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101
journal article EST
/
journal article ENG
On explainable AI and abductive inference
Medianovskyi, Kyrylo
;
Pietarinen, Ahti-Veikko
Philosophies
2022
/
art. 35
https://doi.org/10.3390/philosophies7020035
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
102
journal article
On statistical paradoxes and overcoming the impact of bias in expert systems : towards fair and trustworthy decision making
Sharma, Rahul
SSRN
2023
/
37 p. : ill
https://doi.org//10.2139/ssrn.4506432
journal article
Related publications
1
Unification of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
103
journal article EST
/
journal article ENG
On the application of active learning for efficient and effective Iot botnet detection
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
Future Generation Computer Systems
2023
/
p. 40-53 : ill
https://doi.org/10.1016/j.future.2022.10.024
Journal metrics at Scopus
Article at Scopus
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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
104
book article
On the estimation of complex circuits functional failure rate by machine learning techniques
Lange, Thomas
;
Balakrishnan, Aneesh
;
Glorieux, Maximilien
;
Alexandrescu, Dan
;
Sterpone, Luca
49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - DSN 2019 : Supplemental Volume : proceedings
2019
/
p. 35-41 : ill
https://doi.org/10.1109/DSN-S.2019.00021
book article
Related publications
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
105
journal article EST
/
journal article ENG
On the relativity of time : implications and challenges of data drift on long-term effective android malware detection
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
Computers & Security
2022
/
art. 102835, 15 p. : ill
https://doi.org/10.1016/j.cose.2022.102835
Journal metrics at Scopus
Article at Scopus
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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
106
journal article EST
/
journal article ENG
Open urban mmWave radar and camera vehicle classification dataset for traffic monitoring
Soom, Jürgen
;
Leier, Mairo
;
Janson, Karl
;
Tuhtan, Jeffrey Andrew
IEEE Access
2024
/
p. 65128 - 65140
https://doi.org/10.1109/ACCESS.2024.3397013
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journal article EST
/
journal article ENG
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1
Reliable object recognition and assessment in adverse weather and environmental conditions = Usaldusväärne objektide tuvastamine ja hindamine ebasoodsates ilmastiku- ja keskkonnatingimustes
107
journal article EST
/
journal article ENG
Optimization of physical activity recognition for real-time wearable systems : effect of window length, sampling frequency and number of features
Allik, Ardo
;
Pilt, Kristjan
;
Karai, Deniss
;
Fridolin, Ivo
;
Leier, Mairo
;
Jervan, Gert
Applied sciences
2019
/
art. 4833, 14 p. : ill
https://doi.org/10.3390/app9224833
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journal article EST
/
journal article ENG
Related publications
1
Advancing novel physical fatigue assessment and human activity monitoring methods towards perzonalized feedback with wearable sensors = Kantavatel seadmetel põhinevate füüsilise väsimuse hindamise ning inimese aktiivsuse monitoorimise meetodite arendamine personaalseks tagasisideks
108
journal article EST
/
journal article ENG
An optimized metamodel for predicting damage and oil outflow in tanker collision accidents
Das, Tanmoy
;
Goerlandt, Floris
;
Tabri, Kristjan
Proceedings of the institution of mechanical engineers, part M: journal of engineering for the maritime environment
2022
/
14 p. : ill
https://doi.org/10.1177/14750902211039659
Journal metrics at Scopus
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journal article EST
/
journal article ENG
109
book article EST
/
book article ENG
Pattern based software architecture for predictive maintenance
Torim, Ants
;
Liiv, Innar
;
Ounoughi, Chahinez
;
Ben Yahia, Sadok
Nordic Artificial Intelligence Research and Development : 4th Symposium of the Norwegian AI Society, NAIS 2022, Oslo, Norway, May 31 - June 1, 2022 : revised selected papers
2022
/
p. 26-38
https://doi.org/10.1007/978-3-031-17030-0_3
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
110
book article EST
/
book article ENG
Performance of a distributed apriori algorithm using the serverless functions of the Apollo framework
Shahin, Mahtab
;
Shah, Syed Attique
;
Sharma, Rahul
;
Ghasempouri, Tara
;
Poveda, Juan Aznar
;
Fahringer, Thomas
;
Draheim, Dirk
Machine Learning Methods in Systems : proceedings of 13th Computer Science On-line Conference 2024
2024
/
12 p
https://link.springer.com/book/9783031705946
https://doi.org/10.1007/978-3-031-70595-3_37
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Related publications
1
Efficient and effective association rule mining on big data and cloud technology : a multifaceted analysis = Tõhus ja efektiivne assotsiatsioonireeglite kaevandamine suurandmetel ja pilvetehnoloogial : mitmekülgne analüüs
111
book article EST
/
book article ENG
Predicting first-year computer science students drop-out with machine learning methods: A case study
Maksimova, Natalja
;
Pentel, Avar
;
Dunajeva, Olga
Educating Engineers for Future Industrial Revolutions : Proceedings of the 23rd International Conference on Interactive Collaborative Learning (ICL2020). Volume 2
2021
/
p. 719-726
https://doi.org/10.1007/978-3-030-68201-9_70
Conference proceedings at Scopus
Article at Scopus
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book article EST
/
book article ENG
112
book article
Predicting students final test results based on previous grades and demographics
Pentel, Avar
;
Kaiva, Lisanne-Liis
The 11th International Conference on Information, Intelligence, Systems and Applications : IISA 2020, 15-17 July 2020, University of Piraeus, Greece
2020
/
p. 377-382
https://doi.org/10.1109/IISA50023.2020.9284401
book article
113
journal article EST
/
journal article ENG
Predictive analytics beyond time series : predicting series of events extracted from time series data
Mishra, Sambeet
;
Bordin, Chiara
;
Taharaguchi, Kota
;
Purkayastha, Adri
Wind Energy
2022
/
p. 1596-1609
https://doi.org/10.1002/we.2760
Journal metrics at Scopus
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journal article EST
/
journal article ENG
114
book article
Preliminary analysis of global parameters of induction machine for fault prediction in rotor bars
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Autsou, Siarhei
;
Asad, Bilal
;
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
2022 IEEE 20th International Power Electronics and Motion Control Conference (PEMC) : Brasov, Romania, 25-28 Sept. 2022 : proceedings
2022
/
p. 243-248 : ill
https://doi.org/10.1109/PEMC51159.2022.9962922
book article
115
book article
Real-time gait anomaly detection using SVM time series classification
Rostovski, Jakob
;
Krivošei, Andrei
;
Kuusik, Alar
;
Alam, Muhammad Mahtab
;
Ahmadov, Ulvi
2023 International Wireless Communications and Mobile Computing (IWCMC)
2023
/
p. 1389-1394
https://doi.org/10.1109/IWCMC58020.2023.10182666
book article
Related publications
1
Development of methods for real-time in-step anomaly detection in gait analysis = Reaalajaliste meetodite arendus sammusiseste kõrvalkallete tuvastamiseks kõnnianalüüsis
116
book article
Residential load forecasting for flexibility prediction using machine learning-based regression model
Ahmadiahangar, Roya
;
Häring, Tobias
;
Rosin, Argo
;
Korõtko, Tarmo
;
Martins, Joao
2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe)
2019
/
4 p. : ill
https://doi.org/10.1109/EEEIC.2019.8783634
book article
117
book article
Residential load forecasting using recurrent neural networks
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Raja, Hadi Ashraf
;
Kütt, Lauri
;
Rosin, Argo
2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : proceedings
2020
/
p. 478-481 : ill
https://doi.org/10.1109/CPE-POWERENG48600.2020.9161565
book article
118
journal article
A review on the application of machine learning in gamma spectroscopy : challenges and opportunities
Zehtabvar, Mehrnaz
;
Taghandiki, Kazem
;
Madani, Nahid
;
Sardari, Dariush
;
Bashiri, Bashir
Spectroscopy journal
2024
/
p. 123-144
https://doi.org/10.3390/spectroscj2030008
journal article
119
book article EST
/
book article ENG
Scalable and imbalance-resistant machine learning models for anti-money laundering : a two-layered approach
Tertychnyi, Pavlo
;
Slobozhan, Ivan
;
Ollikainen, Madis
;
Dumas, Marlon
Enterprise Applications, Markets and Services in the Finance Industry : 10th International Workshop, FinanceCom 2020, Helsinki, Finland, August 18, 2020, Revised Selected Papers
2020
/
p. 43-58
https://doi.org/10.1007/978-3-030-64466-6_3
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
120
journal article EST
/
journal article ENG
Sea surface circulation in the Baltic Sea : decomposed components and pattern recognition
Barzandeh, Amirhossein
;
Maljutenko, Ilja
;
Rikka, Sander
;
Lagemaa, Priidik
;
Männik, Aarne
;
Uiboupin, Rivo
;
Raudsepp, Urmas
Scientific reports
2024
/
art. 18649
https://doi.org/10.1038/s41598-024-69463-8
Journal metrics at Scopus
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Article at WOS
journal article EST
/
journal article ENG
121
journal article
Sensitivity estimation for dark matter subhalos in synthetic Gaia DR2 using deep learning
Bazarov, A.
;
Benito Castano, Maria
;
Hütsi, Gert
;
Kipper, Rain
;
Pata, Joosep
;
Põder, Sven
Astronomy and Computing
2022
/
art. 100667, 10 p. : ill
https://doi.org/10.1016/j.ascom.2022.100667
journal article
Related publications
1
Probing the Milky Way’s dark matter halo in the Gaia and machine learning era = Linnutee galaktika tumeaine halo uurimine Gaia ja masinõppe ajastul
122
journal article EST
/
journal article ENG
Sentiment analysis for hotel reviews : a systematic literature review
Ameur, Asma
;
Hamdi, Sana
;
Ben Yahia, Sadok
ACM Computing Survey
2023
/
art. 51
https://doi.org/10.1145/3605152
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
123
journal article EST
/
journal article ENG
Short-term wind energy forecasting using deep learning-based predictive analytics
Shabbir, Noman
;
Kütt, Lauri
;
Jawad, Muhammad
;
Husev, Oleksandr
CMC-Computers, Materials & Continua
2022
/
p. 1017-1033
https://doi.org/10.32604/cmc.2022.024576
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
124
book article
Signal processing and machine learning techniques for predictive maintenance of rotor bars in induction machine
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Rjabtšikov, Viktor
;
Naseer, Muhammad Usman
;
Vaimann, Toomas
;
Kallaste, Ants
2023 International Conference on Electrical Drives and Power Electronics (EDPE)
2023
/
7 p. : ill
https://doi.org/10.1109/EDPE58625.2023.10274030
book article
Related publications
1
Artificial intelligence driven approaches for fault prognostics of electrical machines using vibration spectrum analysis = Tehisintellektil põhinevad lähenemisviisid elektrimasinate rikete prognoosimiseks vibratsioonispektri analüüsi abil
125
journal article EST
/
journal article ENG
Signal spectrum-based machine learning approach for fault prediction and maintenance of electrical machines
Raja, Hadi Ashraf
;
Kudelina, Karolina
;
Asad, Bilal
;
Vaimann, Toomas
;
Kallaste, Ants
;
Rassõlkin, Anton
;
Khang, Huynh Van
Energies
2022
/
art. 9507
https://doi.org/10.3390/en15249507
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
Related publications
1
IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks
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338
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
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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