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51
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
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
52
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
53
journal article
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
journal article
54
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
Seotud publikatsioonid
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
55
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
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Article at WOS
journal article EST
/
journal article ENG
56
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
57
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
58
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
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journal article EST
/
journal article ENG
59
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
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Article at WOS
journal article EST
/
journal article ENG
60
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
61
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
62
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
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Article at WOS
journal article EST
/
journal article ENG
Seotud publikatsioonid
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
63
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
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Article at WOS
journal article EST
/
journal article ENG
64
book article
Lowering uncertainty of cancer classification
Okun, O.
;
Priisalu, Helen
Proceedings of IPMU'08
2008
/
p. 543-550 : ill
book article
65
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
Seotud publikatsioonid
1
Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
66
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
Article at Scopus
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journal article EST
/
journal article ENG
67
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
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
68
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
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
69
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
70
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
71
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
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
72
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
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
73
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
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
Seotud publikatsioonid
1
Artificial intelligence driven approaches for fault prognostics of electrical machines using vibration spectrum analysis = Tehisintellektil põhinevad lähenemisviisid elektrimasinate rikete prognoosimiseks vibratsioonispektri analüüsi abil
74
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 EST
/
journal article ENG
Seotud publikatsioonid
1
Research and development of energy storage control strategies for residential area microgrids = Energiasalvestite juhtimisstrateegiate uurimine ja arendamine elamupiirkondade mikrovõrkudele
75
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
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journal article ENG
Number of records 127, displaying
51 - 75
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keyword
291
1.
adversarial machine learning
2.
adversarial machine-learning
3.
automatic machine learning (autoML)
4.
graph machine learning
5.
interpretable machine learning
6.
machine learning
7.
machine learning (ML)
8.
machine learning algorithms
9.
machine learning approach
10.
Machine Learning Explainable model
11.
machine learning for environmental applications
12.
machine learning models
13.
machine learning systems
14.
machine-learning
15.
machine-learning predictive model
16.
Parkinson’s disease machine learning
17.
robust machine learning
18.
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.
finite state machine
36.
Finite State Machine - FSM
37.
hierarchical finite state machine
38.
human machine interaction
39.
human machine systems
40.
human-machine interaction
41.
human-machine interactions
42.
human-machine interface
43.
human-machine system
44.
induction machine
45.
interior permanent magnet machine
46.
interior permanent-magnet synchronous machine (IPMSM)
47.
machine bearings
48.
machine condition monitoring
49.
machine control
50.
machine design
51.
machine elements
52.
machine error
53.
machine housing
54.
machine tools
55.
machine vector control
56.
machine windings
57.
machine vision
58.
machine-checked proofs
59.
machine-translation
60.
man-machine systems
61.
massive machine type communication (mMTC)
62.
massive machine-type communication (mMTC)
63.
massive machine-type communications (mMTC)
64.
massive Machine-Type connections (mMTC)
65.
multi-class support vector machine (m-SVM)
66.
multi-machine
67.
multi-machine industrial power plant
68.
multi-machine power system
69.
multi-stream interaction machine
70.
neural machine translation
71.
outer-rotor machine
72.
permanent magnet (PM) synchronous machine
73.
permanent magnet flux-switching machine
74.
permanent magnet machine
75.
permanent magnet synchronous machine (PMSM)
76.
reluctance machine
77.
sewing machine operator
78.
state machine
79.
support vector machine
80.
surface permanent magnet machine (SPM)
81.
switched reluctance machine
82.
switched reluctance machine (SRM)
83.
synchronous machine
84.
TBM (tunnel boring machine)
85.
totally enclosed fan-cooled machine
86.
universal friction machine
87.
virtual synchronous machine
88.
active blended learning
89.
active learning
90.
active learning methods
91.
algorithm controlling the learning process
92.
appetitive associative learning
93.
approach to learning
94.
Attitude to learning
95.
authoritarian learning
96.
automata learning
97.
BIM-enabled learning
98.
BIM-enabled learning environment
99.
blended learning
100.
business school as learning organization
101.
business school learning organization questionnaire (BSLOQ)
102.
business school learning rate dependence on GPD
103.
business school learning rate measurement instrument
104.
challenge-based learning
105.
client learning
106.
Collaborative e-learning
107.
collaborative learning
108.
competence based learning
109.
competence learning
110.
competence-based learning
111.
competency based learning
112.
Component organised learning (COL)
113.
computer assisted language learning
114.
computer based learning
115.
computer-assisted language learning (CALL)
116.
cooperative reinforcement learning
117.
coping with online teaching and learning
118.
customer learning
119.
deep learning
120.
deep learning (DL)
121.
deep learning classifier
122.
deep learning model
123.
deep learning model quantization
124.
deep learning network
125.
deep reinforcement learning
126.
Deep reinforcing learning SDN
127.
Deep-learning
128.
deep-learning (DL)
129.
dictionary learning
130.
digital learning module
131.
digital remote learning
132.
Dimensions of Learning Organisation Questionnaire (DLOQ)
133.
distance learning
134.
distant learning
135.
distributed independent reinforcement learning
136.
double Q-learning
137.
effective teaching and learning
138.
e-learning
139.
e‐learning
140.
e-Learning course
141.
e-Learning database
142.
e-learning environment
143.
electronic learning
144.
embedded deep learning
145.
Emergency remote learning
146.
ensemble learning
147.
enterprising and entrepreneurial learning
148.
entrepreneurial learning
149.
entrepreneurial teaching and learning
150.
ESG-learning
151.
experiential learning
152.
Federated learning
153.
federated learning (FL)
154.
flexible learning
155.
game based learning
156.
game-based learning
157.
guided in-service learning
158.
hands-on-learning
159.
history learning
160.
horizontal federated learning
161.
hybrid learning
162.
incremental learning
163.
inductive learning
164.
inductive learning algorithm
165.
interactive learning objects
166.
interdisciplinary learning
167.
inverse reinforcement learning
168.
investor learning
169.
iterative learning
170.
Kolb’s experiential learning cycle
171.
language learning
172.
Learner-centered learning environment
173.
learning
174.
learning (artificial intelligence)
175.
learning activities
176.
learning adaptation in autonomous vehicles
177.
learning algorithm
178.
learning analysis
179.
learning analytics
180.
learning and experimentation
181.
learning and health outcomes
182.
learning and memory
183.
learning business school
184.
learning by teaching
185.
learning concept
186.
learning design
187.
learning difficulties
188.
Learning environment
189.
learning experience
190.
learning infrastructures
191.
Learning Lab
192.
learning management
193.
learning management system
194.
learning management systems
195.
learning methodology
196.
learning metrics
197.
learning models
198.
learning motivation
199.
learning objectives
200.
learning objects
201.
learning organization
202.
learning orientation
203.
learning outcomes
204.
learning process
205.
learning processes
206.
learning rate
207.
learning rate dependence on ownership form
208.
learning rate of organization
209.
learning region
210.
learning situation
211.
learning software agents
212.
learning styles
213.
learning systems
214.
learning technologies
215.
learning theories
216.
learning through the questionnaires
217.
learning university
218.
learning-to-rank
219.
lifelong learning
220.
mathematics students learning habits
221.
Meaningful learning
222.
measuring learning
223.
mobile learning
224.
model learning
225.
Multi-agent reinforcement learning
226.
mutual learning
227.
new learning models
228.
node embedding learning
229.
NREN e-learning
230.
on-device transfer learning
231.
online learning
232.
ontologies for learning systems
233.
ontology learning
234.
Open Learning Resources (OLR)
235.
organisational learning
236.
organizational learning
237.
organizational learning measurement instruments
238.
organizational learning rate dependence on management
239.
organizational learning rate measurement
240.
outcome oriented learning
241.
peer‐to‐peer learning group
242.
personalised learning
243.
policy learning
244.
problem-based learning
245.
Problem-based learning (PBL)
246.
project learning
247.
project-based learning
248.
Q-learning
249.
Q-learning algorithm
250.
query learning
251.
regional learning
252.
reinforcement learning
253.
Reinforcement Learning (RL)
254.
relative learning performance
255.
Remote learning
256.
research-oriented learning
257.
reusable learning objects
258.
scholarship of teaching and learning
259.
self learning software
260.
self learning system
261.
self-learning
262.
self-regulated learning
263.
semi-supervised learning
264.
smart learning
265.
smart learning environment
266.
social learning
267.
stochastic learning theory
268.
supervised learning
269.
supervised learning data
270.
zero-shot learning
271.
task based learning
272.
team learning
273.
Technological learning
274.
technology-enhanced learning
275.
the dimensions of the learning organisation
276.
the dimensions of the learning organization questionnaire (DLOQ)
277.
tools for interactive learning and teaching
278.
trans-disciplinary social-learning
279.
transfer learning
280.
true online reinforcement learning
281.
ubiquitous learning
282.
unsupervised learning
283.
urban learning center
284.
value of learning
285.
web and computerbased learning
286.
Web and computer-based learning
287.
virtual collaborative learning environment (VCLE)
288.
virtual learning environment
289.
virtual learning factory
290.
work-based learning
291.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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