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51
journal article EST
/
journal article ENG
Industrial robot training in the simulation using the machine learning agent
Nutonen, Karle
;
Kuts, Vladimir
;
Otto, Tauno
Procedia computer science
2023
/
p. 446-455
https://doi.org/10.1016/j.procs.2022.12.240
Conference Proceedings at Scopus
Article at Scopus
journal article EST
/
journal article ENG
52
book article
Knowledge based decision making in mechanical workshops
Kruuser, Kaarel
;
Riives, Jüri
;
Kiolein, Indrek
Proceedings of the 32nd International DAAAM Virtual Symposium "Intelligent Manufacturing & Automation"
2021
/
p. 0514-0521
https://doi.org/10.2507/32nd.daaam.proceedings.074
book article
53
journal article EST
/
journal article ENG
Latest research trends in gait analysis using wearable sensors and machine learning: A systematic review
Saboor, Abdul
;
Kask, Triin
;
Kuusik, Alar
;
Alam, Muhammad Mahtab
;
Le Moullec, Yannick
IEEE Access
2020
/
art. 3022818, p. 167830−167864
https://doi.org/10.1109/ACCESS.2020.3022818
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
54
journal article EST
/
journal article ENG
Learning from few cyber-attacks : addressing the class imbalance problem in machine learning-based intrusion detection in software-defined networking
Mirsadeghi, Seyed Mohammad Hadi
;
Bahsi, Hayretdin
;
Vaarandi, Risto
;
Inoubli, Wissem
IEEE Access
2023
/
p. 140428 - 140442
https://doi.org/10.1109/ACCESS.2023.3341755
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
55
journal article EST
/
journal article ENG
Learning timed automata from interaction traces
Vain, Jüri
;
Kanter, Gert
;
Anier, Aivo
IFAC-PapersOnLine
2019
/
p. 205-210
https://doi.org/10.1016/j.ifacol.2019.12.097
Conference proceedings at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
56
journal article
Legal engineering of the anti-abuse rule in ATAD : architecture of the regression tree model
Künnapas, Kaido
TalTech journal of European studies
2021
/
p. 65-82 : ill
https://www.ester.ee/record=b5290032*est
journal article
57
journal article EST
/
journal article ENG
Leveraging the first line of defense : a study on the evolution and usage of android security permissions for enhanced android malware detection
Guerra Manzanares, Alejandro
;
Luckner, Marcin
;
Bahsi, Hayretdin
Journal of Computer Virology and Hacking Techniques
2022
/
32 p. : ill
https://doi.org/10.1007/s11416-022-00432-3
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
Seotud publikatsioonid
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
58
journal article EST
/
journal article ENG
LightGBM-based fault diagnosis of rotating machinery under changing working conditions using modified recursive feature elimination
Saberi, Alireza Nemat
;
Belahcen, Anouar
;
Sobra, Jan
;
Vaimann, Toomas
IEEE Access
2022
/
p. 81910-81925
https://doi.org/10.1109/ACCESS.2022.3195939
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
59
book article
Lowering uncertainty of cancer classification
Okun, O.
;
Priisalu, Helen
Proceedings of IPMU'08
2008
/
p. 543-550 : ill
book article
60
book article
Machine learning and deep learning techniques for residential load forecasting : a comparative analysis
Shabbir, Noman
;
Kütt, Lauri
;
Raja, Hadi Ashraf
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Husev, Oleksandr
2021 IEEE 62nd International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON): conference proceedings
2021
/
p. 1-5
https://doi.org/10.1109/RTUCON53541.2021.9711741
book article
Seotud publikatsioonid
1
Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
61
journal article EST
/
journal article ENG
A machine learning approach to achieving energy efficiency in relay-assisted LTE-a downlink system
Hassan, Hammad
;
Ahmed, Ifran
;
Ahmad, Rizwan
;
Khammari, Hedi
;
Bhatti, Ghulam
;
Ahmed, Waqas
;
Alam, Muhammad Mahtab
Sensors
2019
/
art. 3461, 25 p. : ill
https://doi.org/10.3390/s19163461
Journal metrics at Scopus
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Article at WOS
journal article EST
/
journal article ENG
62
journal article EST
/
journal article ENG
Machine learning based analysis of the upper limb freezing during handwriting in Parkinson's disease patients
Gorbatšov, Vassili
;
Valla, Elli
;
Nõmm, Sven
;
Medijainen, Kadri
;
Taba, Pille
;
Toomela, Aaro
IFAC-PapersOnLine
2022
/
p. 91-95
https://doi.org/10.1016/j.ifacol.2022.10.237
Conference Proceeding metrics at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
63
book article EST
/
book article ENG
Machine learning techniques for wireless-powered ambient backscatter communications : enabling intelligent iot networks in 6g era
Jameel, Furqan
;
Sharma, Navuday
;
Khan, Muhammad Awais
;
Khan, Imran
;
Alam, Muhammad Mahtab
;
Alam, Muhammad Mahtab
;
Mavromoustakis, Constandinos X.
Internet of Things
/
2020
https://doi.org/10.1007/978-3-030-44907-0_8
Article collection metrics at Scopus
Article at Scopus
book article EST
/
book article ENG
64
book article
Machine learning to tackle the challenges of transient and soft errors in complex circuits
Lange, Thomas
;
Balakrishnan, Aneesh
;
Glorieux, Maximilien
;
Alexandrescu, Dan
;
Sterpone, Luca
2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS), 1-3 July 2019, Greece
2019
/
p. 7-14 : ill
https://doi.org/10.1109/IOLTS.2019.8854423
book article
65
journal article EST
/
journal article ENG
Machine learning-based prediction of specific energy consumption for cut-off grinding
Awan, Muhammad Rizwan
;
Rojas, Hernan A. Gonzalez
;
Hameed, Saqib
;
Riaz, Fahid
;
Hamid, Shahzaib
;
Hussain, Abrar
Sensors
2022
/
art. 7152
https://doi.org/10.3390/s22197152
Journal metrics at Scopus
Article at Scopus
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journal article EST
/
journal article ENG
66
journal article EST
/
journal article ENG
Malicious accounts detection from online social networks : a systematic review of literature
Ben Sassi, Imen
;
Ben Yahia, Sadok
International Journal of General Systems
2021
/
p. 741−814
https://doi.org/10.1080/03081079.2021.1976773
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
67
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
Seotud publikatsioonid
1
Artificial intelligence driven approaches for fault prognostics of electrical machines using vibration spectrum analysis = Tehisintellektil põhinevad lähenemisviisid elektrimasinate rikete prognoosimiseks vibratsioonispektri analüüsi abil
68
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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Article at WOS
journal article EST
/
journal article ENG
Seotud publikatsioonid
1
Research and development of energy storage control strategies for residential area microgrids = Energiasalvestite juhtimisstrateegiate uurimine ja arendamine elamupiirkondade mikrovõrkudele
69
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
70
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
71
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
Journal metrics at Scopus
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journal article EST
/
journal article ENG
72
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
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
73
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
Journal metrics at Scopus
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journal article EST
/
journal article ENG
74
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
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
75
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
Seotud publikatsioonid
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
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1.
adversarial machine learning
2.
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interpretable machine learning
6.
machine learning
7.
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8.
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machine learning for environmental applications
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machine-learning
15.
machine-learning predictive model
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Parkinson’s disease machine learning
17.
robust machine learning
18.
small data machine learning
19.
supervised machine learning
20.
unsupervised machine learning
21.
machine-to-machine communications
22.
AC machine
23.
Algorithmic State Machine - ASM
24.
axial flux machine
25.
axial flux switched reluctance machine
26.
bearingless machine
27.
brushless machine
28.
coordinate measurring machine
29.
electric machine
30.
electric machine analysis computing
31.
electric machine control
32.
electrical machine
33.
electrical machine cooling
34.
electrical machine design
35.
finite state machine
36.
Finite State Machine - FSM
37.
hierarchical finite state machine
38.
human machine interaction
39.
human machine systems
40.
human-machine interaction
41.
human-machine interface
42.
human-machine system
43.
induction machine
44.
interior permanent magnet machine
45.
interior permanent-magnet synchronous machine (IPMSM)
46.
machine bearings
47.
machine condition monitoring
48.
machine control
49.
machine design
50.
machine elements
51.
machine error
52.
machine housing
53.
machine tools
54.
machine vector control
55.
machine windings
56.
machine vision
57.
machine-checked proofs
58.
machine-translation
59.
man-machine systems
60.
massive machine-type communication (mMTC)
61.
massive machine-type communications (mMTC)
62.
massive Machine-Type connections (mMTC)
63.
multi-class support vector machine (m-SVM)
64.
multi-machine
65.
multi-machine industrial power plant
66.
multi-machine power system
67.
multi-stream interaction machine
68.
outer-rotor machine
69.
permanent magnet (PM) synchronous machine
70.
permanent magnet flux-switching machine
71.
permanent magnet machine
72.
permanent magnet synchronous machine (PMSM)
73.
sewing machine operator
74.
state machine
75.
support vector machine
76.
surface permanent magnet machine (SPM)
77.
switched reluctance machine
78.
switched reluctance machine (SRM)
79.
synchronous machine
80.
TBM (tunnel boring machine)
81.
totally enclosed fan-cooled machine
82.
universal friction machine
83.
virtual synchronous machine
84.
active blended learning
85.
active learning
86.
active learning methods
87.
algorithm controlling the learning process
88.
appetitive associative learning
89.
approach to learning
90.
Attitude to learning
91.
authoritarian learning
92.
automata learning
93.
BIM-enabled learning
94.
BIM-enabled learning environment
95.
blended learning
96.
business school as learning organization
97.
business school learning organization questionnaire (BSLOQ)
98.
business school learning rate dependence on GPD
99.
business school learning rate measurement instrument
100.
client learning
101.
Collaborative e-learning
102.
collaborative learning
103.
competence based learning
104.
competence learning
105.
competence-based learning
106.
competency based learning
107.
Component organised learning (COL)
108.
computer assisted language learning
109.
computer based learning
110.
computer-assisted language learning (CALL)
111.
cooperative reinforcement learning
112.
coping with online teaching and learning
113.
customer learning
114.
deep learning
115.
deep learning (DL)
116.
deep learning classifier
117.
deep learning model
118.
deep learning model quantization
119.
deep learning network
120.
deep reinforcement learning
121.
Deep reinforcing learning SDN
122.
Deep-learning
123.
deep-learning (DL)
124.
dictionary learning
125.
digital learning module
126.
Dimensions of Learning Organisation Questionnaire (DLOQ)
127.
distance learning
128.
distant learning
129.
distributed independent reinforcement learning
130.
double Q-learning
131.
effective teaching and learning
132.
e-learning
133.
e‐learning
134.
e-Learning course
135.
e-Learning database
136.
e-learning environment
137.
electronic learning
138.
embedded deep learning
139.
Emergency remote learning
140.
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141.
enterprising and entrepreneurial learning
142.
entrepreneurial learning
143.
entrepreneurial teaching and learning
144.
experiential learning
145.
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146.
federated learning (FL)
147.
flexible learning
148.
game based learning
149.
game-based learning
150.
guided in-service learning
151.
hands-on-learning
152.
history learning
153.
hybrid learning
154.
incremental learning
155.
inductive learning
156.
inductive learning algorithm
157.
interactive learning objects
158.
interdisciplinary learning
159.
inverse reinforcement learning
160.
investor learning
161.
iterative learning
162.
Learner-centered learning environment
163.
learning
164.
learning (artificial intelligence)
165.
learning activities
166.
learning adaptation in autonomous vehicles
167.
learning algorithm
168.
learning analysis
169.
learning analytics
170.
learning and experimentation
171.
learning and health outcomes
172.
learning and memory
173.
learning business school
174.
learning by teaching
175.
learning concept
176.
learning design
177.
learning difficulties
178.
Learning environment
179.
learning experience
180.
learning infrastructures
181.
Learning Lab
182.
learning management
183.
learning management system
184.
learning management systems
185.
learning methodology
186.
learning metrics
187.
learning models
188.
learning motivation
189.
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190.
learning objects
191.
learning organization
192.
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learning outcomes
194.
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195.
learning processes
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learning rate dependence on ownership form
198.
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199.
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201.
learning software agents
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learning styles
203.
learning systems
204.
learning technologies
205.
learning theories
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learning through the questionnaires
207.
learning university
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learning-to-rank
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lifelong learning
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Meaningful learning
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measuring learning
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Multi-agent reinforcement learning
216.
mutual learning
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new learning models
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node embedding learning
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NREN e-learning
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on-device transfer learning
221.
online learning
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ontologies for learning systems
223.
ontology learning
224.
organisational learning
225.
organizational learning
226.
organizational learning measurement instruments
227.
organizational learning rate dependence on management
228.
organizational learning rate measurement
229.
outcome oriented learning
230.
peer‐to‐peer learning group
231.
personalised learning
232.
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235.
project learning
236.
project-based learning
237.
Q-learning
238.
Q-learning algorithm
239.
query learning
240.
regional learning
241.
reinforcement learning
242.
Reinforcement Learning (RL)
243.
relative learning performance
244.
Remote learning
245.
research-oriented learning
246.
reusable learning objects
247.
scholarship of teaching and learning
248.
self learning software
249.
self learning system
250.
self-learning
251.
self-regulated learning
252.
semi-supervised learning
253.
smart learning
254.
smart learning environment
255.
social learning
256.
stochastic learning theory
257.
supervised learning
258.
supervised learning data
259.
task based learning
260.
team learning
261.
Technological learning
262.
technology-enhanced learning
263.
the dimensions of the learning organisation
264.
the dimensions of the learning organization questionnaire (DLOQ)
265.
tools for interactive learning and teaching
266.
trans-disciplinary social-learning
267.
transfer learning
268.
true online reinforcement learning
269.
ubiquitous learning
270.
unsupervised learning
271.
urban learning center
272.
value of learning
273.
web and computerbased learning
274.
Web and computer-based learning
275.
virtual learning environment
276.
virtual learning factory
277.
work-based learning
278.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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