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26
book article
Comparison of machine learning based methods for residential load forecasting
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Kütt, Lauri
;
Rosin, Argo
2019 Electric Power Quality and Supply Reliability Conference (PQ) & 2019 Symposium on Electrical Engineering and Mechatronics (SEEM), Kärdla, Estonia, June 12-15, 2019 : proceedings
2019
/
4 p. : ill
https://doi.org/10.1109/PQ.2019.8818267
book article
27
book article EST
/
book article ENG
Comprehensive Feature Selection for Machine Learning-Based Intrusion Detection in Healthcare IoMT Networks
Rehman, Muaan Ur
;
Kalakoti, Rajesh
;
Bahsi, Hayretdin
Proceedings of the 11th International Conference on Information Systems Security and Privacy (ICISSP 2025). Vol. 2
2025
/
p. 248-259 : ill
https://www.scitepress.org/Papers/2025/133136/133136.pdf
https://doi.org//10.5220/0013313600003899
Conference proceedings at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
book article EST
/
book article ENG
Related publications
1
Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
28
journal article EST
/
journal article ENG
Continuous measurement of sulfate to optimize mine water desalination with real-time augmented in-situ raman spectroscopy
Grafe, Bruno
;
Johnson, Philip
;
Srivastava, Shashank
;
Stolzenberg, Sebastian
;
Mantescu, Liviu
;
Tugaoen, Heather
Desalination
2026
/
art. 119465
https://doi.org/10.1016/j.desal.2025.119465
journal article EST
/
journal article ENG
29
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
30
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
31
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
32
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
33
journal article EST
/
journal article ENG
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 metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Energy management system for single-cell three-phase energy router in residential applications = Energiahaldussüsteem üheelemendilisele kolmefaasilisele energiaruuterile elamutes
34
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
35
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
36
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
37
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
38
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
39
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
40
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
41
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
42
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
43
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
44
book article
Drawing Strategies Analysis for the Embedded Figure Tests
Nõmm, Sven
;
Tarvas, Peeter
;
Selau, Bento
;
Salomao, Soraya Jesus
;
Toomela, Aaro
Recent Challenges in Intelligent Information and Database Systems (ACIIDS 2025) : 17th Asian Conference, ACIIDS 2025 Kitakyushu, Japan, April 23–25, 2025 : Proceedings, Part II
2025
/
p. 3–14 : ill
https://doi.org/10.1007/978-981-96-5884-8_1
book article
45
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
46
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
47
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
48
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
49
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
50
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
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keyword
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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