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51
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
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Article at WOS
journal article EST
/
journal article ENG
52
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
53
journal article EST
/
journal article ENG
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 metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
54
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
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journal article EST
/
journal article ENG
55
book article
Hybrid feature selection models for machine learning based botnet detection in IoT networks
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
;
Nõmm, Sven
2019 International Conference on Cyberworlds : CW 2019 : 2-4 October 2019, Kyoto, Japan : proceedings
2019
/
p. 324-327 : ill
https://doi.org/10.1109/CW.2019.00059
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
56
book article
The impact of load on global parameters of electrical machines in case of healthy and broken rotor bars
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Autsou, Siarhei
;
Asad, Bilal
;
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
;
Shabbir, Noman
2022 18th Biennial Baltic Electronics Conference (BEC)
2022
/
5 l.
https://doi.org/10.1109/BEC56180.2022.9935614
book article
57
book article EST
/
book article ENG
Impact-driven discretization of numerical factors : case of two- and three-partitioning
Kaushik, Minakshi
;
Sharma, Rahul
;
Arakkal Peious, Sijo
;
Draheim, Dirk
Big Data Analytics. BDA 2021 : 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021 : proceedings
2021
/
p. 244–260
https://doi.org/10.1007/978-3-030-93620-4_18
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
Related publications
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
58
journal article EST
/
journal article ENG
Improved fault classification and localization in power transmission networks using vae-generated synthetic data and machine learning algorithms
Khan, Muhammad Amir
;
Asad, Bilal
;
Vaimann, Toomas
;
Kallaste, Ants
;
Pomarnacki, Raimondas
;
Hyunh, Van Khang
Machines
2023
/
art. 963
https://doi.org/10.3390/machines11100963
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journal article EST
/
journal article ENG
59
journal article
Improving response time of task and Adaboost classifiers in mobile fog computing
Darbanian, Elham
;
Rahbari, Dadmehr
;
Ghanizadeh, Roghayeh
;
Nickray, Mohsen
Jordanian journal of computers and information technology
2020
/
p. 345−360
https://www.ejmanager.com/mnstemps/71/71-1590557276.pdf?t=1608030630
journal article
60
journal article EST
/
journal article ENG
In silico machine learning methods in drug development
Dobchev, Dimitar Atanasov
;
Pillai, Girinath Gopinathan
;
Karelson, Mati
Current topics in medicinal chemistry
2014
/
p. 1913-1922
https://doi.org/10.2174/1568026614666140929124203
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
61
book article
In-depth feature selection and ranking for automated detection of mobile malware
Guerra Manzanares, Alejandro
;
Nõmm, Sven
;
Bahsi, Hayretdin
Proceedings of the 5th International Conference on Information Systems Security and Privacy : ICISSP 2019 : February 23-25, 2019, Prague, Czech Republic. Vol. 1
2019
/
p. 274-283 : ill
https://doi.org/10.5220/0007349602740283
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
62
journal article EST
/
journal article ENG
In-depth feature selection for the statistical machine learning-based botnet detection in IoT networks
Kalakoti, Rajesh
;
Nõmm, Sven
;
Bahsi, Hayretdin
IEEE Access
2022
/
p. 94518-94535
https://doi.org/10.1109/ACCESS.2022.3204001
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
63
journal article EST
/
journal article ENG
Industrial robot training in the simulation using the machine learning agent
Nutonen, Karle
;
Kuts, Vladimir
;
Otto, Tauno
Procedia computer science
2023
/
p. 446-455
https://doi.org/10.1016/j.procs.2022.12.240
Conference Proceedings at Scopus
Article at Scopus
journal article EST
/
journal article ENG
64
journal article EST
/
journal article ENG
Integrating Digital Twin Software Solutions with Collaborative Industrial Systems : A Comprehensive Review for Operational Efficiency
Guerra-Zubiaga, David
;
Aksu, Murat
;
Richards, Gershom
;
Kuts, Vladimir
Applied Sciences
2025
/
art. 7049
https://doi.org/10.3390/app15137049
journal article EST
/
journal article ENG
65
book article
Knowledge based decision making in mechanical workshops
Kruuser, Kaarel
;
Riives, Jüri
;
Kiolein, Indrek
Proceedings of the 32nd International DAAAM Virtual Symposium "Intelligent Manufacturing & Automation"
2021
/
p. 0514-0521
https://doi.org/10.2507/32nd.daaam.proceedings.074
book article
66
journal article EST
/
journal article ENG
Latest research trends in gait analysis using wearable sensors and machine learning: A systematic review
Saboor, Abdul
;
Kask, Triin
;
Kuusik, Alar
;
Alam, Muhammad Mahtab
;
Le Moullec, Yannick
IEEE Access
2020
/
art. 3022818, p. 167830−167864
https://doi.org/10.1109/ACCESS.2020.3022818
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
67
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
68
journal article EST
/
journal article ENG
Learning timed automata from interaction traces
Vain, Jüri
;
Kanter, Gert
;
Anier, Aivo
IFAC-PapersOnLine
2019
/
p. 205-210
https://doi.org/10.1016/j.ifacol.2019.12.097
Conference proceedings at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
69
journal article EST
/
journal article ENG
Legal and ethical bases for creating representative datasets to detecting manifestations of cyberbullying in text content
Sobko, Olena
;
Chochia, Archil
Computer Systems and Information Technologies
2025
/
p. 135-141
https://doi.org/10.31891/csit-2025-3-14
https://csitjournal.khmnu.edu.ua/index.php/csit/article/view/429
journal article EST
/
journal article ENG
70
journal article
Legal engineering of the anti-abuse rule in ATAD : architecture of the regression tree model
Künnapas, Kaido
TalTech journal of European studies
2021
/
p. 65-82 : ill
https://www.ester.ee/record=b5290032*est
journal article
71
journal article EST
/
journal article ENG
Leveraging the first line of defense : a study on the evolution and usage of android security permissions for enhanced android malware detection
Guerra Manzanares, Alejandro
;
Luckner, Marcin
;
Bahsi, Hayretdin
Journal of Computer Virology and Hacking Techniques
2022
/
32 p. : ill
https://doi.org/10.1007/s11416-022-00432-3
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
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
72
journal article EST
/
journal article ENG
LightGBM-based fault diagnosis of rotating machinery under changing working conditions using modified recursive feature elimination
Saberi, Alireza Nemat
;
Belahcen, Anouar
;
Sobra, Jan
;
Vaimann, Toomas
IEEE Access
2022
/
p. 81910-81925
https://doi.org/10.1109/ACCESS.2022.3195939
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
73
book article
Lowering uncertainty of cancer classification
Okun, O.
;
Priisalu, Helen
Proceedings of IPMU'08
2008
/
p. 543-550 : ill
book article
74
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
75
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
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journal article EST
/
journal article ENG
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1.
adversarial machine learning
2.
adversarial machine-learning
3.
automatic machine learning (autoML)
4.
data analytics and machine learning
5.
explainable machine learning
6.
graph machine learning
7.
interpretable machine learning
8.
machine learning
9.
machine learning (ML)
10.
machine learning algorithms
11.
machine learning approach
12.
Machine Learning Explainable model
13.
machine learning for environmental applications
14.
machine learning models
15.
machine learning systems
16.
machine-learning
17.
machine-learning predictive model
18.
Parkinson’s disease machine learning
19.
robust machine learning
20.
small data machine learning
21.
supervised machine learning
22.
unsupervised machine learning
23.
machine-to-machine communications
24.
AC machine
25.
Algorithmic State Machine - ASM
26.
axial flux machine
27.
axial flux switched reluctance machine
28.
bearingless machine
29.
brushless machine
30.
coordinate measurring machine
31.
electric machine
32.
electric machine analysis computing
33.
electric machine control
34.
electrical machine
35.
electrical machine cooling
36.
electrical machine design
37.
finite state machine
38.
Finite State Machine - FSM
39.
hierarchical finite state machine
40.
high-frequency machine modeling
41.
human machine interaction
42.
human machine systems
43.
human-machine interaction
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 communications (mMTC)
70.
massive Machine-Type connections (mMTC)
71.
multi-class support vector machine (m-SVM)
72.
multi-machine
73.
multi-machine industrial power plant
74.
multi-machine power system
75.
multi-stream interaction machine
76.
neural machine translation
77.
outer-rotor machine
78.
permanent magnet (PM) synchronous machine
79.
permanent magnet flux-switching machine
80.
permanent magnet machine
81.
permanent magnet synchronous machine (PMSM)
82.
reluctance machine
83.
sewing machine operator
84.
spoke-type PM machine
85.
state machine
86.
support vector machine
87.
surface permanent magnet machine (SPM)
88.
switched reluctance machine
89.
switched reluctance machine (SRM)
90.
synchronous machine
91.
TBM (tunnel boring machine)
92.
totally enclosed fan-cooled machine
93.
universal friction machine
94.
virtual synchronous machine
95.
active blended learning
96.
active learning
97.
active learning and engagement
98.
active learning methods
99.
adaptive learning
100.
algorithm controlling the learning process
101.
appetitive associative learning
102.
approach to learning
103.
Attitude to learning
104.
authoritarian learning
105.
automata learning
106.
bayesian learning
107.
BIM-enabled learning
108.
BIM-enabled learning environment
109.
biophilic learning environments
110.
blended learning
111.
business school as learning organization
112.
business school learning organization questionnaire (BSLOQ)
113.
business school learning rate dependence on GPD
114.
business school learning rate measurement instrument
115.
challenge-based learning
116.
Challenge-Based Learning (CBL)
117.
client learning
118.
Collaborative e-learning
119.
collaborative learning
120.
competence based learning
121.
competence learning
122.
competence-based learning
123.
competency based learning
124.
Component organised learning (COL)
125.
computer assisted language learning
126.
computer based learning
127.
computer-assisted language learning (CALL)
128.
contrastive learning
129.
cooperative reinforcement learning
130.
coping with online teaching and learning
131.
customer learning
132.
deep learning
133.
deep learning (DL)
134.
deep learning classifier
135.
deep learning method
136.
deep learning methods
137.
deep learning model
138.
deep learning model quantization
139.
deep learning network
140.
deep reinforcement learning
141.
Deep reinforcing learning SDN
142.
Deep-learning
143.
deep-learning (DL)
144.
dictionary learning
145.
digital learning module
146.
digital remote learning
147.
Dimensions of Learning Organisation Questionnaire (DLOQ)
148.
distance learning
149.
distant learning
150.
distributed independent reinforcement learning
151.
double Q-learning
152.
effective teaching and learning
153.
e-learning
154.
e‐learning
155.
e-Learning course
156.
e-Learning database
157.
e-learning environment
158.
electronic learning
159.
embedded deep learning
160.
Emergency remote learning
161.
ensemble learning
162.
enterprising and entrepreneurial learning
163.
entrepreneurial learning
164.
entrepreneurial teaching and learning
165.
ESG-learning
166.
experiential learning
167.
Federated learning
168.
federated learning (FL)
169.
flexible learning
170.
game based learning
171.
game-based learning
172.
guided in-service learning
173.
hands-on-learning
174.
history learning
175.
horizontal federated learning
176.
human-centred learning
177.
hybrid learning
178.
Immersive Learning
179.
incremental learning
180.
inductive learning
181.
inductive learning algorithm
182.
interactive learning objects
183.
interdisciplinary learning
184.
inverse reinforcement learning
185.
investor learning
186.
iterative learning
187.
Kolb’s experiential learning cycle
188.
language learning
189.
Learner-centered learning environment
190.
learning
191.
learning (artificial intelligence)
192.
learning activities
193.
learning adaptation in autonomous vehicles
194.
learning algorithm
195.
learning analysis
196.
learning analytics
197.
learning and experimentation
198.
learning and health outcomes
199.
learning and memory
200.
learning business school
201.
learning by teaching
202.
learning concept
203.
learning content
204.
learning design
205.
learning difficulties
206.
Learning environment
207.
learning experience
208.
learning factory
209.
Learning from Demonstration
210.
learning infrastructures
211.
Learning Lab
212.
learning management
213.
learning management system
214.
learning management systems
215.
learning methodology
216.
learning metrics
217.
learning models
218.
learning motivation
219.
learning objectives
220.
learning objects
221.
learning organization
222.
learning orientation
223.
learning outcomes
224.
learning process
225.
learning processes
226.
learning rate
227.
learning rate dependence on ownership form
228.
learning rate of organization
229.
learning region
230.
learning situation
231.
learning software agents
232.
learning styles
233.
learning systems
234.
learning technologies
235.
learning theories
236.
learning through the questionnaires
237.
learning university
238.
learning-to-rank
239.
lifelong learning
240.
long-short term learning
241.
mathematics students learning habits
242.
Meaningful learning
243.
measuring learning
244.
mobile learning
245.
model learning
246.
Multi-agent reinforcement learning
247.
multi-task learning
248.
mutual learning
249.
new learning models
250.
node embedding learning
251.
NREN e-learning
252.
on-device transfer learning
253.
online learning
254.
ontologies for learning systems
255.
ontology learning
256.
Open Learning Resources (OLR)
257.
organisational learning
258.
organizational learning
259.
organizational learning measurement instruments
260.
organizational learning rate dependence on management
261.
organizational learning rate measurement
262.
outcome oriented learning
263.
peer‐to‐peer learning group
264.
personalised learning
265.
Personalized learning
266.
policy learning
267.
problem-based learning
268.
Problem-based learning (PBL)
269.
project learning
270.
project-based learning
271.
Q-learning
272.
Q-learning algorithm
273.
query learning
274.
regional learning
275.
reinforcement learning
276.
Reinforcement Learning (RL)
277.
relative learning performance
278.
Remote learning
279.
research-oriented learning
280.
reusable learning objects
281.
scholarship of teaching and learning
282.
self learning software
283.
self learning system
284.
self-learning
285.
self-regulated learning
286.
semi-supervised learning
287.
sequence of learning activities
288.
SIS problem, learning with errors
289.
smart learning
290.
smart learning environment
291.
social learning
292.
socio-emotional learning
293.
stochastic learning theory
294.
student centred learning
295.
supervised contrastive learning
296.
supervised learning
297.
supervised learning data
298.
synchronous hybrid learning
299.
zero-shot learning
300.
task based learning
301.
team learning
302.
Technological learning
303.
technology-enhanced learning
304.
the dimensions of the learning organisation
305.
the dimensions of the learning organization questionnaire (DLOQ)
306.
tools for interactive learning and teaching
307.
trans-disciplinary social-learning
308.
transfer learning
309.
true online reinforcement learning
310.
ubiquitous learning
311.
unsupervised learning
312.
urban learning center
313.
value of learning
314.
web and computerbased learning
315.
Web and computer-based learning
316.
virtual collaborative learning environment (VCLE)
317.
virtual learning environment
318.
virtual learning factory
319.
work-based learning
320.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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