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101
journal article EST
/
journal article ENG
Predictive analytics beyond time series : predicting series of events extracted from time series data
Mishra, Sambeet
;
Bordin, Chiara
;
Taharaguchi, Kota
;
Purkayastha, Adri
Wind Energy
2022
/
p. 1596-1609
https://doi.org/10.1002/we.2760
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
102
book article
Preliminary analysis of global parameters of induction machine for fault prediction in rotor bars
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Autsou, Siarhei
;
Asad, Bilal
;
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
2022 IEEE 20th International Power Electronics and Motion Control Conference (PEMC) : Brasov, Romania, 25-28 Sept. 2022 : proceedings
2022
/
p. 243-248 : ill
https://doi.org/10.1109/PEMC51159.2022.9962922
book article
103
book article
Real-time gait anomaly detection using SVM time series classification
Rostovski, Jakob
;
Krivošei, Andrei
;
Kuusik, Alar
;
Alam, Muhammad Mahtab
;
Ahmadov, Ulvi
2023 International Wireless Communications and Mobile Computing (IWCMC)
2023
/
p. 1389-1394
https://doi.org/10.1109/IWCMC58020.2023.10182666
book article
Related publications
1
Development of methods for real-time in-step anomaly detection in gait analysis = Reaalajaliste meetodite arendus sammusiseste kõrvalkallete tuvastamiseks kõnnianalüüsis
104
book article
Residential load forecasting for flexibility prediction using machine learning-based regression model
Ahmadiahangar, Roya
;
Häring, Tobias
;
Rosin, Argo
;
Korõtko, Tarmo
;
Martins, Joao
2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe)
2019
/
4 p. : ill
https://doi.org/10.1109/EEEIC.2019.8783634
book article
105
book article
Residential load forecasting using recurrent neural networks
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Raja, Hadi Ashraf
;
Kütt, Lauri
;
Rosin, Argo
2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : proceedings
2020
/
p. 478-481 : ill
https://doi.org/10.1109/CPE-POWERENG48600.2020.9161565
book article
106
journal article
A review on the application of machine learning in gamma spectroscopy : challenges and opportunities
Zehtabvar, Mehrnaz
;
Taghandiki, Kazem
;
Madani, Nahid
;
Sardari, Dariush
;
Bashiri, Bashir
Spectroscopy journal
2024
/
p. 123-144
https://doi.org/10.3390/spectroscj2030008
journal article
107
book article EST
/
book article ENG
Scalable and imbalance-resistant machine learning models for anti-money laundering : a two-layered approach
Tertychnyi, Pavlo
;
Slobozhan, Ivan
;
Ollikainen, Madis
;
Dumas, Marlon
Enterprise Applications, Markets and Services in the Finance Industry : 10th International Workshop, FinanceCom 2020, Helsinki, Finland, August 18, 2020, Revised Selected Papers
2020
/
p. 43-58
https://doi.org/10.1007/978-3-030-64466-6_3
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
108
journal article EST
/
journal article ENG
Sea surface circulation in the Baltic Sea : decomposed components and pattern recognition
Barzandeh, Amirhossein
;
Maljutenko, Ilja
;
Rikka, Sander
;
Lagemaa, Priidik
;
Männik, Aarne
;
Uiboupin, Rivo
;
Raudsepp, Urmas
Scientific reports
2024
/
art. 18649
https://doi.org/10.1038/s41598-024-69463-8
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
109
journal article EST
/
journal article ENG
Sentiment analysis for hotel reviews : a systematic literature review
Ameur, Asma
;
Hamdi, Sana
;
Ben Yahia, Sadok
ACM Computing Survey
2023
/
art. 51
https://doi.org/10.1145/3605152
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
110
journal article EST
/
journal article ENG
Short-term wind energy forecasting using deep learning-based predictive analytics
Shabbir, Noman
;
Kütt, Lauri
;
Jawad, Muhammad
;
Husev, Oleksandr
CMC-Computers, Materials & Continua
2022
/
p. 1017-1033
https://doi.org/10.32604/cmc.2022.024576
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
111
book article
Signal processing and machine learning techniques for predictive maintenance of rotor bars in induction machine
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Rjabtšikov, Viktor
;
Naseer, Muhammad Usman
;
Vaimann, Toomas
;
Kallaste, Ants
2023 International Conference on Electrical Drives and Power Electronics (EDPE)
2023
/
7 p. : ill
https://doi.org/10.1109/EDPE58625.2023.10274030
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
112
journal article EST
/
journal article ENG
Signal spectrum-based machine learning approach for fault prediction and maintenance of electrical machines
Raja, Hadi Ashraf
;
Kudelina, Karolina
;
Asad, Bilal
;
Vaimann, Toomas
;
Kallaste, Ants
;
Rassõlkin, Anton
;
Khang, Huynh Van
Energies
2022
/
art. 9507
https://doi.org/10.3390/en15249507
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks
113
book article EST
/
book article ENG
Small languages and big models : using ML to generate Norwegian language social media content for training purposes
Aasen, Ole Joachim Arnesen
;
Lugo, Ricardo Gregorio
;
Knox, Benjamin James
Augmented Cognition : 18th International Conference, AC 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29–July 4, 2024, Proceedings, Part II
2024
/
p. 103-121
https://doi.org/10.1007/978-3-031-61572-6_8
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
114
book article
Smart elevator with unsupervised learning for visitor profiling and personalised destination prediction
Leier, Mairo
;
Riid, Andri
;
Alumäe, Tanel
;
Pihlak, Rene
;
Udal, Andres
;
Heinsar, Risto
;
Vainküla, Sven
2021 IEEE International Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA) : Virtual Conference, 14-22 May 2021 : proceedings
2021
/
p. 9-16
https://doi.org/10.1109/CogSIMA51574.2021.9475921
book article
115
journal article
Smartphone-based microkinematic feature analysis for mental fatigue detection using machine learning
Valla, Elli
;
Väli, Lilian
;
Nõmm, Sven
;
Toomela, Aaro
Cognition, Technology & Work
2025
/
32 p. : ill
https://doi.org/10.21203/rs.3.rs-6601096/v1
journal article
Related publications
1
Leveraging artificial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseks
116
book article
Social, legal, and technical considerations for machine learning and artificial intelligence systems in government
Dreyling III, Richard Michael
;
Jackson, Eric Blake
;
Tammet, Tanel
;
Labanava, Alena
;
Pappel, Ingrid
Proceedings of the 23rd International Conference on Enterprise Information Systems ; vol. 1
2021
/
p. 701-708
https://doi.org/10.5220/0010452907010708
book article
Related publications
1
Digital transformation : artificial intelligence enablement in public services = Digisiire ja tehisintellekti rakenduseeldused avalikes teenustes
117
book article EST
/
book article ENG
Special session: in-field ML-assisted intermittent fault localization and management in RISC-V SoCs
Selg, Hardi
;
Shibin, Konstantin
;
Tsertov, Anton
;
Jenihhin, Maksim
;
Ellervee, Peeter
;
Raik, Jaan
2024 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT)
2024
https://doi.org/10.1109/DFT63277.2024.10753541
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
118
book article
Status Detector for Fuzzing-Based Vulnerability Mining of IEC 61850 Protocol
Visky, Gabor
;
Lavrenovs, Arturs
;
Maennel, Olaf Manuel
Proceeding of the 20th European Conference on Cyber Warfare and Security
2021
/
p. 454-461
https://doi.org/10.34190/EWS.21.007
book article
119
journal article EST
/
journal article ENG
Study of bearing currents in induction machine : diagnostic possibilities, fault detection, and prediction
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Naseer, Muhammad Usman
;
Autsou, Siarhei
;
Asad, Bilal
;
Vaimann, Toomas
;
Kallaste, Ants
Electrical engineering
2024
/
14 p. : ill
https://doi.org/10.1007/s00202-024-02411-x
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
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
120
journal article
Swarm-intelligence algorithms for mining numerical association rules : an exhaustive multi-aspect analysis of performance assessment data
Kaushik, Minakshi
;
Kõiva, Pilleriin
;
Sharma, Rahul
;
Fister, Iztok jr.
;
Draheim, Dirk
SSRN
2023
/
37 p
https://ssrn.com/abstract=4399331
https://doi.org/10.2139/ssrn.4399331
journal article
Related publications
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
121
book article EST
/
book article ENG
SVM Time series classification of selected gait abnormalities
Rostovski, Jakob
;
Krivošei, Andrei
;
Kuusik, Alar
;
Ahmadov, Ulvi
BODYNETS 2021: Body Area Networks. Smart IoT and Big Data for Intelligent Health Management : 16th EAI International Conference, BODYNETS 2021, Virtual Event, October 25-26, 2021 : proceedings
2022
/
15 p
https://doi.org/10.1007/978-3-030-95593-9_16
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
122
book article EST
/
book article ENG
Synthetic Data-Driven Detection of Broken Rotor Bars in Induction Machines Under Adjusted Noise Level
Nuha, Nurjahan Amin
;
Siddik Injam, Md Tanbir
;
El Bouharrouti, Nada
;
Hemeida, Ahmed
;
Kudelina, Karolina
;
Naseer, Muhammad Usman
;
Belahcen, Anouar
2025 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD)
2025
/
6 p
https://doi.org/10.1109/WEMDCD61816.2025.11014141
book article EST
/
book article ENG
123
journal article EST
/
journal article ENG
A systematic literature review of AI-based digital decision support systems for post-traumatic stress disorder
Bertl, Markus
;
Metsallik, Janek
;
Ross, Peeter
Frontiers in Psychiatry
2022
/
art. 923613, 13 p. : ill
https://doi.org/10.3389/fpsyt.2022.923613
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
124
journal article EST
/
journal article ENG
A systematic review of cutting-edge radar technologies : applications for unmanned ground vehicles (UGVs)
Ersü, Can
;
Petlenkov, Eduard
;
Janson, Karl
Sensors
2024
/
art. 7807
https://doi.org/10.3390/s24237807
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
125
journal article EST
/
journal article ENG
Techno-economic analysis and energy forecasting study of domestic and commercial photovoltaic system installations in Estonia
Shabbir, Noman
;
Kütt, Lauri
;
Raja, Hadi Ashraf
;
Jawad, Muhammad
;
Allik, Alo
;
Husev, Oleksandr
Energy
2022
/
art. 124156
https://doi.org/10.1016/j.energy.2022.124156
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
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1.
adversarial machine learning
2.
adversarial machine-learning
3.
automatic machine learning (autoML)
4.
data analytics and machine learning
5.
graph machine learning
6.
interpretable machine learning
7.
machine learning
8.
machine learning (ML)
9.
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15.
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16.
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17.
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18.
robust machine learning
19.
small data machine learning
20.
supervised machine learning
21.
unsupervised machine learning
22.
machine-to-machine communications
23.
AC machine
24.
Algorithmic State Machine - ASM
25.
axial flux machine
26.
axial flux switched reluctance machine
27.
bearingless machine
28.
brushless machine
29.
coordinate measurring machine
30.
electric machine
31.
electric machine analysis computing
32.
electric machine control
33.
electrical machine
34.
electrical machine cooling
35.
electrical machine design
36.
finite state machine
37.
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38.
hierarchical finite state machine
39.
high-frequency machine modeling
40.
human machine interaction
41.
human machine systems
42.
human-machine interaction
43.
human-machine interactions
44.
human-machine interface
45.
human-machine system
46.
induction machine
47.
interior permanent magnet machine
48.
interior permanent-magnet synchronous machine (IPMSM)
49.
logic machine
50.
low-resource machine translation
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 translation
60.
machine vector control
61.
machine windings
62.
machine vision
63.
machine-checked proofs
64.
machine-translation
65.
man-machine systems
66.
massive machine type communication (mMTC)
67.
massive machine-type communication (mMTC)
68.
massive machine-type communications (mMTC)
69.
massive Machine-Type connections (mMTC)
70.
multi-class support vector machine (m-SVM)
71.
multi-machine
72.
multi-machine industrial power plant
73.
multi-machine power system
74.
multi-stream interaction machine
75.
neural machine translation
76.
outer-rotor machine
77.
permanent magnet (PM) synchronous machine
78.
permanent magnet flux-switching machine
79.
permanent magnet machine
80.
permanent magnet synchronous machine (PMSM)
81.
reluctance machine
82.
sewing machine operator
83.
spoke-type PM machine
84.
state machine
85.
support vector machine
86.
surface permanent magnet machine (SPM)
87.
switched reluctance machine
88.
switched reluctance machine (SRM)
89.
synchronous machine
90.
TBM (tunnel boring machine)
91.
totally enclosed fan-cooled machine
92.
universal friction machine
93.
virtual synchronous machine
94.
active blended learning
95.
active learning
96.
active learning methods
97.
adaptive learning
98.
algorithm controlling the learning process
99.
appetitive associative learning
100.
approach to learning
101.
Attitude to learning
102.
authoritarian learning
103.
automata learning
104.
bayesian learning
105.
BIM-enabled learning
106.
BIM-enabled learning environment
107.
biophilic learning environments
108.
blended learning
109.
business school as learning organization
110.
business school learning organization questionnaire (BSLOQ)
111.
business school learning rate dependence on GPD
112.
business school learning rate measurement instrument
113.
challenge-based learning
114.
Challenge-Based Learning (CBL)
115.
client learning
116.
Collaborative e-learning
117.
collaborative learning
118.
competence based learning
119.
competence learning
120.
competence-based learning
121.
competency based learning
122.
Component organised learning (COL)
123.
computer assisted language learning
124.
computer based learning
125.
computer-assisted language learning (CALL)
126.
contrastive learning
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.
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166.
federated learning (FL)
167.
flexible learning
168.
game based learning
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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.
Immersive Learning
177.
incremental learning
178.
inductive learning
179.
inductive learning algorithm
180.
interactive learning objects
181.
interdisciplinary learning
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inverse reinforcement learning
183.
investor learning
184.
iterative learning
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Kolb’s experiential learning cycle
186.
language learning
187.
Learner-centered learning environment
188.
learning
189.
learning (artificial intelligence)
190.
learning activities
191.
learning adaptation in autonomous vehicles
192.
learning algorithm
193.
learning analysis
194.
learning analytics
195.
learning and experimentation
196.
learning and health outcomes
197.
learning and memory
198.
learning business school
199.
learning by teaching
200.
learning concept
201.
learning content
202.
learning design
203.
learning difficulties
204.
Learning environment
205.
learning experience
206.
learning factory
207.
Learning from Demonstration
208.
learning infrastructures
209.
Learning Lab
210.
learning management
211.
learning management system
212.
learning management systems
213.
learning methodology
214.
learning metrics
215.
learning models
216.
learning motivation
217.
learning objectives
218.
learning objects
219.
learning organization
220.
learning orientation
221.
learning outcomes
222.
learning process
223.
learning processes
224.
learning rate
225.
learning rate dependence on ownership form
226.
learning rate of organization
227.
learning region
228.
learning situation
229.
learning software agents
230.
learning styles
231.
learning systems
232.
learning technologies
233.
learning theories
234.
learning through the questionnaires
235.
learning university
236.
learning-to-rank
237.
lifelong learning
238.
long-short term learning
239.
mathematics students learning habits
240.
Meaningful learning
241.
measuring learning
242.
mobile learning
243.
model learning
244.
Multi-agent reinforcement learning
245.
multi-task learning
246.
mutual learning
247.
new learning models
248.
node embedding learning
249.
NREN e-learning
250.
on-device transfer learning
251.
online learning
252.
ontologies for learning systems
253.
ontology learning
254.
Open Learning Resources (OLR)
255.
organisational learning
256.
organizational learning
257.
organizational learning measurement instruments
258.
organizational learning rate dependence on management
259.
organizational learning rate measurement
260.
outcome oriented learning
261.
peer‐to‐peer learning group
262.
personalised learning
263.
policy learning
264.
problem-based learning
265.
Problem-based learning (PBL)
266.
project learning
267.
project-based learning
268.
Q-learning
269.
Q-learning algorithm
270.
query learning
271.
regional learning
272.
reinforcement learning
273.
Reinforcement Learning (RL)
274.
relative learning performance
275.
Remote learning
276.
research-oriented learning
277.
reusable learning objects
278.
scholarship of teaching and learning
279.
self learning software
280.
self learning system
281.
self-learning
282.
self-regulated learning
283.
semi-supervised learning
284.
sequence of learning activities
285.
SIS problem, learning with errors
286.
smart learning
287.
smart learning environment
288.
social learning
289.
socio-emotional learning
290.
stochastic learning theory
291.
student centred learning
292.
supervised contrastive learning
293.
supervised learning
294.
supervised learning data
295.
synchronous hybrid learning
296.
zero-shot learning
297.
task based learning
298.
team learning
299.
Technological learning
300.
technology-enhanced learning
301.
the dimensions of the learning organisation
302.
the dimensions of the learning organization questionnaire (DLOQ)
303.
tools for interactive learning and teaching
304.
trans-disciplinary social-learning
305.
transfer learning
306.
true online reinforcement learning
307.
ubiquitous learning
308.
unsupervised learning
309.
urban learning center
310.
value of learning
311.
web and computerbased learning
312.
Web and computer-based learning
313.
virtual collaborative learning environment (VCLE)
314.
virtual learning environment
315.
virtual learning factory
316.
work-based learning
317.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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