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51
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
52
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
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Article at WOS
journal article EST
/
journal article ENG
53
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
54
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
55
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
56
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
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journal article EST
/
journal article ENG
57
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
58
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
59
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
60
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
61
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
62
book article EST
/
book article ENG
An analysis of human perception of partitions of numerical factor domains
Kaushik, Minakshi
;
Sharma, Rahul
;
Shahin, Mahtab
;
Peious, Sijo Arakkal
;
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
63
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
64
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
65
journal article
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 article
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
66
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
67
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
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
68
journal article EST
/
journal article ENG
Optimization of physical activity recognition for real-time wearable systems : effect of window length, sampling frequency and number of features
Allik, Ardo
;
Pilt, Kristjan
;
Karai, Deniss
;
Fridolin, Ivo
;
Leier, Mairo
;
Jervan, Gert
Applied sciences
2019
/
art. 4833, 14 p. : ill
https://doi.org/10.3390/app9224833
Journal metrics at Scopus
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Article at WOS
journal article EST
/
journal article ENG
Seotud publikatsioonid
1
Advancing novel physical fatigue assessment and human activity monitoring methods towards perzonalized feedback with wearable sensors = Kantavatel seadmetel põhinevate füüsilise väsimuse hindamise ning inimese aktiivsuse monitoorimise meetodite arendamine personaalseks tagasisideks
69
journal article EST
/
journal article ENG
An optimized metamodel for predicting damage and oil outflow in tanker collision accidents
Das, Tanmoy
;
Goerlandt, Floris
;
Tabri, Kristjan
Proceedings of the institution of mechanical engineers, part M: journal of engineering for the maritime environment
2022
/
14 p. : ill
https://doi.org/10.1177/14750902211039659
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
70
book article EST
/
book article ENG
Pattern based software architecture for predictive maintenance
Torim, Ants
;
Liiv, Innar
;
Ounoughi, Chahinez
;
Ben Yahia, Sadok
Nordic Artificial Intelligence Research and Development : 4th Symposium of the Norwegian AI Society, NAIS 2022, Oslo, Norway, May 31 - June 1, 2022 : revised selected papers
2022
/
p. 26-38
https://doi.org/10.1007/978-3-031-17030-0_3
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
71
book article EST
/
book article ENG
Predicting first-year computer science students drop-out with machine learning methods: A case study
Maksimova, Natalja
;
Pentel, Avar
;
Dunajeva, Olga
Educating Engineers for Future Industrial Revolutions : Proceedings of the 23rd International Conference on Interactive Collaborative Learning (ICL2020). Volume 2
2021
/
p. 719-726
https://doi.org/10.1007/978-3-030-68201-9_70
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
72
book article
Predicting students final test results based on previous grades and demographics
Pentel, Avar
;
Kaiva, Lisanne-Liis
The 11th International Conference on Information, Intelligence, Systems and Applications : IISA 2020, 15-17 July 2020, University of Piraeus, Greece
2020
/
p. 377-382
https://doi.org/10.1109/IISA50023.2020.9284401
book article
73
journal article EST
/
journal article ENG
Predictive analytics beyond time series : predicting series of events extracted from time series data
Mishra, Sambeet
;
Bordin, Chiara
;
Taharaguchi, Kota
;
Purkayastha, Adri
Wind Energy
2022
/
p. 1596-1609
https://doi.org/10.1002/we.2760
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
74
book article
Preliminary analysis of global parameters of induction machine for fault prediction in rotor bars
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Autsou, Siarhei
;
Asad, Bilal
;
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
2022 IEEE 20th International Power Electronics and Motion Control Conference (PEMC) : Brasov, Romania, 25-28 Sept. 2022 : proceedings
2022
/
p. 243-248 : ill
https://doi.org/10.1109/PEMC51159.2022.9962922
book article
75
book article
Real-time gait anomaly detection using SVM time series classification
Rostovski, Jakob
;
Krivošei, Andrei
;
Kuusik, Alar
;
Alam, Muhammad Mahtab
;
Ahmadov, Ulvi
2023 International Wireless Communications and Mobile Computing (IWCMC)
2023
/
p. 1389-1394
https://doi.org/10.1109/IWCMC58020.2023.10182666
book article
Number of records 99, displaying
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268
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 predictive model
11.
Parkinson’s disease machine learning
12.
robust machine learning
13.
small data machine learning
14.
supervised machine learning
15.
unsupervised machine learning
16.
machine-to-machine communications
17.
AC machine
18.
Algorithmic State Machine - ASM
19.
axial flux machine
20.
axial flux switched reluctance machine
21.
bearingless machine
22.
brushless machine
23.
coordinate measurring machine
24.
electric machine
25.
electric machine analysis computing
26.
electric machine control
27.
electrical machine
28.
electrical machine cooling
29.
electrical machine design
30.
finite state machine
31.
Finite State Machine - FSM
32.
hierarchical finite state machine
33.
human machine interaction
34.
human machine systems
35.
human-machine interaction
36.
human-machine interface
37.
human-machine system
38.
induction machine
39.
interior permanent magnet machine
40.
interior permanent-magnet synchronous machine (IPMSM)
41.
linear machine
42.
machine bearings
43.
machine condition monitoring
44.
machine control
45.
machine design
46.
machine elements
47.
machine error
48.
machine housing
49.
machine tools
50.
machine vector control
51.
machine windings
52.
machine vision
53.
machine-translation
54.
man-machine systems
55.
massive machine-type communication (mMTC)
56.
massive machine-type communications (mMTC)
57.
massive Machine-Type connections (mMTC)
58.
multi-class support vector machine (m-SVM)
59.
multi-machine
60.
multi-machine industrial power plant
61.
multi-machine power system
62.
multi-stream interaction machine
63.
outer-rotor machine
64.
permanent magnet (PM) synchronous machine
65.
permanent magnet flux-switching machine
66.
permanent magnet machine
67.
permanent magnet synchronous machine (PMSM)
68.
sewing machine operator
69.
state machine
70.
support vector machine
71.
surface permanent magnet machine (SPM)
72.
switched reluctance machine
73.
switched reluctance machine (SRM)
74.
synchronous machine
75.
TBM (tunnel boring machine)
76.
totally enclosed fan-cooled machine
77.
universal friction machine
78.
virtual synchronous machine
79.
active learning
80.
active learning methods
81.
algorithm controlling the learning process
82.
appetitive associative learning
83.
approach to learning
84.
Attitude to learning
85.
authoritarian learning
86.
automata learning
87.
BIM-enabled learning
88.
BIM-enabled learning environment
89.
blended learning
90.
business school as learning organization
91.
business school learning organization questionnaire (BSLOQ)
92.
business school learning rate dependence on GPD
93.
business school learning rate measurement instrument
94.
client learning
95.
Collaborative e-learning
96.
collaborative learning
97.
competence based learning
98.
competence learning
99.
competence-based learning
100.
competency based learning
101.
Component organised learning (COL)
102.
computer assisted language learning
103.
computer based learning
104.
computer-assisted language learning (CALL)
105.
cooperative reinforcement learning
106.
coping with online teaching and learning
107.
customer learning
108.
deep learning
109.
deep learning (DL)
110.
deep learning classifier
111.
deep learning model
112.
deep learning network
113.
deep reinforcement learning
114.
Deep reinforcing learning SDN
115.
Deep-learning
116.
deep-learning (DL)
117.
dictionary learning
118.
digital learning module
119.
Dimensions of Learning Organisation Questionnaire (DLOQ)
120.
distance learning
121.
distant learning
122.
distributed independent reinforcement learning
123.
double Q-learning
124.
effective teaching and learning
125.
e-learning
126.
e‐learning
127.
e-Learning course
128.
e-Learning database
129.
e-learning environment
130.
electronic learning
131.
embedded deep learning
132.
Emergency remote learning
133.
ensemble learning
134.
enterprising and entrepreneurial learning
135.
entrepreneurial learning
136.
entrepreneurial teaching and learning
137.
experiential learning
138.
Federated learning
139.
federated learning (FL)
140.
flexible learning
141.
game based learning
142.
game-based learning
143.
guided in-service learning
144.
hands-on-learning
145.
history learning
146.
hybrid learning
147.
incremental learning
148.
inductive learning
149.
inductive learning algorithm
150.
interactive learning objects
151.
interdisciplinary learning
152.
inverse reinforcement learning
153.
investor learning
154.
iterative learning
155.
Learner-centered learning environment
156.
learning
157.
learning (artificial intelligence)
158.
learning activities
159.
learning adaptation in autonomous vehicles
160.
learning algorithm
161.
learning analysis
162.
learning analytics
163.
learning and experimentation
164.
learning and health outcomes
165.
learning and memory
166.
learning business school
167.
learning by teaching
168.
learning concept
169.
learning difficulties
170.
Learning environment
171.
learning experience
172.
learning infrastructures
173.
Learning Lab
174.
learning management
175.
learning management system
176.
learning management systems
177.
learning methodology
178.
learning metrics
179.
learning models
180.
learning motivation
181.
learning objectives
182.
learning objects
183.
learning organization
184.
learning orientation
185.
learning outcomes
186.
learning process
187.
learning processes
188.
learning rate
189.
learning rate dependence on ownership form
190.
learning rate of organization
191.
learning region
192.
learning situation
193.
learning software agents
194.
learning styles
195.
learning systems
196.
learning technologies
197.
learning theories
198.
learning through the questionnaires
199.
learning university
200.
learning-to-rank
201.
lifelong learning
202.
mathematics students learning habits
203.
Meaningful learning
204.
measuring learning
205.
mobile learning
206.
model learning
207.
Multi-agent reinforcement learning
208.
mutual learning
209.
new learning models
210.
node embedding learning
211.
NREN e-learning
212.
on-device transfer learning
213.
online learning
214.
ontologies for learning systems
215.
ontology learning
216.
organisational learning
217.
organizational learning
218.
organizational learning measurement instruments
219.
organizational learning rate dependence on management
220.
organizational learning rate measurement
221.
outcome oriented learning
222.
peer‐to‐peer learning group
223.
personalised learning
224.
policy learning
225.
problem-based learning
226.
Problem-based learning (PBL)
227.
project learning
228.
project-based learning
229.
Q-learning
230.
Q-learning algorithm
231.
query learning
232.
regional learning
233.
reinforcement learning
234.
relative learning performance
235.
Remote learning
236.
research-oriented learning
237.
reusable learning objects
238.
scholarship of teaching and learning
239.
self learning software
240.
self learning system
241.
self-learning
242.
self-regulated learning
243.
semi-supervised learning
244.
smart learning
245.
smart learning environment
246.
social learning
247.
stochastic learning theory
248.
supervised learning
249.
supervised learning data
250.
task based learning
251.
team learning
252.
Technological learning
253.
the dimensions of the learning organisation
254.
the dimensions of the learning organization questionnaire (DLOQ)
255.
tools for interactive learning and teaching
256.
trans-disciplinary social-learning
257.
transfer learning
258.
true online reinforcement learning
259.
ubiquitous learning
260.
unsupervised learning
261.
urban learning center
262.
value of learning
263.
web and computerbased learning
264.
Web and computer-based learning
265.
virtual learning environment
266.
virtual learning factory
267.
work-based learning
268.
workplace learning
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ELIXIR Machine Learning Focus Group
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UNDP Urban Learning Center
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