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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 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
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, 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
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
journal article EST
/
journal article ENG
Towards a smarter charging infrastructure : real-time availability forecasting for EVs
Manai, Meriem
;
Sellami, Bassem
;
Ben Yahia, Sadok
Procedia Computer Science
2024
/
p. 930 - 939
https://doi.org/10.1016/j.procs.2024.09.512
Conference proceedings at Scopus
Article at Scopus
journal article EST
/
journal article ENG
Number of records 138, displaying
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1.
adversarial machine learning
2.
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3.
automatic machine learning (autoML)
4.
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5.
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6.
interpretable machine learning
7.
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19.
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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.
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36.
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37.
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38.
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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.
state machine
84.
support vector machine
85.
surface permanent magnet machine (SPM)
86.
switched reluctance machine
87.
switched reluctance machine (SRM)
88.
synchronous machine
89.
TBM (tunnel boring machine)
90.
totally enclosed fan-cooled machine
91.
universal friction machine
92.
virtual synchronous machine
93.
active blended learning
94.
active learning
95.
active learning methods
96.
adaptive learning
97.
algorithm controlling the learning process
98.
appetitive associative learning
99.
approach to learning
100.
Attitude to learning
101.
authoritarian learning
102.
automata learning
103.
bayesian learning
104.
BIM-enabled learning
105.
BIM-enabled learning environment
106.
blended learning
107.
business school as learning organization
108.
business school learning organization questionnaire (BSLOQ)
109.
business school learning rate dependence on GPD
110.
business school learning rate measurement instrument
111.
challenge-based learning
112.
Challenge-Based Learning (CBL)
113.
client learning
114.
Collaborative e-learning
115.
collaborative learning
116.
competence based learning
117.
competence learning
118.
competence-based learning
119.
competency based learning
120.
Component organised learning (COL)
121.
computer assisted language learning
122.
computer based learning
123.
computer-assisted language learning (CALL)
124.
contrastive learning
125.
cooperative reinforcement learning
126.
coping with online teaching and learning
127.
customer learning
128.
deep learning
129.
deep learning (DL)
130.
deep learning classifier
131.
deep learning method
132.
deep learning methods
133.
deep learning model
134.
deep learning model quantization
135.
deep learning network
136.
deep reinforcement learning
137.
Deep reinforcing learning SDN
138.
Deep-learning
139.
deep-learning (DL)
140.
dictionary learning
141.
digital learning module
142.
digital remote learning
143.
Dimensions of Learning Organisation Questionnaire (DLOQ)
144.
distance learning
145.
distant learning
146.
distributed independent reinforcement learning
147.
double Q-learning
148.
effective teaching and learning
149.
e-learning
150.
e‐learning
151.
e-Learning course
152.
e-Learning database
153.
e-learning environment
154.
electronic learning
155.
embedded deep learning
156.
Emergency remote learning
157.
ensemble learning
158.
enterprising and entrepreneurial learning
159.
entrepreneurial learning
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entrepreneurial teaching and learning
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history learning
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horizontal federated learning
172.
human-centred learning
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hybrid learning
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incremental learning
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inductive learning
176.
inductive learning algorithm
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interactive learning objects
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interdisciplinary learning
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inverse reinforcement learning
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investor learning
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iterative learning
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learning
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learning (artificial intelligence)
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learning activities
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learning adaptation in autonomous vehicles
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learning algorithm
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learning and health outcomes
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learning and memory
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learning business school
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learning by teaching
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learning concept
198.
learning content
199.
learning design
200.
learning difficulties
201.
Learning environment
202.
learning experience
203.
Learning from Demonstration
204.
learning infrastructures
205.
Learning Lab
206.
learning management
207.
learning management system
208.
learning management systems
209.
learning methodology
210.
learning metrics
211.
learning models
212.
learning motivation
213.
learning objectives
214.
learning objects
215.
learning organization
216.
learning orientation
217.
learning outcomes
218.
learning process
219.
learning processes
220.
learning rate
221.
learning rate dependence on ownership form
222.
learning rate of organization
223.
learning region
224.
learning situation
225.
learning software agents
226.
learning styles
227.
learning systems
228.
learning technologies
229.
learning theories
230.
learning through the questionnaires
231.
learning university
232.
learning-to-rank
233.
lifelong learning
234.
long-short term learning
235.
mathematics students learning habits
236.
Meaningful learning
237.
measuring learning
238.
mobile learning
239.
model learning
240.
Multi-agent reinforcement learning
241.
multi-task learning
242.
mutual learning
243.
new learning models
244.
node embedding learning
245.
NREN e-learning
246.
on-device transfer learning
247.
online learning
248.
ontologies for learning systems
249.
ontology learning
250.
Open Learning Resources (OLR)
251.
organisational learning
252.
organizational learning
253.
organizational learning measurement instruments
254.
organizational learning rate dependence on management
255.
organizational learning rate measurement
256.
outcome oriented learning
257.
peer‐to‐peer learning group
258.
personalised learning
259.
policy learning
260.
problem-based learning
261.
Problem-based learning (PBL)
262.
project learning
263.
project-based learning
264.
Q-learning
265.
Q-learning algorithm
266.
query learning
267.
regional learning
268.
reinforcement learning
269.
Reinforcement Learning (RL)
270.
relative learning performance
271.
Remote learning
272.
research-oriented learning
273.
reusable learning objects
274.
scholarship of teaching and learning
275.
self learning software
276.
self learning system
277.
self-learning
278.
self-regulated learning
279.
semi-supervised learning
280.
sequence of learning activities
281.
SIS problem, learning with errors
282.
smart learning
283.
smart learning environment
284.
social learning
285.
stochastic learning theory
286.
student centred learning
287.
supervised contrastive learning
288.
supervised learning
289.
supervised learning data
290.
synchronous hybrid learning
291.
zero-shot learning
292.
task based learning
293.
team learning
294.
Technological learning
295.
technology-enhanced learning
296.
the dimensions of the learning organisation
297.
the dimensions of the learning organization questionnaire (DLOQ)
298.
tools for interactive learning and teaching
299.
trans-disciplinary social-learning
300.
transfer learning
301.
true online reinforcement learning
302.
ubiquitous learning
303.
unsupervised learning
304.
urban learning center
305.
value of learning
306.
web and computerbased learning
307.
Web and computer-based learning
308.
virtual collaborative learning environment (VCLE)
309.
virtual learning environment
310.
virtual learning factory
311.
work-based learning
312.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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