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26
journal article
Current AI applications by Estonian tax authorities and use case scenarios
Künnapas, Kaido
;
Maslionkina, Palina
;
Hinno, Risto
;
Liberts, Raivis
TalTech Journal of European Studies
2025
/
p. 179-208
https://www.ester.ee/record=b5290032*est
https://doi.org/10.2478/bjes-2025-0010
journal article
27
book article
Custom simplified machine learning algorithms for fault diagnosis in electrical machines
Raja, Hadi Ashraf
;
Asad, Bilal
;
Vaimann, Toomas
;
Kallaste, Ants
;
Rassõlkin, Anton
;
Belahcen, Anouar
Diagnostika '22 : 2022 International Conference on Diagnostics in Electrical Engineering : Conference proceedings
2022
/
4 p.
https://doi.org/10.1109/Diagnostika55131.2022.9905174
book article
Related publications
1
IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks
28
book article
Data science-based techniques for modelling and diagnostics of battery cells based on end-of-life criteria
Zequera, Rolando Antonio Gilbert
;
Rassõlkin, Anton
;
Vaimann, Toomas
;
Kallaste, Ants
2023 International Conference on Electrical Drives and Power Electronics (EDPE)
2023
/
6 p
https://doi.org/10.1109/EDPE58625.2023.10274007
book article
Related publications
1
Artificial Intelligence-Based Predictive Analytics for Battery Energy Storage Systems in Electric Vehicle Applications = Tehisintellektil põhinev ennustav andmeanalüüs akupõhiste energiasalvestussüsteemide jaoks elektrisõidukites
29
book article EST
/
book article ENG
Data-driven approaches based microwave filter tuning - a review
Sekhri, Even
;
Tamre, Mart
;
Kapoor, Rajiv
Advances in Artificial-Business Analytics and Quantum Machine Learning : Select Proceedings of the 3rd International Conference, Com-IT-Con 2023, Volume 2
2024
/
p. 273-286
https://doi.org/10.1007/978-981-97-4860-0_22
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
Related publications
1
Fully automated tuning of microwave coaxial cavity filters = Mikrolaine-koaksiaalfiltrite täisautomaatne häälestamine
30
journal article
Day-Ahead Solar Power Forecasting Using LightGBM and Self-Attention Based Encoder-Decoder Networks
Nourollahi Hokmabad, Hossein
;
Husev, Oleksandr
;
Belikov, Juri
IEEE Transactions on sustainable energy
2025
/
p. 866-879
https://doi.org//10.1109/TSTE.2024.3486907
journal article
Related publications
1
Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutes
31
book article
Detailed analysis of the Luria's alternating series tests for Parkinson's disease diagnostics
Nõmm, Sven
;
Bardõš, Konstantin
;
Toomela, Aaro
;
Medijainen, Kadri
;
Taba, Pille
17th IEEE International Conference on Machine Learning and Applications : ICMLA 2018, 17–20 December 2018, Orlando, Florida, USA : proceedings
2018
/
p. 1347–1352
https://doi.org/10.1109/ICMLA.2018.00219
book article
32
book article EST
/
book article ENG
Detecting Simpson’s paradox : a machine learning perspective
Sharma, Rahul
;
Garayev, Huseyn
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Tiwari, Prauag
;
Draheim, Dirk
Database and Expert Systems Applications : 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022 : proceedings. Part I
2022
/
p. 323-335 : ill
https://doi.org/10.1007/978-3-031-12423-5_25
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
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
33
book article EST
/
book article ENG
Detecting Simpson’s paradox : a step towards fairness in machine learning
Sharma, Rahul
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Bertl, Markus
;
Ankit, Vidyarthi
;
Ashwani, Kumar
;
Draheim, Dirk
New Trends in Database and Information Systems : ADBIS 2022 Short Papers, Doctoral Consortium and Workshops : DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022 : proceedings
2022
/
p. 67-76 : ill
https://doi.org/10.1007/978-3-031-15743-1_7
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
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
34
journal article EST
/
journal article ENG
Detection and evaluation of driver distraction using machine learning and fuzzy logic
Aksjonov, Andrei
;
Nedoma, Pavel
;
Vodovozov, Valery
;
Petlenkov, Eduard
;
Herrmann, Martin
IEEE Transactions on Intelligent Transportation Systems
2019
/
p. 2048 - 2059
https://doi.org/10.1109/TITS.2018.2857222
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
35
journal article EST
/
journal article ENG
Detection of bulbar involvement in patients with amyotrophic lateral sclerosis by machine learning voice analysis : diagnostic decision support development study
Tena, Alberto
;
Claria, Francec
;
Solsona, Francesc
;
Meister, Einar
;
Povedano, Monica
JMIR Medical Informatics
2021
/
e21331, 18 p. : ill
https://doi.org/10.2196/21331
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
36
book article
Differences in Android behavior between real device and emulator : a malware detection perspective
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
;
Nõmm, Sven
6th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Granada, Spain, October 22-25, 2019
2019
/
art. 8939268, p. 399-404
https://doi.org/10.1109/IOTSMS48152.2019.8939268
book article
37
book article EST
/
book article ENG
Digital transformation insights from an AI solution in search of a problem
Dreyling III, Richard Michael
;
Tammet, Tanel
;
Pappel, Ingrid
Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications : 10th International Conference, FDSE 2023, Da Nang, Vietnam, November 22–24, 2023 : proceedings
2023
/
p. 341 - 351
https://doi.org/10.1007/978-981-99-8296-7_24
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
38
book article
Dimensionality reduction for machine learning based IoT botnet detection
Bahsi, Hayretdin
;
Nõmm, Sven
15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018) : Singapore, November 18-21, 2018
2018
/
p. 1857-1862 : ill
https://doi.org/10.1109/ICARCV.2018.8581205
book article
39
journal article
Discretizing numerical attributes : an analysis of human perceptions
Kaushik, Minakshi
;
Sharma, Rahul
;
Draheim, Dirk
arXiv.org
2023
/
18 p. : ill
https://doi.org/10.48550/arXiv.2311.03278
journal article
Related publications
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
40
book article EST
/
book article ENG
Discretizing numerical attributes : an analysis of human perceptions : [conference paper]
Kaushik, Minakshi
;
Sharma, Rahul
;
Vidyarthi, Ankit
;
Draheim, Dirk
New Trends in Database and Information Systems : ADBIS 2022 Short Papers, Doctoral Consortium and Workshops : DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022 : proceedings
2022
/
p. 188-197
https://doi.org/10.1007/978-3-031-15743-1_18
Conference proceedings at Scopus
Article at Scopus
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
41
book article
Driver distraction detection and evaluation with artificial neural network and fuzzy logic : In-vehicle information system as a driver's secondary activity: case study
Aksjonov, Andrei
;
Nedoma, Pavel
;
Vodovozov, Valery
;
Petlenkov, Eduard
2018 IEEE 15th International Workshop on Advanced Motion Control (AMC 2018)
2018
/
p. 523–528 : ill
Driver distraction detection and evaluation with artificial neural network and fuzzy logic : In-vehicle information system as a driver's secondary activity: case study
book article
42
book article EST
/
book article ENG
An efficient assistance in cavity filter tuning using filter screw classification
Sekhri, Even
;
Tamre, Mart
;
Kapoor, Rajiv
Advances in artificial-business analytics and quantum machine learning : select proceedings of the 3rd international conference, Com-IT-Con 2023, volume 1
2024
/
p. 791-799
https://doi.org/10.1007/978-981-97-2508-3_58
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
43
book article
Enabling cross-layer reliability and functional safety assessment through ML-based compact models
Alexandrescu, Dan
;
Balakrishnan, Aneesh
;
Lange, Thomas
;
Glorieux, Maximilien
Proceedings : 2020 26th IEEE International Symposium on On-Line Testing and Robust System Design : IOLTS 2020, Napoli, Italy, July 13-16, 2020 : virtual edition
2020
/
6 p. : ill
https://doi.org/10.1109/IOLTS50870.2020.9159750
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
44
journal article EST
/
journal article ENG
Ensemble approach for detection of depression using EEG features
Avots, Egils
;
Jermakovs, Klavs
;
Bachmann, Maie
;
Päeske, Laura
;
Ozcinar, Cagri
;
Anbarjafari, Gholamreza
Entropy
2022
/
art. 211
https://doi.org/10.3390/e24020211
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
45
book article
Estimating UWB positioning integrity based on ranging residuals
Tommingas, Mihkel
;
Ulp, Sander
;
Alam, Muhammad Mahtab
;
Müürsepp, Ivo
;
Laadung, Taavi
2023 24th International Conference on Applied Electromagnetics and Communications (ICECOM)
2023
/
5 p
https://doi.org/10.1109/ICECOM58258.2023.10367954
book article
Related publications
1
Enhancing UWB and multi-sensor positioning with ML-based uncertainty estimation = Ülilairiba ja mitme sensoriga positsioneerimissüsteemide täpsuse parandamine masinõppe meetodil
46
book article
Evelekt AS turnover forecasting using the machine learning method
Reiman, Riido
AI IN BUSINESS : proceedings of the scientific workshop on business implications of artificial intelligence, June 7, 2022
2022
/
p. 58-60 : ill
https://www.ester.ee/record=b5506022*est
https://digikogu.taltech.ee/et/Item/2096bada-661d-4928-99a7-bfbce51825d8
book article
47
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
48
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
49
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
50
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Number of records 149, displaying
26 - 50
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keyword
329
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.
robust machine learning
21.
small data machine learning
22.
supervised machine learning
23.
unsupervised machine learning
24.
machine-to-machine communications
25.
AC machine
26.
Algorithmic State Machine - ASM
27.
axial flux machine
28.
axial flux switched reluctance machine
29.
bearingless machine
30.
brushless machine
31.
coordinate measurring machine
32.
electric machine
33.
electric machine analysis computing
34.
electric machine control
35.
electrical machine
36.
electrical machine cooling
37.
electrical machine design
38.
finite state machine
39.
Finite State Machine - FSM
40.
flux switching machine
41.
hierarchical finite state machine
42.
high-frequency machine modeling
43.
human machine interaction
44.
human machine systems
45.
human-machine interaction
46.
human-machine interactions
47.
human-machine interface
48.
human-machine system
49.
induction machine
50.
interior permanent magnet machine
51.
interior permanent-magnet synchronous machine (IPMSM)
52.
logic machine
53.
low-resource machine translation
54.
machine bearings
55.
machine condition monitoring
56.
machine control
57.
machine design
58.
machine elements
59.
machine error
60.
machine housing
61.
machine tools
62.
machine translation
63.
machine vector control
64.
machine windings
65.
machine vision
66.
machine-checked proofs
67.
machine-translation
68.
man-machine systems
69.
massive machine type communication (mMTC)
70.
massive machine-type communication (mMTC)
71.
massive machine-type communication devices (mMTC)
72.
massive machine-type communications (mMTC)
73.
massive Machine-Type connections (mMTC)
74.
multi-class support vector machine (m-SVM)
75.
multi-machine
76.
multi-machine industrial power plant
77.
multi-machine power system
78.
multi-stream interaction machine
79.
neural machine translation
80.
outer-rotor machine
81.
permanent magnet (PM) synchronous machine
82.
permanent magnet flux-switching machine
83.
permanent magnet machine
84.
permanent magnet synchronous machine (PMSM)
85.
reluctance machine
86.
sewing machine operator
87.
spoke-type PM machine
88.
state machine
89.
support vector machine
90.
surface permanent magnet machine (SPM)
91.
switched reluctance machine
92.
switched reluctance machine (SRM)
93.
synchronous machine
94.
TBM (tunnel boring machine)
95.
totally enclosed fan-cooled machine
96.
universal friction machine
97.
virtual synchronous machine
98.
active blended learning
99.
active learning
100.
active learning and engagement
101.
active learning methods
102.
adaptive learning
103.
algorithm controlling the learning process
104.
appetitive associative learning
105.
approach to learning
106.
Artificial Intelligence in learning
107.
Attitude to learning
108.
authoritarian learning
109.
automata learning
110.
bayesian learning
111.
BIM-enabled learning
112.
BIM-enabled learning environment
113.
biophilic learning environments
114.
blended learning
115.
business school as learning organization
116.
business school learning organization questionnaire (BSLOQ)
117.
business school learning rate dependence on GPD
118.
business school learning rate measurement instrument
119.
challenge-based learning
120.
Challenge-Based Learning (CBL)
121.
city-to-city learning
122.
client learning
123.
Collaborative e-learning
124.
collaborative learning
125.
competence based learning
126.
competence learning
127.
competence-based learning
128.
competency based learning
129.
Component organised learning (COL)
130.
computer assisted language learning
131.
computer based learning
132.
computer-assisted language learning (CALL)
133.
contrastive learning
134.
cooperative reinforcement learning
135.
coping with online teaching and learning
136.
customer learning
137.
deep learning
138.
deep learning (DL)
139.
deep learning classifier
140.
deep learning method
141.
deep learning methods
142.
deep learning model
143.
deep learning model quantization
144.
deep learning network
145.
deep reinforcement learning
146.
Deep reinforcing learning SDN
147.
Deep-learning
148.
deep-learning (DL)
149.
dictionary learning
150.
digital learning module
151.
digital remote learning
152.
Dimensions of Learning Organisation Questionnaire (DLOQ)
153.
distance learning
154.
distant learning
155.
distributed independent reinforcement learning
156.
double Q-learning
157.
effective teaching and learning
158.
e-learning
159.
e‐learning
160.
e-Learning course
161.
e-Learning database
162.
e-learning environment
163.
electronic learning
164.
embedded deep learning
165.
Emergency remote learning
166.
ensemble learning
167.
enterprising and entrepreneurial learning
168.
entrepreneurial learning
169.
entrepreneurial teaching and learning
170.
ESG-learning
171.
experiential learning
172.
Federated learning
173.
federated learning (FL)
174.
flexible learning
175.
game based learning
176.
game-based learning
177.
Gamified learning
178.
guided in-service learning
179.
hands-on-learning
180.
history learning
181.
horizontal federated learning
182.
human-centred learning
183.
hybrid learning
184.
Immersive Learning
185.
inclusive learning
186.
incremental learning
187.
inductive learning
188.
inductive learning algorithm
189.
interactive learning objects
190.
interdisciplinary learning
191.
inverse reinforcement learning
192.
investor learning
193.
iterative learning
194.
Kolb’s experiential learning cycle
195.
language learning
196.
Learner-centered learning environment
197.
learning
198.
learning (artificial intelligence)
199.
learning activities
200.
learning adaptation in autonomous vehicles
201.
learning algorithm
202.
learning analysis
203.
learning analytics
204.
learning and experimentation
205.
learning and health outcomes
206.
learning and memory
207.
learning business school
208.
learning by teaching
209.
learning concept
210.
learning content
211.
learning design
212.
learning difficulties
213.
Learning environment
214.
learning experience
215.
learning factory
216.
Learning from Demonstration
217.
learning infrastructures
218.
Learning Lab
219.
learning management
220.
learning management system
221.
learning management systems
222.
learning methodology
223.
learning metrics
224.
learning models
225.
learning motivation
226.
learning objectives
227.
learning objects
228.
learning organization
229.
learning orientation
230.
learning outcomes
231.
learning process
232.
learning processes
233.
learning rate
234.
learning rate dependence on ownership form
235.
learning rate of organization
236.
learning region
237.
learning situation
238.
learning software agents
239.
learning styles
240.
learning systems
241.
learning technologies
242.
learning theories
243.
learning through the questionnaires
244.
learning university
245.
learning-to-rank
246.
lifelong learning
247.
long-short term learning
248.
mathematics students learning habits
249.
Meaningful learning
250.
measuring learning
251.
mobile learning
252.
model learning
253.
Multi-agent reinforcement learning
254.
multi-task learning
255.
mutual learning
256.
new learning models
257.
node embedding learning
258.
NREN e-learning
259.
on-device transfer learning
260.
online learning
261.
ontologies for learning systems
262.
ontology learning
263.
Open Learning Resources (OLR)
264.
organisational learning
265.
organizational learning
266.
organizational learning measurement instruments
267.
organizational learning rate dependence on management
268.
organizational learning rate measurement
269.
outcome oriented learning
270.
peer‐to‐peer learning group
271.
personalised learning
272.
personalized learning
273.
policy learning
274.
problem-based learning
275.
Problem-based learning (PBL)
276.
project learning
277.
project-based learning
278.
Q-learning
279.
Q-learning algorithm
280.
query learning
281.
regional learning
282.
reinforcement learning
283.
Reinforcement Learning (RL)
284.
relative learning performance
285.
Remote learning
286.
research-oriented learning
287.
reusable learning objects
288.
scholarship of teaching and learning
289.
self learning software
290.
self learning system
291.
self-learning
292.
self-regulated learning
293.
semi-supervised learning
294.
sequence of learning activities
295.
sequence to sequence learning
296.
sequential learning
297.
SIS problem, learning with errors
298.
smart learning
299.
smart learning environment
300.
social learning
301.
socio-emotional learning
302.
stochastic learning theory
303.
student centred learning
304.
supervised contrastive learning
305.
supervised learning
306.
supervised learning data
307.
synchronous hybrid learning
308.
zero-shot learning
309.
task based learning
310.
team learning
311.
Technological learning
312.
technology-enhanced learning
313.
the dimensions of the learning organisation
314.
the dimensions of the learning organization questionnaire (DLOQ)
315.
tools for interactive learning and teaching
316.
trans-disciplinary social-learning
317.
transfer learning
318.
true online reinforcement learning
319.
ubiquitous learning
320.
unsupervised learning
321.
urban learning center
322.
value of learning
323.
web and computerbased learning
324.
Web and computer-based learning
325.
virtual collaborative learning environment (VCLE)
326.
virtual learning environment
327.
virtual learning factory
328.
work-based learning
329.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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