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26
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
27
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
28
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
29
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
30
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
31
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
32
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
book article
33
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
34
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
35
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
36
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
37
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
38
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
39
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
40
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
41
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
42
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
43
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
44
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
45
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
46
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
47
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
48
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
49
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
50
book article EST
/
book article ENG
Simultaneous road edge and road surface markings detection using convolutional neural networks
Pihlak, Rene
;
Riid, Andri
Databases and Information Systems : 14th International Baltic Conference, DB&IS 2020, Tallinn, Estonia, June 16-19, 2020 : Proceedings
2020
/
p. 109-121
https://doi.org/10.1007/978-3-030-57672-1_9
Conference proceeding at Scopus
Article at Scopus
book article EST
/
book article ENG
Number of records 65, displaying
26 - 50
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keyword
323
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.
spoke-type PM machine
90.
state machine
91.
support vector machine
92.
surface permanent magnet machine (SPM)
93.
switched reluctance machine
94.
switched reluctance machine (SRM)
95.
synchronous machine
96.
TBM (tunnel boring machine)
97.
totally enclosed fan-cooled machine
98.
universal friction machine
99.
virtual synchronous machine
100.
active blended learning
101.
active learning
102.
active learning methods
103.
adaptive learning
104.
algorithm controlling the learning process
105.
appetitive associative learning
106.
approach to learning
107.
Attitude to learning
108.
authoritarian learning
109.
automata learning
110.
bayesian learning
111.
BIM-enabled learning
112.
BIM-enabled learning environment
113.
biophilic learning environments
114.
blended learning
115.
business school as learning organization
116.
business school learning organization questionnaire (BSLOQ)
117.
business school learning rate dependence on GPD
118.
business school learning rate measurement instrument
119.
challenge-based learning
120.
Challenge-Based Learning (CBL)
121.
client learning
122.
Collaborative e-learning
123.
collaborative learning
124.
competence based learning
125.
competence learning
126.
competence-based learning
127.
competency based learning
128.
Component organised learning (COL)
129.
computer assisted language learning
130.
computer based learning
131.
computer-assisted language learning (CALL)
132.
contrastive learning
133.
cooperative reinforcement learning
134.
coping with online teaching and learning
135.
customer learning
136.
deep learning
137.
deep learning (DL)
138.
deep learning classifier
139.
deep learning method
140.
deep learning methods
141.
deep learning model
142.
deep learning model quantization
143.
deep learning network
144.
deep reinforcement learning
145.
Deep reinforcing learning SDN
146.
Deep-learning
147.
deep-learning (DL)
148.
dictionary learning
149.
digital learning module
150.
digital remote learning
151.
Dimensions of Learning Organisation Questionnaire (DLOQ)
152.
distance learning
153.
distant learning
154.
distributed independent reinforcement learning
155.
double Q-learning
156.
effective teaching and learning
157.
e-learning
158.
e‐learning
159.
e-Learning course
160.
e-Learning database
161.
e-learning environment
162.
electronic learning
163.
embedded deep learning
164.
Emergency remote learning
165.
ensemble learning
166.
enterprising and entrepreneurial learning
167.
entrepreneurial learning
168.
entrepreneurial teaching and learning
169.
ESG-learning
170.
experiential learning
171.
Federated learning
172.
federated learning (FL)
173.
flexible learning
174.
game based learning
175.
game-based learning
176.
guided in-service learning
177.
hands-on-learning
178.
history learning
179.
horizontal federated learning
180.
human-centred learning
181.
hybrid learning
182.
Immersive Learning
183.
incremental learning
184.
inductive learning
185.
inductive learning algorithm
186.
interactive learning objects
187.
interdisciplinary learning
188.
inverse reinforcement learning
189.
investor learning
190.
iterative learning
191.
Kolb’s experiential learning cycle
192.
language learning
193.
Learner-centered learning environment
194.
learning
195.
learning (artificial intelligence)
196.
learning activities
197.
learning adaptation in autonomous vehicles
198.
learning algorithm
199.
learning analysis
200.
learning analytics
201.
learning and experimentation
202.
learning and health outcomes
203.
learning and memory
204.
learning business school
205.
learning by teaching
206.
learning concept
207.
learning content
208.
learning design
209.
learning difficulties
210.
Learning environment
211.
learning experience
212.
learning factory
213.
Learning from Demonstration
214.
learning infrastructures
215.
Learning Lab
216.
learning management
217.
learning management system
218.
learning management systems
219.
learning methodology
220.
learning metrics
221.
learning models
222.
learning motivation
223.
learning objectives
224.
learning objects
225.
learning organization
226.
learning orientation
227.
learning outcomes
228.
learning process
229.
learning processes
230.
learning rate
231.
learning rate dependence on ownership form
232.
learning rate of organization
233.
learning region
234.
learning situation
235.
learning software agents
236.
learning styles
237.
learning systems
238.
learning technologies
239.
learning theories
240.
learning through the questionnaires
241.
learning university
242.
learning-to-rank
243.
lifelong learning
244.
long-short term learning
245.
mathematics students learning habits
246.
Meaningful learning
247.
measuring learning
248.
mobile learning
249.
model learning
250.
Multi-agent reinforcement learning
251.
multi-task learning
252.
mutual learning
253.
new learning models
254.
node embedding learning
255.
NREN e-learning
256.
on-device transfer learning
257.
online learning
258.
ontologies for learning systems
259.
ontology learning
260.
Open Learning Resources (OLR)
261.
organisational learning
262.
organizational learning
263.
organizational learning measurement instruments
264.
organizational learning rate dependence on management
265.
organizational learning rate measurement
266.
outcome oriented learning
267.
peer‐to‐peer learning group
268.
personalised learning
269.
policy learning
270.
problem-based learning
271.
Problem-based learning (PBL)
272.
project learning
273.
project-based learning
274.
Q-learning
275.
Q-learning algorithm
276.
query learning
277.
regional learning
278.
reinforcement learning
279.
Reinforcement Learning (RL)
280.
relative learning performance
281.
Remote learning
282.
research-oriented learning
283.
reusable learning objects
284.
scholarship of teaching and learning
285.
self learning software
286.
self learning system
287.
self-learning
288.
self-regulated learning
289.
semi-supervised learning
290.
sequence of learning activities
291.
SIS problem, learning with errors
292.
smart learning
293.
smart learning environment
294.
social learning
295.
socio-emotional learning
296.
stochastic learning theory
297.
student centred learning
298.
supervised contrastive learning
299.
supervised learning
300.
supervised learning data
301.
synchronous hybrid learning
302.
zero-shot learning
303.
task based learning
304.
team learning
305.
Technological learning
306.
technology-enhanced learning
307.
the dimensions of the learning organisation
308.
the dimensions of the learning organization questionnaire (DLOQ)
309.
tools for interactive learning and teaching
310.
trans-disciplinary social-learning
311.
transfer learning
312.
true online reinforcement learning
313.
ubiquitous learning
314.
unsupervised learning
315.
urban learning center
316.
value of learning
317.
web and computerbased learning
318.
Web and computer-based learning
319.
virtual collaborative learning environment (VCLE)
320.
virtual learning environment
321.
virtual learning factory
322.
work-based learning
323.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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