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1
journal article EST
/
journal article ENG
An advanced diagnostic approach for broken rotor bar detection and classification in DTC controlled induction motors by leveraging dynamic SHAP interaction feature selection (DSHAP-IFS) GBDT methodology
Khan, Muhammad Amir
;
Asad, Bilal
;
Vaimann, Toomas
;
Kallaste, Ants
Machines
2024
/
art. 495
https://doi.org/10.3390/machines12070495
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
2
journal article EST
/
journal article ENG
Anomaly detection and classification in power system state estimation: Combining model-based and data-driven methods
Asefi, Sajjad
;
Mitrovic, Mile
;
Cetenovic, Dragan
;
Levi, Victor
;
Gryazina, Elena
;
Terzija, Vladimir
Sustainable energy, grids and networks
2023
/
art. 101116, 14 p. : ill
https://doi.org/10.1016/j.segan.2023.101116
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
3
book article
Automatic NLOS classification from virtual 3D city models
Müürsepp, Ivo
;
Alam, Muhammad Mahtab
2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC)
2023
/
p. 190-195
https://doi.org/10.1109/FMEC59375.2023.10306158
book article
4
book
Bioinspired Designs for Additive Manufacturing in Advanced Engineering Applications : Special Issue
2024
https://www.mdpi.com/journal/biomimetics/special_issues/0K2292JW30
book
5
book article
Broken rotor bar fault detection using machine learning: Optimal frequency resolution
Koveshnikov, Semen
;
Bouharrouti, Nada El
;
Kudelina, Karolina
;
Naseer, Muhammad Usman
;
Vaimann, Toomas
;
Belahcen, Anouar
2024 International Conference on Electrical Machines (ICEM)
2024
/
6 p
https://doi.org/10.1109/ICEM60801.2024.10700228
book article
6
book article
Challenges in using neural networks in safety-critical applications
Forsberg, H.
;
Linden, Jan
;
Hjorth, J.
;
Manefjord, T.
;
Daneshtalab, Masoud
AIAA/IEEE Digital Avionics Systems Conference - Proceedings,
2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC), Virtual Conference, October 11-16, 2020 : Proceedings
2020
/
7 p
https://doi.org/10.1109/DASC50938.2020.9256519
book article
7
journal article EST
/
journal article ENG
Comparative analysis of machine learning techniques for non-intrusive load monitoring
Shabbir, Noman
;
Vassiljeva, Kristina
;
Hokmabad, Hossein Nourollahi
;
Husev, Oleksandr
;
Petlenkov, Eduard
;
Belikov, Juri
Electronics
2024
/
art. 1420 : ill
https://doi.org/10.3390/electronics13081420
Journal metrics at Scopus
Article at Scopus
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journal article EST
/
journal article ENG
Related publications
1
Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutes
8
book article EST
/
book article ENG
Conceptual challenges of researching Artificial Intelligence in public administrations
Noordt, Colin Pascal van
23rd Annual International Conference on Digital Government Research (DGO2022) : Intelligent Technologies, Governments and Citizens, June 15-17, 2022 : proceedings
2022
/
p. 183-190
https://doi.org/10.1145/3543434.3543441
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
Related publications
1
Public value creation with Artificial Intelligence technologies in public administration = Avaliku väärtuse loomine tehisintellekti tehnoloogiatega avalikus halduses
9
journal article EST
/
journal article ENG
A current spectrum-based algorithm for fault detection of electrical machines using low-power data acquisition devices
Asad, Bilal
;
Raja, Hadi Ashraf
;
Vaimann, Toomas
;
Kallaste, Ants
;
Pomarnacki, Raimondas
;
Hyunh, Van Khang
Electronics
2023
/
art. 1746
https://doi.org/10.3390/electronics12071746
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks
10
journal article EST
/
journal article ENG
DAAG-SNP: energy efficient distance and angulation based agglomerative clustering for sink node placement
Hanif, Maria
;
Ahmad, Rizwan
;
Ahmed, Waqas
;
Drieberg, Micheal
;
Alam, Muhammad Mahtab
IEEE Open Journal of the Communications Society
2024
/
p. 5013-5026
https://doi.org/10.1109/OJCOMS.2024.3421901
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
11
book
Databases and Information Systems : 14th International Baltic Conference, DB&IS 2020, Tallinn, Estonia, June 16-19, 2020 : Proceedings
2020
https://doi.org/10.1007/978-3-030-57672-1
book
12
journal article EST
/
journal article ENG
Data-driven baseline generation for post-retrofit energy saving assessment, a comparison of statistical and machine learning methods
Kuivjõgi, Helena
;
Vasman, Sofia
;
Petlenkov, Eduard
;
Thalfeldt, Martin
;
Kurnitski, Jarek
Journal of building engineering
2024
/
art. 111016
https://doi.org/10.1016/j.jobe.2024.111016
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
13
book article
Deep reinforcement learning for automated tuning of cavity filters
Sekhri, Even
;
Tamre, Mart
;
Kapoor, Rajiv
Proceedings of ieeeforum International Conference
2019
/
p. 53
http://www.digitalxplore.org/up_proc/pdf/408-154943387153.pdf
book article
14
journal article
Development and utilization of synthetic signals for fault diagnostics of electrical machines
Raja, Hadi Ashraf
;
Kudelina, Karolina
;
Asad, Bilal
;
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
IEEE journal of emerging and selected topics in industrial electronics
2024
/
p. 1447 - 1454
https://doi.org/10.1109/JESTIE.2024.3395650
Journal metrics at Scopus
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Article at WOS
journal article
15
book
Digital Economy. Emerging Technologies and Business Innovation : 6th International Conference on Digital Economy, ICDEc 2021, Tallinn, Estonia, July 15–17, 2021 : proceedings
2021
https://doi.org/10.1007/978-3-030-92909-1
book
16
book article
Digital twin simulations based reinforcement learning for navigation and control of a wheel-on-leg mobile robot
Alsaleh, Saleh Ragheb Saleh
;
Tepljakov, Aleksei
;
Tamre, Mart
;
Kuts, Vladimir
;
Petlenkov, Eduard
Proceedings of ASME 2022 International Mechanical Engineering Congress and Exposition (IMECE2022), 2B: Columbus, Ohio, USA, October 30 - November 3, 2022
2022
/
art. IMECE2022-95411, V02BT02A025, 8 p
https://doi.org/10.1115/IMECE2022-95411
book article
Related publications
1
Digital twin based computational methods for XR applications = Digitaalkaksikute põhised arvutuslikud meetodid XR rakenduste jaoks
17
book article EST
/
book article ENG
Distributed scalable association rule mining over Covid-19 data
Shahin, Mahtab
;
Inoubli, Wissem
;
Shah, Syed Attique
;
Ben Yahia, Sadok
;
Draheim, Dirk
Future Data and Security Engineering : 8th International Conference, FDSE 2021, Virtual Event, November 24–26, 2021 : proceedings
2021
/
p. 39-52
https://doi.org/10.1007/978-3-030-91387-8_3
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
Related publications
1
Efficient and effective association rule mining on big data and cloud technology : a multifaceted analysis = Tõhus ja efektiivne assotsiatsioonireeglite kaevandamine suurandmetel ja pilvetehnoloogial : mitmekülgne analüüs
18
book article
Effects of annotation quality on model performance
Alhazmi, Khaled
;
Alsumari, Walaa
;
Seppo, Indrek
;
Podkuiko, Lara
;
Simon, Martin
2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC), 13-16 April 2021
2021
/
p. 063–067
https://doi.org/10.1109/ICAIIC51459.2021.9415271
book article
19
book article EST
/
book article ENG
Evaluation of data quality in the Estonian National Health Information System for digital decision support
Bertl, Markus
;
Kankainen, Kristian Juha Ismo
;
Piho, Gunnar
;
Draheim, Dirk
;
Ross, Peeter
Proceedings of the 3rd International Health Data Workshop (HEDA 2023) co-located with Software Technologies: Applications and Foundations (STAF 2023) : Leicester, United Kingdom, July 21, 2023. Vol. 3440
2023
/
paper 1, 13 p. : ill
https://ceur-ws.org/Vol-3440/paper1.pdf
Conference proceedings at Scopus
Article at Scopus
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
20
journal article EST
/
journal article ENG
Evaluation of deep learning-based depression detection using medical claims data
Bertl, Markus
;
Bignoumba, Nzamba
;
Ross, Peeter
;
Ben Yahia, Sadok
;
Draheim, Dirk
Artificial intelligence in medicine
2024
/
art. 102745, 16 p. : ill
https://doi.org/10.1016/j.artmed.2023.102745
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Predictive systems using machine learning tools to forecast adverse events during medical stays = Ennustavad süsteemid, mis kasutavad masinõppe vahendeid kõrvalekallete prognoosimiseks haiglas viibimise ajal
21
journal article
Evaluation of deep learning-based depression detection using medical claims data : preprint
Bertl, Markus
;
Bignoumba, Nzamba
;
Ross, Peeter
;
Ben Yahia, Sadok
;
Draheim, Dirk
SSRN
2023
/
p. 1-34 : ill
https://doi.org/10.2139/ssrn.4478987
journal article
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
22
book article
Explainable AI based fault detection and diagnosis system for air handling units
Belikov, Juri
;
Meas, Molika
;
Machlev, Ram
;
Köse, Ahmet
;
Tepljakov, Aleksei
;
Loo, Lauri
;
Petlenkov, Eduard
;
Levron, Yoash
Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics - ICINCO, 2022 , Lisbon, Portugal
2022
/
p. 271-279
https://doi.org/10.5220/0011350000003271
book article
23
journal article EST
/
journal article ENG
FedBranched : leveraging federated learning for anomaly-aware load forecasting in energy networks
Manzoor, Habib Ullah
;
Khan, Ahsan Raza
;
Flynn, David
;
Alam, Muhammad Mahtab
;
Akram, Muhammad
;
Imran, Muhammad Ali
;
Zoha, Ahmed
Sensors
2023
/
art. 3570
https://doi.org/10.3390/s23073570
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
24
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
25
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
Number of records 66, displaying
1 - 25
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326
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 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.
AI/ML
25.
double ML
26.
Mittag-Leffler (ML) function
27.
ML bias
28.
ML ethics
29.
ML-DSA
30.
AC machine
31.
Algorithmic State Machine - ASM
32.
axial flux machine
33.
axial flux switched reluctance machine
34.
bearingless machine
35.
brushless machine
36.
coordinate measurring machine
37.
electric machine
38.
electric machine analysis computing
39.
electric machine control
40.
electrical machine
41.
electrical machine cooling
42.
electrical machine design
43.
finite state machine
44.
Finite State Machine - FSM
45.
hierarchical finite state machine
46.
high-frequency machine modeling
47.
human machine interaction
48.
human machine systems
49.
human-machine interaction
50.
human-machine interactions
51.
human-machine interface
52.
human-machine system
53.
induction machine
54.
interior permanent magnet machine
55.
interior permanent-magnet synchronous machine (IPMSM)
56.
logic machine
57.
low-resource machine translation
58.
machine bearings
59.
machine condition monitoring
60.
machine control
61.
machine design
62.
machine elements
63.
machine error
64.
machine housing
65.
machine tools
66.
machine translation
67.
machine vector control
68.
machine windings
69.
machine vision
70.
machine-checked proofs
71.
machine-translation
72.
man-machine systems
73.
massive machine type communication (mMTC)
74.
massive machine-type communication (mMTC)
75.
massive machine-type communications (mMTC)
76.
massive Machine-Type connections (mMTC)
77.
multi-class support vector machine (m-SVM)
78.
multi-machine
79.
multi-machine industrial power plant
80.
multi-machine power system
81.
multi-stream interaction machine
82.
neural machine translation
83.
outer-rotor machine
84.
permanent magnet (PM) synchronous machine
85.
permanent magnet flux-switching machine
86.
permanent magnet machine
87.
permanent magnet synchronous machine (PMSM)
88.
reluctance machine
89.
sewing machine operator
90.
spoke-type PM machine
91.
state machine
92.
support vector machine
93.
surface permanent magnet machine (SPM)
94.
switched reluctance machine
95.
switched reluctance machine (SRM)
96.
synchronous machine
97.
TBM (tunnel boring machine)
98.
totally enclosed fan-cooled machine
99.
universal friction machine
100.
virtual synchronous machine
101.
active blended learning
102.
active learning
103.
active learning and engagement
104.
active learning methods
105.
adaptive learning
106.
algorithm controlling the learning process
107.
appetitive associative learning
108.
approach to learning
109.
Attitude to learning
110.
authoritarian learning
111.
automata learning
112.
bayesian learning
113.
BIM-enabled learning
114.
BIM-enabled learning environment
115.
biophilic learning environments
116.
blended learning
117.
business school as learning organization
118.
business school learning organization questionnaire (BSLOQ)
119.
business school learning rate dependence on GPD
120.
business school learning rate measurement instrument
121.
challenge-based learning
122.
Challenge-Based Learning (CBL)
123.
client learning
124.
Collaborative e-learning
125.
collaborative learning
126.
competence based learning
127.
competence learning
128.
competence-based learning
129.
competency based learning
130.
Component organised learning (COL)
131.
computer assisted language learning
132.
computer based learning
133.
computer-assisted language learning (CALL)
134.
contrastive learning
135.
cooperative reinforcement learning
136.
coping with online teaching and learning
137.
customer learning
138.
deep learning
139.
deep learning (DL)
140.
deep learning classifier
141.
deep learning method
142.
deep learning methods
143.
deep learning model
144.
deep learning model quantization
145.
deep learning network
146.
deep reinforcement learning
147.
Deep reinforcing learning SDN
148.
Deep-learning
149.
deep-learning (DL)
150.
dictionary learning
151.
digital learning module
152.
digital remote learning
153.
Dimensions of Learning Organisation Questionnaire (DLOQ)
154.
distance learning
155.
distant learning
156.
distributed independent reinforcement learning
157.
double Q-learning
158.
effective teaching and learning
159.
e-learning
160.
e‐learning
161.
e-Learning course
162.
e-Learning database
163.
e-learning environment
164.
electronic learning
165.
embedded deep learning
166.
Emergency remote learning
167.
ensemble learning
168.
enterprising and entrepreneurial learning
169.
entrepreneurial learning
170.
entrepreneurial teaching and learning
171.
ESG-learning
172.
experiential learning
173.
Federated learning
174.
federated learning (FL)
175.
flexible learning
176.
game based learning
177.
game-based 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.
incremental learning
186.
inductive learning
187.
inductive learning algorithm
188.
interactive learning objects
189.
interdisciplinary learning
190.
inverse reinforcement learning
191.
investor learning
192.
iterative learning
193.
Kolb’s experiential learning cycle
194.
language learning
195.
Learner-centered learning environment
196.
learning
197.
learning (artificial intelligence)
198.
learning activities
199.
learning adaptation in autonomous vehicles
200.
learning algorithm
201.
learning analysis
202.
learning analytics
203.
learning and experimentation
204.
learning and health outcomes
205.
learning and memory
206.
learning business school
207.
learning by teaching
208.
learning concept
209.
learning content
210.
learning design
211.
learning difficulties
212.
Learning environment
213.
learning experience
214.
learning factory
215.
Learning from Demonstration
216.
learning infrastructures
217.
Learning Lab
218.
learning management
219.
learning management system
220.
learning management systems
221.
learning methodology
222.
learning metrics
223.
learning models
224.
learning motivation
225.
learning objectives
226.
learning objects
227.
learning organization
228.
learning orientation
229.
learning outcomes
230.
learning process
231.
learning processes
232.
learning rate
233.
learning rate dependence on ownership form
234.
learning rate of organization
235.
learning region
236.
learning situation
237.
learning software agents
238.
learning styles
239.
learning systems
240.
learning technologies
241.
learning theories
242.
learning through the questionnaires
243.
learning university
244.
learning-to-rank
245.
lifelong learning
246.
long-short term learning
247.
mathematics students learning habits
248.
Meaningful learning
249.
measuring learning
250.
mobile learning
251.
model learning
252.
Multi-agent reinforcement learning
253.
multi-task learning
254.
mutual learning
255.
new learning models
256.
node embedding learning
257.
NREN e-learning
258.
on-device transfer learning
259.
online learning
260.
ontologies for learning systems
261.
ontology learning
262.
Open Learning Resources (OLR)
263.
organisational learning
264.
organizational learning
265.
organizational learning measurement instruments
266.
organizational learning rate dependence on management
267.
organizational learning rate measurement
268.
outcome oriented learning
269.
peer‐to‐peer learning group
270.
personalised learning
271.
Personalized learning
272.
policy learning
273.
problem-based learning
274.
Problem-based learning (PBL)
275.
project learning
276.
project-based learning
277.
Q-learning
278.
Q-learning algorithm
279.
query learning
280.
regional learning
281.
reinforcement learning
282.
Reinforcement Learning (RL)
283.
relative learning performance
284.
Remote learning
285.
research-oriented learning
286.
reusable learning objects
287.
scholarship of teaching and learning
288.
self learning software
289.
self learning system
290.
self-learning
291.
self-regulated learning
292.
semi-supervised learning
293.
sequence of learning activities
294.
SIS problem, learning with errors
295.
smart learning
296.
smart learning environment
297.
social learning
298.
socio-emotional learning
299.
stochastic learning theory
300.
student centred learning
301.
supervised contrastive learning
302.
supervised learning
303.
supervised learning data
304.
synchronous hybrid learning
305.
zero-shot learning
306.
task based learning
307.
team learning
308.
Technological learning
309.
technology-enhanced learning
310.
the dimensions of the learning organisation
311.
the dimensions of the learning organization questionnaire (DLOQ)
312.
tools for interactive learning and teaching
313.
trans-disciplinary social-learning
314.
transfer learning
315.
true online reinforcement learning
316.
ubiquitous learning
317.
unsupervised learning
318.
urban learning center
319.
value of learning
320.
web and computerbased learning
321.
Web and computer-based learning
322.
virtual collaborative learning environment (VCLE)
323.
virtual learning environment
324.
virtual learning factory
325.
work-based learning
326.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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series
AND
OR
NOT
name of the person
AND
OR
NOT
keyword
AND
OR
NOT