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26
book article EST
/
book article ENG
Hybrid Attention-Based LSTM and XGBoost Model for Short-Term Residential Load Forecasting
Shabbir, Noman
;
Shahid, Arqum
;
Daniel, Kamran
;
Jawad, M.
;
Rosin, Argo
;
Martins, Joao
2025 IEEE the 13th International Conference on Smart Energy Grid Engineering (SEGE 2025)
2025
/
p. 94-99
https://doi.org/10.1109/SEGE65970.2025.11203473
Article at Scopus
book article EST
/
book article ENG
27
journal article EST
/
journal article ENG
An Improved Hybrid Lightweight Approach for Bearing Fault Detection and Classification in Three-Phase Squirrel Cage Induction Motors
Khan, Muhammad Amir
;
Asad, Bilal
;
Naseer, Muhammad Usman
;
Vaimann, Toomas
;
Kallaste, Ants
Machines
2026
/
art. 68
https://doi.org/10.3390/machines14010068
journal article EST
/
journal article ENG
28
book article
Improving transparency and explainability of deep learning based IoT botnet detection using explainable artificial intelligence (XAI)
Kalakoti, Rajesh
;
Nõmm, Sven
;
Bahsi, Hayretdin
22nd IEEE International Conference on Machine Learning and Applications : ICMLA 2023 : 15-17 December 2023, Jacksonville Riverfront, Florida : proceedings (2023)
2023
/
p. 595-601
https://doi.org/10.1109/ICMLA58977.2023.00088
book article
Related publications
1
Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
29
book article EST
/
book article ENG
Integrating Attention-Based LSTM with XGBoost for Improved Residential DC Load Forecasting
Shabbir, Noman
;
Shahid, Arqum
;
Daniel, Kamran
;
Rosin, Argo
;
Kilter, Jako
;
Martins, Joao
2025 IEEE International Conference on Energy Technologies for Future Grids (ETFG)
2025
https://doi.org/10.1109/ETFG61999.2025.11402406
Article at Scopus
book article EST
/
book article ENG
30
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
31
journal article EST
/
journal article ENG
Lidar-camera semi-supervised learning for semantic segmentation
Caltagirone, Luka
;
Bellone, Mauro
;
Svensson, Lennart
;
Wahde, Mattias
;
Sell, Raivo
Sensors
2021
/
art. 4813
https://doi.org/10.3390/s21144813
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
32
book article EST
/
book article ENG
A light-weight CNN model for efficient Parkinsons disease diagnostics
Wang, Xuechao
;
Huang, Junqing
;
Chatzakou, Marianna
;
Medijainen, Kadri
;
Taba, Pille
;
Toomela, Aaro
;
Nõmm, Sven
;
Ruzhansky, Michael
36th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2023, Aquila, 22-24 June 2023
2023
/
p. 616-621
https://doi.org/10.1109/CBMS58004.2023.00289
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
33
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
34
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
35
journal article EST
/
journal article ENG
Multi-algorithm-based urban tree information extraction and Its applications in urban planning : research note
Yao, Chaowen
;
Fabritius, Eeva Henna Helena
;
Fricker, Pia
;
Dembski, Fabian
Landscape and urban planning
2025
/
art. 105226, 6 p. : ill
https://doi.org/10.1016/j.landurbplan.2024.105226
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
36
journal article EST
/
journal article ENG
Multi-stage deep learning networks for automated assessment of electricity transmission infrastructure using fly-by images
Manninen, Henri
;
Ramlal, Craig J.
;
Singh, Arvind
;
Kilter, Jako
;
Landsberg, Mart
Electric power systems research
2022
/
art. 107948
https://doi.org/10.1016/j.epsr.2022.107948
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
37
journal article EST
/
journal article ENG
A new efficient ALignment-driven Neural Network for mortality prediction from irregular multivariate time series data [Formula presented]
Bignoumba, Nzamba
;
Mellouli, Nedra
;
Ben Yahia, Sadok
Expert systems with applications
2024
/
art. 122148
https://doi.org/10.1016/j.eswa.2023.122148
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Predictive systems using machine learning tools to forecast adverse events during medical stays = Ennustavad süsteemid, mis kasutavad masinõppe vahendeid kõrvalekallete prognoosimiseks haiglas viibimise ajal
38
book article
Non-determinism in nowadays computing and IT
Henno, Jaak
;
Jaakkola, Hannu
;
Mäkelä, Jukka
2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO), 28 Sept.-2 Oct. 2020, Opatija, Croatia : proceedings
2020
/
p. 794-801
https://doi.org/10.23919/MIPRO48935.2020.9245377
book article
39
book article EST
/
book article ENG
Ontology modeling of the Estonian Traffic Act for self-driving buses
Nogales, Alberto
;
Täks, Ermo
;
Taveter, Kuldar
Information Management and Big Data : 5th International Conference : SIMBig 2018, Lima, Peru, September 3–5, 2018 : proceedings
2019
/
p. 249-256
https://doi.org/10.1007/978-3-030-11680-4_24
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
40
journal article EST
/
journal article ENG
Orthophoto classification for UGV pth planning using heterogeneous computing
Hudjakov, Robert
;
Tamre, Mart
International journal of advanced robotic systems
2013
/
[7] p. : ill
https://doi.org/10.5772/56545
https://www.researchgate.net/publication/269785081_Orthophoto_Classification_for_UGV_Path_Planning_using_Heterogeneous_Computing
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
41
journal article EST
/
journal article ENG
Pavement defect segmentation in orthoframes with a pipeline of three convolutional neural networks
Lõuk, Roland
;
Riid, Andri
;
Pihlak, Rene
;
Tepljakov, Aleksei
Algorithms
2020
/
art. 198, 27 p. : ill
https://doi.org/10.3390/a13080198
Journal metrics at scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
42
book article
Preliminary results in using attention for increasing attack identification efficiency
Ahmad, Tanwir
;
Truscan, Dragos
;
Vain, Jüri
2023 IEEE 16th International Conferenceon Software Testing, Verification andValidation Workshops, ICSTW 2023, 16-20 April 2023, Dublin, Ireland, Proceedings
2023
/
p. 159 - 164
https://doi.org/10.1109/ICSTW58534.2023.00038
book article
43
book article
Residential load forecasting using recurrent neural networks
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Raja, Hadi Ashraf
;
Kütt, Lauri
;
Rosin, Argo
2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : proceedings
2020
/
p. 478-481 : ill
https://doi.org/10.1109/CPE-POWERENG48600.2020.9161565
book article
44
journal article EST
/
journal article ENG
A robust pathological voices recognition system based on DCNN and scattering transform
Souli, Sameh
;
Amam, Rimah
;
Ben Yahia, Sadok
Applied acoustics
2021
/
art. 107854 : ill
https://doi.org/10.1016/j.apacoust.2020.107854
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
45
book article
Scene parsing using Fully Convolutional Network for Semantic Segmentation
Ali, Nisar
;
Ijaz, Ali Zeeshan
;
Ali, Raja Hashim
;
Abideen, Zain Ul
;
Bais, Abdul
2023 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), Regina, SK, Canada, 2023
2023
/
p. 180-185
https://doi.org/10.1109/CCECE58730.2023.10288934
book article
46
book article EST
/
book article ENG
Semi-parametric approach to random forests for high-dimensional bayesian optimisation
Kuzmanovski, Vladimir
;
Hollmén, Jaakko
Discovery Science : 25th International Conference, DS 2022, Montpellier, France, October 10–12, 2022, Proceedings
2022
/
p. 418 - 428
https://doi.org/10.1007/978-3-031-18840-4_30
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
47
journal article
Short-term PV energy generation forecasting using deep learning
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Astapov, Victor
;
Kilter, Jako
Telematique
2022
https://www.provinciajournal.com/index.php/telematique/article/view/813
journal article
48
book article
The validation of graph model-based, gate level low-dimensional feature data for machine learning applications
Balakrishnan, Aneesh
;
Lange, Thomas
;
Glorieux, Maximilien
;
Alexandrescu, Dan
;
Jenihhin, Maksim
2019 IEEE Nordic Circuits and Systems Conference (NORCAS) : NORCHIP and International Symposium of System-on-Chip (SoC), 29-30 October 2019, Helsinki, Finland : proceedings in IEEE Xplore
2019
/
7 p
https://doi.org/10.1109/NORCHIP.2019.8906974
book article
Related publications
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
49
journal article EST
/
journal article ENG
Toward automatic condition assessment of high-voltage transmission infrastructure using deep learning techniques
Manninen, Henri
;
Ramlal, Craig J.
;
Singh, Arvind
;
Rocke, Sean
;
Kilter, Jako
;
Landsberg, Mart
International journal of electrical power & energy systems
2021
/
art. 106726
https://doi.org/10.1016/j.ijepes.2020.106726
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Data-driven asset management and condition assessment methodology for transmission overhead lines = Ülekandevõrgu õhuliinide andmepõhine varahalduse ja seisundi hindamise metoodika
Number of records 49, displaying
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1.
deep learning
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deep learning (DL)
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deep learning classifier
4.
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5.
deep learning methods
6.
deep learning model
7.
deep learning model quantization
8.
deep learning network
9.
Deep-learning
10.
deep-learning (DL)
11.
embedded deep learning
12.
deep reinforcement learning
13.
Deep reinforcing learning SDN
14.
Multi-agent deep reinforcement learning
15.
deep donor-deep acceptor pairs
16.
deep brain stimulation
17.
deep convolutional neural network
18.
Deep defects
19.
deep energy levels
20.
deep energy renovation
21.
deep eutectic solvents
22.
deep fake
23.
deep fake recognition
24.
deep habits
25.
deep heat well
26.
deep inference
27.
deep layer
28.
deep level
29.
deep level traps
30.
deep levels
31.
deep neural network
32.
deep neural network compression
33.
deep neural networks
34.
deep neural networks (DNNs)
35.
deep offshore
36.
deep packet inspection
37.
deep Q-network
38.
deep renovation
39.
deep understanding
40.
deep UV emission
41.
deep-sea mining
42.
deep-tech
43.
double deep Q-network
44.
natural deep eutectic solvents
45.
naturally available deep eutectic solvents
46.
nZEB deep energy renovation
47.
nZEB deep renovation
48.
active blended learning
49.
active learning
50.
active learning and engagement
51.
active learning methods
52.
adaptive learning
53.
adversarial machine learning
54.
adversarial machine-learning
55.
algorithm controlling the learning process
56.
appetitive associative learning
57.
approach to learning
58.
Artificial Intelligence in learning
59.
Attitude to learning
60.
authoritarian learning
61.
automata learning
62.
automatic machine learning (autoML)
63.
bayesian learning
64.
BIM-enabled learning
65.
BIM-enabled learning environment
66.
biophilic learning environments
67.
blended learning
68.
business school as learning organization
69.
business school learning organization questionnaire (BSLOQ)
70.
business school learning rate dependence on GPD
71.
business school learning rate measurement instrument
72.
challenge-based learning
73.
Challenge-Based Learning (CBL)
74.
city-to-city learning
75.
client learning
76.
Collaborative e-learning
77.
collaborative learning
78.
competence based learning
79.
competence learning
80.
competence-based learning
81.
competency based learning
82.
Component organised learning (COL)
83.
computer assisted language learning
84.
computer based learning
85.
computer-assisted language learning (CALL)
86.
context-aware learning system
87.
contrastive learning
88.
cooperative reinforcement learning
89.
coping with online teaching and learning
90.
customer learning
91.
data analytics and machine learning
92.
dictionary learning
93.
digital learning module
94.
digital learning tool design development
95.
digital remote learning
96.
Dimensions of Learning Organisation Questionnaire (DLOQ)
97.
distance learning
98.
distant learning
99.
distributed independent reinforcement learning
100.
double Q-learning
101.
effective teaching and learning
102.
e-learning
103.
e‐learning
104.
e-Learning course
105.
e-Learning database
106.
e-learning environment
107.
electronic learning
108.
Emergency remote learning
109.
ensemble learning
110.
enterprising and entrepreneurial learning
111.
entrepreneurial learning
112.
entrepreneurial teaching and learning
113.
ESG-learning
114.
experiential learning
115.
explainable machine learning
116.
Federated learning
117.
federated learning (FL)
118.
flexible learning
119.
game based learning
120.
game-based learning
121.
Gamified learning
122.
graph machine learning
123.
guided in-service learning
124.
hands-on learning
125.
hands-on-learning
126.
history learning
127.
horizontal federated learning
128.
human-centred learning
129.
hybrid learning
130.
Immersive Learning
131.
inclusive learning
132.
incremental learning
133.
inductive learning
134.
inductive learning algorithm
135.
interactive learning objects
136.
interdisciplinary learning
137.
interpretable machine learning
138.
inverse reinforcement learning
139.
investor learning
140.
iterative learning
141.
Kolb’s experiential learning cycle
142.
language learning
143.
Learner-centered learning environment
144.
learning
145.
learning (artificial intelligence)
146.
learning activities
147.
learning adaptation in autonomous vehicles
148.
learning algorithm
149.
learning analysis
150.
learning analytics
151.
learning and experimentation
152.
learning and health outcomes
153.
learning and memory
154.
learning business school
155.
learning by teaching
156.
learning concept
157.
learning content
158.
learning design
159.
learning difficulties
160.
Learning environment
161.
learning experience
162.
learning factory
163.
Learning from Demonstration
164.
learning infrastructures
165.
Learning Lab
166.
learning management
167.
learning management system
168.
learning management systems
169.
learning methodology
170.
learning metrics
171.
learning models
172.
learning motivation
173.
learning objectives
174.
learning objects
175.
learning organization
176.
learning orientation
177.
learning outcomes
178.
learning process
179.
learning processes
180.
learning rate
181.
learning rate dependence on ownership form
182.
learning rate of organization
183.
learning region
184.
learning situation
185.
learning software agents
186.
learning styles
187.
learning systems
188.
learning technologies
189.
learning theories
190.
learning through the questionnaires
191.
learning university
192.
learning-to-rank
193.
lifelong learning
194.
long-short term learning
195.
machine learning
196.
machine learning (ML)
197.
machine learning algorithms
198.
machine learning applications in power systems
199.
machine learning approach
200.
Machine Learning Explainable model
201.
machine learning for environmental applications
202.
machine learning models
203.
machine learning systems
204.
machine-learning
205.
machine-learning control
206.
machine-learning predictive model
207.
mathematics students learning habits
208.
Meaningful learning
209.
measuring learning
210.
mobile learning
211.
model learning
212.
Multi-agent reinforcement learning
213.
multi-task learning
214.
mutual learning
215.
new learning models
216.
node embedding learning
217.
NREN e-learning
218.
on-device transfer learning
219.
online distance learning
220.
online learning
221.
ontologies for learning systems
222.
ontology learning
223.
Open Learning Resources (OLR)
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.
Parkinson’s disease machine learning
231.
peer‐to‐peer learning group
232.
personalised learning
233.
personalized learning
234.
personalized learning in higher education
235.
policy learning
236.
probability-informed machine learning
237.
problem-based learning
238.
Problem-based learning (PBL)
239.
project based learning
240.
project learning
241.
project-based learning
242.
Q-learning
243.
Q-learning algorithm
244.
query learning
245.
regional learning
246.
reinforcement learning
247.
Reinforcement Learning (RL)
248.
relative learning performance
249.
Remote learning
250.
research-oriented learning
251.
reusable learning objects
252.
robust machine learning
253.
scholarship of teaching and learning
254.
second language learning
255.
self learning software
256.
self learning system
257.
self-learning
258.
self-regulated learning
259.
semi-supervised learning
260.
sequence of learning activities
261.
sequence to sequence learning
262.
sequential learning
263.
SIS problem, learning with errors
264.
small data machine learning
265.
smart learning
266.
smart learning environment
267.
social learning
268.
socio-emotional learning
269.
Statistical Machine learning
270.
stochastic learning theory
271.
student centred learning
272.
supervised contrastive learning
273.
supervised learning
274.
supervised learning data
275.
supervised machine learning
276.
synchronous hybrid learning
277.
zero-shot learning
278.
task based learning
279.
team learning
280.
Technological learning
281.
technology-enhanced learning
282.
the dimensions of the learning organisation
283.
the dimensions of the learning organization questionnaire (DLOQ)
284.
tools for interactive learning and teaching
285.
trans-disciplinary social-learning
286.
transfer learning
287.
true online reinforcement learning
288.
ubiquitous learning
289.
unsupervised learning
290.
unsupervised machine learning
291.
urban learning center
292.
value of learning
293.
web and computerbased learning
294.
Web and computer-based learning
295.
virtual collaborative learning environment (VCLE)
296.
virtual learning environment
297.
virtual learning factory
298.
work-based learning
299.
workplace learning
author
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ELIXIR Machine Learning Focus Group
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UNDP Urban Learning Center
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