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26
book article
Enabling cross-layer reliability and functional safety assessment through ML-based compact models
Alexandrescu, Dan
;
Balakrishnan, Aneesh
;
Lange, Thomas
;
Glorieux, Maximilien
Proceedings : 2020 26th IEEE International Symposium on On-Line Testing and Robust System Design : IOLTS 2020, Napoli, Italy, July 13-16, 2020 : virtual edition
2020
/
6 p. : ill
https://doi.org/10.1109/IOLTS50870.2020.9159750
book article
Seotud publikatsioonid
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
27
journal article EST
/
journal article ENG
Ensemble approach for detection of depression using EEG features
Avots, Egils
;
Jermakovs, Klavs
;
Bachmann, Maie
;
Päeske, Laura
;
Ozcinar, Cagri
;
Anbarjafari, Gholamreza
Entropy
2022
/
art. 211
https://doi.org/10.3390/e24020211
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
28
book article
Estimating UWB positioning integrity based on ranging residuals
Tommingas, Mihkel
;
Ulp, Sander
;
Alam, Muhammad Mahtab
;
Müürsepp, Ivo
;
Laadung, Taavi
2023 24th International Conference on Applied Electromagnetics and Communications (ICECOM)
2023
/
5 p
https://doi.org/10.1109/ICECOM58258.2023.10367954
book article
29
book article
Evelekt AS turnover forecasting using the machine learning method
Reiman, Riido
AI IN BUSINESS : proceedings of the scientific workshop on business implications of artificial intelligence, June 7, 2022
2022
/
p. 58-60 : ill
https://www.ester.ee/record=b5506022*est
https://digikogu.taltech.ee/et/Item/2096bada-661d-4928-99a7-bfbce51825d8
book article
30
journal article EST
/
journal article ENG
Explainability and transparency of classifiers for air-handling unit faults using explainable artificial intelligence (XAI)
Meas, Molika
;
Machlev, Ram
;
Köse, Ahmet
;
Tepljakov, Aleksei
;
Loo, Lauri
;
Levron, Yoash
;
Petlenkov, Eduard
;
Belikov, Juri
Sensors
2022
/
art. 6338 : ill
https://doi.org/10.3390/s22176338
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
31
journal article EST
/
journal article ENG
Forecasting of energy consumption and production using recurrent neural networks
Shabbir, Noman
;
Kütt, Lauri
;
Jawad, Muhammad
;
Iqbal, Muhammad Naveed
;
Ghahfarokhi, Payam Shams
Advances in electrical and electronic engineering
2020
/
p. 190−197
https://doi.org/10.15598/aeee.v18i3.3597
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
32
book article
Forecasting short term wind energy generation using machine learning
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Kütt, Lauri
;
Iqbal, Muhammad Naveed
;
Rosin, Argo
2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), 7-9 October 2019 : conference proceedings
2019
/
4 p
https://doi.org/10.1109/RTUCON48111.2019.8982365
book article
33
journal article
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 article
34
journal article
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
2023
https://doi.org/10.1109/TMAG.2023.3312267
journal article
35
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
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
36
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
37
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
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
38
journal article
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 article
39
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
40
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
41
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
42
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
43
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
44
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
45
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
46
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
47
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
48
journal article
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 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
49
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
50
book article
Lowering uncertainty of cancer classification
Okun, O.
;
Priisalu, Helen
Proceedings of IPMU'08
2008
/
p. 543-550 : ill
book article
Number of records 99, displaying
26 - 50
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keyword
268
1.
adversarial machine learning
2.
adversarial machine-learning
3.
automatic machine learning (autoML)
4.
machine learning
5.
machine learning (ML)
6.
machine learning algorithms
7.
machine learning approach
8.
Machine Learning Explainable model
9.
machine learning for environmental applications
10.
machine-learning predictive model
11.
Parkinson’s disease machine learning
12.
robust machine learning
13.
small data machine learning
14.
supervised machine learning
15.
unsupervised machine learning
16.
machine-to-machine communications
17.
AC machine
18.
Algorithmic State Machine - ASM
19.
axial flux machine
20.
axial flux switched reluctance machine
21.
bearingless machine
22.
brushless machine
23.
coordinate measurring machine
24.
electric machine
25.
electric machine analysis computing
26.
electric machine control
27.
electrical machine
28.
electrical machine cooling
29.
electrical machine design
30.
finite state machine
31.
Finite State Machine - FSM
32.
hierarchical finite state machine
33.
human machine interaction
34.
human machine systems
35.
human-machine interaction
36.
human-machine interface
37.
human-machine system
38.
induction machine
39.
interior permanent magnet machine
40.
interior permanent-magnet synchronous machine (IPMSM)
41.
linear machine
42.
machine bearings
43.
machine condition monitoring
44.
machine control
45.
machine design
46.
machine elements
47.
machine error
48.
machine housing
49.
machine tools
50.
machine vector control
51.
machine windings
52.
machine vision
53.
machine-translation
54.
man-machine systems
55.
massive machine-type communication (mMTC)
56.
massive machine-type communications (mMTC)
57.
massive Machine-Type connections (mMTC)
58.
multi-class support vector machine (m-SVM)
59.
multi-machine
60.
multi-machine industrial power plant
61.
multi-machine power system
62.
multi-stream interaction machine
63.
outer-rotor machine
64.
permanent magnet (PM) synchronous machine
65.
permanent magnet flux-switching machine
66.
permanent magnet machine
67.
permanent magnet synchronous machine (PMSM)
68.
sewing machine operator
69.
state machine
70.
support vector machine
71.
surface permanent magnet machine (SPM)
72.
switched reluctance machine
73.
switched reluctance machine (SRM)
74.
synchronous machine
75.
TBM (tunnel boring machine)
76.
totally enclosed fan-cooled machine
77.
universal friction machine
78.
virtual synchronous machine
79.
active learning
80.
active learning methods
81.
algorithm controlling the learning process
82.
appetitive associative learning
83.
approach to learning
84.
Attitude to learning
85.
authoritarian learning
86.
automata learning
87.
BIM-enabled learning
88.
BIM-enabled learning environment
89.
blended learning
90.
business school as learning organization
91.
business school learning organization questionnaire (BSLOQ)
92.
business school learning rate dependence on GPD
93.
business school learning rate measurement instrument
94.
client learning
95.
Collaborative e-learning
96.
collaborative learning
97.
competence based learning
98.
competence learning
99.
competence-based learning
100.
competency based learning
101.
Component organised learning (COL)
102.
computer assisted language learning
103.
computer based learning
104.
computer-assisted language learning (CALL)
105.
cooperative reinforcement learning
106.
coping with online teaching and learning
107.
customer learning
108.
deep learning
109.
deep learning (DL)
110.
deep learning classifier
111.
deep learning model
112.
deep learning network
113.
deep reinforcement learning
114.
Deep reinforcing learning SDN
115.
Deep-learning
116.
deep-learning (DL)
117.
dictionary learning
118.
digital learning module
119.
Dimensions of Learning Organisation Questionnaire (DLOQ)
120.
distance learning
121.
distant learning
122.
distributed independent reinforcement learning
123.
double Q-learning
124.
effective teaching and learning
125.
e-learning
126.
e‐learning
127.
e-Learning course
128.
e-Learning database
129.
e-learning environment
130.
electronic learning
131.
embedded deep learning
132.
Emergency remote learning
133.
ensemble learning
134.
enterprising and entrepreneurial learning
135.
entrepreneurial learning
136.
entrepreneurial teaching and learning
137.
experiential learning
138.
Federated learning
139.
federated learning (FL)
140.
flexible learning
141.
game based learning
142.
game-based learning
143.
guided in-service learning
144.
hands-on-learning
145.
history learning
146.
hybrid learning
147.
incremental learning
148.
inductive learning
149.
inductive learning algorithm
150.
interactive learning objects
151.
interdisciplinary learning
152.
inverse reinforcement learning
153.
investor learning
154.
iterative learning
155.
Learner-centered learning environment
156.
learning
157.
learning (artificial intelligence)
158.
learning activities
159.
learning adaptation in autonomous vehicles
160.
learning algorithm
161.
learning analysis
162.
learning analytics
163.
learning and experimentation
164.
learning and health outcomes
165.
learning and memory
166.
learning business school
167.
learning by teaching
168.
learning concept
169.
learning difficulties
170.
Learning environment
171.
learning experience
172.
learning infrastructures
173.
Learning Lab
174.
learning management
175.
learning management system
176.
learning management systems
177.
learning methodology
178.
learning metrics
179.
learning models
180.
learning motivation
181.
learning objectives
182.
learning objects
183.
learning organization
184.
learning orientation
185.
learning outcomes
186.
learning process
187.
learning processes
188.
learning rate
189.
learning rate dependence on ownership form
190.
learning rate of organization
191.
learning region
192.
learning situation
193.
learning software agents
194.
learning styles
195.
learning systems
196.
learning technologies
197.
learning theories
198.
learning through the questionnaires
199.
learning university
200.
learning-to-rank
201.
lifelong learning
202.
mathematics students learning habits
203.
Meaningful learning
204.
measuring learning
205.
mobile learning
206.
model learning
207.
Multi-agent reinforcement learning
208.
mutual learning
209.
new learning models
210.
node embedding learning
211.
NREN e-learning
212.
on-device transfer learning
213.
online learning
214.
ontologies for learning systems
215.
ontology learning
216.
organisational learning
217.
organizational learning
218.
organizational learning measurement instruments
219.
organizational learning rate dependence on management
220.
organizational learning rate measurement
221.
outcome oriented learning
222.
peer‐to‐peer learning group
223.
personalised learning
224.
policy learning
225.
problem-based learning
226.
Problem-based learning (PBL)
227.
project learning
228.
project-based learning
229.
Q-learning
230.
Q-learning algorithm
231.
query learning
232.
regional learning
233.
reinforcement learning
234.
relative learning performance
235.
Remote learning
236.
research-oriented learning
237.
reusable learning objects
238.
scholarship of teaching and learning
239.
self learning software
240.
self learning system
241.
self-learning
242.
self-regulated learning
243.
semi-supervised learning
244.
smart learning
245.
smart learning environment
246.
social learning
247.
stochastic learning theory
248.
supervised learning
249.
supervised learning data
250.
task based learning
251.
team learning
252.
Technological learning
253.
the dimensions of the learning organisation
254.
the dimensions of the learning organization questionnaire (DLOQ)
255.
tools for interactive learning and teaching
256.
trans-disciplinary social-learning
257.
transfer learning
258.
true online reinforcement learning
259.
ubiquitous learning
260.
unsupervised learning
261.
urban learning center
262.
value of learning
263.
web and computerbased learning
264.
Web and computer-based learning
265.
virtual learning environment
266.
virtual learning factory
267.
work-based learning
268.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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