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26
journal article EST
/
journal article ENG
Forecasting sea level maxima using machine learning with explainability and extreme value analysis
Rajabi-Kiasari, Saeed
;
Delpeche-Ellmann, Nicole Camille
;
Ellmann, Artu
;
Soomere, Tarmo
International journal of applied earth observation and geoinformation
2026
/
art. 105064
https://doi.org/10.1016/j.jag.2025.105064
journal article EST
/
journal article ENG
27
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
28
journal article EST
/
journal article ENG
Inverse design of electrospun nanofibers : an XGBoost and PSO framework for targeted diameter control
Mahdian, Mehrab
;
Ender, Ferenc
;
Pardy, Tamas
techrxiv.org
2025
/
19 p
https://doi.org/10.36227/techrxiv.176462978.82946427/v1
journal article EST
/
journal article ENG
29
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
30
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
31
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
32
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
33
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
34
journal article EST
/
journal article ENG
Machine Learning-Based High-Voltage Circuit Breaker Defect Classification Utilizing Savitzky-Golay Filter
Asefi, Sajjad
;
Asefi, Soheil
;
Afshari, Hossein
;
Kilter, Jako
;
Shayesteh, Ebrahim
;
Hilber, Patrik
;
Lindquist, Tommie
IEEE Transactions on Instrumentation and Measurement
2025
/
art. 3557009
https://doi.org/10.1109/TIM.2025.3604980
journal article EST
/
journal article ENG
35
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
36
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
37
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
38
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
39
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
Article at WOS
book article EST
/
book article ENG
40
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
41
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
42
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
43
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
44
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
Article at Scopus
Article at WOS
book article
45
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
46
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
47
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
48
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
49
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
50
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
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333
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 communication devices (mMTC)
76.
massive machine-type communications (mMTC)
77.
massive Machine-Type connections (mMTC)
78.
multi-class support vector machine (m-SVM)
79.
multi-machine
80.
multi-machine industrial power plant
81.
multi-machine power system
82.
multi-stream interaction machine
83.
neural machine translation
84.
outer-rotor machine
85.
permanent magnet (PM) synchronous machine
86.
permanent magnet flux-switching machine
87.
permanent magnet machine
88.
permanent magnet synchronous machine (PMSM)
89.
reluctance machine
90.
sewing machine operator
91.
spoke-type PM machine
92.
state machine
93.
support vector machine
94.
surface permanent magnet machine (SPM)
95.
switched reluctance machine
96.
switched reluctance machine (SRM)
97.
synchronous machine
98.
TBM (tunnel boring machine)
99.
totally enclosed fan-cooled machine
100.
universal friction machine
101.
virtual synchronous machine
102.
active blended learning
103.
active learning
104.
active learning and engagement
105.
active learning methods
106.
adaptive learning
107.
algorithm controlling the learning process
108.
appetitive associative learning
109.
approach to learning
110.
Artificial Intelligence in learning
111.
Attitude to learning
112.
authoritarian learning
113.
automata learning
114.
bayesian learning
115.
BIM-enabled learning
116.
BIM-enabled learning environment
117.
biophilic learning environments
118.
blended learning
119.
business school as learning organization
120.
business school learning organization questionnaire (BSLOQ)
121.
business school learning rate dependence on GPD
122.
business school learning rate measurement instrument
123.
challenge-based learning
124.
Challenge-Based Learning (CBL)
125.
city-to-city learning
126.
client learning
127.
Collaborative e-learning
128.
collaborative learning
129.
competence based learning
130.
competence learning
131.
competence-based learning
132.
competency based learning
133.
Component organised learning (COL)
134.
computer assisted language learning
135.
computer based learning
136.
computer-assisted language learning (CALL)
137.
contrastive learning
138.
cooperative reinforcement learning
139.
coping with online teaching and learning
140.
customer learning
141.
deep learning
142.
deep learning (DL)
143.
deep learning classifier
144.
deep learning method
145.
deep learning methods
146.
deep learning model
147.
deep learning model quantization
148.
deep learning network
149.
deep reinforcement learning
150.
Deep reinforcing learning SDN
151.
Deep-learning
152.
deep-learning (DL)
153.
dictionary learning
154.
digital learning module
155.
digital remote learning
156.
Dimensions of Learning Organisation Questionnaire (DLOQ)
157.
distance learning
158.
distant learning
159.
distributed independent reinforcement learning
160.
double Q-learning
161.
effective teaching and learning
162.
e-learning
163.
e‐learning
164.
e-Learning course
165.
e-Learning database
166.
e-learning environment
167.
electronic learning
168.
embedded deep learning
169.
Emergency remote learning
170.
ensemble learning
171.
enterprising and entrepreneurial learning
172.
entrepreneurial learning
173.
entrepreneurial teaching and learning
174.
ESG-learning
175.
experiential learning
176.
Federated learning
177.
federated learning (FL)
178.
flexible learning
179.
game based learning
180.
game-based learning
181.
Gamified learning
182.
guided in-service learning
183.
hands-on-learning
184.
history learning
185.
horizontal federated learning
186.
human-centred learning
187.
hybrid learning
188.
Immersive Learning
189.
inclusive learning
190.
incremental learning
191.
inductive learning
192.
inductive learning algorithm
193.
interactive learning objects
194.
interdisciplinary learning
195.
inverse reinforcement learning
196.
investor learning
197.
iterative learning
198.
Kolb’s experiential learning cycle
199.
language learning
200.
Learner-centered learning environment
201.
learning
202.
learning (artificial intelligence)
203.
learning activities
204.
learning adaptation in autonomous vehicles
205.
learning algorithm
206.
learning analysis
207.
learning analytics
208.
learning and experimentation
209.
learning and health outcomes
210.
learning and memory
211.
learning business school
212.
learning by teaching
213.
learning concept
214.
learning content
215.
learning design
216.
learning difficulties
217.
Learning environment
218.
learning experience
219.
learning factory
220.
Learning from Demonstration
221.
learning infrastructures
222.
Learning Lab
223.
learning management
224.
learning management system
225.
learning management systems
226.
learning methodology
227.
learning metrics
228.
learning models
229.
learning motivation
230.
learning objectives
231.
learning objects
232.
learning organization
233.
learning orientation
234.
learning outcomes
235.
learning process
236.
learning processes
237.
learning rate
238.
learning rate dependence on ownership form
239.
learning rate of organization
240.
learning region
241.
learning situation
242.
learning software agents
243.
learning styles
244.
learning systems
245.
learning technologies
246.
learning theories
247.
learning through the questionnaires
248.
learning university
249.
learning-to-rank
250.
lifelong learning
251.
long-short term learning
252.
mathematics students learning habits
253.
Meaningful learning
254.
measuring learning
255.
mobile learning
256.
model learning
257.
Multi-agent reinforcement learning
258.
multi-task learning
259.
mutual learning
260.
new learning models
261.
node embedding learning
262.
NREN e-learning
263.
on-device transfer learning
264.
online learning
265.
ontologies for learning systems
266.
ontology learning
267.
Open Learning Resources (OLR)
268.
organisational learning
269.
organizational learning
270.
organizational learning measurement instruments
271.
organizational learning rate dependence on management
272.
organizational learning rate measurement
273.
outcome oriented learning
274.
peer‐to‐peer learning group
275.
personalised learning
276.
personalized learning
277.
policy learning
278.
problem-based learning
279.
Problem-based learning (PBL)
280.
project learning
281.
project-based learning
282.
Q-learning
283.
Q-learning algorithm
284.
query learning
285.
regional learning
286.
reinforcement learning
287.
Reinforcement Learning (RL)
288.
relative learning performance
289.
Remote learning
290.
research-oriented learning
291.
reusable learning objects
292.
scholarship of teaching and learning
293.
self learning software
294.
self learning system
295.
self-learning
296.
self-regulated learning
297.
semi-supervised learning
298.
sequence of learning activities
299.
sequence to sequence learning
300.
sequential learning
301.
SIS problem, learning with errors
302.
smart learning
303.
smart learning environment
304.
social learning
305.
socio-emotional learning
306.
stochastic learning theory
307.
student centred learning
308.
supervised contrastive learning
309.
supervised learning
310.
supervised learning data
311.
synchronous hybrid learning
312.
zero-shot learning
313.
task based learning
314.
team learning
315.
Technological learning
316.
technology-enhanced learning
317.
the dimensions of the learning organisation
318.
the dimensions of the learning organization questionnaire (DLOQ)
319.
tools for interactive learning and teaching
320.
trans-disciplinary social-learning
321.
transfer learning
322.
true online reinforcement learning
323.
ubiquitous learning
324.
unsupervised learning
325.
urban learning center
326.
value of learning
327.
web and computerbased learning
328.
Web and computer-based learning
329.
virtual collaborative learning environment (VCLE)
330.
virtual learning environment
331.
virtual learning factory
332.
work-based learning
333.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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