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26
book article
Explainable AI based fault detection and diagnosis system for air handling units
Belikov, Juri
;
Meas, Molika
;
Machlev, Ram
;
Köse, Ahmet
;
Tepljakov, Aleksei
;
Loo, Lauri
;
Petlenkov, Eduard
;
Levron, Yoash
Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics - ICINCO, 2022 , Lisbon, Portugal
2022
/
p. 271-279
https://doi.org/10.5220/0011350000003271
book article
27
book article
Exploring the Impact of Feature Selection on Non-Stationary Intrusion Detection Models in IoT Networks
Rehman, Muaan Ur
;
Bahsi, Hayretdin
;
Kalakoti, Rajesh
2025 22nd Annual International Conference on Privacy, Security, and Trust (PST) : Fredericton, NB, Canada, 2025 : conference proceedings
2025
/
10 p
https://doi.org/10.1109/PST65910.2025.11268886
Article at Scopus
Article at WOS
book article
Related publications
1
Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
28
journal article EST
/
journal article ENG
FedBranched : leveraging federated learning for anomaly-aware load forecasting in energy networks
Manzoor, Habib Ullah
;
Khan, Ahsan Raza
;
Flynn, David
;
Alam, Muhammad Mahtab
;
Akram, Muhammad
;
Imran, Muhammad Ali
;
Zoha, Ahmed
Sensors
2023
/
art. 3570
https://doi.org/10.3390/s23073570
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
29
journal article EST
/
journal article ENG
Forecasting Corona Losses on High Voltage Transmission Lines Using Machine Learning
Gupta, Pradeep Kumar
;
Tuttelberg, Kaur
;
Kilter, Jako
IEEE transactions on power delivery
2025
/
p. 2696-2705
https://doi.org/10.1109/TPWRD.2025.3593923
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Forecasting of Electrical Network Corona Losses Based on Machine Learning Methods = Masinõppe meetoditel põhinev elektrivõrgu koroonakadude prognoosimine
30
book article EST
/
book article ENG
Forecasting household demand-side flexibility using XGBoost for smart energy management
Qadar, Rana Muhammad Arslan
;
Shabbir, Noman
;
Kütt, Lauri
;
Daniel, Kamran
;
Peterson, Kristjan
;
Rosin, Argo
2025 IEEE 66th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)
2025
/
7 p
https://doi.org/10.1109/RTUCON67996.2025.11415089
Article at Scopus
book article EST
/
book article ENG
31
journal article EST
/
journal article ENG
Forecasting sea level maxima using machine learning with explainability and extreme value analysis
Rajabi Kiasari, Saeed
;
Delpeche-Ellmann, Nicole Camille
;
Ellmann, Artu
;
Soomere, Tarmo
International journal of applied earth observation and geoinformation
2026
/
art. 105064
https://doi.org/10.1016/j.jag.2025.105064
journal article EST
/
journal article ENG
Related publications
1
Development of Machine Learning Approaches for Geoid-referred Sea Level Forecasting = Masinõppe meetodite väljatöötamine geoidi suhtes määratletava merepinna taseme prognoosimiseks
32
book article EST
/
book article ENG
From sensors to Dempster-Shafer theory and back : the axiom of ambiguous sensor correctness and its applications
Draheim, Dirk
;
Tammet, Tanel
Database and Expert Systems Applications : 31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14–17, 2020 : Proceedings, Part I
2020
/
p. 3-19
https://doi.org/10.1007/978-3-030-59003-1_1
Conference proceedings at Scopus
Article at Scopus
Conference proceedings at WOS
Article at WOS
book article EST
/
book article ENG
33
book article EST
/
book article ENG
Hyperspectral scene classification for winter road navigation: A baseline comparison of classical machine learning and deep learning methods
Valme, Daniil
;
Rassõlkin, Anton
;
Liyanage, Dhanushka Chamara
2026 12th International Conference on Mechatronics and Robotics Engineering (ICMRE)
2026
/
p. 373-379
https://ieeexplore.ieee.org/document/11533949
https://doi.org/10.1109/ICMRE69538.2026.11533949
book article EST
/
book article ENG
34
book article
An integrated approach for pulse detection and classification of partial discharge (PD) signals
Choudhary, Maninder
;
Kiitam, Ivar
;
Palu, Ivo
2025 IEEE 66th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)
2025
/
7 p
https://doi.org/10.1109/RTUCON67996.2025.11415031
book article
35
journal article EST
/
journal article ENG
Inverse design of electrospun nanofibers : an XGBoost and PSO framework for targeted diameter control
Mahdian, Mehrab
;
Ender, Ferenc
;
Pardy, Tamas
techrxiv.org
2025
/
19 p
https://doi.org/10.36227/techrxiv.176462978.82946427/v1
journal article EST
/
journal article ENG
36
book article EST
/
book article ENG
Lightweight machine learning-based intrusion detection under class imbalance in smart grids
Saleh, Eman Salem Saadallah
;
Bahsi, Hayretdin
;
Chub, Andrii
2025 IEEE 66th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)
2025
/
6 p
https://doi.org/10.1109/RTUCON67996.2025.11415103
book article EST
/
book article ENG
37
journal article EST
/
journal article ENG
Machine learning assisted design of high-entropy alloys with ultra-high microhardness and unexpected low density
Zhao, Shunli
;
Jiang, Bin
;
Song, Kaikai
;
Liu, Xiaoming
;
Wang, Wenyu
;
Si, Dekun
;
Zhang, Jilei
;
Chen, Xiangyan
;
Zhou, Changshan
;
Liu, Pingping
;
Chen, Dong
;
Zhang, Zequn
;
Ramasamy, Parthiban
;
Tang, Junlei
;
Lv, Wenquan
;
Prashanth, Konda Gokuldoss
;
Sopu, Daniel
;
Eckert, Jurgen
Materials & design
2024
/
art. 112634
https://doi.org/10.1016/j.matdes.2024.112634
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
38
book article
Machine learning enabled fault-detection algorithms for optical spectrum-as-a-service users
Patri, Sai Kireet
;
Dick, Isabella
;
Kaeval, Kaida
;
Müller, Jasper
;
Pedreno-Manresa, Jose-Juan
;
Autenrieth, Achim
;
Elbers, Jörg-Peter
;
Tikas, Marko
;
Mas-Machuca, Carmen
2023 International Conference on Optical Network Design and Modeling (ONDM) : proceedings
2023
/
6 p. : ill
https://ieeexplore.ieee.org/document/10144858
book article
39
journal article EST
/
journal article ENG
Machine learning meets communication networks : current trends and future challenges
Ahmad, Ijaz
;
Shahabuddin, Shariar
;
Malik, Hassan
;
Leppänen, Teemu
;
Loven, Lauri
;
Anttonen, Antti
;
Sodhro, Ali Hassan
;
Alam, Muhammad Mahtab
;
Juntti, Markku
;
Yla-Jääski, Antti
IEEE Access
2020
/
art. 9274307, p. 223418-223460
https://doi.org/10.1109/ACCESS.2020.3041765
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
40
book article
Machine learning vs human learning
Henno, Jaak
;
Jaakkola, Hannu
;
Mäkelä, Jukka
2021 44th International Convention on Information, Communication and Electronic Technology (MIPRO), September 27 - October 1, 2021, Opatija, Croatia : proceedings
2021
/
p. 542−548
https://doi.org/10.23919/MIPRO52101.2021.9596771
book article
41
journal article EST
/
journal article ENG
A machine learning-based forensic tool for image classification - a design science approach
Del Mar-Raave, Joanna Rose
;
Bahsi, Hayretdin
;
Mrsic, Leo
;
Hausknecht, Kresimir
Forensic Science International : Digital Investigation
2021
/
art. 301265, 13 p
https://doi.org/10.1016/j.fsidi.2021.301265
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
42
journal article EST
/
journal article ENG
Machine Learning-Based High-Voltage Circuit Breaker Defect Classification Utilizing Savitzky-Golay Filter
Asefi, Sajjad
;
Asefi, Soheil
;
Afshari, Hossein
;
Kilter, Jako
;
Shayesteh, Ebrahim
;
Hilber, Patrik
;
Lindquist, Tommie
IEEE Transactions on Instrumentation and Measurement
2025
/
art. 3557009
https://doi.org/10.1109/TIM.2025.3604980
Journal metrics at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
43
journal article
Methodology for reconfigurable cobot-based quality control system for SME production
Moor, Madis
;
Sarkans, Martinš
;
Riives, Jüri
;
Otto, Tauno
;
Vano, Jaime Masia
International Journal of Engineering and Technology (IJET)
2024
/
p. 113-119
https://doi.org/10.7763/IJET.2024.V16.1265
journal article
44
book article
Model-free deep reinforcement learning-based current control for the dual-purpose dc-dc/ac power converter
Gutierrez-Escalona, Javier
;
Roncero-Clemente, Carlos
;
Husev, Oleksandr
;
Matiushkin, Oleksandr
;
Barrero-Gonzalez, Fermin
;
Gonzalez-Romera, Eva
2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)
2024
/
6 p
https://doi.org/10.1109/CPE-POWERENG60842.2024.10604305
Article at Scopus
Article at WOS
book article
45
journal article EST
/
journal article ENG
Multi-objective machine learning optimization of cylindrical TPMS lattices for bone implants
Rezapourianghahfarokhi, Mansoureh
;
Cheloee Darabi, Ali
;
Khoshbin, Mohammadreza
;
Hussainova, Irina
Biomimetics
2025
/
art. 475, 18 p. : ill
https://doi.org/10.3390/biomimetics10070475
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
46
book article EST
/
book article ENG
Multi-step ahead short-term residential DC load forecasting : A comparative study of NGBoost-based algorithms
Shabbir, Noman
;
Husev, Oleksandr
;
Nourollahi Hokmabad, Hossein
;
Daniel, Kamran
;
Jawad, Muhammad
;
Martins, Joao
2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)
2025
/
6 p
https://doi.org/10.1109/ICDCM63994.2025.11144710
Article at Scopus
Article at WOS
book article EST
/
book article ENG
47
book article EST
/
book article ENG
Neuro-fuzzy approach for fault prediction of mechanical bearing faults using vibration analysis
Shirokova, Veroonika
;
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Rjabtšikov, Viktor
;
Baraškova, Tatjana
;
Nutonen, Karle
IECON Proceedings (Industrial Electronics Conference)
IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society
2024
/
p. 1-6
https://doi.org/10.1109/IECON55916.2024.10905990
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
48
journal article EST
/
journal article ENG
Neuro-fuzzy framework for fault prediction in electrical machines via vibration analysis
Kudelina, Karolina
;
Raja, Hadi Ashraf
Energies
2024
/
art. 2818
https://doi.org/10.3390/en17122818
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
49
book article
Non-intrusive load monitoring based smart energy management system for smart buildings
Jawad, Muhammad
;
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Khaleel, T.
;
Tahir, W.
2024 7th International Conference on Information and Computer Technologies (ICICT) : proceedings
2024
/
p. 46-50
https://doi.org/10.1109/ICICT62343.2024.00014
book article
50
book article
Non-Line of Sight detection based on 5G signal strength- and quality measurements and its impact on mobile positioning accuracy
Müürsepp, Ivo
;
Fjodorov, Aleksei
;
Alam, Muhammad Mahtab
2024 International Wireless Communications and Mobile Computing (IWCMC)
2024
/
p. 256-261
https://doi.org/10.1109/IWCMC61514.2024.10592586
Article at Scopus
Article at WOS
book article
Number of records 79, displaying
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1.
machine learning (ML)
2.
adversarial machine learning
3.
adversarial machine-learning
4.
automatic machine learning (autoML)
5.
data analytics and machine learning
6.
explainable machine learning
7.
graph machine learning
8.
interpretable machine learning
9.
machine learning
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.
AI/ML
29.
double ML
30.
Mittag-Leffler (ML) function
31.
ML bias
32.
ML ethics
33.
ML-DSA
34.
AC machine
35.
Algorithmic State Machine - ASM
36.
axial flux machine
37.
axial flux switched reluctance machine
38.
bearingless machine
39.
brushless machine
40.
coordinate measurring machine
41.
electric machine
42.
electric machine analysis computing
43.
electric machine control
44.
electrical machine
45.
electrical machine cooling
46.
electrical machine design
47.
finite state machine
48.
Finite State Machine - FSM
49.
flux switching machine
50.
hierarchical finite state machine
51.
high-frequency machine modeling
52.
human machine interaction
53.
human machine systems
54.
human-machine interaction
55.
human-machine interactions
56.
human-machine interface
57.
human-machine system
58.
induction machine
59.
interior permanent magnet machine
60.
interior permanent-magnet synchronous machine (IPMSM)
61.
logic machine
62.
low-resource machine translation
63.
machine bearings
64.
machine condition monitoring
65.
machine control
66.
machine design
67.
machine elements
68.
machine error
69.
machine housing
70.
machine tools
71.
machine translation
72.
machine vector control
73.
machine windings
74.
machine vision
75.
machine-checked proofs
76.
machine-translation
77.
man-machine systems
78.
massive machine type communication (mMTC)
79.
massive machine-type communication (mMTC)
80.
massive machine-type communication devices (mMTC)
81.
massive machine-type communications (mMTC)
82.
massive Machine-Type connections (mMTC)
83.
multi-class support vector machine (m-SVM)
84.
multi-machine
85.
multi-machine industrial power plant
86.
multi-machine power system
87.
multi-stream interaction machine
88.
neural machine translation
89.
outer-rotor machine
90.
permanent magnet (PM) synchronous machine
91.
permanent magnet flux-switching machine
92.
permanent magnet machine
93.
permanent magnet synchronous machine (PMSM)
94.
reluctance machine
95.
sewing machine operator
96.
spoke-type PM machine
97.
state machine
98.
support vector machine
99.
surface permanent magnet machine (SPM)
100.
switched reluctance machine
101.
switched reluctance machine (SRM)
102.
synchronous machine
103.
TBM (tunnel boring machine)
104.
totally enclosed fan-cooled machine
105.
universal friction machine
106.
virtual synchronous machine
107.
active blended learning
108.
active learning
109.
active learning and engagement
110.
active learning methods
111.
adaptive learning
112.
algorithm controlling the learning process
113.
appetitive associative learning
114.
approach to learning
115.
Artificial Intelligence in learning
116.
Attitude to learning
117.
authoritarian learning
118.
automata learning
119.
bayesian learning
120.
BIM-enabled learning
121.
BIM-enabled learning environment
122.
biophilic learning environments
123.
blended learning
124.
business school as learning organization
125.
business school learning organization questionnaire (BSLOQ)
126.
business school learning rate dependence on GPD
127.
business school learning rate measurement instrument
128.
challenge-based learning
129.
Challenge-Based Learning (CBL)
130.
city-to-city learning
131.
client learning
132.
Collaborative e-learning
133.
collaborative learning
134.
competence based learning
135.
competence learning
136.
competence-based learning
137.
competency based learning
138.
Component organised learning (COL)
139.
computer assisted language learning
140.
computer based learning
141.
computer-assisted language learning (CALL)
142.
context-aware learning system
143.
contrastive learning
144.
cooperative reinforcement learning
145.
coping with online teaching and learning
146.
customer learning
147.
deep learning
148.
deep learning (DL)
149.
deep learning classifier
150.
deep learning method
151.
deep learning methods
152.
deep learning model
153.
deep learning model quantization
154.
deep learning network
155.
deep reinforcement learning
156.
Deep reinforcing learning SDN
157.
Deep-learning
158.
deep-learning (DL)
159.
dictionary learning
160.
digital learning module
161.
digital learning tool design development
162.
digital remote learning
163.
Dimensions of Learning Organisation Questionnaire (DLOQ)
164.
distance learning
165.
distant learning
166.
distributed independent reinforcement learning
167.
double Q-learning
168.
effective teaching and learning
169.
e-learning
170.
e‐learning
171.
e-Learning course
172.
e-Learning database
173.
e-learning environment
174.
electronic learning
175.
embedded deep learning
176.
Emergency remote learning
177.
ensemble learning
178.
enterprising and entrepreneurial learning
179.
entrepreneurial learning
180.
entrepreneurial teaching and learning
181.
ESG-learning
182.
experiential learning
183.
Federated learning
184.
federated learning (FL)
185.
flexible learning
186.
game based learning
187.
game-based learning
188.
Gamified learning
189.
guided in-service learning
190.
hands-on learning
191.
hands-on-learning
192.
history learning
193.
horizontal federated learning
194.
human-centred learning
195.
hybrid learning
196.
Immersive Learning
197.
inclusive learning
198.
incremental learning
199.
inductive learning
200.
inductive learning algorithm
201.
interactive learning objects
202.
interdisciplinary learning
203.
inverse reinforcement learning
204.
investor learning
205.
iterative learning
206.
Kolb’s experiential learning cycle
207.
language learning
208.
Learner-centered learning environment
209.
learning
210.
learning (artificial intelligence)
211.
learning activities
212.
learning adaptation in autonomous vehicles
213.
learning algorithm
214.
learning analysis
215.
learning analytics
216.
learning and experimentation
217.
learning and health outcomes
218.
learning and memory
219.
learning business school
220.
learning by teaching
221.
learning concept
222.
learning content
223.
learning design
224.
learning difficulties
225.
Learning environment
226.
learning experience
227.
learning factory
228.
Learning from Demonstration
229.
learning infrastructures
230.
Learning Lab
231.
learning management
232.
learning management system
233.
learning management systems
234.
learning methodology
235.
learning metrics
236.
learning models
237.
learning motivation
238.
learning objectives
239.
learning objects
240.
learning organization
241.
learning orientation
242.
learning outcomes
243.
learning process
244.
learning processes
245.
learning rate
246.
learning rate dependence on ownership form
247.
learning rate of organization
248.
learning region
249.
learning situation
250.
learning software agents
251.
learning styles
252.
learning systems
253.
learning technologies
254.
learning theories
255.
learning through the questionnaires
256.
learning university
257.
learning-to-rank
258.
lifelong learning
259.
long-short term learning
260.
mathematics students learning habits
261.
Meaningful learning
262.
measuring learning
263.
mobile learning
264.
model learning
265.
Multi-agent deep reinforcement learning
266.
Multi-agent reinforcement learning
267.
multi-task learning
268.
mutual learning
269.
new learning models
270.
node embedding learning
271.
NREN e-learning
272.
on-device transfer learning
273.
online distance learning
274.
online learning
275.
ontologies for learning systems
276.
ontology learning
277.
Open Learning Resources (OLR)
278.
organisational learning
279.
organizational learning
280.
organizational learning measurement instruments
281.
organizational learning rate dependence on management
282.
organizational learning rate measurement
283.
outcome oriented learning
284.
peer‐to‐peer learning group
285.
personalised learning
286.
personalized learning
287.
policy learning
288.
problem-based learning
289.
Problem-based learning (PBL)
290.
project based learning
291.
project learning
292.
project-based learning
293.
Q-learning
294.
Q-learning algorithm
295.
query learning
296.
regional learning
297.
reinforcement learning
298.
Reinforcement Learning (RL)
299.
relative learning performance
300.
Remote learning
301.
research-oriented learning
302.
reusable learning objects
303.
scholarship of teaching and learning
304.
second language learning
305.
self learning software
306.
self learning system
307.
self-learning
308.
self-regulated learning
309.
semi-supervised learning
310.
sequence of learning activities
311.
sequence to sequence learning
312.
sequential learning
313.
SIS problem, learning with errors
314.
smart learning
315.
smart learning environment
316.
social learning
317.
socio-emotional learning
318.
stochastic learning theory
319.
student centred learning
320.
supervised contrastive learning
321.
supervised learning
322.
supervised learning data
323.
synchronous hybrid learning
324.
zero-shot learning
325.
task based learning
326.
team learning
327.
Technological learning
328.
technology-enhanced learning
329.
the dimensions of the learning organisation
330.
the dimensions of the learning organization questionnaire (DLOQ)
331.
tools for interactive learning and teaching
332.
trans-disciplinary social-learning
333.
transfer learning
334.
true online reinforcement learning
335.
ubiquitous learning
336.
unsupervised learning
337.
urban learning center
338.
value of learning
339.
web and computerbased learning
340.
Web and computer-based learning
341.
virtual collaborative learning environment (VCLE)
342.
virtual learning environment
343.
virtual learning factory
344.
work-based learning
345.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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