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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
Journal metrics at WOS
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
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
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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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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.
adaptive learning
103.
algorithm controlling the learning process
104.
appetitive associative learning
105.
approach to learning
106.
Attitude to learning
107.
authoritarian learning
108.
automata learning
109.
bayesian learning
110.
BIM-enabled learning
111.
BIM-enabled learning environment
112.
blended learning
113.
business school as learning organization
114.
business school learning organization questionnaire (BSLOQ)
115.
business school learning rate dependence on GPD
116.
business school learning rate measurement instrument
117.
challenge-based learning
118.
Challenge-Based Learning (CBL)
119.
client learning
120.
Collaborative e-learning
121.
collaborative learning
122.
competence based learning
123.
competence learning
124.
competence-based learning
125.
competency based learning
126.
Component organised learning (COL)
127.
computer assisted language learning
128.
computer based learning
129.
computer-assisted language learning (CALL)
130.
contrastive learning
131.
cooperative reinforcement learning
132.
coping with online teaching and learning
133.
customer learning
134.
deep learning
135.
deep learning (DL)
136.
deep learning classifier
137.
deep learning method
138.
deep learning methods
139.
deep learning model
140.
deep learning model quantization
141.
deep learning network
142.
deep reinforcement learning
143.
Deep reinforcing learning SDN
144.
Deep-learning
145.
deep-learning (DL)
146.
dictionary learning
147.
digital learning module
148.
digital remote learning
149.
Dimensions of Learning Organisation Questionnaire (DLOQ)
150.
distance learning
151.
distant learning
152.
distributed independent reinforcement learning
153.
double Q-learning
154.
effective teaching and learning
155.
e-learning
156.
e‐learning
157.
e-Learning course
158.
e-Learning database
159.
e-learning environment
160.
electronic learning
161.
embedded deep learning
162.
Emergency remote learning
163.
ensemble learning
164.
enterprising and entrepreneurial learning
165.
entrepreneurial learning
166.
entrepreneurial teaching and learning
167.
ESG-learning
168.
experiential learning
169.
Federated learning
170.
federated learning (FL)
171.
flexible learning
172.
game based learning
173.
game-based learning
174.
guided in-service learning
175.
hands-on-learning
176.
history learning
177.
horizontal federated learning
178.
human-centred learning
179.
hybrid learning
180.
incremental learning
181.
inductive learning
182.
inductive learning algorithm
183.
interactive learning objects
184.
interdisciplinary learning
185.
inverse reinforcement learning
186.
investor learning
187.
iterative learning
188.
Kolb’s experiential learning cycle
189.
language learning
190.
Learner-centered learning environment
191.
learning
192.
learning (artificial intelligence)
193.
learning activities
194.
learning adaptation in autonomous vehicles
195.
learning algorithm
196.
learning analysis
197.
learning analytics
198.
learning and experimentation
199.
learning and health outcomes
200.
learning and memory
201.
learning business school
202.
learning by teaching
203.
learning concept
204.
learning content
205.
learning design
206.
learning difficulties
207.
Learning environment
208.
learning experience
209.
Learning from Demonstration
210.
learning infrastructures
211.
Learning Lab
212.
learning management
213.
learning management system
214.
learning management systems
215.
learning methodology
216.
learning metrics
217.
learning models
218.
learning motivation
219.
learning objectives
220.
learning objects
221.
learning organization
222.
learning orientation
223.
learning outcomes
224.
learning process
225.
learning processes
226.
learning rate
227.
learning rate dependence on ownership form
228.
learning rate of organization
229.
learning region
230.
learning situation
231.
learning software agents
232.
learning styles
233.
learning systems
234.
learning technologies
235.
learning theories
236.
learning through the questionnaires
237.
learning university
238.
learning-to-rank
239.
lifelong learning
240.
long-short term learning
241.
mathematics students learning habits
242.
Meaningful learning
243.
measuring learning
244.
mobile learning
245.
model learning
246.
Multi-agent reinforcement learning
247.
multi-task learning
248.
mutual learning
249.
new learning models
250.
node embedding learning
251.
NREN e-learning
252.
on-device transfer learning
253.
online learning
254.
ontologies for learning systems
255.
ontology learning
256.
Open Learning Resources (OLR)
257.
organisational learning
258.
organizational learning
259.
organizational learning measurement instruments
260.
organizational learning rate dependence on management
261.
organizational learning rate measurement
262.
outcome oriented learning
263.
peer‐to‐peer learning group
264.
personalised learning
265.
policy learning
266.
problem-based learning
267.
Problem-based learning (PBL)
268.
project learning
269.
project-based learning
270.
Q-learning
271.
Q-learning algorithm
272.
query learning
273.
regional learning
274.
reinforcement learning
275.
Reinforcement Learning (RL)
276.
relative learning performance
277.
Remote learning
278.
research-oriented learning
279.
reusable learning objects
280.
scholarship of teaching and learning
281.
self learning software
282.
self learning system
283.
self-learning
284.
self-regulated learning
285.
semi-supervised learning
286.
sequence of learning activities
287.
SIS problem, learning with errors
288.
smart learning
289.
smart learning environment
290.
social learning
291.
stochastic learning theory
292.
student centred learning
293.
supervised contrastive learning
294.
supervised learning
295.
supervised learning data
296.
synchronous hybrid learning
297.
zero-shot learning
298.
task based learning
299.
team learning
300.
Technological learning
301.
technology-enhanced learning
302.
the dimensions of the learning organisation
303.
the dimensions of the learning organization questionnaire (DLOQ)
304.
tools for interactive learning and teaching
305.
trans-disciplinary social-learning
306.
transfer learning
307.
true online reinforcement learning
308.
ubiquitous learning
309.
unsupervised learning
310.
urban learning center
311.
value of learning
312.
web and computerbased learning
313.
Web and computer-based learning
314.
virtual collaborative learning environment (VCLE)
315.
virtual learning environment
316.
virtual learning factory
317.
work-based learning
318.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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