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1
book article
Accuracy analysis of selected time series and machine learning methods for smart cities based on Estonian electricity consumption forecast
Häring, Tobias
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Korõtko, Tarmo
;
Biechl, Helmuth
2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : proceedings
2020
/
p. 425-428 : ill
https://doi.org/10.1109/CPE-POWERENG48600.2020.9161690
book article
2
journal article EST
/
journal article ENG
Applicability of spiral drawing test for mental fatigue modelling
Senkiv, Olesja
;
Nõmm, Sven
;
Toomela, Aaro
IFAC-PapersOnLine
2019
/
p. 190-195 : ill
https://doi.org/10.1016/j.ifacol.2019.01.064
Conference proceedings at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
3
journal article
Application of artificial intelligence and machine learning for BIM : review
Bassir, David
;
Lodge, Hugo
;
Chang, Haochen
;
Majak, Jüri
;
Chen, Gonfa
International journal for simulation and multidisciplinary design optimization
2023
/
art. 5
https://doi.org/10.1051/smdo/2023005
journal article
4
journal article EST
/
journal article ENG
Application of machine learning for assessment of HS code correctness
Spitšakova, Margarita
;
Haav, Hele-Mai
Baltic journal of modern computing
2020
/
p. 698-718
https://doi.org/10.22364/bjmc.2020.8.4.13
Journal Metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
5
book article
Applying machine learning with satellite altimetry data for prediction of absolute dynamic topography for the Baltic Sea
Mostafavi, Majid
;
Delpeche-Ellmann, Nicole Camille
;
Ellmann, Artu
Nordic Geodetic Commission General Assembly 2022 in Copenhagen : Poster Session
2022
/
26 l.
https://medialib.cmcdn.dk/medialibrary/010C1367-E991-4A33-AB10-1953247E9C23/530AEABD-3A25-ED11-84B6-00155D0B0940.pdf
book article
6
book article
Artificial intelligence and education
Jaakkola, Hannu
;
Henno, Jaak
;
Lahti, J-P.
;
Järvinen, Raimo
;
Mäkelainen, Jukka
2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO), 28 Sept.-2 Oct. 2020, Opatija, Croatia : proceedings
2020
/
p. 548-555
https://doi.org/10.23919/MIPRO48935.2020.9245329
book article
7
journal article EST
/
journal article ENG
Artificial intelligence and the GDPR : Inevitable nemeses?
Kesa, Aleksandr
;
Kerikmäe, Tanel
TalTech journal of European studies
2020
/
p. 68-90
https://doi.org/10.1515/bjes-2020-0022
https://content.sciendo.com/view/journals/bjes/bjes-overview.xml?tab_body=latestIssueToc-79907
https://www.ester.ee/record=b5290032*est
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
8
book article
Artificial intelligence in monitoring and diagnostics of electrical energy conversion systems
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
;
Pomarnacki, Raimondas
;
Belahcen, Anouar
;
Van Khang, Hyunh
2020 27th International Workshop on Electric Drives: MPEI Department of Electric Drives 90th Anniversary (IWED), Moscow, Russia, January 27-30, 2020
2020
/
4 p
https://doi.org/10.1109/IWED48848.2020.9069566
book article
9
book article
Artificial intelligence within the military domain and cyber warfare
Hallaq, Bil
;
Sõmer, Tiia
;
Osula, Anna-Maria
;
Ngo, Kim
;
Mitchener-Nissen, Timothy
Proceedings of the 16th European Conference on Cyber Warfare and Security, ECCWS 2017 : hosted by University College Dublin, Ireland, 29-30 June 2017
2017
/
p. 153-156
https://www.scopus.com/record/display.uri?eid=2-s2.0-85028013021&origin=resultslist&zone=contextBox
book article
10
journal article EST
/
journal article ENG
Artificial lateral line for aquatic habitat modelling: An example for Lefua echigonia
Garcia-Vega, Ana
;
Fuentes-Perez, Juan Francisco
;
Fukuda, Shinji
;
Kruusmaa, Maarja
;
Sanz-Ronda, Francisco Javier
;
Tuhtan, Jeffrey Andrew
Ecological Informatics
2021
/
art. 101388
https://doi.org/10.1016/j.ecoinf.2021.101388
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
11
journal article EST
/
journal article ENG
Behavioural compass : animal behaviour recognition using magnetometers
Chakravarty, Pritish
;
Maalberg, Maiki
;
Cozzi, Gabriele
;
Ozgul, Arpat
;
Aminian, Kamiar
Movement Ecology
2019
/
Art. nr. 28
https://doi.org/10.1186/s40462-019-0172-6
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
12
book article
CapsNet on embedded devices in a data scarce scenario
Ezechukwu, Dismas Ndubuis
;
Le Moullec, Yannick
2022 18th Biennial Baltic Electronics Conference (BEC)
2022
/
6 l.
https://doi.org/10.1109/BEC56180.2022.9935600
book article
13
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
14
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
Seotud publikatsioonid
1
IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks
15
book article
Data science-based techniques for modelling and diagnostics of battery cells based on end-of-life criteria
Gilbert Zequera, Rolando Antonio
;
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
16
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
17
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
Seotud publikatsioonid
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
18
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
Seotud publikatsioonid
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
19
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
20
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
21
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
22
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
23
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
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
24
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
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
25
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
Number of records 99, displaying
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1.
adversarial machine learning
2.
adversarial machine-learning
3.
automatic machine learning (autoML)
4.
machine learning
5.
machine learning (ML)
6.
machine learning algorithms
7.
machine learning approach
8.
Machine Learning Explainable model
9.
machine learning for environmental applications
10.
machine-learning
11.
machine-learning predictive model
12.
Parkinson’s disease machine learning
13.
robust machine learning
14.
small data machine learning
15.
supervised machine learning
16.
unsupervised machine learning
17.
machine-to-machine communications
18.
AC machine
19.
Algorithmic State Machine - ASM
20.
axial flux machine
21.
axial flux switched reluctance machine
22.
bearingless machine
23.
brushless machine
24.
coordinate measurring machine
25.
electric machine
26.
electric machine analysis computing
27.
electric machine control
28.
electrical machine
29.
electrical machine cooling
30.
electrical machine design
31.
finite state machine
32.
Finite State Machine - FSM
33.
hierarchical finite state machine
34.
human machine interaction
35.
human machine systems
36.
human-machine interaction
37.
human-machine interface
38.
human-machine system
39.
induction machine
40.
interior permanent magnet machine
41.
interior permanent-magnet synchronous machine (IPMSM)
42.
linear machine
43.
machine bearings
44.
machine condition monitoring
45.
machine control
46.
machine design
47.
machine elements
48.
machine error
49.
machine housing
50.
machine tools
51.
machine vector control
52.
machine windings
53.
machine vision
54.
machine-translation
55.
man-machine systems
56.
massive machine-type communication (mMTC)
57.
massive machine-type communications (mMTC)
58.
massive Machine-Type connections (mMTC)
59.
multi-class support vector machine (m-SVM)
60.
multi-machine
61.
multi-machine industrial power plant
62.
multi-machine power system
63.
multi-stream interaction machine
64.
outer-rotor machine
65.
permanent magnet (PM) synchronous machine
66.
permanent magnet flux-switching machine
67.
permanent magnet machine
68.
permanent magnet synchronous machine (PMSM)
69.
sewing machine operator
70.
state machine
71.
support vector machine
72.
surface permanent magnet machine (SPM)
73.
switched reluctance machine
74.
switched reluctance machine (SRM)
75.
synchronous machine
76.
TBM (tunnel boring machine)
77.
totally enclosed fan-cooled machine
78.
universal friction machine
79.
virtual synchronous machine
80.
active learning
81.
active learning methods
82.
algorithm controlling the learning process
83.
appetitive associative learning
84.
approach to learning
85.
Attitude to learning
86.
authoritarian learning
87.
automata learning
88.
BIM-enabled learning
89.
BIM-enabled learning environment
90.
blended learning
91.
business school as learning organization
92.
business school learning organization questionnaire (BSLOQ)
93.
business school learning rate dependence on GPD
94.
business school learning rate measurement instrument
95.
client learning
96.
Collaborative e-learning
97.
collaborative learning
98.
competence based learning
99.
competence learning
100.
competence-based learning
101.
competency based learning
102.
Component organised learning (COL)
103.
computer assisted language learning
104.
computer based learning
105.
computer-assisted language learning (CALL)
106.
cooperative reinforcement learning
107.
coping with online teaching and learning
108.
customer learning
109.
deep learning
110.
deep learning (DL)
111.
deep learning classifier
112.
deep learning model
113.
deep learning network
114.
deep reinforcement learning
115.
Deep reinforcing learning SDN
116.
Deep-learning
117.
deep-learning (DL)
118.
dictionary learning
119.
digital learning module
120.
Dimensions of Learning Organisation Questionnaire (DLOQ)
121.
distance learning
122.
distant learning
123.
distributed independent reinforcement learning
124.
double Q-learning
125.
effective teaching and learning
126.
e-learning
127.
e‐learning
128.
e-Learning course
129.
e-Learning database
130.
e-learning environment
131.
electronic learning
132.
embedded deep learning
133.
Emergency remote learning
134.
ensemble learning
135.
enterprising and entrepreneurial learning
136.
entrepreneurial learning
137.
entrepreneurial teaching and learning
138.
experiential learning
139.
Federated learning
140.
federated learning (FL)
141.
flexible learning
142.
game based learning
143.
game-based learning
144.
guided in-service learning
145.
hands-on-learning
146.
history learning
147.
hybrid learning
148.
incremental learning
149.
inductive learning
150.
inductive learning algorithm
151.
interactive learning objects
152.
interdisciplinary learning
153.
inverse reinforcement learning
154.
investor learning
155.
iterative learning
156.
Learner-centered learning environment
157.
learning
158.
learning (artificial intelligence)
159.
learning activities
160.
learning adaptation in autonomous vehicles
161.
learning algorithm
162.
learning analysis
163.
learning analytics
164.
learning and experimentation
165.
learning and health outcomes
166.
learning and memory
167.
learning business school
168.
learning by teaching
169.
learning concept
170.
learning difficulties
171.
Learning environment
172.
learning experience
173.
learning infrastructures
174.
Learning Lab
175.
learning management
176.
learning management system
177.
learning management systems
178.
learning methodology
179.
learning metrics
180.
learning models
181.
learning motivation
182.
learning objectives
183.
learning objects
184.
learning organization
185.
learning orientation
186.
learning outcomes
187.
learning process
188.
learning processes
189.
learning rate
190.
learning rate dependence on ownership form
191.
learning rate of organization
192.
learning region
193.
learning situation
194.
learning software agents
195.
learning styles
196.
learning systems
197.
learning technologies
198.
learning theories
199.
learning through the questionnaires
200.
learning university
201.
learning-to-rank
202.
lifelong learning
203.
mathematics students learning habits
204.
Meaningful learning
205.
measuring learning
206.
mobile learning
207.
model learning
208.
Multi-agent reinforcement learning
209.
mutual learning
210.
new learning models
211.
node embedding learning
212.
NREN e-learning
213.
on-device transfer learning
214.
online learning
215.
ontologies for learning systems
216.
ontology learning
217.
organisational learning
218.
organizational learning
219.
organizational learning measurement instruments
220.
organizational learning rate dependence on management
221.
organizational learning rate measurement
222.
outcome oriented learning
223.
peer‐to‐peer learning group
224.
personalised learning
225.
policy learning
226.
problem-based learning
227.
Problem-based learning (PBL)
228.
project learning
229.
project-based learning
230.
Q-learning
231.
Q-learning algorithm
232.
query learning
233.
regional learning
234.
reinforcement learning
235.
relative learning performance
236.
Remote learning
237.
research-oriented learning
238.
reusable learning objects
239.
scholarship of teaching and learning
240.
self learning software
241.
self learning system
242.
self-learning
243.
self-regulated learning
244.
semi-supervised learning
245.
smart learning
246.
smart learning environment
247.
social learning
248.
stochastic learning theory
249.
supervised learning
250.
supervised learning data
251.
task based learning
252.
team learning
253.
Technological learning
254.
the dimensions of the learning organisation
255.
the dimensions of the learning organization questionnaire (DLOQ)
256.
tools for interactive learning and teaching
257.
trans-disciplinary social-learning
258.
transfer learning
259.
true online reinforcement learning
260.
ubiquitous learning
261.
unsupervised learning
262.
urban learning center
263.
value of learning
264.
web and computerbased learning
265.
Web and computer-based learning
266.
virtual learning environment
267.
virtual learning factory
268.
work-based learning
269.
workplace learning
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ELIXIR Machine Learning Focus Group
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1.
UNDP Urban Learning Center
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