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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
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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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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
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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
Integration of MALDI-TOF MS technique with artificial intelligence for enhanced detection of biological warfare agents
Karpichev, Yevgen
;
Udal, Andres
;
Zovo, Kairit
;
Bragina, Olga
;
Dolias, Georges
;
Kirtsanis, Georgios
;
Vrochidis, Stefanos
;
Kintzios, Spyridon
;
Valderrama, Alejandra Vargas
;
Bentahir, Mostafa
12th Symposium on CBRNE threats : NBC-2025 Symposium Proceedings, Kokkola, Finland, 9–12 June 2025
2025
/
p. 23–29
book article
73
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
74
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
75
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
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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 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 control
19.
machine-learning predictive model
20.
Parkinson’s disease machine learning
21.
probability-informed machine learning
22.
robust machine learning
23.
small data machine learning
24.
Statistical Machine learning
25.
supervised machine learning
26.
unsupervised machine learning
27.
machine-to-machine communications
28.
AC machine
29.
Algorithmic State Machine - ASM
30.
axial flux machine
31.
axial flux switched reluctance machine
32.
bearingless machine
33.
brushless machine
34.
coordinate measurring machine
35.
electric machine
36.
electric machine analysis computing
37.
electric machine control
38.
electrical machine
39.
electrical machine cooling
40.
electrical machine design
41.
finite state machine
42.
Finite State Machine - FSM
43.
flux switching machine
44.
hierarchical finite state machine
45.
high-frequency machine modeling
46.
human machine interaction
47.
human machine systems
48.
human-machine interaction
49.
human-machine interactions
50.
human-machine interface
51.
human-machine system
52.
induction machine
53.
interior permanent magnet machine
54.
interior permanent-magnet synchronous machine (IPMSM)
55.
logic machine
56.
low-resource machine translation
57.
machine bearings
58.
machine condition monitoring
59.
machine control
60.
machine design
61.
machine elements
62.
machine error
63.
machine housing
64.
machine tools
65.
machine translation
66.
machine vector control
67.
machine windings
68.
machine vision
69.
machine-checked proofs
70.
machine-translation
71.
man-machine systems
72.
massive machine type communication (mMTC)
73.
massive machine-type communication (mMTC)
74.
massive machine-type communication devices (mMTC)
75.
massive machine-type communications (mMTC)
76.
massive Machine-Type connections (mMTC)
77.
multi-class support vector machine (m-SVM)
78.
multi-machine
79.
multi-machine industrial power plant
80.
multi-machine power system
81.
multi-stream interaction machine
82.
neural machine translation
83.
outer-rotor machine
84.
permanent magnet (PM) synchronous machine
85.
permanent magnet flux-switching machine
86.
permanent magnet machine
87.
permanent magnet synchronous machine (PMSM)
88.
reluctance machine
89.
sewing machine operator
90.
spoke-type PM machine
91.
state machine
92.
support vector machine
93.
surface permanent magnet machine (SPM)
94.
switched reluctance machine
95.
switched reluctance machine (SRM)
96.
synchronous machine
97.
TBM (tunnel boring machine)
98.
totally enclosed fan-cooled machine
99.
universal friction machine
100.
virtual synchronous machine
101.
active blended learning
102.
active learning
103.
active learning and engagement
104.
active learning methods
105.
adaptive learning
106.
algorithm controlling the learning process
107.
appetitive associative learning
108.
approach to learning
109.
Artificial Intelligence in learning
110.
Attitude to learning
111.
authoritarian learning
112.
automata learning
113.
bayesian learning
114.
BIM-enabled learning
115.
BIM-enabled learning environment
116.
biophilic learning environments
117.
blended learning
118.
business school as learning organization
119.
business school learning organization questionnaire (BSLOQ)
120.
business school learning rate dependence on GPD
121.
business school learning rate measurement instrument
122.
challenge-based learning
123.
Challenge-Based Learning (CBL)
124.
city-to-city learning
125.
client learning
126.
Collaborative e-learning
127.
collaborative learning
128.
competence based learning
129.
competence learning
130.
competence-based learning
131.
competency based learning
132.
Component organised learning (COL)
133.
computer assisted language learning
134.
computer based learning
135.
computer-assisted language learning (CALL)
136.
context-aware learning system
137.
contrastive learning
138.
cooperative reinforcement learning
139.
coping with online teaching and learning
140.
customer learning
141.
deep learning
142.
deep learning (DL)
143.
deep learning classifier
144.
deep learning method
145.
deep learning methods
146.
deep learning model
147.
deep learning model quantization
148.
deep learning network
149.
deep reinforcement learning
150.
Deep reinforcing learning SDN
151.
Deep-learning
152.
deep-learning (DL)
153.
dictionary learning
154.
digital learning module
155.
digital learning tool design development
156.
digital remote learning
157.
Dimensions of Learning Organisation Questionnaire (DLOQ)
158.
distance learning
159.
distant learning
160.
distributed independent reinforcement learning
161.
double Q-learning
162.
effective teaching and learning
163.
e-learning
164.
e‐learning
165.
e-Learning course
166.
e-Learning database
167.
e-learning environment
168.
electronic learning
169.
embedded deep learning
170.
Emergency remote learning
171.
ensemble learning
172.
enterprising and entrepreneurial learning
173.
entrepreneurial learning
174.
entrepreneurial teaching and learning
175.
ESG-learning
176.
experiential learning
177.
Federated learning
178.
federated learning (FL)
179.
flexible learning
180.
game based learning
181.
game-based learning
182.
Gamified learning
183.
guided in-service learning
184.
hands-on learning
185.
hands-on-learning
186.
history learning
187.
horizontal federated learning
188.
human-centred learning
189.
hybrid learning
190.
Immersive Learning
191.
inclusive learning
192.
incremental learning
193.
inductive learning
194.
inductive learning algorithm
195.
interactive learning objects
196.
interdisciplinary learning
197.
inverse reinforcement learning
198.
investor learning
199.
iterative learning
200.
Kolb’s experiential learning cycle
201.
language learning
202.
Learner-centered learning environment
203.
learning
204.
learning (artificial intelligence)
205.
learning activities
206.
learning adaptation in autonomous vehicles
207.
learning algorithm
208.
learning analysis
209.
learning analytics
210.
learning and experimentation
211.
learning and health outcomes
212.
learning and memory
213.
learning business school
214.
learning by teaching
215.
learning concept
216.
learning content
217.
learning design
218.
learning difficulties
219.
Learning environment
220.
learning experience
221.
learning factory
222.
Learning from Demonstration
223.
learning infrastructures
224.
Learning Lab
225.
learning management
226.
learning management system
227.
learning management systems
228.
learning methodology
229.
learning metrics
230.
learning models
231.
learning motivation
232.
learning objectives
233.
learning objects
234.
learning organization
235.
learning orientation
236.
learning outcomes
237.
learning process
238.
learning processes
239.
learning rate
240.
learning rate dependence on ownership form
241.
learning rate of organization
242.
learning region
243.
learning situation
244.
learning software agents
245.
learning styles
246.
learning systems
247.
learning technologies
248.
learning theories
249.
learning through the questionnaires
250.
learning university
251.
learning-to-rank
252.
lifelong learning
253.
long-short term learning
254.
mathematics students learning habits
255.
Meaningful learning
256.
measuring learning
257.
mobile learning
258.
model learning
259.
Multi-agent deep reinforcement learning
260.
Multi-agent reinforcement learning
261.
multi-task learning
262.
mutual learning
263.
new learning models
264.
node embedding learning
265.
NREN e-learning
266.
on-device transfer learning
267.
online distance learning
268.
online learning
269.
ontologies for learning systems
270.
ontology learning
271.
Open Learning Resources (OLR)
272.
organisational learning
273.
organizational learning
274.
organizational learning measurement instruments
275.
organizational learning rate dependence on management
276.
organizational learning rate measurement
277.
outcome oriented learning
278.
peer‐to‐peer learning group
279.
personalised learning
280.
personalized learning
281.
policy learning
282.
problem-based learning
283.
Problem-based learning (PBL)
284.
project learning
285.
project-based learning
286.
Q-learning
287.
Q-learning algorithm
288.
query learning
289.
regional learning
290.
reinforcement learning
291.
Reinforcement Learning (RL)
292.
relative learning performance
293.
Remote learning
294.
research-oriented learning
295.
reusable learning objects
296.
scholarship of teaching and learning
297.
second language learning
298.
self learning software
299.
self learning system
300.
self-learning
301.
self-regulated learning
302.
semi-supervised learning
303.
sequence of learning activities
304.
sequence to sequence learning
305.
sequential learning
306.
SIS problem, learning with errors
307.
smart learning
308.
smart learning environment
309.
social learning
310.
socio-emotional learning
311.
stochastic learning theory
312.
student centred learning
313.
supervised contrastive learning
314.
supervised learning
315.
supervised learning data
316.
synchronous hybrid learning
317.
zero-shot learning
318.
task based learning
319.
team learning
320.
Technological learning
321.
technology-enhanced learning
322.
the dimensions of the learning organisation
323.
the dimensions of the learning organization questionnaire (DLOQ)
324.
tools for interactive learning and teaching
325.
trans-disciplinary social-learning
326.
transfer learning
327.
true online reinforcement learning
328.
ubiquitous learning
329.
unsupervised learning
330.
urban learning center
331.
value of learning
332.
web and computerbased learning
333.
Web and computer-based learning
334.
virtual collaborative learning environment (VCLE)
335.
virtual learning environment
336.
virtual learning factory
337.
work-based learning
338.
workplace learning
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ELIXIR Machine Learning Focus Group
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UNDP Urban Learning Center
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TalTech department
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Valikud
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