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101
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
102
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
103
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
104
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
105
journal article
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 article
106
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
107
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
108
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
109
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
110
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
111
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
112
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
113
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
114
book article
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
Article at Scopus
book article
115
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
116
journal article
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 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
117
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
118
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
119
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, Usman Muhammad
;
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
120
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
121
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
122
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
123
book article
Time-frame analysis of system calls behavior in machine learning-based mobile malware detection
Guerra Manzanares, Alejandro
;
Nõmm, Sven
;
Bahsi, Hayretdin
2019 International Conference on Cyber Security for Emerging Technologies : CSET 2019, Doha, Qatar, 27 October 2019 through 29 October 2019
2019
/
art. 89049088 ; 8 p. : ill
https://doi.org/10.1109/CSET.2019.8904908
book article
Related publications
1
Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
124
journal article EST
/
journal article ENG
Towards a machine learning-based framework for DDOS attack detection in software-defined IoT (SD-IoT) networks
Bhayo, Jalal
;
Shah, Syed Attique
;
Hameed, Sufian
;
Ahmed, Awais
;
Nasir, Jamal
;
Draheim, Dirk
Engineering Applications of Artificial Intelligence
2023
/
art. 106432
https://doi.org/10.1016/j.engappai.2023.106432
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
125
book article
Towards artificial intelligence driven immersive environments in virtual reality for industrial applications
Alsaleh, Saleh Ragheb Saleh
;
Tepljakov, Aleksei
;
Tamre, Mart
;
Petlenkov, Eduard
44th International Conference on Telecommunications and Signal Processing (TSP)
2021
/
p. 340-345
https://doi.org/10.1109/TSP52935.2021.9522676
book article
Related publications
1
Digital twin based computational methods for XR applications = Digitaalkaksikute põhised arvutuslikud meetodid XR rakenduste jaoks
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1.
adversarial machine learning
2.
adversarial machine-learning
3.
automatic machine learning (autoML)
4.
graph machine learning
5.
interpretable machine learning
6.
machine learning
7.
machine learning (ML)
8.
machine learning algorithms
9.
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17.
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18.
small data machine learning
19.
supervised machine learning
20.
unsupervised machine learning
21.
machine-to-machine communications
22.
AC machine
23.
Algorithmic State Machine - ASM
24.
axial flux machine
25.
axial flux switched reluctance machine
26.
bearingless machine
27.
brushless machine
28.
coordinate measurring machine
29.
electric machine
30.
electric machine analysis computing
31.
electric machine control
32.
electrical machine
33.
electrical machine cooling
34.
electrical machine design
35.
finite state machine
36.
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37.
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38.
high-frequency machine modeling
39.
human machine interaction
40.
human machine systems
41.
human-machine interaction
42.
human-machine interactions
43.
human-machine interface
44.
human-machine system
45.
induction machine
46.
interior permanent magnet machine
47.
interior permanent-magnet synchronous machine (IPMSM)
48.
logic machine
49.
low-resource machine translation
50.
machine bearings
51.
machine condition monitoring
52.
machine control
53.
machine design
54.
machine elements
55.
machine error
56.
machine housing
57.
machine tools
58.
machine translation
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 communication (mMTC)
67.
massive machine-type communications (mMTC)
68.
massive Machine-Type connections (mMTC)
69.
multi-class support vector machine (m-SVM)
70.
multi-machine
71.
multi-machine industrial power plant
72.
multi-machine power system
73.
multi-stream interaction machine
74.
neural machine translation
75.
outer-rotor machine
76.
permanent magnet (PM) synchronous machine
77.
permanent magnet flux-switching machine
78.
permanent magnet machine
79.
permanent magnet synchronous machine (PMSM)
80.
reluctance machine
81.
sewing machine operator
82.
state machine
83.
support vector machine
84.
surface permanent magnet machine (SPM)
85.
switched reluctance machine
86.
switched reluctance machine (SRM)
87.
synchronous machine
88.
TBM (tunnel boring machine)
89.
totally enclosed fan-cooled machine
90.
universal friction machine
91.
virtual synchronous machine
92.
active blended learning
93.
active learning
94.
active learning methods
95.
algorithm controlling the learning process
96.
appetitive associative learning
97.
approach to learning
98.
Attitude to learning
99.
authoritarian learning
100.
automata learning
101.
bayesian learning
102.
BIM-enabled learning
103.
BIM-enabled learning environment
104.
blended learning
105.
business school as learning organization
106.
business school learning organization questionnaire (BSLOQ)
107.
business school learning rate dependence on GPD
108.
business school learning rate measurement instrument
109.
challenge-based learning
110.
client learning
111.
Collaborative e-learning
112.
collaborative learning
113.
competence based learning
114.
competence learning
115.
competence-based learning
116.
competency based learning
117.
Component organised learning (COL)
118.
computer assisted language learning
119.
computer based learning
120.
computer-assisted language learning (CALL)
121.
cooperative reinforcement learning
122.
coping with online teaching and learning
123.
customer learning
124.
deep learning
125.
deep learning (DL)
126.
deep learning classifier
127.
deep learning method
128.
deep learning methods
129.
deep learning model
130.
deep learning model quantization
131.
deep learning network
132.
deep reinforcement learning
133.
Deep reinforcing learning SDN
134.
Deep-learning
135.
deep-learning (DL)
136.
dictionary learning
137.
digital learning module
138.
digital remote learning
139.
Dimensions of Learning Organisation Questionnaire (DLOQ)
140.
distance learning
141.
distant learning
142.
distributed independent reinforcement learning
143.
double Q-learning
144.
effective teaching and learning
145.
e-learning
146.
e‐learning
147.
e-Learning course
148.
e-Learning database
149.
e-learning environment
150.
electronic learning
151.
embedded deep learning
152.
Emergency remote learning
153.
ensemble learning
154.
enterprising and entrepreneurial learning
155.
entrepreneurial learning
156.
entrepreneurial teaching and learning
157.
ESG-learning
158.
experiential learning
159.
Federated learning
160.
federated learning (FL)
161.
flexible learning
162.
game based learning
163.
game-based learning
164.
guided in-service learning
165.
hands-on-learning
166.
history learning
167.
horizontal federated learning
168.
human-centred learning
169.
hybrid learning
170.
incremental learning
171.
inductive learning
172.
inductive learning algorithm
173.
interactive learning objects
174.
interdisciplinary learning
175.
inverse reinforcement learning
176.
investor learning
177.
iterative learning
178.
Kolb’s experiential learning cycle
179.
language learning
180.
Learner-centered learning environment
181.
learning
182.
learning (artificial intelligence)
183.
learning activities
184.
learning adaptation in autonomous vehicles
185.
learning algorithm
186.
learning analysis
187.
learning analytics
188.
learning and experimentation
189.
learning and health outcomes
190.
learning and memory
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learning business school
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learning by teaching
193.
learning concept
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learning content
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learning design
196.
learning difficulties
197.
Learning environment
198.
learning experience
199.
Learning from Demonstration
200.
learning infrastructures
201.
Learning Lab
202.
learning management
203.
learning management system
204.
learning management systems
205.
learning methodology
206.
learning metrics
207.
learning models
208.
learning motivation
209.
learning objectives
210.
learning objects
211.
learning organization
212.
learning orientation
213.
learning outcomes
214.
learning process
215.
learning processes
216.
learning rate
217.
learning rate dependence on ownership form
218.
learning rate of organization
219.
learning region
220.
learning situation
221.
learning software agents
222.
learning styles
223.
learning systems
224.
learning technologies
225.
learning theories
226.
learning through the questionnaires
227.
learning university
228.
learning-to-rank
229.
lifelong learning
230.
long-short term learning
231.
mathematics students learning habits
232.
Meaningful learning
233.
measuring learning
234.
mobile learning
235.
model learning
236.
Multi-agent reinforcement learning
237.
multi-task learning
238.
mutual learning
239.
new learning models
240.
node embedding learning
241.
NREN e-learning
242.
on-device transfer learning
243.
online learning
244.
ontologies for learning systems
245.
ontology learning
246.
Open Learning Resources (OLR)
247.
organisational learning
248.
organizational learning
249.
organizational learning measurement instruments
250.
organizational learning rate dependence on management
251.
organizational learning rate measurement
252.
outcome oriented learning
253.
peer‐to‐peer learning group
254.
personalised learning
255.
policy learning
256.
problem-based learning
257.
Problem-based learning (PBL)
258.
project learning
259.
project-based learning
260.
Q-learning
261.
Q-learning algorithm
262.
query learning
263.
regional learning
264.
reinforcement learning
265.
Reinforcement Learning (RL)
266.
relative learning performance
267.
Remote learning
268.
research-oriented learning
269.
reusable learning objects
270.
scholarship of teaching and learning
271.
self learning software
272.
self learning system
273.
self-learning
274.
self-regulated learning
275.
semi-supervised learning
276.
sequence of learning activities
277.
SIS problem, learning with errors
278.
smart learning
279.
smart learning environment
280.
social learning
281.
stochastic learning theory
282.
student centred learning
283.
supervised contrastive learning
284.
supervised learning
285.
supervised learning data
286.
synchronous hybrid learning
287.
zero-shot learning
288.
task based learning
289.
team learning
290.
Technological learning
291.
technology-enhanced learning
292.
the dimensions of the learning organisation
293.
the dimensions of the learning organization questionnaire (DLOQ)
294.
tools for interactive learning and teaching
295.
trans-disciplinary social-learning
296.
transfer learning
297.
true online reinforcement learning
298.
ubiquitous learning
299.
unsupervised learning
300.
urban learning center
301.
value of learning
302.
web and computerbased learning
303.
Web and computer-based learning
304.
virtual collaborative learning environment (VCLE)
305.
virtual learning environment
306.
virtual learning factory
307.
work-based learning
308.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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