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51
journal article EST
/
journal article ENG
An exhaustive multi-aspect analysis of swarm intelligence algorithms in numerical association rule mining
Kaushik, Minakshi
;
Sharma, Rahul
;
Koiva, Pilleriin
;
Fister, Iztok
;
Draheim, Dirk
IEEE Access
2024
/
p. 138985 - 139002
https://doi.org/10.1109/ACCESS.2024.3417334
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
52
journal article EST
/
journal article ENG
Experts still needed : boosting long-term android malware detection with active learning
Guerra-Manzanares, Alejandro
;
Bahsi, Hayretdin
Journal of Computer Virology and Hacking Techniques
2024
/
p. 901 - 918
https://doi.org/10.1007/s11416-024-00536-y
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
53
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
54
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
;
Shams Ghahfarokhi, Payam
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
55
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
56
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
57
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
58
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
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journal article EST
/
journal article ENG
59
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
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journal article EST
/
journal article ENG
60
book article
Holistic cyber threat modeling for machine learning-based systems: a case study in healthcare
Jaal, Janno
;
Bahsi, Hayretdin
Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2025). Volume 2: HEALTHINF
2025
/
p. 319-329
https://doi.org/10.5220/0013372300003911
book article
61
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
62
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
63
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
64
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
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journal article EST
/
journal article ENG
65
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
66
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
67
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
68
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
69
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
70
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
71
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
72
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
73
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
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journal article EST
/
journal article ENG
74
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
75
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
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journal article EST
/
journal article ENG
Number of records 154, displaying
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331
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 applications in power systems
12.
machine learning approach
13.
Machine Learning Explainable model
14.
machine learning for environmental applications
15.
machine learning models
16.
machine learning systems
17.
machine-learning
18.
machine-learning predictive model
19.
Parkinson’s disease machine learning
20.
probability-informed machine learning
21.
robust machine learning
22.
small data machine learning
23.
supervised machine learning
24.
unsupervised machine learning
25.
machine-to-machine communications
26.
AC machine
27.
Algorithmic State Machine - ASM
28.
axial flux machine
29.
axial flux switched reluctance machine
30.
bearingless machine
31.
brushless machine
32.
coordinate measurring machine
33.
electric machine
34.
electric machine analysis computing
35.
electric machine control
36.
electrical machine
37.
electrical machine cooling
38.
electrical machine design
39.
finite state machine
40.
Finite State Machine - FSM
41.
flux switching machine
42.
hierarchical finite state machine
43.
high-frequency machine modeling
44.
human machine interaction
45.
human machine systems
46.
human-machine interaction
47.
human-machine interactions
48.
human-machine interface
49.
human-machine system
50.
induction machine
51.
interior permanent magnet machine
52.
interior permanent-magnet synchronous machine (IPMSM)
53.
logic machine
54.
low-resource machine translation
55.
machine bearings
56.
machine condition monitoring
57.
machine control
58.
machine design
59.
machine elements
60.
machine error
61.
machine housing
62.
machine tools
63.
machine translation
64.
machine vector control
65.
machine windings
66.
machine vision
67.
machine-checked proofs
68.
machine-translation
69.
man-machine systems
70.
massive machine type communication (mMTC)
71.
massive machine-type communication (mMTC)
72.
massive machine-type communication devices (mMTC)
73.
massive machine-type communications (mMTC)
74.
massive Machine-Type connections (mMTC)
75.
multi-class support vector machine (m-SVM)
76.
multi-machine
77.
multi-machine industrial power plant
78.
multi-machine power system
79.
multi-stream interaction machine
80.
neural machine translation
81.
outer-rotor machine
82.
permanent magnet (PM) synchronous machine
83.
permanent magnet flux-switching machine
84.
permanent magnet machine
85.
permanent magnet synchronous machine (PMSM)
86.
reluctance machine
87.
sewing machine operator
88.
spoke-type PM machine
89.
state machine
90.
support vector machine
91.
surface permanent magnet machine (SPM)
92.
switched reluctance machine
93.
switched reluctance machine (SRM)
94.
synchronous machine
95.
TBM (tunnel boring machine)
96.
totally enclosed fan-cooled machine
97.
universal friction machine
98.
virtual synchronous machine
99.
active blended learning
100.
active learning
101.
active learning and engagement
102.
active learning methods
103.
adaptive learning
104.
algorithm controlling the learning process
105.
appetitive associative learning
106.
approach to learning
107.
Artificial Intelligence in learning
108.
Attitude to learning
109.
authoritarian learning
110.
automata learning
111.
bayesian learning
112.
BIM-enabled learning
113.
BIM-enabled learning environment
114.
biophilic learning environments
115.
blended learning
116.
business school as learning organization
117.
business school learning organization questionnaire (BSLOQ)
118.
business school learning rate dependence on GPD
119.
business school learning rate measurement instrument
120.
challenge-based learning
121.
Challenge-Based Learning (CBL)
122.
city-to-city learning
123.
client learning
124.
Collaborative e-learning
125.
collaborative learning
126.
competence based learning
127.
competence learning
128.
competence-based learning
129.
competency based learning
130.
Component organised learning (COL)
131.
computer assisted language learning
132.
computer based learning
133.
computer-assisted language learning (CALL)
134.
contrastive learning
135.
cooperative reinforcement learning
136.
coping with online teaching and learning
137.
customer learning
138.
deep learning
139.
deep learning (DL)
140.
deep learning classifier
141.
deep learning method
142.
deep learning methods
143.
deep learning model
144.
deep learning model quantization
145.
deep learning network
146.
deep reinforcement learning
147.
Deep reinforcing learning SDN
148.
Deep-learning
149.
deep-learning (DL)
150.
dictionary learning
151.
digital learning module
152.
digital remote learning
153.
Dimensions of Learning Organisation Questionnaire (DLOQ)
154.
distance learning
155.
distant learning
156.
distributed independent reinforcement learning
157.
double Q-learning
158.
effective teaching and learning
159.
e-learning
160.
e‐learning
161.
e-Learning course
162.
e-Learning database
163.
e-learning environment
164.
electronic learning
165.
embedded deep learning
166.
Emergency remote learning
167.
ensemble learning
168.
enterprising and entrepreneurial learning
169.
entrepreneurial learning
170.
entrepreneurial teaching and learning
171.
ESG-learning
172.
experiential learning
173.
Federated learning
174.
federated learning (FL)
175.
flexible learning
176.
game based learning
177.
game-based learning
178.
Gamified learning
179.
guided in-service learning
180.
hands-on-learning
181.
history learning
182.
horizontal federated learning
183.
human-centred learning
184.
hybrid learning
185.
Immersive Learning
186.
inclusive learning
187.
incremental learning
188.
inductive learning
189.
inductive learning algorithm
190.
interactive learning objects
191.
interdisciplinary learning
192.
inverse reinforcement learning
193.
investor learning
194.
iterative learning
195.
Kolb’s experiential learning cycle
196.
language learning
197.
Learner-centered learning environment
198.
learning
199.
learning (artificial intelligence)
200.
learning activities
201.
learning adaptation in autonomous vehicles
202.
learning algorithm
203.
learning analysis
204.
learning analytics
205.
learning and experimentation
206.
learning and health outcomes
207.
learning and memory
208.
learning business school
209.
learning by teaching
210.
learning concept
211.
learning content
212.
learning design
213.
learning difficulties
214.
Learning environment
215.
learning experience
216.
learning factory
217.
Learning from Demonstration
218.
learning infrastructures
219.
Learning Lab
220.
learning management
221.
learning management system
222.
learning management systems
223.
learning methodology
224.
learning metrics
225.
learning models
226.
learning motivation
227.
learning objectives
228.
learning objects
229.
learning organization
230.
learning orientation
231.
learning outcomes
232.
learning process
233.
learning processes
234.
learning rate
235.
learning rate dependence on ownership form
236.
learning rate of organization
237.
learning region
238.
learning situation
239.
learning software agents
240.
learning styles
241.
learning systems
242.
learning technologies
243.
learning theories
244.
learning through the questionnaires
245.
learning university
246.
learning-to-rank
247.
lifelong learning
248.
long-short term learning
249.
mathematics students learning habits
250.
Meaningful learning
251.
measuring learning
252.
mobile learning
253.
model learning
254.
Multi-agent deep reinforcement learning
255.
Multi-agent reinforcement learning
256.
multi-task learning
257.
mutual learning
258.
new learning models
259.
node embedding learning
260.
NREN e-learning
261.
on-device transfer learning
262.
online learning
263.
ontologies for learning systems
264.
ontology learning
265.
Open Learning Resources (OLR)
266.
organisational learning
267.
organizational learning
268.
organizational learning measurement instruments
269.
organizational learning rate dependence on management
270.
organizational learning rate measurement
271.
outcome oriented learning
272.
peer‐to‐peer learning group
273.
personalised learning
274.
personalized learning
275.
policy learning
276.
problem-based learning
277.
Problem-based learning (PBL)
278.
project learning
279.
project-based learning
280.
Q-learning
281.
Q-learning algorithm
282.
query learning
283.
regional learning
284.
reinforcement learning
285.
Reinforcement Learning (RL)
286.
relative learning performance
287.
Remote learning
288.
research-oriented learning
289.
reusable learning objects
290.
scholarship of teaching and learning
291.
self learning software
292.
self learning system
293.
self-learning
294.
self-regulated learning
295.
semi-supervised learning
296.
sequence of learning activities
297.
sequence to sequence learning
298.
sequential learning
299.
SIS problem, learning with errors
300.
smart learning
301.
smart learning environment
302.
social learning
303.
socio-emotional learning
304.
stochastic learning theory
305.
student centred learning
306.
supervised contrastive learning
307.
supervised learning
308.
supervised learning data
309.
synchronous hybrid learning
310.
zero-shot learning
311.
task based learning
312.
team learning
313.
Technological learning
314.
technology-enhanced learning
315.
the dimensions of the learning organisation
316.
the dimensions of the learning organization questionnaire (DLOQ)
317.
tools for interactive learning and teaching
318.
trans-disciplinary social-learning
319.
transfer learning
320.
true online reinforcement learning
321.
ubiquitous learning
322.
unsupervised learning
323.
urban learning center
324.
value of learning
325.
web and computerbased learning
326.
Web and computer-based learning
327.
virtual collaborative learning environment (VCLE)
328.
virtual learning environment
329.
virtual learning factory
330.
work-based learning
331.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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