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76
journal article EST
/
journal article ENG
Methods of condition monitoring and fault detection for electrical machines
Kudelina, Karolina
;
Asad, Bilal
;
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
;
Khang, Huynh Van
Energies
2021
/
art. 7459, 20 p. : ill
https://doi.org/10.3390/en14227459
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
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
77
journal article EST
/
journal article ENG
Microgrid oriented modeling of space heating system based on neural networks
Häring, Tobias
;
Kull, Tuule Mall
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Thalfeldt, Martin
;
Biechl, Helmuth
Journal of building engineering
2021
/
art. 103150, 12 p. : ill
https://doi.org/10.1016/j.jobe.2021.103150
Journal metrics at Scopus
Article at Scopus
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journal article EST
/
journal article ENG
Related publications
1
Research and development of energy storage control strategies for residential area microgrids = Energiasalvestite juhtimisstrateegiate uurimine ja arendamine elamupiirkondade mikrovõrkudele
78
book article
ML-based online design error localization for RISC-V implementations
Selg, Hardi
;
Jenihhin, Maksim
;
Ellervee, Peeter
;
Raik, Jaan
2023 IEEE 29th International Symposium on On-Line Testing and Robust System Design (IOLTS) : IOLTS 2023 : July 3rd-5th, 2023, Platanias, Chania (Crete), Greece : proceedings
2023
/
7 p.
https://doi.org/10.1109/IOLTS59296.2023.10224864
book article
79
book article EST
/
book article ENG
Multi-Rate Vibration Signal Analysis for Enhanced Data-Driven Monitoring of Bearing Faults in Induction Machines
El Bouharrouti, Nada
;
Koveshnikov, Semen
;
Garcia-Calva, Tomas Alberto
;
Vehvilainen, Milla
;
Kudelina, Karolina
;
Naseer, Muhammad Usman
;
Vaimann, Toomas
;
Belahcen, Anouar
2024 International Conference on Electrical Machines, ICEM 2024
2024
/
7 p.
http://dx.doi.org/10.1109/ICEM60801.2024.10700488
book article EST
/
book article ENG
80
journal article EST
/
journal article ENG
Network IDS alert classification with active learning techniques
Vaarandi, Risto
;
Guerra-Manzanares, Alejandro
Journal of Information Security and Applications
2024
/
art. 103687
https://doi.org/10.1016/j.jisa.2023.103687
Journal metrics at Scopus
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journal article EST
/
journal article ENG
81
book article
New solution for extracting inductive learning rules and their post-analysis
Kuusik, Rein, inform.
;
Lind, Grete
IMMM 2011 : The First International Conference on Advances in Information Mining and Management : Barcelona, Spain, October 23-28, 2011
2011
/
p. 121-126
http://personales.upv.es/thinkmind/dl/conferences/immm/immm_2011/immm_2011_6_30_20160.pdf
book article
82
journal article
Novel real-time in-step gait anomaly detection algorithms
Rostovski, Jakob
;
Krivošei, Andrei
;
Kuusik, Alar
;
Le Moullec, Yannick
;
Alam, Muhammad Mahtab
techrxiv.org
2024
https://doi.org/10.36227/techrxiv.171173236.66440239/v1
journal article
83
journal article EST
/
journal article ENG
A novel short receptive field based dilated causal convolutional network integrated with Bidirectional LSTM for short-term load forecasting
Javed, Umar
;
Ijaz, Khalid
;
Jawad, Muhammad
;
Khosa, Ikramullah
;
Ansari, Ejaz Ahmad
;
Zaidi, Khurram Shabih
;
Rafiq, Muhammad Nadeem
;
Shabbir, Noman
Expert systems with applications
2022
/
art. 117689
https://doi.org/10.1016/j.eswa.2022.117689
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journal article EST
/
journal article ENG
84
book article EST
/
book article ENG
An analysis of human perception of partitions of numerical factor domains
Kaushik, Minakshi
;
Sharma, Rahul
;
Shahin, Mahtab
;
Arakkal Peious, Sijo
;
Draheim, Dirk
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; Vol. 13635 LNCS
2022
/
p. 137-144
https://doi.org/10.1007/978-3-031-21047-1_13
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
Related publications
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
85
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
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journal article EST
/
journal article ENG
86
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
87
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
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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
88
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
89
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
90
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 A.
IEEE Access
2024
/
p. 65128 - 65140
https://doi.org/10.1109/ACCESS.2024.3397013
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Article at WOS
journal article EST
/
journal article ENG
91
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
92
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
93
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
94
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
95
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
Article at WOS
book article EST
/
book article ENG
96
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
97
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
98
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
99
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
100
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
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24.
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25.
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human-machine interactions
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interior permanent magnet machine
47.
interior permanent-magnet synchronous machine (IPMSM)
48.
logic machine
49.
low-resource machine translation
50.
machine bearings
51.
machine condition monitoring
52.
machine control
53.
machine design
54.
machine elements
55.
machine error
56.
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57.
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58.
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59.
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60.
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62.
machine-checked proofs
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66.
massive machine-type communication (mMTC)
67.
massive machine-type communications (mMTC)
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69.
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71.
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73.
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74.
neural machine translation
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76.
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permanent magnet machine
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80.
reluctance machine
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sewing machine operator
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support vector machine
84.
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85.
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86.
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87.
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88.
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89.
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91.
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business school as learning organization
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business school learning organization questionnaire (BSLOQ)
107.
business school learning rate dependence on GPD
108.
business school learning rate measurement instrument
109.
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118.
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learning by teaching
193.
learning concept
194.
learning content
195.
learning design
196.
learning difficulties
197.
Learning environment
198.
learning experience
199.
Learning from Demonstration
200.
learning infrastructures
201.
Learning Lab
202.
learning management
203.
learning management system
204.
learning management systems
205.
learning methodology
206.
learning metrics
207.
learning models
208.
learning motivation
209.
learning objectives
210.
learning objects
211.
learning organization
212.
learning orientation
213.
learning outcomes
214.
learning process
215.
learning processes
216.
learning rate
217.
learning rate dependence on ownership form
218.
learning rate of organization
219.
learning region
220.
learning situation
221.
learning software agents
222.
learning styles
223.
learning systems
224.
learning technologies
225.
learning theories
226.
learning through the questionnaires
227.
learning university
228.
learning-to-rank
229.
lifelong learning
230.
long-short term learning
231.
mathematics students learning habits
232.
Meaningful learning
233.
measuring learning
234.
mobile learning
235.
model learning
236.
Multi-agent reinforcement learning
237.
multi-task learning
238.
mutual learning
239.
new learning models
240.
node embedding learning
241.
NREN e-learning
242.
on-device transfer learning
243.
online learning
244.
ontologies for learning systems
245.
ontology learning
246.
Open Learning Resources (OLR)
247.
organisational learning
248.
organizational learning
249.
organizational learning measurement instruments
250.
organizational learning rate dependence on management
251.
organizational learning rate measurement
252.
outcome oriented learning
253.
peer‐to‐peer learning group
254.
personalised learning
255.
policy learning
256.
problem-based learning
257.
Problem-based learning (PBL)
258.
project learning
259.
project-based learning
260.
Q-learning
261.
Q-learning algorithm
262.
query learning
263.
regional learning
264.
reinforcement learning
265.
Reinforcement Learning (RL)
266.
relative learning performance
267.
Remote learning
268.
research-oriented learning
269.
reusable learning objects
270.
scholarship of teaching and learning
271.
self learning software
272.
self learning system
273.
self-learning
274.
self-regulated learning
275.
semi-supervised learning
276.
sequence of learning activities
277.
SIS problem, learning with errors
278.
smart learning
279.
smart learning environment
280.
social learning
281.
stochastic learning theory
282.
student centred learning
283.
supervised contrastive learning
284.
supervised learning
285.
supervised learning data
286.
synchronous hybrid learning
287.
zero-shot learning
288.
task based learning
289.
team learning
290.
Technological learning
291.
technology-enhanced learning
292.
the dimensions of the learning organisation
293.
the dimensions of the learning organization questionnaire (DLOQ)
294.
tools for interactive learning and teaching
295.
trans-disciplinary social-learning
296.
transfer learning
297.
true online reinforcement learning
298.
ubiquitous learning
299.
unsupervised learning
300.
urban learning center
301.
value of learning
302.
web and computerbased learning
303.
Web and computer-based learning
304.
virtual collaborative learning environment (VCLE)
305.
virtual learning environment
306.
virtual learning factory
307.
work-based learning
308.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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