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76
journal article EST
/
journal article ENG
A machine learning approach to achieving energy efficiency in relay-assisted LTE-a downlink system
Hassan, Hammad
;
Ahmed, Ifran
;
Ahmad, Rizwan
;
Khammari, Hedi
;
Bhatti, Ghulam
;
Ahmed, Waqas
;
Alam, Muhammad Mahtab
Sensors
2019
/
art. 3461, 25 p. : ill
https://doi.org/10.3390/s19163461
Journal metrics at Scopus
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journal article EST
/
journal article ENG
77
journal article EST
/
journal article ENG
Machine learning based analysis of the upper limb freezing during handwriting in Parkinson's disease patients
Gorbatšov, Vassili
;
Valla, Elli
;
Nõmm, Sven
;
Medijainen, Kadri
;
Taba, Pille
;
Toomela, Aaro
IFAC-PapersOnLine
2022
/
p. 91-95
https://doi.org/10.1016/j.ifacol.2022.10.237
Conference Proceeding metrics at Scopus
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journal article EST
/
journal article ENG
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
78
journal article EST
/
journal article ENG
Machine learning for android malware detection : mission accomplished? a comprehensive review of open challenges and future perspectives
Guerra-Manzanares, Alejandro
Computers and Security
2024
/
art. 103654
https://doi.org/10.1016/j.cose.2023.103654
Journal metrics at Scopus
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journal article EST
/
journal article ENG
79
book article EST
/
book article ENG
Machine learning techniques for wireless-powered ambient backscatter communications : enabling intelligent iot networks in 6g era
Jameel, Furqan
;
Sharma, Navuday
;
Khan, Muhammad Awais
;
Khan, Imran
;
Alam, Muhammad Mahtab
;
Alam, Muhammad Mahtab
;
Mavromoustakis, Constandinos X.
Internet of Things
/
2020
https://doi.org/10.1007/978-3-030-44907-0_8
Article collection metrics at Scopus
Article at Scopus
book article EST
/
book article ENG
80
book article
Machine learning to tackle the challenges of transient and soft errors in complex circuits
Lange, Thomas
;
Balakrishnan, Aneesh
;
Glorieux, Maximilien
;
Alexandrescu, Dan
;
Sterpone, Luca
2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS), 1-3 July 2019, Greece
2019
/
p. 7-14 : ill
https://doi.org/10.1109/IOLTS.2019.8854423
book article
81
book article EST
/
book article ENG
Machine learning-based analysis of human motions for Parkinson’s disease diagnostics
Nõmm, Sven
Extended Abstracts 2021/2022 : Methusalem Lectures
2024
/
p. 263-298
https://doi.org/10.1007/978-3-031-48579-4_27
Article Collection metrics at Scopus
Article at Scopus
book article EST
/
book article ENG
82
journal article EST
/
journal article ENG
Machine learning-based prediction of specific energy consumption for cut-off grinding
Awan, Muhammad Rizwan
;
Rojas, Hernan A. Gonzalez
;
Hameed, Saqib
;
Riaz, Fahid
;
Hamid, Shahzaib
;
Hussain, Abrar
Sensors
2022
/
art. 7152
https://doi.org/10.3390/s22197152
Journal metrics at Scopus
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journal article EST
/
journal article ENG
83
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
Journal metrics at Scopus
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journal article EST
/
journal article ENG
84
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
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1
Artificial intelligence driven approaches for fault prognostics of electrical machines using vibration spectrum analysis = Tehisintellektil põhinevad lähenemisviisid elektrimasinate rikete prognoosimiseks vibratsioonispektri analüüsi abil
85
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
Journal metrics at Scopus
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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
86
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
87
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.
https://doi.org/10.1109/ICEM60801.2024.10700488
book article EST
/
book article ENG
88
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
Journal metrics at Scopus
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journal article EST
/
journal article ENG
89
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
90
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
91
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
92
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
93
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
94
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
95
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 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
96
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
97
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
98
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 Andrew
IEEE Access
2024
/
p. 65128 - 65140
https://doi.org/10.1109/ACCESS.2024.3397013
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journal article ENG
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1
Reliable object recognition and assessment in adverse weather and environmental conditions = Usaldusväärne objektide tuvastamine ja hindamine ebasoodsates ilmastiku- ja keskkonnatingimustes
99
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
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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
100
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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adversarial machine learning
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5.
explainable machine learning
6.
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7.
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19.
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21.
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22.
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23.
machine-to-machine communications
24.
AC machine
25.
Algorithmic State Machine - ASM
26.
axial flux machine
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.
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43.
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44.
human-machine interactions
45.
human-machine interface
46.
human-machine system
47.
induction machine
48.
interior permanent magnet machine
49.
interior permanent-magnet synchronous machine (IPMSM)
50.
logic machine
51.
low-resource machine translation
52.
machine bearings
53.
machine condition monitoring
54.
machine control
55.
machine design
56.
machine elements
57.
machine error
58.
machine housing
59.
machine tools
60.
machine translation
61.
machine vector control
62.
machine windings
63.
machine vision
64.
machine-checked proofs
65.
machine-translation
66.
man-machine systems
67.
massive machine type communication (mMTC)
68.
massive machine-type communication (mMTC)
69.
massive machine-type communication devices (mMTC)
70.
massive machine-type communications (mMTC)
71.
massive Machine-Type connections (mMTC)
72.
multi-class support vector machine (m-SVM)
73.
multi-machine
74.
multi-machine industrial power plant
75.
multi-machine power system
76.
multi-stream interaction machine
77.
neural machine translation
78.
outer-rotor machine
79.
permanent magnet (PM) synchronous machine
80.
permanent magnet flux-switching machine
81.
permanent magnet machine
82.
permanent magnet synchronous machine (PMSM)
83.
reluctance machine
84.
sewing machine operator
85.
spoke-type PM machine
86.
state machine
87.
support vector machine
88.
surface permanent magnet machine (SPM)
89.
switched reluctance machine
90.
switched reluctance machine (SRM)
91.
synchronous machine
92.
TBM (tunnel boring machine)
93.
totally enclosed fan-cooled machine
94.
universal friction machine
95.
virtual synchronous machine
96.
active blended learning
97.
active learning
98.
active learning and engagement
99.
active learning methods
100.
adaptive learning
101.
algorithm controlling the learning process
102.
appetitive associative learning
103.
approach to learning
104.
Artificial Intelligence in learning
105.
Attitude to learning
106.
authoritarian learning
107.
automata learning
108.
bayesian learning
109.
BIM-enabled learning
110.
BIM-enabled learning environment
111.
biophilic learning environments
112.
blended learning
113.
business school as learning organization
114.
business school learning organization questionnaire (BSLOQ)
115.
business school learning rate dependence on GPD
116.
business school learning rate measurement instrument
117.
challenge-based learning
118.
Challenge-Based Learning (CBL)
119.
city-to-city learning
120.
client learning
121.
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122.
collaborative learning
123.
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124.
competence learning
125.
competence-based learning
126.
competency based learning
127.
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128.
computer assisted language learning
129.
computer based learning
130.
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131.
contrastive learning
132.
cooperative reinforcement learning
133.
coping with online teaching and learning
134.
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135.
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136.
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137.
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138.
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139.
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140.
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141.
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142.
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143.
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144.
Deep reinforcing learning SDN
145.
Deep-learning
146.
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147.
dictionary learning
148.
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149.
digital remote learning
150.
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151.
distance learning
152.
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153.
distributed independent reinforcement learning
154.
double Q-learning
155.
effective teaching and learning
156.
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157.
e‐learning
158.
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159.
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160.
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electronic learning
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learning
196.
learning (artificial intelligence)
197.
learning activities
198.
learning adaptation in autonomous vehicles
199.
learning algorithm
200.
learning analysis
201.
learning analytics
202.
learning and experimentation
203.
learning and health outcomes
204.
learning and memory
205.
learning business school
206.
learning by teaching
207.
learning concept
208.
learning content
209.
learning design
210.
learning difficulties
211.
Learning environment
212.
learning experience
213.
learning factory
214.
Learning from Demonstration
215.
learning infrastructures
216.
Learning Lab
217.
learning management
218.
learning management system
219.
learning management systems
220.
learning methodology
221.
learning metrics
222.
learning models
223.
learning motivation
224.
learning objectives
225.
learning objects
226.
learning organization
227.
learning orientation
228.
learning outcomes
229.
learning process
230.
learning processes
231.
learning rate
232.
learning rate dependence on ownership form
233.
learning rate of organization
234.
learning region
235.
learning situation
236.
learning software agents
237.
learning styles
238.
learning systems
239.
learning technologies
240.
learning theories
241.
learning through the questionnaires
242.
learning university
243.
learning-to-rank
244.
lifelong learning
245.
long-short term learning
246.
mathematics students learning habits
247.
Meaningful learning
248.
measuring learning
249.
mobile learning
250.
model learning
251.
Multi-agent reinforcement learning
252.
multi-task learning
253.
mutual learning
254.
new learning models
255.
node embedding learning
256.
NREN e-learning
257.
on-device transfer learning
258.
online learning
259.
ontologies for learning systems
260.
ontology learning
261.
Open Learning Resources (OLR)
262.
organisational learning
263.
organizational learning
264.
organizational learning measurement instruments
265.
organizational learning rate dependence on management
266.
organizational learning rate measurement
267.
outcome oriented learning
268.
peer‐to‐peer learning group
269.
personalised learning
270.
personalized learning
271.
policy learning
272.
problem-based learning
273.
Problem-based learning (PBL)
274.
project learning
275.
project-based learning
276.
Q-learning
277.
Q-learning algorithm
278.
query learning
279.
regional learning
280.
reinforcement learning
281.
Reinforcement Learning (RL)
282.
relative learning performance
283.
Remote learning
284.
research-oriented learning
285.
reusable learning objects
286.
scholarship of teaching and learning
287.
self learning software
288.
self learning system
289.
self-learning
290.
self-regulated learning
291.
semi-supervised learning
292.
sequence of learning activities
293.
sequence to sequence learning
294.
sequential learning
295.
SIS problem, learning with errors
296.
smart learning
297.
smart learning environment
298.
social learning
299.
socio-emotional learning
300.
stochastic learning theory
301.
student centred learning
302.
supervised contrastive learning
303.
supervised learning
304.
supervised learning data
305.
synchronous hybrid learning
306.
zero-shot learning
307.
task based learning
308.
team learning
309.
Technological learning
310.
technology-enhanced learning
311.
the dimensions of the learning organisation
312.
the dimensions of the learning organization questionnaire (DLOQ)
313.
tools for interactive learning and teaching
314.
trans-disciplinary social-learning
315.
transfer learning
316.
true online reinforcement learning
317.
ubiquitous learning
318.
unsupervised learning
319.
urban learning center
320.
value of learning
321.
web and computerbased learning
322.
Web and computer-based learning
323.
virtual collaborative learning environment (VCLE)
324.
virtual learning environment
325.
virtual learning factory
326.
work-based learning
327.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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