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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
Journal metrics at WOS
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
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333
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.
Artificial Intelligence in learning
111.
Attitude to learning
112.
authoritarian learning
113.
automata learning
114.
bayesian learning
115.
BIM-enabled learning
116.
BIM-enabled learning environment
117.
biophilic learning environments
118.
blended learning
119.
business school as learning organization
120.
business school learning organization questionnaire (BSLOQ)
121.
business school learning rate dependence on GPD
122.
business school learning rate measurement instrument
123.
challenge-based learning
124.
Challenge-Based Learning (CBL)
125.
city-to-city learning
126.
client learning
127.
Collaborative e-learning
128.
collaborative learning
129.
competence based learning
130.
competence learning
131.
competence-based learning
132.
competency based learning
133.
Component organised learning (COL)
134.
computer assisted language learning
135.
computer based learning
136.
computer-assisted language learning (CALL)
137.
contrastive learning
138.
cooperative reinforcement learning
139.
coping with online teaching and learning
140.
customer learning
141.
deep learning
142.
deep learning (DL)
143.
deep learning classifier
144.
deep learning method
145.
deep learning methods
146.
deep learning model
147.
deep learning model quantization
148.
deep learning network
149.
deep reinforcement learning
150.
Deep reinforcing learning SDN
151.
Deep-learning
152.
deep-learning (DL)
153.
dictionary learning
154.
digital learning module
155.
digital remote learning
156.
Dimensions of Learning Organisation Questionnaire (DLOQ)
157.
distance learning
158.
distant learning
159.
distributed independent reinforcement learning
160.
double Q-learning
161.
effective teaching and learning
162.
e-learning
163.
e‐learning
164.
e-Learning course
165.
e-Learning database
166.
e-learning environment
167.
electronic learning
168.
embedded deep learning
169.
Emergency remote learning
170.
ensemble learning
171.
enterprising and entrepreneurial learning
172.
entrepreneurial learning
173.
entrepreneurial teaching and learning
174.
ESG-learning
175.
experiential learning
176.
Federated learning
177.
federated learning (FL)
178.
flexible learning
179.
game based learning
180.
game-based learning
181.
Gamified learning
182.
guided in-service learning
183.
hands-on-learning
184.
history learning
185.
horizontal federated learning
186.
human-centred learning
187.
hybrid learning
188.
Immersive Learning
189.
inclusive learning
190.
incremental learning
191.
inductive learning
192.
inductive learning algorithm
193.
interactive learning objects
194.
interdisciplinary learning
195.
inverse reinforcement learning
196.
investor learning
197.
iterative learning
198.
Kolb’s experiential learning cycle
199.
language learning
200.
Learner-centered learning environment
201.
learning
202.
learning (artificial intelligence)
203.
learning activities
204.
learning adaptation in autonomous vehicles
205.
learning algorithm
206.
learning analysis
207.
learning analytics
208.
learning and experimentation
209.
learning and health outcomes
210.
learning and memory
211.
learning business school
212.
learning by teaching
213.
learning concept
214.
learning content
215.
learning design
216.
learning difficulties
217.
Learning environment
218.
learning experience
219.
learning factory
220.
Learning from Demonstration
221.
learning infrastructures
222.
Learning Lab
223.
learning management
224.
learning management system
225.
learning management systems
226.
learning methodology
227.
learning metrics
228.
learning models
229.
learning motivation
230.
learning objectives
231.
learning objects
232.
learning organization
233.
learning orientation
234.
learning outcomes
235.
learning process
236.
learning processes
237.
learning rate
238.
learning rate dependence on ownership form
239.
learning rate of organization
240.
learning region
241.
learning situation
242.
learning software agents
243.
learning styles
244.
learning systems
245.
learning technologies
246.
learning theories
247.
learning through the questionnaires
248.
learning university
249.
learning-to-rank
250.
lifelong learning
251.
long-short term learning
252.
mathematics students learning habits
253.
Meaningful learning
254.
measuring learning
255.
mobile learning
256.
model learning
257.
Multi-agent reinforcement learning
258.
multi-task learning
259.
mutual learning
260.
new learning models
261.
node embedding learning
262.
NREN e-learning
263.
on-device transfer learning
264.
online learning
265.
ontologies for learning systems
266.
ontology learning
267.
Open Learning Resources (OLR)
268.
organisational learning
269.
organizational learning
270.
organizational learning measurement instruments
271.
organizational learning rate dependence on management
272.
organizational learning rate measurement
273.
outcome oriented learning
274.
peer‐to‐peer learning group
275.
personalised learning
276.
personalized learning
277.
policy learning
278.
problem-based learning
279.
Problem-based learning (PBL)
280.
project learning
281.
project-based learning
282.
Q-learning
283.
Q-learning algorithm
284.
query learning
285.
regional learning
286.
reinforcement learning
287.
Reinforcement Learning (RL)
288.
relative learning performance
289.
Remote learning
290.
research-oriented learning
291.
reusable learning objects
292.
scholarship of teaching and learning
293.
self learning software
294.
self learning system
295.
self-learning
296.
self-regulated learning
297.
semi-supervised learning
298.
sequence of learning activities
299.
sequence to sequence learning
300.
sequential learning
301.
SIS problem, learning with errors
302.
smart learning
303.
smart learning environment
304.
social learning
305.
socio-emotional learning
306.
stochastic learning theory
307.
student centred learning
308.
supervised contrastive learning
309.
supervised learning
310.
supervised learning data
311.
synchronous hybrid learning
312.
zero-shot learning
313.
task based learning
314.
team learning
315.
Technological learning
316.
technology-enhanced learning
317.
the dimensions of the learning organisation
318.
the dimensions of the learning organization questionnaire (DLOQ)
319.
tools for interactive learning and teaching
320.
trans-disciplinary social-learning
321.
transfer learning
322.
true online reinforcement learning
323.
ubiquitous learning
324.
unsupervised learning
325.
urban learning center
326.
value of learning
327.
web and computerbased learning
328.
Web and computer-based learning
329.
virtual collaborative learning environment (VCLE)
330.
virtual learning environment
331.
virtual learning factory
332.
work-based learning
333.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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ends with
containes
sort
Relevance
ascending
descending
year of publication
author
TalTech department
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