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51
book article
Hybrid feature selection models for machine learning based botnet detection in IoT networks
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
;
Nõmm, Sven
2019 International Conference on Cyberworlds : CW 2019 : 2-4 October 2019, Kyoto, Japan : proceedings
2019
/
p. 324-327 : ill
https://doi.org/10.1109/CW.2019.00059
book article
Related publications
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
52
book article
The impact of load on global parameters of electrical machines in case of healthy and broken rotor bars
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Autsou, Siarhei
;
Asad, Bilal
;
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
;
Shabbir, Noman
2022 18th Biennial Baltic Electronics Conference (BEC)
2022
/
5 l.
https://doi.org/10.1109/BEC56180.2022.9935614
book article
53
book article EST
/
book article ENG
Impact-driven discretization of numerical factors : case of two- and three-partitioning
Kaushik, Minakshi
;
Sharma, Rahul
;
Arakkal Peious, Sijo
;
Draheim, Dirk
Big Data Analytics. BDA 2021 : 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021 : proceedings
2021
/
p. 244–260
https://doi.org/10.1007/978-3-030-93620-4_18
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
Related publications
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
54
journal article EST
/
journal article ENG
Improved fault classification and localization in power transmission networks using vae-generated synthetic data and machine learning algorithms
Khan, Muhammad Amir
;
Asad, Bilal
;
Vaimann, Toomas
;
Kallaste, Ants
;
Pomarnacki, Raimondas
;
Hyunh, Van Khang
Machines
2023
/
art. 963
https://doi.org/10.3390/machines11100963
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
55
journal article
Improving response time of task and Adaboost classifiers in mobile fog computing
Darbanian, Elham
;
Rahbari, Dadmehr
;
Ghanizadeh, Roghayeh
;
Nickray, Mohsen
Jordanian journal of computers and information technology
2020
/
p. 345−360
https://www.ejmanager.com/mnstemps/71/71-1590557276.pdf?t=1608030630
journal article
56
journal article EST
/
journal article ENG
In silico machine learning methods in drug development
Dobchev, Dimitar Atanasov
;
Pillai, Girinath Gopinathan
;
Karelson, Mati
Current topics in medicinal chemistry
2014
/
p. 1913-1922
https://doi.org/10.2174/1568026614666140929124203
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
57
book article
In-depth feature selection and ranking for automated detection of mobile malware
Guerra Manzanares, Alejandro
;
Nõmm, Sven
;
Bahsi, Hayretdin
Proceedings of the 5th International Conference on Information Systems Security and Privacy : ICISSP 2019 : February 23-25, 2019, Prague, Czech Republic. Vol. 1
2019
/
p. 274-283 : ill
https://doi.org/10.5220/0007349602740283
book article
Related publications
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
In-depth feature selection for the statistical machine learning-based botnet detection in IoT networks
Kalakoti, Rajesh
;
Nõmm, Sven
;
Bahsi, Hayretdin
IEEE Access
2022
/
p. 94518-94535
https://doi.org/10.1109/ACCESS.2022.3204001
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
59
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
60
journal article EST
/
journal article ENG
Integrating Digital Twin Software Solutions with Collaborative Industrial Systems : A Comprehensive Review for Operational Efficiency
Guerra-Zubiaga, David
;
Aksu, Murat
;
Richards, Gershom
;
Kuts, Vladimir
Applied Sciences
2025
/
art. 7049
https://doi.org/10.3390/app15137049
journal article EST
/
journal article ENG
61
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
62
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
63
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
64
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
65
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
66
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
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
67
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
68
book article
Lowering uncertainty of cancer classification
Okun, O.
;
Priisalu, Helen
Proceedings of IPMU'08
2008
/
p. 543-550 : ill
book article
69
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
Related publications
1
Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
70
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
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
71
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
Related publications
1
Leveraging artificial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseks
72
journal article EST
/
journal article ENG
Machine learning for android malware detection : mission accomplished? a comprehensive review of open challenges and future perspectives
Guerra-Manzanares, Alejandro
Computers and Security
2024
/
art. 103654
https://doi.org/10.1016/j.cose.2023.103654
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
73
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
74
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
75
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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Article at WOS
journal article EST
/
journal article ENG
Number of records 137, displaying
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308
1.
adversarial machine learning
2.
adversarial machine-learning
3.
automatic machine learning (autoML)
4.
graph machine learning
5.
interpretable machine learning
6.
machine learning
7.
machine learning (ML)
8.
machine learning algorithms
9.
machine learning approach
10.
Machine Learning Explainable model
11.
machine learning for environmental applications
12.
machine learning models
13.
machine learning systems
14.
machine-learning
15.
machine-learning predictive model
16.
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.
high-frequency machine modeling
39.
human machine interaction
40.
human machine systems
41.
human-machine interaction
42.
human-machine interactions
43.
human-machine interface
44.
human-machine system
45.
induction machine
46.
interior permanent magnet machine
47.
interior permanent-magnet synchronous machine (IPMSM)
48.
logic machine
49.
low-resource machine translation
50.
machine bearings
51.
machine condition monitoring
52.
machine control
53.
machine design
54.
machine elements
55.
machine error
56.
machine housing
57.
machine tools
58.
machine translation
59.
machine vector control
60.
machine windings
61.
machine vision
62.
machine-checked proofs
63.
machine-translation
64.
man-machine systems
65.
massive machine type communication (mMTC)
66.
massive machine-type communication (mMTC)
67.
massive machine-type communications (mMTC)
68.
massive Machine-Type connections (mMTC)
69.
multi-class support vector machine (m-SVM)
70.
multi-machine
71.
multi-machine industrial power plant
72.
multi-machine power system
73.
multi-stream interaction machine
74.
neural machine translation
75.
outer-rotor machine
76.
permanent magnet (PM) synchronous machine
77.
permanent magnet flux-switching machine
78.
permanent magnet machine
79.
permanent magnet synchronous machine (PMSM)
80.
reluctance machine
81.
sewing machine operator
82.
state machine
83.
support vector machine
84.
surface permanent magnet machine (SPM)
85.
switched reluctance machine
86.
switched reluctance machine (SRM)
87.
synchronous machine
88.
TBM (tunnel boring machine)
89.
totally enclosed fan-cooled machine
90.
universal friction machine
91.
virtual synchronous machine
92.
active blended learning
93.
active learning
94.
active learning methods
95.
algorithm controlling the learning process
96.
appetitive associative learning
97.
approach to learning
98.
Attitude to learning
99.
authoritarian learning
100.
automata learning
101.
bayesian learning
102.
BIM-enabled learning
103.
BIM-enabled learning environment
104.
blended learning
105.
business school as learning organization
106.
business school learning organization questionnaire (BSLOQ)
107.
business school learning rate dependence on GPD
108.
business school learning rate measurement instrument
109.
challenge-based learning
110.
client learning
111.
Collaborative e-learning
112.
collaborative learning
113.
competence based learning
114.
competence learning
115.
competence-based learning
116.
competency based learning
117.
Component organised learning (COL)
118.
computer assisted language learning
119.
computer based learning
120.
computer-assisted language learning (CALL)
121.
cooperative reinforcement learning
122.
coping with online teaching and learning
123.
customer learning
124.
deep learning
125.
deep learning (DL)
126.
deep learning classifier
127.
deep learning method
128.
deep learning methods
129.
deep learning model
130.
deep learning model quantization
131.
deep learning network
132.
deep reinforcement learning
133.
Deep reinforcing learning SDN
134.
Deep-learning
135.
deep-learning (DL)
136.
dictionary learning
137.
digital learning module
138.
digital remote learning
139.
Dimensions of Learning Organisation Questionnaire (DLOQ)
140.
distance learning
141.
distant learning
142.
distributed independent reinforcement learning
143.
double Q-learning
144.
effective teaching and learning
145.
e-learning
146.
e‐learning
147.
e-Learning course
148.
e-Learning database
149.
e-learning environment
150.
electronic learning
151.
embedded deep learning
152.
Emergency remote learning
153.
ensemble learning
154.
enterprising and entrepreneurial learning
155.
entrepreneurial learning
156.
entrepreneurial teaching and learning
157.
ESG-learning
158.
experiential learning
159.
Federated learning
160.
federated learning (FL)
161.
flexible learning
162.
game based learning
163.
game-based learning
164.
guided in-service learning
165.
hands-on-learning
166.
history learning
167.
horizontal federated learning
168.
human-centred learning
169.
hybrid learning
170.
incremental learning
171.
inductive learning
172.
inductive learning algorithm
173.
interactive learning objects
174.
interdisciplinary learning
175.
inverse reinforcement learning
176.
investor learning
177.
iterative learning
178.
Kolb’s experiential learning cycle
179.
language learning
180.
Learner-centered learning environment
181.
learning
182.
learning (artificial intelligence)
183.
learning activities
184.
learning adaptation in autonomous vehicles
185.
learning algorithm
186.
learning analysis
187.
learning analytics
188.
learning and experimentation
189.
learning and health outcomes
190.
learning and memory
191.
learning business school
192.
learning by teaching
193.
learning concept
194.
learning content
195.
learning design
196.
learning difficulties
197.
Learning environment
198.
learning experience
199.
Learning from Demonstration
200.
learning infrastructures
201.
Learning Lab
202.
learning management
203.
learning management system
204.
learning management systems
205.
learning methodology
206.
learning metrics
207.
learning models
208.
learning motivation
209.
learning objectives
210.
learning objects
211.
learning organization
212.
learning orientation
213.
learning outcomes
214.
learning process
215.
learning processes
216.
learning rate
217.
learning rate dependence on ownership form
218.
learning rate of organization
219.
learning region
220.
learning situation
221.
learning software agents
222.
learning styles
223.
learning systems
224.
learning technologies
225.
learning theories
226.
learning through the questionnaires
227.
learning university
228.
learning-to-rank
229.
lifelong learning
230.
long-short term learning
231.
mathematics students learning habits
232.
Meaningful learning
233.
measuring learning
234.
mobile learning
235.
model learning
236.
Multi-agent reinforcement learning
237.
multi-task learning
238.
mutual learning
239.
new learning models
240.
node embedding learning
241.
NREN e-learning
242.
on-device transfer learning
243.
online learning
244.
ontologies for learning systems
245.
ontology learning
246.
Open Learning Resources (OLR)
247.
organisational learning
248.
organizational learning
249.
organizational learning measurement instruments
250.
organizational learning rate dependence on management
251.
organizational learning rate measurement
252.
outcome oriented learning
253.
peer‐to‐peer learning group
254.
personalised learning
255.
policy learning
256.
problem-based learning
257.
Problem-based learning (PBL)
258.
project learning
259.
project-based learning
260.
Q-learning
261.
Q-learning algorithm
262.
query learning
263.
regional learning
264.
reinforcement learning
265.
Reinforcement Learning (RL)
266.
relative learning performance
267.
Remote learning
268.
research-oriented learning
269.
reusable learning objects
270.
scholarship of teaching and learning
271.
self learning software
272.
self learning system
273.
self-learning
274.
self-regulated learning
275.
semi-supervised learning
276.
sequence of learning activities
277.
SIS problem, learning with errors
278.
smart learning
279.
smart learning environment
280.
social learning
281.
stochastic learning theory
282.
student centred learning
283.
supervised contrastive learning
284.
supervised learning
285.
supervised learning data
286.
synchronous hybrid learning
287.
zero-shot learning
288.
task based learning
289.
team learning
290.
Technological learning
291.
technology-enhanced learning
292.
the dimensions of the learning organisation
293.
the dimensions of the learning organization questionnaire (DLOQ)
294.
tools for interactive learning and teaching
295.
trans-disciplinary social-learning
296.
transfer learning
297.
true online reinforcement learning
298.
ubiquitous learning
299.
unsupervised learning
300.
urban learning center
301.
value of learning
302.
web and computerbased learning
303.
Web and computer-based learning
304.
virtual collaborative learning environment (VCLE)
305.
virtual learning environment
306.
virtual learning factory
307.
work-based learning
308.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
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