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26
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
27
journal article EST
/
journal article ENG
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 metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
28
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
29
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
30
book article
Machine learning vs human learning
Henno, Jaak
;
Jaakkola, Hannu
;
Mäkelä, Jukka
2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), September 27 - October 1, 2021, Opatija, Croatia : proceedings
2021
/
p. 542−548
https://doi.org/10.23919/MIPRO52101.2021.9596771
book article
31
journal article EST
/
journal article ENG
A machine learning-based forensic tool for image classification - a design science approach
Del Mar-Raave, Joanna Rose
;
Bahsi, Hayretdin
;
Mrsic, Leo
;
Hausknecht, Kresimir
Forensic Science International : Digital Investigation
2021
/
art. 301265, 13 p
https://doi.org/10.1016/j.fsidi.2021.301265
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
32
journal article
Methodology for reconfigurable cobot-based quality control system for SME production
Moor, Madis
;
Sarkans, Martinš
;
Riives, Jüri
;
Otto, Tauno
;
Vano, Jaime Masia
International Journal of Engineering and Technology (IJET)
2024
/
p. 113-119
https://doi.org/10.7763/IJET.2024.V16.1265
journal article
33
book article
Model-free deep reinforcement learning-based current control for the dual-purpose dc-dc/ac power converter
Gutierrez-Escalona, Javier
;
Roncero-Clemente, Carlos
;
Husev, Oleksandr
;
Matiushkin, Oleksandr
;
Barrero-Gonzalez, Fermin
;
Gonzalez-Romera, Eva
2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)
2024
/
6 p
https://doi.org/10.1109/CPE-POWERENG60842.2024.10604305
Article at Scopus
Article at WOS
book article
34
journal article EST
/
journal article ENG
Multi-objective machine learning optimization of cylindrical TPMS lattices for bone implants
Rezapourianghahfarokhi, Mansoureh
;
Cheloee Darabi, Ali
;
Khoshbin, Mohammadreza
;
Hussainova, Irina
Biomimetics
2025
/
art. 475
http://doi.org/10.3390/biomimetics10070475
journal article EST
/
journal article ENG
35
book article EST
/
book article ENG
Multi-step ahead short-term residential DC load forecasting : A comparative study of NGBoost-based algorithms
Shabbir, Noman
;
Husev, Oleksandr
;
Hokmabad, Hossein Nourollahi
;
Daniel, Kamran
;
Jawad, Muhammad
;
Martins, Joao
2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)
2025
/
6 p
https://doi.org/10.1109/ICDCM63994.2025.11144710
book article EST
/
book article ENG
36
book article EST
/
book article ENG
Neuro-fuzzy approach for fault prediction of mechanical bearing faults using vibration analysis
Shirokova, Veroonika
;
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Rjabtšikov, Viktor
;
Baraškova, Tatjana
;
Nutonen, Karle
IECON Proceedings (Industrial Electronics Conference)
IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society
2024
/
p. 1-6
https://doi.org/10.1109/IECON55916.2024.10905990
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
37
journal article EST
/
journal article ENG
Neuro-fuzzy framework for fault prediction in electrical machines via vibration analysis
Kudelina, Karolina
;
Raja, Hadi Ashraf
Energies
2024
/
art. 2818
https://doi.org/10.3390/en17122818
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
38
book article
Non-intrusive load monitoring based smart energy management system for smart buildings
Jawad, Muhammad
;
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Khaleel, T.
;
Tahir, W.
2024 7th International Conference on Information and Computer Technologies (ICICT) : proceedings
2024
/
p. 46-50
https://doi.org/10.1109/ICICT62343.2024.00014
book article
39
book article
Non-Line of Sight detection based on 5G signal strength- and quality measurements and its impact on mobile positioning accuracy
Müürsepp, Ivo
;
Fjodorov, Aleksei
;
Alam, Muhammad Mahtab
2024 International Wireless Communications and Mobile Computing (IWCMC)
2024
/
p. 256-261
https://doi.org/10.1109/IWCMC61514.2024.10592586
Article at Scopus
Article at WOS
book article
40
book article
Pitfalls of machine learning methods in smart grids : a legal perspective
Antonov, Alexander
;
Häring, Tobias
;
Korõtko, Tarmo
;
Rosin, Argo
;
Kerikmäe, Tanel
;
Biechl, Helmuth
2021 International Symposium on Computer Science and Intelligent Controls :(ISCSIC 2021), 12-14 November 2021, Rome, Italy : proceedings
2021
/
p. 248-256
https://doi.org/10.1109/ISCSIC54682.2021.00053
book article
Related publications
2
Research and development of energy storage control strategies for residential area microgrids = Energiasalvestite juhtimisstrateegiate uurimine ja arendamine elamupiirkondade mikrovõrkudele
Human rights-based legal conditions for trustworthy AI = Inimõigustel põhinevad õiguslikud tingimused usaldusväärse tehisintellekti loomisel
41
book article
Practical real-time data-driven approach for district cooling plant operational optimization
Sukhanov, Ivan
;
Köse, Ahmet
;
Tepljakov, Aleksei
;
Petlenkov, Eduard
;
Belikov, Juri
IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2024) : proceedings
2024
/
5 p
https://doi.org/10.1109/ISGTEUROPE62998.2024.10863248
book article
42
book article EST
/
book article ENG
Predicting psychiatric diseases using autoAI : a performance analysis based on health insurance billing data
Bertl, Markus
;
Ross, Peeter
;
Draheim, Dirk
Database and Expert Systems Applications : 32nd International Conference, DEXA 2021, Virtual Event, September 27-30, 2021 : proceedings. Part I
2021
/
p. 104-111
https://doi.org/10.1007/978-3-030-86472-9_9
Conference proceedings at Scopus
Article at Scopus
Conference proceedings at WOS
Article at WOS
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
43
book article EST
/
book article ENG
Preface
Jallouli, Rim
;
Tobji, Mohamed Anis Bach
;
Mcheick, Hamid
;
Piho, Gunnar
Digital Economy. Emerging Technologies and Business Innovation : 6th International Conference on Digital Economy, ICDEc 2021, Tallinn, Estonia, July 15–17, 2021 : proceedings
2021
/
p. v–vi
https://link.springer.com/content/pdf/bfm:978-3-030-92909-1/1
Collection metrics at Scopus
Article at Scopus
book article EST
/
book article ENG
44
book article
Preliminary analysis of bearing current faults for predictive maintenance
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Vaimann, Toomas
;
Kallaste, Ants
;
Pomarnacki, Raimondas
;
Hyunh, Van Khang
2023 IEEE International Conference on Electric Machines and Drives (IEMDC)
2023
/
5 p. : ill
https://doi.org/10.1109/IEMDC55163.2023.10238934
book article
Related publications
1
Artificial intelligence driven approaches for fault prognostics of electrical machines using vibration spectrum analysis = Tehisintellektil põhinevad lähenemisviisid elektrimasinate rikete prognoosimiseks vibratsioonispektri analüüsi abil
45
book article EST
/
book article ENG
A primer on public safety communication in the context of terror attacks: the NATO SPS “COUNTER-TERROR” project
Alam, Muhammad Mahtab
;
Le Moullec, Yannick
;
Ahmad, Rizwan
;
Magarini, Maurizio
;
Reggiani, Luca
Advanced Technologies for Security Applications : Proceedings of the NATO Science for Peace and Security 'Cluster Workshop on Advanced Technologies', 17-18 September 2019, Leuven, Belgium
2020
/
p. 19-34
https://doi.org/10.1007/978-94-024-2021-0_3
Article collection metrics at Scopus
Article at Scopus
book article EST
/
book article ENG
46
book article EST
/
book article ENG
Real-time gait anomaly detection using 1D-CNN and LSTM
Rostovski, Jakob
;
Ahmadilivani, Mohammad Hasan
;
Krivošei, Andrei
;
Kuusik, Alar
;
Alam, Muhammad Mahtab
Digital Health and Wireless Solutions : First Nordic Conference, NCDHWS 2024, Oulu, Finland, May 7–8, 2024 : Proceedings, Part II
2024
/
p. 260-278
https://doi.org/10.1007/978-3-031-59091-7_17
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Related publications
1
Development of methods for real-time in-step anomaly detection in gait analysis = Reaalajaliste meetodite arendus sammusiseste kõrvalkallete tuvastamiseks kõnnianalüüsis
47
book article
Residential DC load forecasting using long short-term memory network (LSTM)
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Husev, Oleksandr
;
Jalakas, Tanel
;
Martins, Joao
2023 IEEE 11th International Conference on Smart Energy Grid Engineering (SEGE)
2023
/
p. 131-136
https://doi.org/10.1109/SEGE59172.2023.10274596
book article
48
journal article EST
/
journal article ENG
A review of optimal control methods for energy storage systems - energy trading, energy balancing and electric vehicles
Machlev, Ram
;
Zargari, Noa
;
Chowdhury, N
;
Belikov, Juri
;
Levron, Yoash
Journal of energy storage
2020
/
art. 101787, 16 p
https://doi.org/10.1016/j.est.2020.101787
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
49
journal article EST
/
journal article ENG
A review on remote-sensing-based harmful cyanobacterial bloom monitoring services
Janatian, Nasim
;
Raudsepp, Urmas
;
Broomandi, Parya
;
Fickas, Kate
;
Olli, Kalle
;
Heimovaara, Timo
;
Männik, Aarne
;
Uiboupin, Rivo
;
Pahlevan, Nima
Remote sensing applications society and environment
2025
/
art. 101488
https://doi.org/10.1016/j.rsase.2025.101488
journal article EST
/
journal article ENG
50
book article
Short-term residental DC load forecasting using extreme gradient boost (XgBoost) algorithm
Shabbir, Noman
;
Husev, Oleksandr
;
Daniel, Kamran
;
Jawad, Muhammad
;
Rosin, Argo
;
Martins, Joao
2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)
2024
/
6 p
https://doi.org/10.1109/CPE-POWERENG60842.2024.10604392
Article at Scopus
Article at WOS
book article
Number of records 66, displaying
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326
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 communications (mMTC)
76.
massive Machine-Type connections (mMTC)
77.
multi-class support vector machine (m-SVM)
78.
multi-machine
79.
multi-machine industrial power plant
80.
multi-machine power system
81.
multi-stream interaction machine
82.
neural machine translation
83.
outer-rotor machine
84.
permanent magnet (PM) synchronous machine
85.
permanent magnet flux-switching machine
86.
permanent magnet machine
87.
permanent magnet synchronous machine (PMSM)
88.
reluctance machine
89.
sewing machine operator
90.
spoke-type PM machine
91.
state machine
92.
support vector machine
93.
surface permanent magnet machine (SPM)
94.
switched reluctance machine
95.
switched reluctance machine (SRM)
96.
synchronous machine
97.
TBM (tunnel boring machine)
98.
totally enclosed fan-cooled machine
99.
universal friction machine
100.
virtual synchronous machine
101.
active blended learning
102.
active learning
103.
active learning and engagement
104.
active learning methods
105.
adaptive learning
106.
algorithm controlling the learning process
107.
appetitive associative learning
108.
approach to learning
109.
Attitude to learning
110.
authoritarian learning
111.
automata learning
112.
bayesian learning
113.
BIM-enabled learning
114.
BIM-enabled learning environment
115.
biophilic learning environments
116.
blended learning
117.
business school as learning organization
118.
business school learning organization questionnaire (BSLOQ)
119.
business school learning rate dependence on GPD
120.
business school learning rate measurement instrument
121.
challenge-based learning
122.
Challenge-Based Learning (CBL)
123.
client learning
124.
Collaborative e-learning
125.
collaborative learning
126.
competence based learning
127.
competence learning
128.
competence-based learning
129.
competency based learning
130.
Component organised learning (COL)
131.
computer assisted language learning
132.
computer based learning
133.
computer-assisted language learning (CALL)
134.
contrastive learning
135.
cooperative reinforcement learning
136.
coping with online teaching and learning
137.
customer learning
138.
deep learning
139.
deep learning (DL)
140.
deep learning classifier
141.
deep learning method
142.
deep learning methods
143.
deep learning model
144.
deep learning model quantization
145.
deep learning network
146.
deep reinforcement learning
147.
Deep reinforcing learning SDN
148.
Deep-learning
149.
deep-learning (DL)
150.
dictionary learning
151.
digital learning module
152.
digital remote learning
153.
Dimensions of Learning Organisation Questionnaire (DLOQ)
154.
distance learning
155.
distant learning
156.
distributed independent reinforcement learning
157.
double Q-learning
158.
effective teaching and learning
159.
e-learning
160.
e‐learning
161.
e-Learning course
162.
e-Learning database
163.
e-learning environment
164.
electronic learning
165.
embedded deep learning
166.
Emergency remote learning
167.
ensemble learning
168.
enterprising and entrepreneurial learning
169.
entrepreneurial learning
170.
entrepreneurial teaching and learning
171.
ESG-learning
172.
experiential learning
173.
Federated learning
174.
federated learning (FL)
175.
flexible learning
176.
game based learning
177.
game-based learning
178.
guided in-service learning
179.
hands-on-learning
180.
history learning
181.
horizontal federated learning
182.
human-centred learning
183.
hybrid learning
184.
Immersive Learning
185.
incremental learning
186.
inductive learning
187.
inductive learning algorithm
188.
interactive learning objects
189.
interdisciplinary learning
190.
inverse reinforcement learning
191.
investor learning
192.
iterative learning
193.
Kolb’s experiential learning cycle
194.
language learning
195.
Learner-centered learning environment
196.
learning
197.
learning (artificial intelligence)
198.
learning activities
199.
learning adaptation in autonomous vehicles
200.
learning algorithm
201.
learning analysis
202.
learning analytics
203.
learning and experimentation
204.
learning and health outcomes
205.
learning and memory
206.
learning business school
207.
learning by teaching
208.
learning concept
209.
learning content
210.
learning design
211.
learning difficulties
212.
Learning environment
213.
learning experience
214.
learning factory
215.
Learning from Demonstration
216.
learning infrastructures
217.
Learning Lab
218.
learning management
219.
learning management system
220.
learning management systems
221.
learning methodology
222.
learning metrics
223.
learning models
224.
learning motivation
225.
learning objectives
226.
learning objects
227.
learning organization
228.
learning orientation
229.
learning outcomes
230.
learning process
231.
learning processes
232.
learning rate
233.
learning rate dependence on ownership form
234.
learning rate of organization
235.
learning region
236.
learning situation
237.
learning software agents
238.
learning styles
239.
learning systems
240.
learning technologies
241.
learning theories
242.
learning through the questionnaires
243.
learning university
244.
learning-to-rank
245.
lifelong learning
246.
long-short term learning
247.
mathematics students learning habits
248.
Meaningful learning
249.
measuring learning
250.
mobile learning
251.
model learning
252.
Multi-agent reinforcement learning
253.
multi-task learning
254.
mutual learning
255.
new learning models
256.
node embedding learning
257.
NREN e-learning
258.
on-device transfer learning
259.
online learning
260.
ontologies for learning systems
261.
ontology learning
262.
Open Learning Resources (OLR)
263.
organisational learning
264.
organizational learning
265.
organizational learning measurement instruments
266.
organizational learning rate dependence on management
267.
organizational learning rate measurement
268.
outcome oriented learning
269.
peer‐to‐peer learning group
270.
personalised learning
271.
Personalized learning
272.
policy learning
273.
problem-based learning
274.
Problem-based learning (PBL)
275.
project learning
276.
project-based learning
277.
Q-learning
278.
Q-learning algorithm
279.
query learning
280.
regional learning
281.
reinforcement learning
282.
Reinforcement Learning (RL)
283.
relative learning performance
284.
Remote learning
285.
research-oriented learning
286.
reusable learning objects
287.
scholarship of teaching and learning
288.
self learning software
289.
self learning system
290.
self-learning
291.
self-regulated learning
292.
semi-supervised learning
293.
sequence of learning activities
294.
SIS problem, learning with errors
295.
smart learning
296.
smart learning environment
297.
social learning
298.
socio-emotional learning
299.
stochastic learning theory
300.
student centred learning
301.
supervised contrastive learning
302.
supervised learning
303.
supervised learning data
304.
synchronous hybrid learning
305.
zero-shot learning
306.
task based learning
307.
team learning
308.
Technological learning
309.
technology-enhanced learning
310.
the dimensions of the learning organisation
311.
the dimensions of the learning organization questionnaire (DLOQ)
312.
tools for interactive learning and teaching
313.
trans-disciplinary social-learning
314.
transfer learning
315.
true online reinforcement learning
316.
ubiquitous learning
317.
unsupervised learning
318.
urban learning center
319.
value of learning
320.
web and computerbased learning
321.
Web and computer-based learning
322.
virtual collaborative learning environment (VCLE)
323.
virtual learning environment
324.
virtual learning factory
325.
work-based learning
326.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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