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1
journal article
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 article
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
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
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
6
journal article
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 article
7
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
Seotud publikatsioonid
1
Public value creation with Artificial Intelligence technologies in public administration = Avaliku väärtuse loomine tehisintellekti tehnoloogiatega avalikus halduses
8
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
Seotud publikatsioonid
1
IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks
9
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
/
14 p
https://doi.org/10.1109/OJCOMS.2024.3421901
journal article
10
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
11
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
12
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
13
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
14
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
Seotud publikatsioonid
1
Digital twin based computational methods for XR applications = Digitaalkaksikute põhised arvutuslikud meetodid XR rakenduste jaoks
15
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
Seotud publikatsioonid
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
16
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
17
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
Seotud publikatsioonid
1
Systematic AI support for psychiatry : a framework on how to implement decision support systems = Tehisintellekti süstemaatiline kasutamine psühhiaatrias : otsustustoe rakendamist toetav raamistik
18
journal article
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 article
Seotud publikatsioonid
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
19
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
Seotud publikatsioonid
1
Systematic AI support for psychiatry : a framework on how to implement decision support systems = Tehisintellekti süstemaatiline kasutamine psühhiaatrias : otsustustoe rakendamist toetav raamistik
20
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
21
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
22
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
23
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
24
book article
Machine learning enabled fault-detection algorithms for optical spectrum-as-a-service users
Patri, Sai Kireet
;
Dick, Isabella
;
Kaeval, Kaida
;
Müller, Jasper
;
Pedreno-Manresa, Jose-Juan
;
Autenrieth, Achim
;
Elbers, Jörg-Peter
;
Tikas, Marko
;
Mas-Machuca, Carmen
2023 International Conference on Optical Network Design and Modeling (ONDM) : proceedings
2023
/
6 p. : ill
https://ieeexplore.ieee.org/document/10144858
book article
25
journal article EST
/
journal article ENG
Machine learning meets communication networks : current trends and future challenges
Ahmad, Ijaz
;
Shahabuddin, Shariar
;
Malik, Hassan
;
Leppänen, Teemu
;
Loven, Lauri
;
Anttonen, Antti
;
Sodhro, Ali Hassan
;
Alam, Muhammad Mahtab
;
Juntti, Markku
;
Yla-Jääski, Antti
IEEE Access
2020
/
art. 9274307, p. 223418-223460
https://doi.org/10.1109/ACCESS.2020.3041765
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Number of records 52, displaying
1 - 25
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keyword
284
1.
machine learning (ML)
2.
adversarial machine learning
3.
adversarial machine-learning
4.
automatic machine learning (autoML)
5.
False data injection attack; Machine learning; Matlab; Python; State estimation; Sudden load change
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.
AC machine
29.
Algorithmic State Machine - ASM
30.
axial flux machine
31.
axial flux switched reluctance machine
32.
bearingless machine
33.
brushless machine
34.
coordinate measurring machine
35.
electric machine
36.
electric machine analysis computing
37.
electric machine control
38.
electrical machine
39.
electrical machine cooling
40.
electrical machine design
41.
finite state machine
42.
Finite State Machine - FSM
43.
hierarchical finite state machine
44.
human machine interaction
45.
human machine systems
46.
human-machine interaction
47.
human-machine interface
48.
human-machine system
49.
induction machine
50.
interior permanent magnet machine
51.
interior permanent-magnet synchronous machine (IPMSM)
52.
machine bearings
53.
machine condition monitoring
54.
machine control
55.
machine design
56.
machine elements
57.
machine error
58.
machine housing
59.
machine tools
60.
machine vector control
61.
machine windings
62.
machine vision
63.
machine-checked proofs
64.
machine-translation
65.
man-machine systems
66.
massive machine-type communication (mMTC)
67.
massive machine-type communications (mMTC)
68.
massive Machine-Type connections (mMTC)
69.
multi-class support vector machine (m-SVM)
70.
multi-machine
71.
multi-machine industrial power plant
72.
multi-machine power system
73.
multi-stream interaction machine
74.
outer-rotor machine
75.
permanent magnet (PM) synchronous machine
76.
permanent magnet flux-switching machine
77.
permanent magnet machine
78.
permanent magnet synchronous machine (PMSM)
79.
sewing machine operator
80.
state machine
81.
support vector machine
82.
surface permanent magnet machine (SPM)
83.
switched reluctance machine
84.
switched reluctance machine (SRM)
85.
synchronous machine
86.
TBM (tunnel boring machine)
87.
totally enclosed fan-cooled machine
88.
universal friction machine
89.
virtual synchronous machine
90.
active blended learning
91.
active learning
92.
active learning methods
93.
algorithm controlling the learning process
94.
appetitive associative learning
95.
approach to learning
96.
Attitude to learning
97.
authoritarian learning
98.
automata learning
99.
BIM-enabled learning
100.
BIM-enabled learning environment
101.
blended learning
102.
business school as learning organization
103.
business school learning organization questionnaire (BSLOQ)
104.
business school learning rate dependence on GPD
105.
business school learning rate measurement instrument
106.
client learning
107.
Collaborative e-learning
108.
collaborative learning
109.
competence based learning
110.
competence learning
111.
competence-based learning
112.
competency based learning
113.
Component organised learning (COL)
114.
computer assisted language learning
115.
computer based learning
116.
computer-assisted language learning (CALL)
117.
cooperative reinforcement learning
118.
coping with online teaching and learning
119.
customer learning
120.
deep learning
121.
deep learning (DL)
122.
deep learning classifier
123.
deep learning model
124.
deep learning model quantization
125.
deep learning network
126.
deep reinforcement learning
127.
Deep reinforcing learning SDN
128.
Deep-learning
129.
deep-learning (DL)
130.
dictionary learning
131.
digital learning module
132.
Dimensions of Learning Organisation Questionnaire (DLOQ)
133.
distance learning
134.
distant learning
135.
distributed independent reinforcement learning
136.
double Q-learning
137.
effective teaching and learning
138.
e-learning
139.
e‐learning
140.
e-Learning course
141.
e-Learning database
142.
e-learning environment
143.
electronic learning
144.
embedded deep learning
145.
Emergency remote learning
146.
ensemble learning
147.
enterprising and entrepreneurial learning
148.
entrepreneurial learning
149.
entrepreneurial teaching and learning
150.
experiential learning
151.
Federated learning
152.
federated learning (FL)
153.
flexible learning
154.
game based learning
155.
game-based learning
156.
guided in-service learning
157.
hands-on-learning
158.
history learning
159.
hybrid learning
160.
incremental learning
161.
inductive learning
162.
inductive learning algorithm
163.
interactive learning objects
164.
interdisciplinary learning
165.
inverse reinforcement learning
166.
investor learning
167.
iterative learning
168.
Learner-centered learning environment
169.
learning
170.
learning (artificial intelligence)
171.
learning activities
172.
learning adaptation in autonomous vehicles
173.
learning algorithm
174.
learning analysis
175.
learning analytics
176.
learning and experimentation
177.
learning and health outcomes
178.
learning and memory
179.
learning business school
180.
learning by teaching
181.
learning concept
182.
learning design
183.
learning difficulties
184.
Learning environment
185.
learning experience
186.
learning infrastructures
187.
Learning Lab
188.
learning management
189.
learning management system
190.
learning management systems
191.
learning methodology
192.
learning metrics
193.
learning models
194.
learning motivation
195.
learning objectives
196.
learning objects
197.
learning organization
198.
learning orientation
199.
learning outcomes
200.
learning process
201.
learning processes
202.
learning rate
203.
learning rate dependence on ownership form
204.
learning rate of organization
205.
learning region
206.
learning situation
207.
learning software agents
208.
learning styles
209.
learning systems
210.
learning technologies
211.
learning theories
212.
learning through the questionnaires
213.
learning university
214.
learning-to-rank
215.
lifelong learning
216.
mathematics students learning habits
217.
Meaningful learning
218.
measuring learning
219.
mobile learning
220.
model learning
221.
Multi-agent reinforcement learning
222.
mutual learning
223.
new learning models
224.
node embedding learning
225.
NREN e-learning
226.
on-device transfer learning
227.
online learning
228.
ontologies for learning systems
229.
ontology learning
230.
organisational learning
231.
organizational learning
232.
organizational learning measurement instruments
233.
organizational learning rate dependence on management
234.
organizational learning rate measurement
235.
outcome oriented learning
236.
peer‐to‐peer learning group
237.
personalised learning
238.
policy learning
239.
problem-based learning
240.
Problem-based learning (PBL)
241.
project learning
242.
project-based learning
243.
Q-learning
244.
Q-learning algorithm
245.
query learning
246.
regional learning
247.
reinforcement learning
248.
Reinforcement Learning (RL)
249.
relative learning performance
250.
Remote learning
251.
research-oriented learning
252.
reusable learning objects
253.
scholarship of teaching and learning
254.
self learning software
255.
self learning system
256.
self-learning
257.
self-regulated learning
258.
semi-supervised learning
259.
smart learning
260.
smart learning environment
261.
social learning
262.
stochastic learning theory
263.
supervised learning
264.
supervised learning data
265.
task based learning
266.
team learning
267.
Technological learning
268.
technology-enhanced learning
269.
the dimensions of the learning organisation
270.
the dimensions of the learning organization questionnaire (DLOQ)
271.
tools for interactive learning and teaching
272.
trans-disciplinary social-learning
273.
transfer learning
274.
true online reinforcement learning
275.
ubiquitous learning
276.
unsupervised learning
277.
urban learning center
278.
value of learning
279.
web and computerbased learning
280.
Web and computer-based learning
281.
virtual learning environment
282.
virtual learning factory
283.
work-based learning
284.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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