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26
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
27
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
28
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
29
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
30
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
31
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
32
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
33
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
34
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
35
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
36
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
book article
37
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
38
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
39
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
40
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
41
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
42
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
43
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
44
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
45
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
46
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
47
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
book article
48
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
49
journal article EST
/
journal article ENG
A survey on AI and decision support systems in psychiatry – Uncovering a dilemma
Bertl, Markus
;
Ross, Peeter
;
Draheim, Dirk
Expert Systems with Applications
2022
/
art. 117464, 14 p. : ill
https://doi.org/10.1016/j.eswa.2022.117464
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal 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
50
journal article EST
/
journal article ENG
A survey on artificial intelligence approaches in supporting frontline workers and decision makers for the COVID-19 pandemic
Rasheed, Jawad
;
Jamil, Akhtar
;
Draheim, Dirk
Chaos, solitons & fractals
2020
/
art. 110337, 17 p
https://doi.org/10.1016/j.chaos.2020.110337
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Number of records 60, displaying
26 - 50
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314
1.
machine learning (ML)
2.
adversarial machine learning
3.
adversarial machine-learning
4.
automatic machine learning (autoML)
5.
graph machine learning
6.
interpretable machine learning
7.
machine learning
8.
machine learning algorithms
9.
machine learning approach
10.
Machine Learning Explainable model
11.
machine learning for environmental applications
12.
machine learning models
13.
machine learning systems
14.
machine-learning
15.
machine-learning predictive model
16.
Parkinson’s disease machine learning
17.
robust machine learning
18.
small data machine learning
19.
supervised machine learning
20.
unsupervised machine learning
21.
machine-to-machine communications
22.
AI/ML
23.
double ML
24.
Mittag-Leffler (ML) function
25.
ML bias
26.
ML ethics
27.
ML-DSA
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.
high-frequency machine modeling
45.
human machine interaction
46.
human machine systems
47.
human-machine interaction
48.
human-machine interactions
49.
human-machine interface
50.
human-machine system
51.
induction machine
52.
interior permanent magnet machine
53.
interior permanent-magnet synchronous machine (IPMSM)
54.
logic machine
55.
low-resource machine translation
56.
machine bearings
57.
machine condition monitoring
58.
machine control
59.
machine design
60.
machine elements
61.
machine error
62.
machine housing
63.
machine tools
64.
machine translation
65.
machine vector control
66.
machine windings
67.
machine vision
68.
machine-checked proofs
69.
machine-translation
70.
man-machine systems
71.
massive machine type communication (mMTC)
72.
massive machine-type communication (mMTC)
73.
massive machine-type communications (mMTC)
74.
massive Machine-Type connections (mMTC)
75.
multi-class support vector machine (m-SVM)
76.
multi-machine
77.
multi-machine industrial power plant
78.
multi-machine power system
79.
multi-stream interaction machine
80.
neural machine translation
81.
outer-rotor machine
82.
permanent magnet (PM) synchronous machine
83.
permanent magnet flux-switching machine
84.
permanent magnet machine
85.
permanent magnet synchronous machine (PMSM)
86.
reluctance machine
87.
sewing machine operator
88.
state machine
89.
support vector machine
90.
surface permanent magnet machine (SPM)
91.
switched reluctance machine
92.
switched reluctance machine (SRM)
93.
synchronous machine
94.
TBM (tunnel boring machine)
95.
totally enclosed fan-cooled machine
96.
universal friction machine
97.
virtual synchronous machine
98.
active blended learning
99.
active learning
100.
active learning methods
101.
algorithm controlling the learning process
102.
appetitive associative learning
103.
approach to learning
104.
Attitude to learning
105.
authoritarian learning
106.
automata learning
107.
bayesian learning
108.
BIM-enabled learning
109.
BIM-enabled learning environment
110.
blended learning
111.
business school as learning organization
112.
business school learning organization questionnaire (BSLOQ)
113.
business school learning rate dependence on GPD
114.
business school learning rate measurement instrument
115.
challenge-based learning
116.
client learning
117.
Collaborative e-learning
118.
collaborative learning
119.
competence based learning
120.
competence learning
121.
competence-based learning
122.
competency based learning
123.
Component organised learning (COL)
124.
computer assisted language learning
125.
computer based learning
126.
computer-assisted language learning (CALL)
127.
cooperative reinforcement learning
128.
coping with online teaching and learning
129.
customer learning
130.
deep learning
131.
deep learning (DL)
132.
deep learning classifier
133.
deep learning method
134.
deep learning methods
135.
deep learning model
136.
deep learning model quantization
137.
deep learning network
138.
deep reinforcement learning
139.
Deep reinforcing learning SDN
140.
Deep-learning
141.
deep-learning (DL)
142.
dictionary learning
143.
digital learning module
144.
digital remote learning
145.
Dimensions of Learning Organisation Questionnaire (DLOQ)
146.
distance learning
147.
distant learning
148.
distributed independent reinforcement learning
149.
double Q-learning
150.
effective teaching and learning
151.
e-learning
152.
e‐learning
153.
e-Learning course
154.
e-Learning database
155.
e-learning environment
156.
electronic learning
157.
embedded deep learning
158.
Emergency remote learning
159.
ensemble learning
160.
enterprising and entrepreneurial learning
161.
entrepreneurial learning
162.
entrepreneurial teaching and learning
163.
ESG-learning
164.
experiential learning
165.
Federated learning
166.
federated learning (FL)
167.
flexible learning
168.
game based learning
169.
game-based learning
170.
guided in-service learning
171.
hands-on-learning
172.
history learning
173.
horizontal federated learning
174.
human-centred learning
175.
hybrid learning
176.
incremental learning
177.
inductive learning
178.
inductive learning algorithm
179.
interactive learning objects
180.
interdisciplinary learning
181.
inverse reinforcement learning
182.
investor learning
183.
iterative learning
184.
Kolb’s experiential learning cycle
185.
language learning
186.
Learner-centered learning environment
187.
learning
188.
learning (artificial intelligence)
189.
learning activities
190.
learning adaptation in autonomous vehicles
191.
learning algorithm
192.
learning analysis
193.
learning analytics
194.
learning and experimentation
195.
learning and health outcomes
196.
learning and memory
197.
learning business school
198.
learning by teaching
199.
learning concept
200.
learning content
201.
learning design
202.
learning difficulties
203.
Learning environment
204.
learning experience
205.
Learning from Demonstration
206.
learning infrastructures
207.
Learning Lab
208.
learning management
209.
learning management system
210.
learning management systems
211.
learning methodology
212.
learning metrics
213.
learning models
214.
learning motivation
215.
learning objectives
216.
learning objects
217.
learning organization
218.
learning orientation
219.
learning outcomes
220.
learning process
221.
learning processes
222.
learning rate
223.
learning rate dependence on ownership form
224.
learning rate of organization
225.
learning region
226.
learning situation
227.
learning software agents
228.
learning styles
229.
learning systems
230.
learning technologies
231.
learning theories
232.
learning through the questionnaires
233.
learning university
234.
learning-to-rank
235.
lifelong learning
236.
long-short term learning
237.
mathematics students learning habits
238.
Meaningful learning
239.
measuring learning
240.
mobile learning
241.
model learning
242.
Multi-agent reinforcement learning
243.
multi-task learning
244.
mutual learning
245.
new learning models
246.
node embedding learning
247.
NREN e-learning
248.
on-device transfer learning
249.
online learning
250.
ontologies for learning systems
251.
ontology learning
252.
Open Learning Resources (OLR)
253.
organisational learning
254.
organizational learning
255.
organizational learning measurement instruments
256.
organizational learning rate dependence on management
257.
organizational learning rate measurement
258.
outcome oriented learning
259.
peer‐to‐peer learning group
260.
personalised learning
261.
policy learning
262.
problem-based learning
263.
Problem-based learning (PBL)
264.
project learning
265.
project-based learning
266.
Q-learning
267.
Q-learning algorithm
268.
query learning
269.
regional learning
270.
reinforcement learning
271.
Reinforcement Learning (RL)
272.
relative learning performance
273.
Remote learning
274.
research-oriented learning
275.
reusable learning objects
276.
scholarship of teaching and learning
277.
self learning software
278.
self learning system
279.
self-learning
280.
self-regulated learning
281.
semi-supervised learning
282.
sequence of learning activities
283.
SIS problem, learning with errors
284.
smart learning
285.
smart learning environment
286.
social learning
287.
stochastic learning theory
288.
student centred learning
289.
supervised contrastive learning
290.
supervised learning
291.
supervised learning data
292.
synchronous hybrid learning
293.
zero-shot learning
294.
task based learning
295.
team learning
296.
Technological learning
297.
technology-enhanced learning
298.
the dimensions of the learning organisation
299.
the dimensions of the learning organization questionnaire (DLOQ)
300.
tools for interactive learning and teaching
301.
trans-disciplinary social-learning
302.
transfer learning
303.
true online reinforcement learning
304.
ubiquitous learning
305.
unsupervised learning
306.
urban learning center
307.
value of learning
308.
web and computerbased learning
309.
Web and computer-based learning
310.
virtual collaborative learning environment (VCLE)
311.
virtual learning environment
312.
virtual learning factory
313.
work-based learning
314.
workplace learning
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ELIXIR Machine Learning Focus Group
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UNDP Urban Learning Center
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