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26
book article
Detailed analysis of the Luria's alternating series tests for Parkinson's disease diagnostics
Nõmm, Sven
;
Bardõš, Konstantin
;
Toomela, Aaro
;
Medijainen, Kadri
;
Taba, Pille
17th IEEE International Conference on Machine Learning and Applications : ICMLA 2018, 17–20 December 2018, Orlando, Florida, USA : proceedings
2018
/
p. 1347–1352
https://doi.org/10.1109/ICMLA.2018.00219
book article
27
book article EST
/
book article ENG
Detecting Simpson’s paradox : a machine learning perspective
Sharma, Rahul
;
Garayev, Huseyn
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Tiwari, Prauag
;
Draheim, Dirk
Database and Expert Systems Applications : 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022 : proceedings. Part I
2022
/
p. 323-335 : ill
https://doi.org/10.1007/978-3-031-12423-5_25
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
Related publications
1
Unification of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
28
book article EST
/
book article ENG
Detecting Simpson’s paradox : a step towards fairness in machine learning
Sharma, Rahul
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Bertl, Markus
;
Ankit, Vidyarthi
;
Ashwani, Kumar
;
Draheim, Dirk
New Trends in Database and Information Systems : ADBIS 2022 Short Papers, Doctoral Consortium and Workshops : DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022 : proceedings
2022
/
p. 67-76 : ill
https://doi.org/10.1007/978-3-031-15743-1_7
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Related publications
1
Unification of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
29
journal article EST
/
journal article ENG
Detection and evaluation of driver distraction using machine learning and fuzzy logic
Aksjonov, Andrei
;
Nedoma, Pavel
;
Vodovozov, Valery
;
Petlenkov, Eduard
;
Herrmann, Martin
IEEE Transactions on Intelligent Transportation Systems
2019
/
p. 2048 - 2059
https://doi.org/10.1109/TITS.2018.2857222
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
30
journal article EST
/
journal article ENG
Detection of bulbar involvement in patients with amyotrophic lateral sclerosis by machine learning voice analysis : diagnostic decision support development study
Tena, Alberto
;
Claria, Francec
;
Solsona, Francesc
;
Meister, Einar
;
Povedano, Monica
JMIR Medical Informatics
2021
/
e21331, 18 p. : ill
https://doi.org/10.2196/21331
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
31
book article
Differences in Android behavior between real device and emulator : a malware detection perspective
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
;
Nõmm, Sven
6th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Granada, Spain, October 22-25, 2019
2019
/
art. 8939268, p. 399-404
https://doi.org/10.1109/IOTSMS48152.2019.8939268
book article
32
book article EST
/
book article ENG
Digital transformation insights from an AI solution in search of a problem
Dreyling III, Richard Michael
;
Tammet, Tanel
;
Pappel, Ingrid
Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications : 10th International Conference, FDSE 2023, Da Nang, Vietnam, November 22–24, 2023 : proceedings
2023
/
p. 341 - 351
https://doi.org/10.1007/978-981-99-8296-7_24
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
33
book article
Dimensionality reduction for machine learning based IoT botnet detection
Bahsi, Hayretdin
;
Nõmm, Sven
15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018) : Singapore, November 18-21, 2018
2018
/
p. 1857-1862 : ill
https://doi.org/10.1109/ICARCV.2018.8581205
book article
34
journal article
Discretizing numerical attributes : an analysis of human perceptions
Kaushik, Minakshi
;
Sharma, Rahul
;
Draheim, Dirk
arXiv.org
2023
/
18 p. : ill
https://doi.org/10.48550/arXiv.2311.03278
journal article
Related publications
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
35
book article EST
/
book article ENG
Discretizing numerical attributes : an analysis of human perceptions : [conference paper]
Kaushik, Minakshi
;
Sharma, Rahul
;
Vidyarthi, Ankit
;
Draheim, Dirk
New Trends in Database and Information Systems : ADBIS 2022 Short Papers, Doctoral Consortium and Workshops : DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022 : proceedings
2022
/
p. 188-197
https://doi.org/10.1007/978-3-031-15743-1_18
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Related publications
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
36
book article
Driver distraction detection and evaluation with artificial neural network and fuzzy logic : In-vehicle information system as a driver's secondary activity: case study
Aksjonov, Andrei
;
Nedoma, Pavel
;
Vodovozov, Valery
;
Petlenkov, Eduard
2018 IEEE 15th International Workshop on Advanced Motion Control (AMC 2018)
2018
/
p. 523–528 : ill
Driver distraction detection and evaluation with artificial neural network and fuzzy logic : In-vehicle information system as a driver's secondary activity: case study
book article
37
book article EST
/
book article ENG
An efficient assistance in cavity filter tuning using filter screw classification
Sekhri, Even
;
Tamre, Mart
;
Kapoor, Rajiv
Advances in artificial-business analytics and quantum machine learning : select proceedings of the 3rd international conference, Com-IT-Con 2023, volume 1
2024
/
p. 791-799
https://doi.org/10.1007/978-981-97-2508-3_58
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
38
book article
Enabling cross-layer reliability and functional safety assessment through ML-based compact models
Alexandrescu, Dan
;
Balakrishnan, Aneesh
;
Lange, Thomas
;
Glorieux, Maximilien
Proceedings : 2020 26th IEEE International Symposium on On-Line Testing and Robust System Design : IOLTS 2020, Napoli, Italy, July 13-16, 2020 : virtual edition
2020
/
6 p. : ill
https://doi.org/10.1109/IOLTS50870.2020.9159750
book article
Related publications
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
39
journal article EST
/
journal article ENG
Ensemble approach for detection of depression using EEG features
Avots, Egils
;
Jermakovs, Klavs
;
Bachmann, Maie
;
Päeske, Laura
;
Ozcinar, Cagri
;
Anbarjafari, Gholamreza
Entropy
2022
/
art. 211
https://doi.org/10.3390/e24020211
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
40
book article
Estimating UWB positioning integrity based on ranging residuals
Tommingas, Mihkel
;
Ulp, Sander
;
Alam, Muhammad Mahtab
;
Müürsepp, Ivo
;
Laadung, Taavi
2023 24th International Conference on Applied Electromagnetics and Communications (ICECOM)
2023
/
5 p
https://doi.org/10.1109/ICECOM58258.2023.10367954
book article
41
book article
Evelekt AS turnover forecasting using the machine learning method
Reiman, Riido
AI IN BUSINESS : proceedings of the scientific workshop on business implications of artificial intelligence, June 7, 2022
2022
/
p. 58-60 : ill
https://www.ester.ee/record=b5506022*est
https://digikogu.taltech.ee/et/Item/2096bada-661d-4928-99a7-bfbce51825d8
book article
42
journal article EST
/
journal article ENG
An exhaustive multi-aspect analysis of swarm intelligence algorithms in numerical association rule mining
Kaushik, Minakshi
;
Sharma, Rahul
;
Koiva, Pilleriin
;
Fister, Iztok
;
Draheim, Dirk
IEEE Access
2024
/
p. 138985 - 139002
https://doi.org/10.1109/ACCESS.2024.3417334
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
43
journal article EST
/
journal article ENG
Experts still needed : boosting long-term android malware detection with active learning
Guerra-Manzanares, Alejandro
;
Bahsi, Hayretdin
Journal of Computer Virology and Hacking Techniques
2024
/
p. 901 - 918
https://doi.org/10.1007/s11416-024-00536-y
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
44
journal article EST
/
journal article ENG
Explainability and transparency of classifiers for air-handling unit faults using explainable artificial intelligence (XAI)
Meas, Molika
;
Machlev, Ram
;
Köse, Ahmet
;
Tepljakov, Aleksei
;
Loo, Lauri
;
Levron, Yoash
;
Petlenkov, Eduard
;
Belikov, Juri
Sensors
2022
/
art. 6338 : ill
https://doi.org/10.3390/s22176338
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
45
journal article EST
/
journal article ENG
Forecasting of energy consumption and production using recurrent neural networks
Shabbir, Noman
;
Kütt, Lauri
;
Jawad, Muhammad
;
Iqbal, Muhammad Naveed
;
Ghahfarokhi, Payam Shams
Advances in electrical and electronic engineering
2020
/
p. 190−197
https://doi.org/10.15598/aeee.v18i3.3597
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
46
book article
Forecasting short term wind energy generation using machine learning
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Kütt, Lauri
;
Iqbal, Muhammad Naveed
;
Rosin, Argo
2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), 7-9 October 2019 : conference proceedings
2019
/
4 p
https://doi.org/10.1109/RTUCON48111.2019.8982365
book article
47
journal article EST
/
journal article ENG
Fractional order sliding mode controller based on supervised machine learning techniques for speed control of PMSM
Zahraoui, Younes
;
Zaihidee, Fardila M.
;
Kermadi, Mostefa
;
Mekhilef, Saad
;
Mubin, Marizan
;
Tang, Jing Rui
;
Zaihidee, Ezrinda M.
Mathematics
2023
/
art. 1457
https://doi.org/10.3390/math11061457
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
48
book article EST
/
book article ENG
Future opportunities for systematic AI support in healthcare
Bertl, Markus
;
Piho, Gunnar
;
Draheim, Dirk
;
Ross, Peeter
;
Pechmann, Ludwig
;
Bucciarelli, Nicholas
;
Sharma, Rahul
Bridging the Gap Between AI and Reality : First International Conference, AISoLA 2023, Crete, Greece, October 23–28, 2023, Selected Papers
2024
/
p. 203 - 224
https://doi.org/10.1007/978-3-031-73741-1_13
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
49
journal article
Generation of unmeasured loading levels data for condition monitoring of induction machine using machine learning
Billah, Md Masum
;
Saberi, Alireza Nemat
;
Hemeida, Ahmed
;
Martin, Floran
;
Kudelina, Karolina
;
Asad, Bilal
;
Naseer, Muhammad Usman
;
Mukherjee, Victor
;
Belahcen, Anouar
IEEE transactions on magnetics
2024
/
art. 8201104
https://doi.org/10.1109/TMAG.2023.3312267
journal article
50
journal article EST
/
journal article ENG
Harnessing graph neural networks to predict international trade flows
Sellami, Bassem
;
Ounoughi, Chahinez
;
Kalvet, Tarmo
;
Tiits, Marek
;
Rincon-Yanez, Diego
Big Data and Cognitive Computing
2024
/
art. 65
https://doi.org/10.3390/bdcc8060065
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
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1.
adversarial machine learning
2.
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3.
automatic machine learning (autoML)
4.
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5.
interpretable machine learning
6.
machine learning
7.
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8.
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17.
robust machine learning
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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.
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36.
Finite State Machine - FSM
37.
hierarchical finite state machine
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.
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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.
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160.
federated learning (FL)
161.
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game based learning
163.
game-based learning
164.
guided in-service learning
165.
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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
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investor learning
177.
iterative learning
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Kolb’s experiential learning cycle
179.
language learning
180.
Learner-centered learning environment
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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 analysis
187.
learning analytics
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learning and experimentation
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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
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learning content
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learning design
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learning difficulties
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Learning environment
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learning experience
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Learning from Demonstration
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learning management systems
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learning metrics
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learning objectives
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learning objects
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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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