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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
Article at Scopus
Article at WOS
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
Cogni-e-SpinDB 1.0 : open dataset of electrospinning parameter configurations and resultant nanofiber morphologies
Mahdian, Mehrab
;
Stummer, Tamas
;
Sepsik, Norman
;
Ender, Ferenc
;
Balogh-Weiser, Diana
;
Pardy, Tamas
techrxiv.org
2025
/
14 p
https://doi.org/10.36227/techrxiv.176462976.65995032/v1
journal article EST
/
journal article ENG
8
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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Article at WOS
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
9
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
10
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
11
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
12
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
13
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
14
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
15
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
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article
16
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
17
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
18
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
19
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
20
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
21
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
22
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
23
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
24
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
25
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
Number of records 70, displaying
1 - 25
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keyword
329
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 communication devices (mMTC)
76.
massive machine-type communications (mMTC)
77.
massive Machine-Type connections (mMTC)
78.
multi-class support vector machine (m-SVM)
79.
multi-machine
80.
multi-machine industrial power plant
81.
multi-machine power system
82.
multi-stream interaction machine
83.
neural machine translation
84.
outer-rotor machine
85.
permanent magnet (PM) synchronous machine
86.
permanent magnet flux-switching machine
87.
permanent magnet machine
88.
permanent magnet synchronous machine (PMSM)
89.
reluctance machine
90.
sewing machine operator
91.
spoke-type PM machine
92.
state machine
93.
support vector machine
94.
surface permanent magnet machine (SPM)
95.
switched reluctance machine
96.
switched reluctance machine (SRM)
97.
synchronous machine
98.
TBM (tunnel boring machine)
99.
totally enclosed fan-cooled machine
100.
universal friction machine
101.
virtual synchronous machine
102.
active blended learning
103.
active learning
104.
active learning and engagement
105.
active learning methods
106.
adaptive learning
107.
algorithm controlling the learning process
108.
appetitive associative learning
109.
approach to learning
110.
Attitude to learning
111.
authoritarian learning
112.
automata learning
113.
bayesian learning
114.
BIM-enabled learning
115.
BIM-enabled learning environment
116.
biophilic learning environments
117.
blended learning
118.
business school as learning organization
119.
business school learning organization questionnaire (BSLOQ)
120.
business school learning rate dependence on GPD
121.
business school learning rate measurement instrument
122.
challenge-based learning
123.
Challenge-Based Learning (CBL)
124.
city-to-city learning
125.
client learning
126.
Collaborative e-learning
127.
collaborative learning
128.
competence based learning
129.
competence learning
130.
competence-based learning
131.
competency based learning
132.
Component organised learning (COL)
133.
computer assisted language learning
134.
computer based learning
135.
computer-assisted language learning (CALL)
136.
contrastive learning
137.
cooperative reinforcement learning
138.
coping with online teaching and learning
139.
customer learning
140.
deep learning
141.
deep learning (DL)
142.
deep learning classifier
143.
deep learning method
144.
deep learning methods
145.
deep learning model
146.
deep learning model quantization
147.
deep learning network
148.
deep reinforcement learning
149.
Deep reinforcing learning SDN
150.
Deep-learning
151.
deep-learning (DL)
152.
dictionary learning
153.
digital learning module
154.
digital remote learning
155.
Dimensions of Learning Organisation Questionnaire (DLOQ)
156.
distance learning
157.
distant learning
158.
distributed independent reinforcement learning
159.
double Q-learning
160.
effective teaching and learning
161.
e-learning
162.
e‐learning
163.
e-Learning course
164.
e-Learning database
165.
e-learning environment
166.
electronic learning
167.
embedded deep learning
168.
Emergency remote learning
169.
ensemble learning
170.
enterprising and entrepreneurial learning
171.
entrepreneurial learning
172.
entrepreneurial teaching and learning
173.
ESG-learning
174.
experiential learning
175.
Federated learning
176.
federated learning (FL)
177.
flexible learning
178.
game based learning
179.
game-based learning
180.
Gamified learning
181.
guided in-service learning
182.
hands-on-learning
183.
history learning
184.
horizontal federated learning
185.
human-centred learning
186.
hybrid learning
187.
Immersive Learning
188.
incremental learning
189.
inductive learning
190.
inductive learning algorithm
191.
interactive learning objects
192.
interdisciplinary learning
193.
inverse reinforcement learning
194.
investor learning
195.
iterative learning
196.
Kolb’s experiential learning cycle
197.
language learning
198.
Learner-centered learning environment
199.
learning
200.
learning (artificial intelligence)
201.
learning activities
202.
learning adaptation in autonomous vehicles
203.
learning algorithm
204.
learning analysis
205.
learning analytics
206.
learning and experimentation
207.
learning and health outcomes
208.
learning and memory
209.
learning business school
210.
learning by teaching
211.
learning concept
212.
learning content
213.
learning design
214.
learning difficulties
215.
Learning environment
216.
learning experience
217.
learning factory
218.
Learning from Demonstration
219.
learning infrastructures
220.
Learning Lab
221.
learning management
222.
learning management system
223.
learning management systems
224.
learning methodology
225.
learning metrics
226.
learning models
227.
learning motivation
228.
learning objectives
229.
learning objects
230.
learning organization
231.
learning orientation
232.
learning outcomes
233.
learning process
234.
learning processes
235.
learning rate
236.
learning rate dependence on ownership form
237.
learning rate of organization
238.
learning region
239.
learning situation
240.
learning software agents
241.
learning styles
242.
learning systems
243.
learning technologies
244.
learning theories
245.
learning through the questionnaires
246.
learning university
247.
learning-to-rank
248.
lifelong learning
249.
long-short term learning
250.
mathematics students learning habits
251.
Meaningful learning
252.
measuring learning
253.
mobile learning
254.
model learning
255.
Multi-agent reinforcement learning
256.
multi-task learning
257.
mutual learning
258.
new learning models
259.
node embedding learning
260.
NREN e-learning
261.
on-device transfer learning
262.
online learning
263.
ontologies for learning systems
264.
ontology learning
265.
Open Learning Resources (OLR)
266.
organisational learning
267.
organizational learning
268.
organizational learning measurement instruments
269.
organizational learning rate dependence on management
270.
organizational learning rate measurement
271.
outcome oriented learning
272.
peer‐to‐peer learning group
273.
personalised learning
274.
Personalized learning
275.
policy learning
276.
problem-based learning
277.
Problem-based learning (PBL)
278.
project learning
279.
project-based learning
280.
Q-learning
281.
Q-learning algorithm
282.
query learning
283.
regional learning
284.
reinforcement learning
285.
Reinforcement Learning (RL)
286.
relative learning performance
287.
Remote learning
288.
research-oriented learning
289.
reusable learning objects
290.
scholarship of teaching and learning
291.
self learning software
292.
self learning system
293.
self-learning
294.
self-regulated learning
295.
semi-supervised learning
296.
sequence of learning activities
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
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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subject term
series
name of the person
keyword
Otsing
Valikud
0
year of publication
AND
OR
NOT
author
AND
OR
NOT
TalTech department
AND
OR
NOT
subject term
AND
OR
NOT
series
AND
OR
NOT
name of the person
AND
OR
NOT
keyword
AND
OR
NOT