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26
journal article EST
/
journal article ENG
An Improved Hybrid Lightweight Approach for Bearing Fault Detection and Classification in Three-Phase Squirrel Cage Induction Motors
Khan, Muhammad Amir
;
Asad, Bilal
;
Naseer, Muhammad Usman
;
Vaimann, Toomas
;
Kallaste, Ants
Machines
2026
/
art. 68
https://doi.org/10.3390/machines14010068
journal article EST
/
journal article ENG
27
book article
Improving transparency and explainability of deep learning based IoT botnet detection using explainable artificial intelligence (XAI)
Kalakoti, Rajesh
;
Nõmm, Sven
;
Bahsi, Hayretdin
22nd IEEE International Conference on Machine Learning and Applications : ICMLA 2023 : 15-17 December 2023, Jacksonville Riverfront, Florida : proceedings (2023)
2023
/
p. 595-601
https://doi.org/10.1109/ICMLA58977.2023.00088
book article
Related publications
1
Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
28
journal article EST
/
journal article ENG
Learning from few cyber-attacks : addressing the class imbalance problem in machine learning-based intrusion detection in software-defined networking
Mirsadeghi, Seyed Mohammad Hadi
;
Bahsi, Hayretdin
;
Vaarandi, Risto
;
Inoubli, Wissem
IEEE Access
2023
/
p. 140428 - 140442
https://doi.org/10.1109/ACCESS.2023.3341755
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
29
journal article EST
/
journal article ENG
Lidar-camera semi-supervised learning for semantic segmentation
Caltagirone, Luka
;
Bellone, Mauro
;
Svensson, Lennart
;
Wahde, Mattias
;
Sell, Raivo
Sensors
2021
/
art. 4813
https://doi.org/10.3390/s21144813
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
30
book article EST
/
book article ENG
A light-weight CNN model for efficient Parkinsons disease diagnostics
Wang, Xuechao
;
Huang, Junqing
;
Chatzakou, Marianna
;
Medijainen, Kadri
;
Taba, Pille
;
Toomela, Aaro
;
Nõmm, Sven
;
Ruzhansky, Michael
36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, Aquila, 22-24 June 2023
2023
/
p. 616-621
https://doi.org/10.1109/CBMS58004.2023.00289
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
31
book article
Machine learning and deep learning techniques for residential load forecasting : a comparative analysis
Shabbir, Noman
;
Kütt, Lauri
;
Raja, Hadi Ashraf
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Husev, Oleksandr
2021 IEEE 62nd International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON): conference proceedings
2021
/
p. 1-5
https://doi.org/10.1109/RTUCON53541.2021.9711741
book article
Related publications
1
Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
32
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
33
journal article EST
/
journal article ENG
Multi-algorithm-based urban tree information extraction and Its applications in urban planning : research note
Yao, Chaowen
;
Fabritius, Eeva Henna Helena
;
Fricker, Pia
;
Dembski, Fabian
Landscape and urban planning
2025
/
art. 105226, 6 p. : ill
https://doi.org/10.1016/j.landurbplan.2024.105226
Journal metrics at Scopus
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journal article EST
/
journal article ENG
34
journal article EST
/
journal article ENG
Multi-stage deep learning networks for automated assessment of electricity transmission infrastructure using fly-by images
Manninen, Henri
;
Ramlal, Craig J.
;
Singh, Arvind
;
Kilter, Jako
;
Landsberg, Mart
Electric power systems research
2022
/
art. 107948
https://doi.org/10.1016/j.epsr.2022.107948
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
35
journal article EST
/
journal article ENG
A new efficient ALignment-driven Neural Network for mortality prediction from irregular multivariate time series data [Formula presented]
Bignoumba, Nzamba
;
Mellouli, Nedra
;
Ben Yahia, Sadok
Expert systems with applications
2024
/
art. 122148
https://doi.org/10.1016/j.eswa.2023.122148
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Predictive systems using machine learning tools to forecast adverse events during medical stays = Ennustavad süsteemid, mis kasutavad masinõppe vahendeid kõrvalekallete prognoosimiseks haiglas viibimise ajal
36
book article
Non-determinism in nowadays computing and IT
Henno, Jaak
;
Jaakkola, Hannu
;
Mäkelä, Jukka
2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO), 28 Sept.-2 Oct. 2020, Opatija, Croatia : proceedings
2020
/
p. 794-801
https://doi.org/10.23919/MIPRO48935.2020.9245377
book article
37
book article EST
/
book article ENG
Ontology modeling of the Estonian Traffic Act for self-driving buses
Nogales, Alberto
;
Täks, Ermo
;
Taveter, Kuldar
Information Management and Big Data : 5th International Conference : SIMBig 2018, Lima, Peru, September 3–5, 2018 : proceedings
2019
/
p. 249-256
https://doi.org/10.1007/978-3-030-11680-4_24
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
38
journal article EST
/
journal article ENG
Orthophoto classification for UGV pth planning using heterogeneous computing
Hudjakov, Robert
;
Tamre, Mart
International journal of advanced robotic systems
2013
/
[7] p. : ill
https://doi.org/10.5772/56545
https://www.researchgate.net/publication/269785081_Orthophoto_Classification_for_UGV_Path_Planning_using_Heterogeneous_Computing
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
39
journal article EST
/
journal article ENG
Pavement defect segmentation in orthoframes with a pipeline of three convolutional neural networks
Lõuk, Roland
;
Riid, Andri
;
Pihlak, Rene
;
Tepljakov, Aleksei
Algorithms
2020
/
art. 198, 27 p. : ill
https://doi.org/10.3390/a13080198
Journal metrics at scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
40
book article
Preliminary results in using attention for increasing attack identification efficiency
Ahmad, Tanwir
;
Truscan, Dragos
;
Vain, Jüri
2023 IEEE 16th International Conferenceon Software Testing, Verification andValidation Workshops, ICSTW 2023, 16-20 April 2023, Dublin, Ireland, Proceedings
2023
/
p. 159 - 164
https://doi.org/10.1109/ICSTW58534.2023.00038
book article
41
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
42
journal article EST
/
journal article ENG
A robust pathological voices recognition system based on DCNN and scattering transform
Souli, Sameh
;
Amam, Rimah
;
Ben Yahia, Sadok
Applied acoustics
2021
/
art. 107854 : ill
https://doi.org/10.1016/j.apacoust.2020.107854
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
43
book article
Scene parsing using Fully Convolutional Network for Semantic Segmentation
Ali, Nisar
;
Ijaz, Ali Zeeshan
;
Ali, Raja Hashim
;
Abideen, Zain Ul
;
Bais, Abdul
2023 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), Regina, SK, Canada, 2023
2023
/
p. 180-185
https://doi.org/10.1109/CCECE58730.2023.10288934
book article
44
book article EST
/
book article ENG
Semi-parametric approach to random forests for high-dimensional bayesian optimisation
Kuzmanovski, Vladimir
;
Hollmén, Jaakko
Discovery Science : 25th International Conference, DS 2022, Montpellier, France, October 10–12, 2022, Proceedings
2022
/
p. 418 - 428
https://doi.org/10.1007/978-3-031-18840-4_30
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
45
journal article
Short-term PV energy generation forecasting using deep learning
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Astapov, Victor
;
Kilter, Jako
Telematique
2022
https://www.provinciajournal.com/index.php/telematique/article/view/813
journal article
46
book article
The validation of graph model-based, gate level low-dimensional feature data for machine learning applications
Balakrishnan, Aneesh
;
Lange, Thomas
;
Glorieux, Maximilien
;
Alexandrescu, Dan
;
Jenihhin, Maksim
2019 IEEE Nordic Circuits and Systems Conference (NORCAS) : NORCHIP and International Symposium of System-on-Chip (SoC), 29-30 October 2019, Helsinki, Finland : proceedings in IEEE Xplore
2019
/
7 p
https://doi.org/10.1109/NORCHIP.2019.8906974
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
47
journal article EST
/
journal article ENG
Toward automatic condition assessment of high-voltage transmission infrastructure using deep learning techniques
Manninen, Henri
;
Ramlal, Craig J.
;
Singh, Arvind
;
Rocke, Sean
;
Kilter, Jako
;
Landsberg, Mart
International journal of electrical power & energy systems
2021
/
art. 106726
https://doi.org/10.1016/j.ijepes.2020.106726
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Data-driven asset management and condition assessment methodology for transmission overhead lines = Ülekandevõrgu õhuliinide andmepõhine varahalduse ja seisundi hindamise metoodika
Number of records 47, displaying
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296
1.
deep learning
2.
deep learning (DL)
3.
deep learning classifier
4.
deep learning method
5.
deep learning methods
6.
deep learning model
7.
deep learning model quantization
8.
deep learning network
9.
Deep-learning
10.
deep-learning (DL)
11.
embedded deep learning
12.
deep reinforcement learning
13.
Deep reinforcing learning SDN
14.
Multi-agent deep reinforcement learning
15.
deep donor-deep acceptor pairs
16.
deep brain stimulation
17.
deep convolutional neural network
18.
Deep defects
19.
deep energy levels
20.
deep energy renovation
21.
deep eutectic solvents
22.
deep fake
23.
deep fake recognition
24.
deep habits
25.
deep heat well
26.
deep inference
27.
deep layer
28.
deep level
29.
deep level traps
30.
deep levels
31.
deep neural network
32.
deep neural network compression
33.
deep neural networks
34.
deep neural networks (DNNs)
35.
deep offshore
36.
deep packet inspection
37.
deep Q-network
38.
deep renovation
39.
deep understanding
40.
deep UV emission
41.
deep-sea mining
42.
double deep Q-network
43.
natural deep eutectic solvents
44.
naturally available deep eutectic solvents
45.
nZEB deep energy renovation
46.
nZEB deep renovation
47.
active blended learning
48.
active learning
49.
active learning and engagement
50.
active learning methods
51.
adaptive learning
52.
adversarial machine learning
53.
adversarial machine-learning
54.
algorithm controlling the learning process
55.
appetitive associative learning
56.
approach to learning
57.
Artificial Intelligence in learning
58.
Attitude to learning
59.
authoritarian learning
60.
automata learning
61.
automatic machine learning (autoML)
62.
bayesian learning
63.
BIM-enabled learning
64.
BIM-enabled learning environment
65.
biophilic learning environments
66.
blended learning
67.
business school as learning organization
68.
business school learning organization questionnaire (BSLOQ)
69.
business school learning rate dependence on GPD
70.
business school learning rate measurement instrument
71.
challenge-based learning
72.
Challenge-Based Learning (CBL)
73.
city-to-city learning
74.
client learning
75.
Collaborative e-learning
76.
collaborative learning
77.
competence based learning
78.
competence learning
79.
competence-based learning
80.
competency based learning
81.
Component organised learning (COL)
82.
computer assisted language learning
83.
computer based learning
84.
computer-assisted language learning (CALL)
85.
context-aware learning system
86.
contrastive learning
87.
cooperative reinforcement learning
88.
coping with online teaching and learning
89.
customer learning
90.
data analytics and machine learning
91.
dictionary learning
92.
digital learning module
93.
digital learning tool design development
94.
digital remote learning
95.
Dimensions of Learning Organisation Questionnaire (DLOQ)
96.
distance learning
97.
distant learning
98.
distributed independent reinforcement learning
99.
double Q-learning
100.
effective teaching and learning
101.
e-learning
102.
e‐learning
103.
e-Learning course
104.
e-Learning database
105.
e-learning environment
106.
electronic learning
107.
Emergency remote learning
108.
ensemble learning
109.
enterprising and entrepreneurial learning
110.
entrepreneurial learning
111.
entrepreneurial teaching and learning
112.
ESG-learning
113.
experiential learning
114.
explainable machine learning
115.
Federated learning
116.
federated learning (FL)
117.
flexible learning
118.
game based learning
119.
game-based learning
120.
Gamified learning
121.
graph machine learning
122.
guided in-service learning
123.
hands-on learning
124.
hands-on-learning
125.
history learning
126.
horizontal federated learning
127.
human-centred learning
128.
hybrid learning
129.
Immersive Learning
130.
inclusive learning
131.
incremental learning
132.
inductive learning
133.
inductive learning algorithm
134.
interactive learning objects
135.
interdisciplinary learning
136.
interpretable machine learning
137.
inverse reinforcement learning
138.
investor learning
139.
iterative learning
140.
Kolb’s experiential learning cycle
141.
language learning
142.
Learner-centered learning environment
143.
learning
144.
learning (artificial intelligence)
145.
learning activities
146.
learning adaptation in autonomous vehicles
147.
learning algorithm
148.
learning analysis
149.
learning analytics
150.
learning and experimentation
151.
learning and health outcomes
152.
learning and memory
153.
learning business school
154.
learning by teaching
155.
learning concept
156.
learning content
157.
learning design
158.
learning difficulties
159.
Learning environment
160.
learning experience
161.
learning factory
162.
Learning from Demonstration
163.
learning infrastructures
164.
Learning Lab
165.
learning management
166.
learning management system
167.
learning management systems
168.
learning methodology
169.
learning metrics
170.
learning models
171.
learning motivation
172.
learning objectives
173.
learning objects
174.
learning organization
175.
learning orientation
176.
learning outcomes
177.
learning process
178.
learning processes
179.
learning rate
180.
learning rate dependence on ownership form
181.
learning rate of organization
182.
learning region
183.
learning situation
184.
learning software agents
185.
learning styles
186.
learning systems
187.
learning technologies
188.
learning theories
189.
learning through the questionnaires
190.
learning university
191.
learning-to-rank
192.
lifelong learning
193.
long-short term learning
194.
machine learning
195.
machine learning (ML)
196.
machine learning algorithms
197.
machine learning applications in power systems
198.
machine learning approach
199.
Machine Learning Explainable model
200.
machine learning for environmental applications
201.
machine learning models
202.
machine learning systems
203.
machine-learning
204.
machine-learning control
205.
machine-learning predictive model
206.
mathematics students learning habits
207.
Meaningful learning
208.
measuring learning
209.
mobile learning
210.
model learning
211.
Multi-agent reinforcement learning
212.
multi-task learning
213.
mutual learning
214.
new learning models
215.
node embedding learning
216.
NREN e-learning
217.
on-device transfer learning
218.
online distance learning
219.
online learning
220.
ontologies for learning systems
221.
ontology learning
222.
Open Learning Resources (OLR)
223.
organisational learning
224.
organizational learning
225.
organizational learning measurement instruments
226.
organizational learning rate dependence on management
227.
organizational learning rate measurement
228.
outcome oriented learning
229.
Parkinson’s disease machine learning
230.
peer‐to‐peer learning group
231.
personalised learning
232.
personalized learning
233.
policy learning
234.
probability-informed machine learning
235.
problem-based learning
236.
Problem-based learning (PBL)
237.
project learning
238.
project-based learning
239.
Q-learning
240.
Q-learning algorithm
241.
query learning
242.
regional learning
243.
reinforcement learning
244.
Reinforcement Learning (RL)
245.
relative learning performance
246.
Remote learning
247.
research-oriented learning
248.
reusable learning objects
249.
robust machine learning
250.
scholarship of teaching and learning
251.
second language learning
252.
self learning software
253.
self learning system
254.
self-learning
255.
self-regulated learning
256.
semi-supervised learning
257.
sequence of learning activities
258.
sequence to sequence learning
259.
sequential learning
260.
SIS problem, learning with errors
261.
small data machine learning
262.
smart learning
263.
smart learning environment
264.
social learning
265.
socio-emotional learning
266.
Statistical Machine learning
267.
stochastic learning theory
268.
student centred learning
269.
supervised contrastive learning
270.
supervised learning
271.
supervised learning data
272.
supervised machine learning
273.
synchronous hybrid learning
274.
zero-shot learning
275.
task based learning
276.
team learning
277.
Technological learning
278.
technology-enhanced learning
279.
the dimensions of the learning organisation
280.
the dimensions of the learning organization questionnaire (DLOQ)
281.
tools for interactive learning and teaching
282.
trans-disciplinary social-learning
283.
transfer learning
284.
true online reinforcement learning
285.
ubiquitous learning
286.
unsupervised learning
287.
unsupervised machine learning
288.
urban learning center
289.
value of learning
290.
web and computerbased learning
291.
Web and computer-based learning
292.
virtual collaborative learning environment (VCLE)
293.
virtual learning environment
294.
virtual learning factory
295.
work-based learning
296.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
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1
1.
UNDP Urban Learning Center
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