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76
journal article EST
/
journal article ENG
Malicious accounts detection from online social networks : a systematic review of literature
Ben Sassi, Imen
;
Ben Yahia, Sadok
International Journal of General Systems
2021
/
p. 741−814
https://doi.org/10.1080/03081079.2021.1976773
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journal article EST
/
journal article ENG
77
journal article EST
/
journal article ENG
Methods of condition monitoring and fault detection for electrical machines
Kudelina, Karolina
;
Asad, Bilal
;
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
;
Khang, Huynh Van
Energies
2021
/
art. 7459, 20 p. : ill
https://doi.org/10.3390/en14227459
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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
78
journal article EST
/
journal article ENG
Microgrid oriented modeling of space heating system based on neural networks
Häring, Tobias
;
Kull, Tuule Mall
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Thalfeldt, Martin
;
Biechl, Helmuth
Journal of building engineering
2021
/
art. 103150, 12 p. : ill
https://doi.org/10.1016/j.jobe.2021.103150
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journal article EST
/
journal article ENG
Related publications
1
Research and development of energy storage control strategies for residential area microgrids = Energiasalvestite juhtimisstrateegiate uurimine ja arendamine elamupiirkondade mikrovõrkudele
79
book article
ML-based online design error localization for RISC-V implementations
Selg, Hardi
;
Jenihhin, Maksim
;
Ellervee, Peeter
;
Raik, Jaan
2023 IEEE 29th International Symposium on On-Line Testing and Robust System Design (IOLTS) : IOLTS 2023 : July 3rd-5th, 2023, Platanias, Chania (Crete), Greece : proceedings
2023
/
7 p.
https://doi.org/10.1109/IOLTS59296.2023.10224864
book article
80
book article EST
/
book article ENG
Multi-Rate Vibration Signal Analysis for Enhanced Data-Driven Monitoring of Bearing Faults in Induction Machines
El Bouharrouti, Nada
;
Koveshnikov, Semen
;
Garcia-Calva, Tomas Alberto
;
Vehvilainen, Milla
;
Kudelina, Karolina
;
Naseer, Muhammad Usman
;
Vaimann, Toomas
;
Belahcen, Anouar
2024 International Conference on Electrical Machines, ICEM 2024
2024
/
7 p.
http://dx.doi.org/10.1109/ICEM60801.2024.10700488
book article EST
/
book article ENG
81
journal article EST
/
journal article ENG
Network IDS alert classification with active learning techniques
Vaarandi, Risto
;
Guerra-Manzanares, Alejandro
Journal of Information Security and Applications
2024
/
art. 103687
https://doi.org/10.1016/j.jisa.2023.103687
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journal article EST
/
journal article ENG
82
book article
New solution for extracting inductive learning rules and their post-analysis
Kuusik, Rein, inform.
;
Lind, Grete
IMMM 2011 : The First International Conference on Advances in Information Mining and Management : Barcelona, Spain, October 23-28, 2011
2011
/
p. 121-126
http://personales.upv.es/thinkmind/dl/conferences/immm/immm_2011/immm_2011_6_30_20160.pdf
book article
83
journal article
Novel real-time in-step gait anomaly detection algorithms
Rostovski, Jakob
;
Krivošei, Andrei
;
Kuusik, Alar
;
Le Moullec, Yannick
;
Alam, Muhammad Mahtab
techrxiv.org
2024
https://doi.org/10.36227/techrxiv.171173236.66440239/v1
journal article
84
journal article EST
/
journal article ENG
A novel short receptive field based dilated causal convolutional network integrated with Bidirectional LSTM for short-term load forecasting
Javed, Umar
;
Ijaz, Khalid
;
Jawad, Muhammad
;
Khosa, Ikramullah
;
Ansari, Ejaz Ahmad
;
Zaidi, Khurram Shabih
;
Rafiq, Muhammad Nadeem
;
Shabbir, Noman
Expert systems with applications
2022
/
art. 117689
https://doi.org/10.1016/j.eswa.2022.117689
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journal article EST
/
journal article ENG
85
book article EST
/
book article ENG
An analysis of human perception of partitions of numerical factor domains
Kaushik, Minakshi
;
Sharma, Rahul
;
Shahin, Mahtab
;
Arakkal Peious, Sijo
;
Draheim, Dirk
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; Vol. 13635 LNCS
2022
/
p. 137-144
https://doi.org/10.1007/978-3-031-21047-1_13
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
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
86
journal article EST
/
journal article ENG
On explainable AI and abductive inference
Medianovskyi, Kyrylo
;
Pietarinen, Ahti-Veikko
Philosophies
2022
/
art. 35
https://doi.org/10.3390/philosophies7020035
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journal article EST
/
journal article ENG
87
journal article
On statistical paradoxes and overcoming the impact of bias in expert systems : towards fair and trustworthy decision making
Sharma, Rahul
SSRN
2023
/
37 p. : ill
https://doi.org//10.2139/ssrn.4506432
journal article
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
88
journal article EST
/
journal article ENG
On the application of active learning for efficient and effective Iot botnet detection
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
Future Generation Computer Systems
2023
/
p. 40-53 : ill
https://doi.org/10.1016/j.future.2022.10.024
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/
journal article ENG
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
89
book article
On the estimation of complex circuits functional failure rate by machine learning techniques
Lange, Thomas
;
Balakrishnan, Aneesh
;
Glorieux, Maximilien
;
Alexandrescu, Dan
;
Sterpone, Luca
49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - DSN 2019 : Supplemental Volume : proceedings
2019
/
p. 35-41 : ill
https://doi.org/10.1109/DSN-S.2019.00021
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
90
journal article EST
/
journal article ENG
On the relativity of time : implications and challenges of data drift on long-term effective android malware detection
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
Computers & Security
2022
/
art. 102835, 15 p. : ill
https://doi.org/10.1016/j.cose.2022.102835
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journal article EST
/
journal article ENG
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
91
journal article EST
/
journal article ENG
Open urban mmWave radar and camera vehicle classification dataset for traffic monitoring
Soom, Jürgen
;
Leier, Mairo
;
Janson, Karl
;
Tuhtan, Jeffrey A.
IEEE Access
2024
/
p. 65128 - 65140
https://doi.org/10.1109/ACCESS.2024.3397013
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journal article EST
/
journal article ENG
92
journal article EST
/
journal article ENG
Optimization of physical activity recognition for real-time wearable systems : effect of window length, sampling frequency and number of features
Allik, Ardo
;
Pilt, Kristjan
;
Karai, Deniss
;
Fridolin, Ivo
;
Leier, Mairo
;
Jervan, Gert
Applied sciences
2019
/
art. 4833, 14 p. : ill
https://doi.org/10.3390/app9224833
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journal article EST
/
journal article ENG
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1
Advancing novel physical fatigue assessment and human activity monitoring methods towards perzonalized feedback with wearable sensors = Kantavatel seadmetel põhinevate füüsilise väsimuse hindamise ning inimese aktiivsuse monitoorimise meetodite arendamine personaalseks tagasisideks
93
journal article EST
/
journal article ENG
An optimized metamodel for predicting damage and oil outflow in tanker collision accidents
Das, Tanmoy
;
Goerlandt, Floris
;
Tabri, Kristjan
Proceedings of the institution of mechanical engineers, part M: journal of engineering for the maritime environment
2022
/
14 p. : ill
https://doi.org/10.1177/14750902211039659
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journal article EST
/
journal article ENG
94
book article EST
/
book article ENG
Pattern based software architecture for predictive maintenance
Torim, Ants
;
Liiv, Innar
;
Ounoughi, Chahinez
;
Ben Yahia, Sadok
Nordic Artificial Intelligence Research and Development : 4th Symposium of the Norwegian AI Society, NAIS 2022, Oslo, Norway, May 31 - June 1, 2022 : revised selected papers
2022
/
p. 26-38
https://doi.org/10.1007/978-3-031-17030-0_3
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
95
book article EST
/
book article ENG
Performance of a distributed apriori algorithm using the serverless functions of the Apollo framework
Shahin, Mahtab
;
Shah, Syed Attique
;
Sharma, Rahul
;
Ghasempouri, Tara
;
Poveda, Juan Aznar
;
Fahringer, Thomas
;
Draheim, Dirk
Machine Learning Methods in Systems : proceedings of 13th Computer Science On-line Conference 2024
2024
/
12 p
https://link.springer.com/book/9783031705946
https://doi.org/10.1007/978-3-031-70595-3_37
Conference proceedings at Scopus
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book article EST
/
book article ENG
Related publications
1
Efficient and effective association rule mining on big data and cloud technology : a multifaceted analysis = Tõhus ja efektiivne assotsiatsioonireeglite kaevandamine suurandmetel ja pilvetehnoloogial : mitmekülgne analüüs
96
book article EST
/
book article ENG
Predicting first-year computer science students drop-out with machine learning methods: A case study
Maksimova, Natalja
;
Pentel, Avar
;
Dunajeva, Olga
Educating Engineers for Future Industrial Revolutions : Proceedings of the 23rd International Conference on Interactive Collaborative Learning (ICL2020). Volume 2
2021
/
p. 719-726
https://doi.org/10.1007/978-3-030-68201-9_70
Conference proceedings at Scopus
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book article EST
/
book article ENG
97
book article
Predicting students final test results based on previous grades and demographics
Pentel, Avar
;
Kaiva, Lisanne-Liis
The 11th International Conference on Information, Intelligence, Systems and Applications : IISA 2020, 15-17 July 2020, University of Piraeus, Greece
2020
/
p. 377-382
https://doi.org/10.1109/IISA50023.2020.9284401
book article
98
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
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journal article ENG
99
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
100
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
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24.
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25.
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26.
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27.
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28.
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29.
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30.
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31.
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32.
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33.
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34.
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35.
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36.
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37.
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38.
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39.
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40.
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41.
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42.
human-machine interaction
43.
human-machine interactions
44.
human-machine interface
45.
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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.
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57.
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58.
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59.
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60.
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61.
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62.
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63.
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64.
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65.
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66.
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67.
massive machine-type communication (mMTC)
68.
massive machine-type communications (mMTC)
69.
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70.
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71.
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72.
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73.
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74.
multi-stream interaction machine
75.
neural machine translation
76.
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77.
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78.
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79.
permanent magnet machine
80.
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81.
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82.
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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.
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94.
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95.
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96.
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97.
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98.
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99.
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100.
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101.
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102.
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103.
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104.
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105.
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106.
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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.
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113.
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114.
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115.
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116.
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120.
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121.
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122.
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124.
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learning and experimentation
193.
learning and health outcomes
194.
learning and memory
195.
learning business school
196.
learning by teaching
197.
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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