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51
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
52
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
53
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
54
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
55
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
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
56
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
57
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
58
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
59
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
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Article at WOS
journal article EST
/
journal article ENG
60
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
61
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
62
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
63
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
Related publications
1
Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
64
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
65
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
66
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
67
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
68
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
69
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
70
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
71
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
72
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
73
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
74
book article
Lowering uncertainty of cancer classification
Okun, O.
;
Priisalu, Helen
Proceedings of IPMU'08
2008
/
p. 543-550 : ill
book article
75
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
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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 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.
Attitude to learning
105.
authoritarian learning
106.
automata learning
107.
bayesian learning
108.
BIM-enabled learning
109.
BIM-enabled learning environment
110.
biophilic learning environments
111.
blended learning
112.
business school as learning organization
113.
business school learning organization questionnaire (BSLOQ)
114.
business school learning rate dependence on GPD
115.
business school learning rate measurement instrument
116.
challenge-based learning
117.
Challenge-Based Learning (CBL)
118.
city-to-city learning
119.
client learning
120.
Collaborative e-learning
121.
collaborative learning
122.
competence based learning
123.
competence learning
124.
competence-based learning
125.
competency based learning
126.
Component organised learning (COL)
127.
computer assisted language learning
128.
computer based learning
129.
computer-assisted language learning (CALL)
130.
contrastive learning
131.
cooperative reinforcement learning
132.
coping with online teaching and learning
133.
customer learning
134.
deep learning
135.
deep learning (DL)
136.
deep learning classifier
137.
deep learning method
138.
deep learning methods
139.
deep learning model
140.
deep learning model quantization
141.
deep learning network
142.
deep reinforcement learning
143.
Deep reinforcing learning SDN
144.
Deep-learning
145.
deep-learning (DL)
146.
dictionary learning
147.
digital learning module
148.
digital remote learning
149.
Dimensions of Learning Organisation Questionnaire (DLOQ)
150.
distance learning
151.
distant learning
152.
distributed independent reinforcement learning
153.
double Q-learning
154.
effective teaching and learning
155.
e-learning
156.
e‐learning
157.
e-Learning course
158.
e-Learning database
159.
e-learning environment
160.
electronic learning
161.
embedded deep learning
162.
Emergency remote learning
163.
ensemble learning
164.
enterprising and entrepreneurial learning
165.
entrepreneurial learning
166.
entrepreneurial teaching and learning
167.
ESG-learning
168.
experiential learning
169.
Federated learning
170.
federated learning (FL)
171.
flexible learning
172.
game based learning
173.
game-based learning
174.
Gamified learning
175.
guided in-service learning
176.
hands-on-learning
177.
history learning
178.
horizontal federated learning
179.
human-centred learning
180.
hybrid learning
181.
Immersive Learning
182.
incremental learning
183.
inductive learning
184.
inductive learning algorithm
185.
interactive learning objects
186.
interdisciplinary learning
187.
inverse reinforcement learning
188.
investor learning
189.
iterative learning
190.
Kolb’s experiential learning cycle
191.
language learning
192.
Learner-centered learning environment
193.
learning
194.
learning (artificial intelligence)
195.
learning activities
196.
learning adaptation in autonomous vehicles
197.
learning algorithm
198.
learning analysis
199.
learning analytics
200.
learning and experimentation
201.
learning and health outcomes
202.
learning and memory
203.
learning business school
204.
learning by teaching
205.
learning concept
206.
learning content
207.
learning design
208.
learning difficulties
209.
Learning environment
210.
learning experience
211.
learning factory
212.
Learning from Demonstration
213.
learning infrastructures
214.
Learning Lab
215.
learning management
216.
learning management system
217.
learning management systems
218.
learning methodology
219.
learning metrics
220.
learning models
221.
learning motivation
222.
learning objectives
223.
learning objects
224.
learning organization
225.
learning orientation
226.
learning outcomes
227.
learning process
228.
learning processes
229.
learning rate
230.
learning rate dependence on ownership form
231.
learning rate of organization
232.
learning region
233.
learning situation
234.
learning software agents
235.
learning styles
236.
learning systems
237.
learning technologies
238.
learning theories
239.
learning through the questionnaires
240.
learning university
241.
learning-to-rank
242.
lifelong learning
243.
long-short term learning
244.
mathematics students learning habits
245.
Meaningful learning
246.
measuring learning
247.
mobile learning
248.
model learning
249.
Multi-agent reinforcement learning
250.
multi-task learning
251.
mutual learning
252.
new learning models
253.
node embedding learning
254.
NREN e-learning
255.
on-device transfer learning
256.
online learning
257.
ontologies for learning systems
258.
ontology learning
259.
Open Learning Resources (OLR)
260.
organisational learning
261.
organizational learning
262.
organizational learning measurement instruments
263.
organizational learning rate dependence on management
264.
organizational learning rate measurement
265.
outcome oriented learning
266.
peer‐to‐peer learning group
267.
personalised learning
268.
Personalized learning
269.
policy learning
270.
problem-based learning
271.
Problem-based learning (PBL)
272.
project learning
273.
project-based learning
274.
Q-learning
275.
Q-learning algorithm
276.
query learning
277.
regional learning
278.
reinforcement learning
279.
Reinforcement Learning (RL)
280.
relative learning performance
281.
Remote learning
282.
research-oriented learning
283.
reusable learning objects
284.
scholarship of teaching and learning
285.
self learning software
286.
self learning system
287.
self-learning
288.
self-regulated learning
289.
semi-supervised learning
290.
sequence of learning activities
291.
sequence to sequence learning
292.
sequential learning
293.
SIS problem, learning with errors
294.
smart learning
295.
smart learning environment
296.
social learning
297.
socio-emotional learning
298.
stochastic learning theory
299.
student centred learning
300.
supervised contrastive learning
301.
supervised learning
302.
supervised learning data
303.
synchronous hybrid learning
304.
zero-shot learning
305.
task based learning
306.
team learning
307.
Technological learning
308.
technology-enhanced learning
309.
the dimensions of the learning organisation
310.
the dimensions of the learning organization questionnaire (DLOQ)
311.
tools for interactive learning and teaching
312.
trans-disciplinary social-learning
313.
transfer learning
314.
true online reinforcement learning
315.
ubiquitous learning
316.
unsupervised learning
317.
urban learning center
318.
value of learning
319.
web and computerbased learning
320.
Web and computer-based learning
321.
virtual collaborative learning environment (VCLE)
322.
virtual learning environment
323.
virtual learning factory
324.
work-based learning
325.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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