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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
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
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
Number of records 154, displaying
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331
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.
probability-informed machine learning
21.
robust machine learning
22.
small data machine learning
23.
supervised machine learning
24.
unsupervised machine learning
25.
machine-to-machine communications
26.
AC machine
27.
Algorithmic State Machine - ASM
28.
axial flux machine
29.
axial flux switched reluctance machine
30.
bearingless machine
31.
brushless machine
32.
coordinate measurring machine
33.
electric machine
34.
electric machine analysis computing
35.
electric machine control
36.
electrical machine
37.
electrical machine cooling
38.
electrical machine design
39.
finite state machine
40.
Finite State Machine - FSM
41.
flux switching machine
42.
hierarchical finite state machine
43.
high-frequency machine modeling
44.
human machine interaction
45.
human machine systems
46.
human-machine interaction
47.
human-machine interactions
48.
human-machine interface
49.
human-machine system
50.
induction machine
51.
interior permanent magnet machine
52.
interior permanent-magnet synchronous machine (IPMSM)
53.
logic machine
54.
low-resource machine translation
55.
machine bearings
56.
machine condition monitoring
57.
machine control
58.
machine design
59.
machine elements
60.
machine error
61.
machine housing
62.
machine tools
63.
machine translation
64.
machine vector control
65.
machine windings
66.
machine vision
67.
machine-checked proofs
68.
machine-translation
69.
man-machine systems
70.
massive machine type communication (mMTC)
71.
massive machine-type communication (mMTC)
72.
massive machine-type communication devices (mMTC)
73.
massive machine-type communications (mMTC)
74.
massive Machine-Type connections (mMTC)
75.
multi-class support vector machine (m-SVM)
76.
multi-machine
77.
multi-machine industrial power plant
78.
multi-machine power system
79.
multi-stream interaction machine
80.
neural machine translation
81.
outer-rotor machine
82.
permanent magnet (PM) synchronous machine
83.
permanent magnet flux-switching machine
84.
permanent magnet machine
85.
permanent magnet synchronous machine (PMSM)
86.
reluctance machine
87.
sewing machine operator
88.
spoke-type PM machine
89.
state machine
90.
support vector machine
91.
surface permanent magnet machine (SPM)
92.
switched reluctance machine
93.
switched reluctance machine (SRM)
94.
synchronous machine
95.
TBM (tunnel boring machine)
96.
totally enclosed fan-cooled machine
97.
universal friction machine
98.
virtual synchronous machine
99.
active blended learning
100.
active learning
101.
active learning and engagement
102.
active learning methods
103.
adaptive learning
104.
algorithm controlling the learning process
105.
appetitive associative learning
106.
approach to learning
107.
Artificial Intelligence in learning
108.
Attitude to learning
109.
authoritarian learning
110.
automata learning
111.
bayesian learning
112.
BIM-enabled learning
113.
BIM-enabled learning environment
114.
biophilic learning environments
115.
blended learning
116.
business school as learning organization
117.
business school learning organization questionnaire (BSLOQ)
118.
business school learning rate dependence on GPD
119.
business school learning rate measurement instrument
120.
challenge-based learning
121.
Challenge-Based Learning (CBL)
122.
city-to-city learning
123.
client learning
124.
Collaborative e-learning
125.
collaborative learning
126.
competence based learning
127.
competence learning
128.
competence-based learning
129.
competency based learning
130.
Component organised learning (COL)
131.
computer assisted language learning
132.
computer based learning
133.
computer-assisted language learning (CALL)
134.
contrastive learning
135.
cooperative reinforcement learning
136.
coping with online teaching and learning
137.
customer learning
138.
deep learning
139.
deep learning (DL)
140.
deep learning classifier
141.
deep learning method
142.
deep learning methods
143.
deep learning model
144.
deep learning model quantization
145.
deep learning network
146.
deep reinforcement learning
147.
Deep reinforcing learning SDN
148.
Deep-learning
149.
deep-learning (DL)
150.
dictionary learning
151.
digital learning module
152.
digital remote learning
153.
Dimensions of Learning Organisation Questionnaire (DLOQ)
154.
distance learning
155.
distant learning
156.
distributed independent reinforcement learning
157.
double Q-learning
158.
effective teaching and learning
159.
e-learning
160.
e‐learning
161.
e-Learning course
162.
e-Learning database
163.
e-learning environment
164.
electronic learning
165.
embedded deep learning
166.
Emergency remote learning
167.
ensemble learning
168.
enterprising and entrepreneurial learning
169.
entrepreneurial learning
170.
entrepreneurial teaching and learning
171.
ESG-learning
172.
experiential learning
173.
Federated learning
174.
federated learning (FL)
175.
flexible learning
176.
game based learning
177.
game-based learning
178.
Gamified learning
179.
guided in-service learning
180.
hands-on-learning
181.
history learning
182.
horizontal federated learning
183.
human-centred learning
184.
hybrid learning
185.
Immersive Learning
186.
inclusive learning
187.
incremental learning
188.
inductive learning
189.
inductive learning algorithm
190.
interactive learning objects
191.
interdisciplinary learning
192.
inverse reinforcement learning
193.
investor learning
194.
iterative learning
195.
Kolb’s experiential learning cycle
196.
language learning
197.
Learner-centered learning environment
198.
learning
199.
learning (artificial intelligence)
200.
learning activities
201.
learning adaptation in autonomous vehicles
202.
learning algorithm
203.
learning analysis
204.
learning analytics
205.
learning and experimentation
206.
learning and health outcomes
207.
learning and memory
208.
learning business school
209.
learning by teaching
210.
learning concept
211.
learning content
212.
learning design
213.
learning difficulties
214.
Learning environment
215.
learning experience
216.
learning factory
217.
Learning from Demonstration
218.
learning infrastructures
219.
Learning Lab
220.
learning management
221.
learning management system
222.
learning management systems
223.
learning methodology
224.
learning metrics
225.
learning models
226.
learning motivation
227.
learning objectives
228.
learning objects
229.
learning organization
230.
learning orientation
231.
learning outcomes
232.
learning process
233.
learning processes
234.
learning rate
235.
learning rate dependence on ownership form
236.
learning rate of organization
237.
learning region
238.
learning situation
239.
learning software agents
240.
learning styles
241.
learning systems
242.
learning technologies
243.
learning theories
244.
learning through the questionnaires
245.
learning university
246.
learning-to-rank
247.
lifelong learning
248.
long-short term learning
249.
mathematics students learning habits
250.
Meaningful learning
251.
measuring learning
252.
mobile learning
253.
model learning
254.
Multi-agent deep reinforcement learning
255.
Multi-agent reinforcement learning
256.
multi-task learning
257.
mutual learning
258.
new learning models
259.
node embedding learning
260.
NREN e-learning
261.
on-device transfer learning
262.
online learning
263.
ontologies for learning systems
264.
ontology learning
265.
Open Learning Resources (OLR)
266.
organisational learning
267.
organizational learning
268.
organizational learning measurement instruments
269.
organizational learning rate dependence on management
270.
organizational learning rate measurement
271.
outcome oriented learning
272.
peer‐to‐peer learning group
273.
personalised learning
274.
personalized learning
275.
policy learning
276.
problem-based learning
277.
Problem-based learning (PBL)
278.
project learning
279.
project-based learning
280.
Q-learning
281.
Q-learning algorithm
282.
query learning
283.
regional learning
284.
reinforcement learning
285.
Reinforcement Learning (RL)
286.
relative learning performance
287.
Remote learning
288.
research-oriented learning
289.
reusable learning objects
290.
scholarship of teaching and learning
291.
self learning software
292.
self learning system
293.
self-learning
294.
self-regulated learning
295.
semi-supervised learning
296.
sequence of learning activities
297.
sequence to sequence learning
298.
sequential learning
299.
SIS problem, learning with errors
300.
smart learning
301.
smart learning environment
302.
social learning
303.
socio-emotional learning
304.
stochastic learning theory
305.
student centred learning
306.
supervised contrastive learning
307.
supervised learning
308.
supervised learning data
309.
synchronous hybrid learning
310.
zero-shot learning
311.
task based learning
312.
team learning
313.
Technological learning
314.
technology-enhanced learning
315.
the dimensions of the learning organisation
316.
the dimensions of the learning organization questionnaire (DLOQ)
317.
tools for interactive learning and teaching
318.
trans-disciplinary social-learning
319.
transfer learning
320.
true online reinforcement learning
321.
ubiquitous learning
322.
unsupervised learning
323.
urban learning center
324.
value of learning
325.
web and computerbased learning
326.
Web and computer-based learning
327.
virtual collaborative learning environment (VCLE)
328.
virtual learning environment
329.
virtual learning factory
330.
work-based learning
331.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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