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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
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 article
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
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 article
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
24
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
25
journal article
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 article
Number of records 61, displaying
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316
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.
state machine
90.
support vector machine
91.
surface permanent magnet machine (SPM)
92.
switched reluctance machine
93.
switched reluctance machine (SRM)
94.
synchronous machine
95.
TBM (tunnel boring machine)
96.
totally enclosed fan-cooled machine
97.
universal friction machine
98.
virtual synchronous machine
99.
active blended learning
100.
active learning
101.
active learning methods
102.
algorithm controlling the learning process
103.
appetitive associative learning
104.
approach to learning
105.
Attitude to learning
106.
authoritarian learning
107.
automata learning
108.
bayesian learning
109.
BIM-enabled learning
110.
BIM-enabled learning environment
111.
blended learning
112.
business school as learning organization
113.
business school learning organization questionnaire (BSLOQ)
114.
business school learning rate dependence on GPD
115.
business school learning rate measurement instrument
116.
challenge-based learning
117.
client learning
118.
Collaborative e-learning
119.
collaborative learning
120.
competence based learning
121.
competence learning
122.
competence-based learning
123.
competency based learning
124.
Component organised learning (COL)
125.
computer assisted language learning
126.
computer based learning
127.
computer-assisted language learning (CALL)
128.
contrastive learning
129.
cooperative reinforcement learning
130.
coping with online teaching and learning
131.
customer learning
132.
deep learning
133.
deep learning (DL)
134.
deep learning classifier
135.
deep learning method
136.
deep learning methods
137.
deep learning model
138.
deep learning model quantization
139.
deep learning network
140.
deep reinforcement learning
141.
Deep reinforcing learning SDN
142.
Deep-learning
143.
deep-learning (DL)
144.
dictionary learning
145.
digital learning module
146.
digital remote learning
147.
Dimensions of Learning Organisation Questionnaire (DLOQ)
148.
distance learning
149.
distant learning
150.
distributed independent reinforcement learning
151.
double Q-learning
152.
effective teaching and learning
153.
e-learning
154.
e‐learning
155.
e-Learning course
156.
e-Learning database
157.
e-learning environment
158.
electronic learning
159.
embedded deep learning
160.
Emergency remote learning
161.
ensemble learning
162.
enterprising and entrepreneurial learning
163.
entrepreneurial learning
164.
entrepreneurial teaching and learning
165.
ESG-learning
166.
experiential learning
167.
Federated learning
168.
federated learning (FL)
169.
flexible learning
170.
game based learning
171.
game-based learning
172.
guided in-service learning
173.
hands-on-learning
174.
history learning
175.
horizontal federated learning
176.
human-centred learning
177.
hybrid learning
178.
incremental learning
179.
inductive learning
180.
inductive learning algorithm
181.
interactive learning objects
182.
interdisciplinary learning
183.
inverse reinforcement learning
184.
investor learning
185.
iterative learning
186.
Kolb’s experiential learning cycle
187.
language learning
188.
Learner-centered learning environment
189.
learning
190.
learning (artificial intelligence)
191.
learning activities
192.
learning adaptation in autonomous vehicles
193.
learning algorithm
194.
learning analysis
195.
learning analytics
196.
learning and experimentation
197.
learning and health outcomes
198.
learning and memory
199.
learning business school
200.
learning by teaching
201.
learning concept
202.
learning content
203.
learning design
204.
learning difficulties
205.
Learning environment
206.
learning experience
207.
Learning from Demonstration
208.
learning infrastructures
209.
Learning Lab
210.
learning management
211.
learning management system
212.
learning management systems
213.
learning methodology
214.
learning metrics
215.
learning models
216.
learning motivation
217.
learning objectives
218.
learning objects
219.
learning organization
220.
learning orientation
221.
learning outcomes
222.
learning process
223.
learning processes
224.
learning rate
225.
learning rate dependence on ownership form
226.
learning rate of organization
227.
learning region
228.
learning situation
229.
learning software agents
230.
learning styles
231.
learning systems
232.
learning technologies
233.
learning theories
234.
learning through the questionnaires
235.
learning university
236.
learning-to-rank
237.
lifelong learning
238.
long-short term learning
239.
mathematics students learning habits
240.
Meaningful learning
241.
measuring learning
242.
mobile learning
243.
model learning
244.
Multi-agent reinforcement learning
245.
multi-task learning
246.
mutual learning
247.
new learning models
248.
node embedding learning
249.
NREN e-learning
250.
on-device transfer learning
251.
online learning
252.
ontologies for learning systems
253.
ontology learning
254.
Open Learning Resources (OLR)
255.
organisational learning
256.
organizational learning
257.
organizational learning measurement instruments
258.
organizational learning rate dependence on management
259.
organizational learning rate measurement
260.
outcome oriented learning
261.
peer‐to‐peer learning group
262.
personalised learning
263.
policy learning
264.
problem-based learning
265.
Problem-based learning (PBL)
266.
project learning
267.
project-based learning
268.
Q-learning
269.
Q-learning algorithm
270.
query learning
271.
regional learning
272.
reinforcement learning
273.
Reinforcement Learning (RL)
274.
relative learning performance
275.
Remote learning
276.
research-oriented learning
277.
reusable learning objects
278.
scholarship of teaching and learning
279.
self learning software
280.
self learning system
281.
self-learning
282.
self-regulated learning
283.
semi-supervised learning
284.
sequence of learning activities
285.
SIS problem, learning with errors
286.
smart learning
287.
smart learning environment
288.
social learning
289.
stochastic learning theory
290.
student centred learning
291.
supervised contrastive learning
292.
supervised learning
293.
supervised learning data
294.
synchronous hybrid learning
295.
zero-shot learning
296.
task based learning
297.
team learning
298.
Technological learning
299.
technology-enhanced learning
300.
the dimensions of the learning organisation
301.
the dimensions of the learning organization questionnaire (DLOQ)
302.
tools for interactive learning and teaching
303.
trans-disciplinary social-learning
304.
transfer learning
305.
true online reinforcement learning
306.
ubiquitous learning
307.
unsupervised learning
308.
urban learning center
309.
value of learning
310.
web and computerbased learning
311.
Web and computer-based learning
312.
virtual collaborative learning environment (VCLE)
313.
virtual learning environment
314.
virtual learning factory
315.
work-based learning
316.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
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1.
UNDP Urban Learning Center
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