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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
Biomimetics
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
https://doi.org/10.3390/electronics13081420
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
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
Journal metrics at WOS
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
/
9 p
https://doi.org/10.1109/JESTIE.2024.3395650
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
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
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Article at WOS
book article EST
/
book article ENG
Number of records 63, 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.
graph machine learning
7.
interpretable machine learning
8.
machine learning
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.
AI/ML
24.
double ML
25.
Mittag-Leffler (ML) function
26.
ML bias
27.
ML ethics
28.
ML-DSA
29.
AC machine
30.
Algorithmic State Machine - ASM
31.
axial flux machine
32.
axial flux switched reluctance machine
33.
bearingless machine
34.
brushless machine
35.
coordinate measurring machine
36.
electric machine
37.
electric machine analysis computing
38.
electric machine control
39.
electrical machine
40.
electrical machine cooling
41.
electrical machine design
42.
finite state machine
43.
Finite State Machine - FSM
44.
hierarchical finite state machine
45.
high-frequency machine modeling
46.
human machine interaction
47.
human machine systems
48.
human-machine interaction
49.
human-machine interactions
50.
human-machine interface
51.
human-machine system
52.
induction machine
53.
interior permanent magnet machine
54.
interior permanent-magnet synchronous machine (IPMSM)
55.
logic machine
56.
low-resource machine translation
57.
machine bearings
58.
machine condition monitoring
59.
machine control
60.
machine design
61.
machine elements
62.
machine error
63.
machine housing
64.
machine tools
65.
machine translation
66.
machine vector control
67.
machine windings
68.
machine vision
69.
machine-checked proofs
70.
machine-translation
71.
man-machine systems
72.
massive machine type communication (mMTC)
73.
massive machine-type communication (mMTC)
74.
massive machine-type communications (mMTC)
75.
massive Machine-Type connections (mMTC)
76.
multi-class support vector machine (m-SVM)
77.
multi-machine
78.
multi-machine industrial power plant
79.
multi-machine power system
80.
multi-stream interaction machine
81.
neural machine translation
82.
outer-rotor machine
83.
permanent magnet (PM) synchronous machine
84.
permanent magnet flux-switching machine
85.
permanent magnet machine
86.
permanent magnet synchronous machine (PMSM)
87.
reluctance machine
88.
sewing machine operator
89.
spoke-type PM machine
90.
state machine
91.
support vector machine
92.
surface permanent magnet machine (SPM)
93.
switched reluctance machine
94.
switched reluctance machine (SRM)
95.
synchronous machine
96.
TBM (tunnel boring machine)
97.
totally enclosed fan-cooled machine
98.
universal friction machine
99.
virtual synchronous machine
100.
active blended learning
101.
active learning
102.
active learning methods
103.
adaptive learning
104.
algorithm controlling the learning process
105.
appetitive associative learning
106.
approach to learning
107.
Attitude to learning
108.
authoritarian learning
109.
automata learning
110.
bayesian learning
111.
BIM-enabled learning
112.
BIM-enabled learning environment
113.
blended learning
114.
business school as learning organization
115.
business school learning organization questionnaire (BSLOQ)
116.
business school learning rate dependence on GPD
117.
business school learning rate measurement instrument
118.
challenge-based learning
119.
Challenge-Based Learning (CBL)
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.
guided in-service learning
176.
hands-on-learning
177.
history learning
178.
horizontal federated learning
179.
human-centred learning
180.
hybrid learning
181.
incremental learning
182.
inductive learning
183.
inductive learning algorithm
184.
interactive learning objects
185.
interdisciplinary learning
186.
inverse reinforcement learning
187.
investor learning
188.
iterative learning
189.
Kolb’s experiential learning cycle
190.
language learning
191.
Learner-centered learning environment
192.
learning
193.
learning (artificial intelligence)
194.
learning activities
195.
learning adaptation in autonomous vehicles
196.
learning algorithm
197.
learning analysis
198.
learning analytics
199.
learning and experimentation
200.
learning and health outcomes
201.
learning and memory
202.
learning business school
203.
learning by teaching
204.
learning concept
205.
learning content
206.
learning design
207.
learning difficulties
208.
Learning environment
209.
learning experience
210.
learning factory
211.
Learning from Demonstration
212.
learning infrastructures
213.
Learning Lab
214.
learning management
215.
learning management system
216.
learning management systems
217.
learning methodology
218.
learning metrics
219.
learning models
220.
learning motivation
221.
learning objectives
222.
learning objects
223.
learning organization
224.
learning orientation
225.
learning outcomes
226.
learning process
227.
learning processes
228.
learning rate
229.
learning rate dependence on ownership form
230.
learning rate of organization
231.
learning region
232.
learning situation
233.
learning software agents
234.
learning styles
235.
learning systems
236.
learning technologies
237.
learning theories
238.
learning through the questionnaires
239.
learning university
240.
learning-to-rank
241.
lifelong learning
242.
long-short term learning
243.
mathematics students learning habits
244.
Meaningful learning
245.
measuring learning
246.
mobile learning
247.
model learning
248.
Multi-agent reinforcement learning
249.
multi-task learning
250.
mutual learning
251.
new learning models
252.
node embedding learning
253.
NREN e-learning
254.
on-device transfer learning
255.
online learning
256.
ontologies for learning systems
257.
ontology learning
258.
Open Learning Resources (OLR)
259.
organisational learning
260.
organizational learning
261.
organizational learning measurement instruments
262.
organizational learning rate dependence on management
263.
organizational learning rate measurement
264.
outcome oriented learning
265.
peer‐to‐peer learning group
266.
personalised learning
267.
policy learning
268.
problem-based learning
269.
Problem-based learning (PBL)
270.
project learning
271.
project-based learning
272.
Q-learning
273.
Q-learning algorithm
274.
query learning
275.
regional learning
276.
reinforcement learning
277.
Reinforcement Learning (RL)
278.
relative learning performance
279.
Remote learning
280.
research-oriented learning
281.
reusable learning objects
282.
scholarship of teaching and learning
283.
self learning software
284.
self learning system
285.
self-learning
286.
self-regulated learning
287.
semi-supervised learning
288.
sequence of learning activities
289.
SIS problem, learning with errors
290.
smart learning
291.
smart learning environment
292.
social learning
293.
stochastic learning theory
294.
student centred learning
295.
supervised contrastive learning
296.
supervised learning
297.
supervised learning data
298.
synchronous hybrid learning
299.
zero-shot learning
300.
task based learning
301.
team learning
302.
Technological learning
303.
technology-enhanced learning
304.
the dimensions of the learning organisation
305.
the dimensions of the learning organization questionnaire (DLOQ)
306.
tools for interactive learning and teaching
307.
trans-disciplinary social-learning
308.
transfer learning
309.
true online reinforcement learning
310.
ubiquitous learning
311.
unsupervised learning
312.
urban learning center
313.
value of learning
314.
web and computerbased learning
315.
Web and computer-based learning
316.
virtual collaborative learning environment (VCLE)
317.
virtual learning environment
318.
virtual learning factory
319.
work-based learning
320.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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