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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
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
33
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
34
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
Seotud publikatsioonid
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
35
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
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
36
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
37
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
Seotud publikatsioonid
1
Artificial intelligence driven approaches for fault prognostics of electrical machines using vibration spectrum analysis = Tehisintellektil põhinevad lähenemisviisid elektrimasinate rikete prognoosimiseks vibratsioonispektri analüüsi abil
38
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
39
book article
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
book article
40
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
41
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
42
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
43
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
44
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
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
45
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
46
journal article EST
/
journal article ENG
Systematic AI support for decision-making in the healthcare sector : obstacles and success factors
Bertl, Markus
;
Ross, Peeter
;
Draheim, Dirk
Health policy and technology
2023
/
art. 100748, 8 p. : ill
https://doi.org/10.1016/j.hlpt.2023.100748
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal 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
47
journal article EST
/
journal article ENG
The gender wealth gap in Europe: Application of machine learning to predict individual-level wealth
Kukk, Merike
;
Meriküll, Jaanika
;
Rõõm, Tairi
Review of income and wealth
2023
/
p. 289 - 317
https://doi.org/10.1111/roiw.12596
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
48
book article
The validation of graph model-based, gate level low-dimensional feature data for machine learning applications
Balakrishnan, Aneesh
;
Lange, Thomas
;
Glorieux, Maximilien
;
Alexandrescu, Dan
;
Jenihhin, Maksim
2019 IEEE Nordic Circuits and Systems Conference (NORCAS) : NORCHIP and International Symposium of System-on-Chip (SoC), 29-30 October 2019, Helsinki, Finland : proceedings in IEEE Xplore
2019
/
7 p
https://doi.org/10.1109/NORCHIP.2019.8906974
book article
Seotud publikatsioonid
1
A synthetic, hierarchical approach for modelling and managing complex systems' quality and reliability = Sünteetiline, hierarhiline lähenemine keerukate süsteemide kvaliteedi ja töökindluse modelleerimiseks ja haldamiseks
49
book article
Using machine learning algorithms to form an automatic student’s grade based on the sets of assessment questions
Shvets, Oleg
;
Kuzmina, Jelena
;
Murtazin, Kristina
;
Piho, Gunnar
;
Meeter, Martijn
INTED2023 Proceedings
2023
/
p. 1066-1074
https://doi.org/10.21125/inted.2023.0319
book article
50
book article EST
/
book article ENG
Using machine learning for automated assessment of misclassification of goods for fraud detection
Spitšakova, Margarita
;
Haav, Hele-Mai
Databases and Information Systems : 14th International Baltic Conference, DB&IS 2020, Tallinn, Estonia, June 16-19, 2020 : Proceedings
2020
/
p. 144-158
https://doi.org/10.1007/978-3-030-57672-1_12
Conference proceeding at Scopus
Article at Scopus
book article EST
/
book article ENG
Number of records 55, displaying
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283
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.
AC machine
28.
Algorithmic State Machine - ASM
29.
axial flux machine
30.
axial flux switched reluctance machine
31.
bearingless machine
32.
brushless machine
33.
coordinate measurring machine
34.
electric machine
35.
electric machine analysis computing
36.
electric machine control
37.
electrical machine
38.
electrical machine cooling
39.
electrical machine design
40.
finite state machine
41.
Finite State Machine - FSM
42.
hierarchical finite state machine
43.
human machine interaction
44.
human machine systems
45.
human-machine interaction
46.
human-machine interface
47.
human-machine system
48.
induction machine
49.
interior permanent magnet machine
50.
interior permanent-magnet synchronous machine (IPMSM)
51.
machine bearings
52.
machine condition monitoring
53.
machine control
54.
machine design
55.
machine elements
56.
machine error
57.
machine housing
58.
machine tools
59.
machine vector control
60.
machine windings
61.
machine vision
62.
machine-checked proofs
63.
machine-translation
64.
man-machine systems
65.
massive machine-type communication (mMTC)
66.
massive machine-type communications (mMTC)
67.
massive Machine-Type connections (mMTC)
68.
multi-class support vector machine (m-SVM)
69.
multi-machine
70.
multi-machine industrial power plant
71.
multi-machine power system
72.
multi-stream interaction machine
73.
outer-rotor machine
74.
permanent magnet (PM) synchronous machine
75.
permanent magnet flux-switching machine
76.
permanent magnet machine
77.
permanent magnet synchronous machine (PMSM)
78.
sewing machine operator
79.
state machine
80.
support vector machine
81.
surface permanent magnet machine (SPM)
82.
switched reluctance machine
83.
switched reluctance machine (SRM)
84.
synchronous machine
85.
TBM (tunnel boring machine)
86.
totally enclosed fan-cooled machine
87.
universal friction machine
88.
virtual synchronous machine
89.
active blended learning
90.
active learning
91.
active learning methods
92.
algorithm controlling the learning process
93.
appetitive associative learning
94.
approach to learning
95.
Attitude to learning
96.
authoritarian learning
97.
automata learning
98.
BIM-enabled learning
99.
BIM-enabled learning environment
100.
blended learning
101.
business school as learning organization
102.
business school learning organization questionnaire (BSLOQ)
103.
business school learning rate dependence on GPD
104.
business school learning rate measurement instrument
105.
client learning
106.
Collaborative e-learning
107.
collaborative learning
108.
competence based learning
109.
competence learning
110.
competence-based learning
111.
competency based learning
112.
Component organised learning (COL)
113.
computer assisted language learning
114.
computer based learning
115.
computer-assisted language learning (CALL)
116.
cooperative reinforcement learning
117.
coping with online teaching and learning
118.
customer learning
119.
deep learning
120.
deep learning (DL)
121.
deep learning classifier
122.
deep learning model
123.
deep learning model quantization
124.
deep learning network
125.
deep reinforcement learning
126.
Deep reinforcing learning SDN
127.
Deep-learning
128.
deep-learning (DL)
129.
dictionary learning
130.
digital learning module
131.
Dimensions of Learning Organisation Questionnaire (DLOQ)
132.
distance learning
133.
distant learning
134.
distributed independent reinforcement learning
135.
double Q-learning
136.
effective teaching and learning
137.
e-learning
138.
e‐learning
139.
e-Learning course
140.
e-Learning database
141.
e-learning environment
142.
electronic learning
143.
embedded deep learning
144.
Emergency remote learning
145.
ensemble learning
146.
enterprising and entrepreneurial learning
147.
entrepreneurial learning
148.
entrepreneurial teaching and learning
149.
experiential learning
150.
Federated learning
151.
federated learning (FL)
152.
flexible learning
153.
game based learning
154.
game-based learning
155.
guided in-service learning
156.
hands-on-learning
157.
history learning
158.
hybrid learning
159.
incremental learning
160.
inductive learning
161.
inductive learning algorithm
162.
interactive learning objects
163.
interdisciplinary learning
164.
inverse reinforcement learning
165.
investor learning
166.
iterative learning
167.
Learner-centered learning environment
168.
learning
169.
learning (artificial intelligence)
170.
learning activities
171.
learning adaptation in autonomous vehicles
172.
learning algorithm
173.
learning analysis
174.
learning analytics
175.
learning and experimentation
176.
learning and health outcomes
177.
learning and memory
178.
learning business school
179.
learning by teaching
180.
learning concept
181.
learning design
182.
learning difficulties
183.
Learning environment
184.
learning experience
185.
learning infrastructures
186.
Learning Lab
187.
learning management
188.
learning management system
189.
learning management systems
190.
learning methodology
191.
learning metrics
192.
learning models
193.
learning motivation
194.
learning objectives
195.
learning objects
196.
learning organization
197.
learning orientation
198.
learning outcomes
199.
learning process
200.
learning processes
201.
learning rate
202.
learning rate dependence on ownership form
203.
learning rate of organization
204.
learning region
205.
learning situation
206.
learning software agents
207.
learning styles
208.
learning systems
209.
learning technologies
210.
learning theories
211.
learning through the questionnaires
212.
learning university
213.
learning-to-rank
214.
lifelong learning
215.
mathematics students learning habits
216.
Meaningful learning
217.
measuring learning
218.
mobile learning
219.
model learning
220.
Multi-agent reinforcement learning
221.
mutual learning
222.
new learning models
223.
node embedding learning
224.
NREN e-learning
225.
on-device transfer learning
226.
online learning
227.
ontologies for learning systems
228.
ontology learning
229.
organisational learning
230.
organizational learning
231.
organizational learning measurement instruments
232.
organizational learning rate dependence on management
233.
organizational learning rate measurement
234.
outcome oriented learning
235.
peer‐to‐peer learning group
236.
personalised learning
237.
policy learning
238.
problem-based learning
239.
Problem-based learning (PBL)
240.
project learning
241.
project-based learning
242.
Q-learning
243.
Q-learning algorithm
244.
query learning
245.
regional learning
246.
reinforcement learning
247.
Reinforcement Learning (RL)
248.
relative learning performance
249.
Remote learning
250.
research-oriented learning
251.
reusable learning objects
252.
scholarship of teaching and learning
253.
self learning software
254.
self learning system
255.
self-learning
256.
self-regulated learning
257.
semi-supervised learning
258.
smart learning
259.
smart learning environment
260.
social learning
261.
stochastic learning theory
262.
supervised learning
263.
supervised learning data
264.
task based learning
265.
team learning
266.
Technological learning
267.
technology-enhanced learning
268.
the dimensions of the learning organisation
269.
the dimensions of the learning organization questionnaire (DLOQ)
270.
tools for interactive learning and teaching
271.
trans-disciplinary social-learning
272.
transfer learning
273.
true online reinforcement learning
274.
ubiquitous learning
275.
unsupervised learning
276.
urban learning center
277.
value of learning
278.
web and computerbased learning
279.
Web and computer-based learning
280.
virtual learning environment
281.
virtual learning factory
282.
work-based learning
283.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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