Mehrab
;
Ender, Ferenc
;
Pardy, Tamas
techrxiv.org
2025
/
19 p
https://doi.org/10.36227/techrxiv.176462978.82946427/v1
journal article EST
/
journal article ENG
32
book article EST
/
book article ENG
Lightweight machine learning-based intrusion detection under class imbalance in smart grids
Saleh, Eman Salem Saadallah
;
Bahsi, Hayretdin
;
Chub, Andrii
2025 IEEE 66th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)
2025
/
6 p
https://doi.org/10.1109/RTUCON67996.2025.11415103
book article EST
/
book article ENG
33
journal article EST
/
journal article ENG
Machine learning assisted design of high-entropy alloys with ultra-high microhardness and unexpected low density
Zhao, Shunli
;
Jiang, Bin
;
Song, Kaikai
;
Liu, Xiaoming
;
Wang, Wenyu
;
Si, Dekun
;
Zhang, Jilei
;
Chen, Xiangyan
;
Zhou, Changshan
;
Liu, Pingping
;
Chen, Dong
;
Zhang, Zequn
;
Ramasamy, Parthiban
;
Tang, Junlei
;
Lv, Wenquan
;
Prashanth, Konda Gokuldoss
;
Sopu, Daniel
;
Eckert, Jurgen
Materials & design
2024
/
art. 112634
https://doi.org/10.1016/j.matdes.2024.112634
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
34
book article
Machine learning enabled fault-detection algorithms for optical spectrum-as-a-service users
Patri, Sai Kireet
;
Dick, Isabella
;
Kaeval, Kaida
;
Müller, Jasper
;
Pedreno-Manresa, Jose-Juan
;
Autenrieth, Achim
;
Elbers, Jörg-Peter
;
Tikas, Marko
;
Mas-Machuca, Carmen
2023 International Conference on Optical Network Design and Modeling (ONDM) : proceedings
2023
/
6 p. : ill
https://ieeexplore.ieee.org/document/10144858
book article
35
journal article EST
/
journal article ENG
Machine learning meets communication networks : current trends and future challenges
Ahmad, Ijaz
;
Shahabuddin, Shariar
;
Malik, Hassan
;
Leppänen, Teemu
;
Loven, Lauri
;
Anttonen, Antti
;
Sodhro, Ali Hassan
;
Alam, Muhammad Mahtab
;
Juntti, Markku
;
Yla-Jääski, Antti
IEEE Access
2020
/
art. 9274307, p. 223418-223460
https://doi.org/10.1109/ACCESS.2020.3041765
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
36
book article
Machine learning vs human learning
Henno, Jaak
;
Jaakkola, Hannu
;
Mäkelä, Jukka
2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), September 27 - October 1, 2021, Opatija, Croatia : proceedings
2021
/
p. 542−548
https://doi.org/10.23919/MIPRO52101.2021.9596771
book article
37
journal article EST
/
journal article ENG
A machine learning-based forensic tool for image classification - a design science approach
Del Mar-Raave, Joanna Rose
;
Bahsi, Hayretdin
;
Mrsic, Leo
;
Hausknecht, Kresimir
Forensic Science International : Digital Investigation
2021
/
art. 301265, 13 p
https://doi.org/10.1016/j.fsidi.2021.301265
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
38
journal article EST
/
journal article ENG
Machine Learning-Based High-Voltage Circuit Breaker Defect Classification Utilizing Savitzky-Golay Filter
Asefi, Sajjad
;
Asefi, Soheil
;
Afshari, Hossein
;
Kilter, Jako
;
Shayesteh, Ebrahim
;
Hilber, Patrik
;
Lindquist, Tommie
IEEE Transactions on Instrumentation and Measurement
2025
/
art. 3557009
https://doi.org/10.1109/TIM.2025.3604980
Journal metrics at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
39
journal article
Methodology for reconfigurable cobot-based quality control system for SME production
Moor, Madis
;
Sarkans, Martinš
;
Riives, Jüri
;
Otto, Tauno
;
Vano, Jaime Masia
International Journal of Engineering and Technology (IJET)
2024
/
p. 113-119
https://doi.org/10.7763/IJET.2024.V16.1265
journal article
40
book article
Model-free deep reinforcement learning-based current control for the dual-purpose dc-dc/ac power converter
Gutierrez-Escalona, Javier
;
Roncero-Clemente, Carlos
;
Husev, Oleksandr
;
Matiushkin, Oleksandr
;
Barrero-Gonzalez, Fermin
;
Gonzalez-Romera, Eva
2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)
2024
/
6 p
https://doi.org/10.1109/CPE-POWERENG60842.2024.10604305
Article at Scopus
Article at WOS
book article
41
journal article EST
/
journal article ENG
Multi-objective machine learning optimization of cylindrical TPMS lattices for bone implants
Rezapourianghahfarokhi, Mansoureh
;
Cheloee Darabi, Ali
;
Khoshbin, Mohammadreza
;
Hussainova, Irina
Biomimetics
2025
/
art. 475, 18 p. : ill
https://doi.org/10.3390/biomimetics10070475
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
42
book article EST
/
book article ENG
Multi-step ahead short-term residential DC load forecasting : A comparative study of NGBoost-based algorithms
Shabbir, Noman
;
Husev, Oleksandr
;
Nourollahi Hokmabad, Hossein
;
Daniel, Kamran
;
Jawad, Muhammad
;
Martins, Joao
2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)
2025
/
6 p
https://doi.org/10.1109/ICDCM63994.2025.11144710
Article at Scopus
Article at WOS
book article EST
/
book article ENG
43
book article EST
/
book article ENG
Neuro-fuzzy approach for fault prediction of mechanical bearing faults using vibration analysis
Shirokova, Veroonika
;
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Rjabtšikov, Viktor
;
Baraškova, Tatjana
;
Nutonen, Karle
IECON Proceedings (Industrial Electronics Conference)
IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society
2024
/
p. 1-6
https://doi.org/10.1109/IECON55916.2024.10905990
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
44
journal article EST
/
journal article ENG
Neuro-fuzzy framework for fault prediction in electrical machines via vibration analysis
Kudelina, Karolina
;
Raja, Hadi Ashraf
Energies
2024
/
art. 2818
https://doi.org/10.3390/en17122818
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
45
book article
Non-intrusive load monitoring based smart energy management system for smart buildings
Jawad, Muhammad
;
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Khaleel, T.
;
Tahir, W.
2024 7th International Conference on Information and Computer Technologies (ICICT) : proceedings
2024
/
p. 46-50
https://doi.org/10.1109/ICICT62343.2024.00014
book article
46
book article
Non-Line of Sight detection based on 5G signal strength- and quality measurements and its impact on mobile positioning accuracy
Müürsepp, Ivo
;
Fjodorov, Aleksei
;
Alam, Muhammad Mahtab
2024 International Wireless Communications and Mobile Computing (IWCMC)
2024
/
p. 256-261
https://doi.org/10.1109/IWCMC61514.2024.10592586
Article at Scopus
Article at WOS
book article
47
book article
Pitfalls of machine learning methods in smart grids : a legal perspective
Antonov, Alexander
;
Häring, Tobias
;
Korõtko, Tarmo
;
Rosin, Argo
;
Kerikmäe, Tanel
;
Biechl, Helmuth
2021 International Symposium on Computer Science and Intelligent Controls :(ISCSIC 2021), 12-14 November 2021, Rome, Italy : proceedings
2021
/
p. 248-256
https://doi.org/10.1109/ISCSIC54682.2021.00053
book article
Related publications
2
Research and development of energy storage control strategies for residential area microgrids = Energiasalvestite juhtimisstrateegiate uurimine ja arendamine elamupiirkondade mikrovõrkudele
Human rights-based legal conditions for trustworthy AI = Inimõigustel põhinevad õiguslikud tingimused usaldusväärse tehisintellekti loomisel
48
book article
Practical real-time data-driven approach for district cooling plant operational optimization
Sukhanov, Ivan
;
Köse, Ahmet
;
Tepljakov, Aleksei
;
Petlenkov, Eduard
;
Belikov, Juri
IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2024) : proceedings
2024
/
5 p
https://doi.org/10.1109/ISGTEUROPE62998.2024.10863248
Article at Scopus
Article at WOS
book article
49
book article EST
/
book article ENG
Predicting psychiatric diseases using autoAI : a performance analysis based on health insurance billing data
Bertl, Markus
;
Ross, Peeter
;
Draheim, Dirk
Database and Expert Systems Applications : 32nd International Conference, DEXA 2021, Virtual Event, September 27-30, 2021 : proceedings. Part I
2021
/
p. 104-111
https://doi.org/10.1007/978-3-030-86472-9_9
Conference proceedings at Scopus
Article at Scopus
Conference proceedings at WOS
Article at WOS
book article EST
/
book article ENG
Related publications
1
Systematic AI support for psychiatry : a framework on how to implement decision support systems = Tehisintellekti süstemaatiline kasutamine psühhiaatrias : otsustustoe rakendamist toetav raamistik
50
book article EST
/
book article ENG
Preface
Jallouli, Rim
;
Tobji, Mohamed Anis Bach
;
Mcheick, Hamid
;
Piho, Gunnar
Digital Economy. Emerging Technologies and Business Innovation : 6th International Conference on Digital Economy, ICDEc 2021, Tallinn, Estonia, July 15–17, 2021 : proceedings
2021
/
p. v–vi
https://link.springer.com/content/pdf/bfm:978-3-030-92909-1/1
Collection metrics at Scopus
Article at Scopus
book article EST
/
book article ENG
Number of records 74, displaying
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1.
machine learning (ML)
2.
adversarial machine learning
3.
adversarial machine-learning
4.
automatic machine learning (autoML)
5.
data analytics and machine learning
6.
explainable machine learning
7.
graph machine learning
8.
interpretable machine learning
9.
machine learning
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.
AI/ML
26.
double ML
27.
Mittag-Leffler (ML) function
28.
ML bias
29.
ML ethics
30.
ML-DSA
31.
AC machine
32.
Algorithmic State Machine - ASM
33.
axial flux machine
34.
axial flux switched reluctance machine
35.
bearingless machine
36.
brushless machine
37.
coordinate measurring machine
38.
electric machine
39.
electric machine analysis computing
40.
electric machine control
41.
electrical machine
42.
electrical machine cooling
43.
electrical machine design
44.
finite state machine
45.
Finite State Machine - FSM
46.
flux switching machine
47.
hierarchical finite state machine
48.
high-frequency machine modeling
49.
human machine interaction
50.
human machine systems
51.
human-machine interaction
52.
human-machine interactions
53.
human-machine interface
54.
human-machine system
55.
induction machine
56.
interior permanent magnet machine
57.
interior permanent-magnet synchronous machine (IPMSM)
58.
logic machine
59.
low-resource machine translation
60.
machine bearings
61.
machine condition monitoring
62.
machine control
63.
machine design
64.
machine elements
65.
machine error
66.
machine housing
67.
machine tools
68.
machine translation
69.
machine vector control
70.
machine windings
71.
machine vision
72.
machine-checked proofs
73.
machine-translation
74.
man-machine systems
75.
massive machine type communication (mMTC)
76.
massive machine-type communication (mMTC)
77.
massive machine-type communication devices (mMTC)
78.
massive machine-type communications (mMTC)
79.
massive Machine-Type connections (mMTC)
80.
multi-class support vector machine (m-SVM)
81.
multi-machine
82.
multi-machine industrial power plant
83.
multi-machine power system
84.
multi-stream interaction machine
85.
neural machine translation
86.
outer-rotor machine
87.
permanent magnet (PM) synchronous machine
88.
permanent magnet flux-switching machine
89.
permanent magnet machine
90.
permanent magnet synchronous machine (PMSM)
91.
reluctance machine
92.
sewing machine operator
93.
spoke-type PM machine
94.
state machine
95.
support vector machine
96.
surface permanent magnet machine (SPM)
97.
switched reluctance machine
98.
switched reluctance machine (SRM)
99.
synchronous machine
100.
TBM (tunnel boring machine)
101.
totally enclosed fan-cooled machine
102.
universal friction machine
103.
virtual synchronous machine
104.
active blended learning
105.
active learning
106.
active learning and engagement
107.
active learning methods
108.
adaptive learning
109.
algorithm controlling the learning process
110.
appetitive associative learning
111.
approach to learning
112.
Artificial Intelligence in learning
113.
Attitude to learning
114.
authoritarian learning
115.
automata learning
116.
bayesian learning
117.
BIM-enabled learning
118.
BIM-enabled learning environment
119.
biophilic learning environments
120.
blended learning
121.
business school as learning organization
122.
business school learning organization questionnaire (BSLOQ)
123.
business school learning rate dependence on GPD
124.
business school learning rate measurement instrument
125.
challenge-based learning
126.
Challenge-Based Learning (CBL)
127.
city-to-city learning
128.
client learning
129.
Collaborative e-learning
130.
collaborative learning
131.
competence based learning
132.
competence learning
133.
competence-based learning
134.
competency based learning
135.
Component organised learning (COL)
136.
computer assisted language learning
137.
computer based learning
138.
computer-assisted language learning (CALL)
139.
contrastive learning
140.
cooperative reinforcement learning
141.
coping with online teaching and learning
142.
customer learning
143.
deep learning
144.
deep learning (DL)
145.
deep learning classifier
146.
deep learning method
147.
deep learning methods
148.
deep learning model
149.
deep learning model quantization
150.
deep learning network
151.
deep reinforcement learning
152.
Deep reinforcing learning SDN
153.
Deep-learning
154.
deep-learning (DL)
155.
dictionary learning
156.
digital learning module
157.
digital remote learning
158.
Dimensions of Learning Organisation Questionnaire (DLOQ)
159.
distance learning
160.
distant learning
161.
distributed independent reinforcement learning
162.
double Q-learning
163.
effective teaching and learning
164.
e-learning
165.
e‐learning
166.
e-Learning course
167.
e-Learning database
168.
e-learning environment
169.
electronic learning
170.
embedded deep learning
171.
Emergency remote learning
172.
ensemble learning
173.
enterprising and entrepreneurial learning
174.
entrepreneurial learning
175.
entrepreneurial teaching and learning
176.
ESG-learning
177.
experiential learning
178.
Federated learning
179.
federated learning (FL)
180.
flexible learning
181.
game based learning
182.
game-based learning
183.
Gamified learning
184.
guided in-service learning
185.
hands-on-learning
186.
history learning
187.
horizontal federated learning
188.
human-centred learning
189.
hybrid learning
190.
Immersive Learning
191.
inclusive learning
192.
incremental learning
193.
inductive learning
194.
inductive learning algorithm
195.
interactive learning objects
196.
interdisciplinary learning
197.
inverse reinforcement learning
198.
investor learning
199.
iterative learning
200.
Kolb’s experiential learning cycle
201.
language learning
202.
Learner-centered learning environment
203.
learning
204.
learning (artificial intelligence)
205.
learning activities
206.
learning adaptation in autonomous vehicles
207.
learning algorithm
208.
learning analysis
209.
learning analytics
210.
learning and experimentation
211.
learning and health outcomes
212.
learning and memory
213.
learning business school
214.
learning by teaching
215.
learning concept
216.
learning content
217.
learning design
218.
learning difficulties
219.
Learning environment
220.
learning experience
221.
learning factory
222.
Learning from Demonstration
223.
learning infrastructures
224.
Learning Lab
225.
learning management
226.
learning management system
227.
learning management systems
228.
learning methodology
229.
learning metrics
230.
learning models
231.
learning motivation
232.
learning objectives
233.
learning objects
234.
learning organization
235.
learning orientation
236.
learning outcomes
237.
learning process
238.
learning processes
239.
learning rate
240.
learning rate dependence on ownership form
241.
learning rate of organization
242.
learning region
243.
learning situation
244.
learning software agents
245.
learning styles
246.
learning systems
247.
learning technologies
248.
learning theories
249.
learning through the questionnaires
250.
learning university
251.
learning-to-rank
252.
lifelong learning
253.
long-short term learning
254.
mathematics students learning habits
255.
Meaningful learning
256.
measuring learning
257.
mobile learning
258.
model learning
259.
Multi-agent reinforcement learning
260.
multi-task learning
261.
mutual learning
262.
new learning models
263.
node embedding learning
264.
NREN e-learning
265.
on-device transfer learning
266.
online learning
267.
ontologies for learning systems
268.
ontology learning
269.
Open Learning Resources (OLR)
270.
organisational learning
271.
organizational learning
272.
organizational learning measurement instruments
273.
organizational learning rate dependence on management
274.
organizational learning rate measurement
275.
outcome oriented learning
276.
peer‐to‐peer learning group
277.
personalised learning
278.
personalized learning
279.
policy learning
280.
problem-based learning
281.
Problem-based learning (PBL)
282.
project learning
283.
project-based learning
284.
Q-learning
285.
Q-learning algorithm
286.
query learning
287.
regional learning
288.
reinforcement learning
289.
Reinforcement Learning (RL)
290.
relative learning performance
291.
Remote learning
292.
research-oriented learning
293.
reusable learning objects
294.
scholarship of teaching and learning
295.
self learning software
296.
self learning system
297.
self-learning
298.
self-regulated learning
299.
semi-supervised learning
300.
sequence of learning activities
301.
sequence to sequence learning
302.
sequential learning
303.
SIS problem, learning with errors
304.
smart learning
305.
smart learning environment
306.
social learning
307.
socio-emotional learning
308.
stochastic learning theory
309.
student centred learning
310.
supervised contrastive learning
311.
supervised learning
312.
supervised learning data
313.
synchronous hybrid learning
314.
zero-shot learning
315.
task based learning
316.
team learning
317.
Technological learning
318.
technology-enhanced learning
319.
the dimensions of the learning organisation
320.
the dimensions of the learning organization questionnaire (DLOQ)
321.
tools for interactive learning and teaching
322.
trans-disciplinary social-learning
323.
transfer learning
324.
true online reinforcement learning
325.
ubiquitous learning
326.
unsupervised learning
327.
urban learning center
328.
value of learning
329.
web and computerbased learning
330.
Web and computer-based learning
331.
virtual collaborative learning environment (VCLE)
332.
virtual learning environment
333.
virtual learning factory
334.
work-based learning
335.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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