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51
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
52
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
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journal article EST
/
journal article ENG
53
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
54
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
55
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
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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
56
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
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journal article EST
/
journal article ENG
57
book article
Lowering uncertainty of cancer classification
Okun, O.
;
Priisalu, Helen
Proceedings of IPMU'08
2008
/
p. 543-550 : ill
book article
58
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
59
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
60
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
61
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
62
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
63
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
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journal article EST
/
journal article ENG
64
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
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Article at WOS
journal article EST
/
journal article ENG
65
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
66
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
67
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
68
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
69
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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Article at WOS
journal article EST
/
journal article ENG
70
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
71
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
72
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
73
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
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
74
book article
On the estimation of complex circuits functional failure rate by machine learning techniques
Lange, Thomas
;
Balakrishnan, Aneesh
;
Glorieux, Maximilien
;
Alexandrescu, Dan
;
Sterpone, Luca
49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - DSN 2019 : Supplemental Volume : proceedings
2019
/
p. 35-41 : ill
https://doi.org/10.1109/DSN-S.2019.00021
book article
Seotud publikatsioonid
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
75
journal article EST
/
journal article ENG
On the relativity of time : implications and challenges of data drift on long-term effective android malware detection
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
Computers & Security
2022
/
art. 102835, 15 p. : ill
https://doi.org/10.1016/j.cose.2022.102835
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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
Number of records 112, displaying
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279
1.
adversarial machine learning
2.
adversarial machine-learning
3.
automatic machine learning (autoML)
4.
False data injection attack; Machine learning; Matlab; Python; State estimation; Sudden load change
5.
graph machine learning
6.
interpretable machine learning
7.
machine learning
8.
machine learning (ML)
9.
machine learning algorithms
10.
machine learning approach
11.
Machine Learning Explainable model
12.
machine learning for environmental applications
13.
machine learning models
14.
machine learning systems
15.
machine-learning
16.
machine-learning predictive model
17.
Parkinson’s disease machine learning
18.
robust machine learning
19.
small data machine learning
20.
supervised machine learning
21.
unsupervised machine learning
22.
machine-to-machine communications
23.
AC machine
24.
Algorithmic State Machine - ASM
25.
axial flux machine
26.
axial flux switched reluctance machine
27.
bearingless machine
28.
brushless machine
29.
coordinate measurring machine
30.
electric machine
31.
electric machine analysis computing
32.
electric machine control
33.
electrical machine
34.
electrical machine cooling
35.
electrical machine design
36.
finite state machine
37.
Finite State Machine - FSM
38.
hierarchical finite state machine
39.
human machine interaction
40.
human machine systems
41.
human-machine interaction
42.
human-machine interface
43.
human-machine system
44.
induction machine
45.
interior permanent magnet machine
46.
interior permanent-magnet synchronous machine (IPMSM)
47.
machine bearings
48.
machine condition monitoring
49.
machine control
50.
machine design
51.
machine elements
52.
machine error
53.
machine housing
54.
machine tools
55.
machine vector control
56.
machine windings
57.
machine vision
58.
machine-checked proofs
59.
machine-translation
60.
man-machine systems
61.
massive machine-type communication (mMTC)
62.
massive machine-type communications (mMTC)
63.
massive Machine-Type connections (mMTC)
64.
multi-class support vector machine (m-SVM)
65.
multi-machine
66.
multi-machine industrial power plant
67.
multi-machine power system
68.
multi-stream interaction machine
69.
outer-rotor machine
70.
permanent magnet (PM) synchronous machine
71.
permanent magnet flux-switching machine
72.
permanent magnet machine
73.
permanent magnet synchronous machine (PMSM)
74.
sewing machine operator
75.
state machine
76.
support vector machine
77.
surface permanent magnet machine (SPM)
78.
switched reluctance machine
79.
switched reluctance machine (SRM)
80.
synchronous machine
81.
TBM (tunnel boring machine)
82.
totally enclosed fan-cooled machine
83.
universal friction machine
84.
virtual synchronous machine
85.
active blended learning
86.
active learning
87.
active learning methods
88.
algorithm controlling the learning process
89.
appetitive associative learning
90.
approach to learning
91.
Attitude to learning
92.
authoritarian learning
93.
automata learning
94.
BIM-enabled learning
95.
BIM-enabled learning environment
96.
blended learning
97.
business school as learning organization
98.
business school learning organization questionnaire (BSLOQ)
99.
business school learning rate dependence on GPD
100.
business school learning rate measurement instrument
101.
client learning
102.
Collaborative e-learning
103.
collaborative learning
104.
competence based learning
105.
competence learning
106.
competence-based learning
107.
competency based learning
108.
Component organised learning (COL)
109.
computer assisted language learning
110.
computer based learning
111.
computer-assisted language learning (CALL)
112.
cooperative reinforcement learning
113.
coping with online teaching and learning
114.
customer learning
115.
deep learning
116.
deep learning (DL)
117.
deep learning classifier
118.
deep learning model
119.
deep learning model quantization
120.
deep learning network
121.
deep reinforcement learning
122.
Deep reinforcing learning SDN
123.
Deep-learning
124.
deep-learning (DL)
125.
dictionary learning
126.
digital learning module
127.
Dimensions of Learning Organisation Questionnaire (DLOQ)
128.
distance learning
129.
distant learning
130.
distributed independent reinforcement learning
131.
double Q-learning
132.
effective teaching and learning
133.
e-learning
134.
e‐learning
135.
e-Learning course
136.
e-Learning database
137.
e-learning environment
138.
electronic learning
139.
embedded deep learning
140.
Emergency remote learning
141.
ensemble learning
142.
enterprising and entrepreneurial learning
143.
entrepreneurial learning
144.
entrepreneurial teaching and learning
145.
experiential learning
146.
Federated learning
147.
federated learning (FL)
148.
flexible learning
149.
game based learning
150.
game-based learning
151.
guided in-service learning
152.
hands-on-learning
153.
history learning
154.
hybrid learning
155.
incremental learning
156.
inductive learning
157.
inductive learning algorithm
158.
interactive learning objects
159.
interdisciplinary learning
160.
inverse reinforcement learning
161.
investor learning
162.
iterative learning
163.
Learner-centered learning environment
164.
learning
165.
learning (artificial intelligence)
166.
learning activities
167.
learning adaptation in autonomous vehicles
168.
learning algorithm
169.
learning analysis
170.
learning analytics
171.
learning and experimentation
172.
learning and health outcomes
173.
learning and memory
174.
learning business school
175.
learning by teaching
176.
learning concept
177.
learning design
178.
learning difficulties
179.
Learning environment
180.
learning experience
181.
learning infrastructures
182.
Learning Lab
183.
learning management
184.
learning management system
185.
learning management systems
186.
learning methodology
187.
learning metrics
188.
learning models
189.
learning motivation
190.
learning objectives
191.
learning objects
192.
learning organization
193.
learning orientation
194.
learning outcomes
195.
learning process
196.
learning processes
197.
learning rate
198.
learning rate dependence on ownership form
199.
learning rate of organization
200.
learning region
201.
learning situation
202.
learning software agents
203.
learning styles
204.
learning systems
205.
learning technologies
206.
learning theories
207.
learning through the questionnaires
208.
learning university
209.
learning-to-rank
210.
lifelong learning
211.
mathematics students learning habits
212.
Meaningful learning
213.
measuring learning
214.
mobile learning
215.
model learning
216.
Multi-agent reinforcement learning
217.
mutual learning
218.
new learning models
219.
node embedding learning
220.
NREN e-learning
221.
on-device transfer learning
222.
online learning
223.
ontologies for learning systems
224.
ontology learning
225.
organisational learning
226.
organizational learning
227.
organizational learning measurement instruments
228.
organizational learning rate dependence on management
229.
organizational learning rate measurement
230.
outcome oriented learning
231.
peer‐to‐peer learning group
232.
personalised learning
233.
policy learning
234.
problem-based learning
235.
Problem-based learning (PBL)
236.
project learning
237.
project-based learning
238.
Q-learning
239.
Q-learning algorithm
240.
query learning
241.
regional learning
242.
reinforcement learning
243.
Reinforcement Learning (RL)
244.
relative learning performance
245.
Remote learning
246.
research-oriented learning
247.
reusable learning objects
248.
scholarship of teaching and learning
249.
self learning software
250.
self learning system
251.
self-learning
252.
self-regulated learning
253.
semi-supervised learning
254.
smart learning
255.
smart learning environment
256.
social learning
257.
stochastic learning theory
258.
supervised learning
259.
supervised learning data
260.
task based learning
261.
team learning
262.
Technological learning
263.
technology-enhanced learning
264.
the dimensions of the learning organisation
265.
the dimensions of the learning organization questionnaire (DLOQ)
266.
tools for interactive learning and teaching
267.
trans-disciplinary social-learning
268.
transfer learning
269.
true online reinforcement learning
270.
ubiquitous learning
271.
unsupervised learning
272.
urban learning center
273.
value of learning
274.
web and computerbased learning
275.
Web and computer-based learning
276.
virtual learning environment
277.
virtual learning factory
278.
work-based learning
279.
workplace learning
author
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1.
ELIXIR Machine Learning Focus Group
subject term
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1.
UNDP Urban Learning Center
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