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1
book article
American sign language character recognition using convolutional neural networks
Abdullah, Atesam
;
Ali, Nisar
;
Ali, Raja Hashim
;
Abideen, Zain Ul
;
Ijaz, Ali Zeeshan
;
Bais, Abdul
2023 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE) : Regina, SK, Canada, 24-27 September 2023
2023
/
p. 165-169
https://doi.org/10.1109/CCECE58730.2023.10288799
book article
2
book article
APPRAISER : DNN fault resilience analysis employing approximation errors
Taheri, Mahdi
;
Ahmadilivani, Mohammad Hasan
;
Jenihhin, Maksim
;
Raik, Jaan
;
Daneshtalab, Masoud
2023 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)
2023
/
p. 124−127
https://ddecs2023.taltech.ee/
https://doi.org//10.1109/DDECS57882.2023.10139468
book article
3
book article
Artificial intelligence yesterday, today and tomorrow
Jaakkola, Hannu
;
Henno, Jaak
;
Mäkelä, Jukka
;
Thalheim, Bernhard
2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) : May 20 – 24, 2019, Opatija, Croatia : proceedings
2019
/
p. 860 - 867 : ill
https://doi.org/10.23919/MIPRO.2019.8756913
book article
4
journal article EST
/
journal article ENG
Audiovisual emotion recognition in wild
Avots, Egils
;
Sapinski, Tomasz
;
Bachmann, Maie
;
Kaminska, Dorota
Machine Vision and Applications
2019
/
p. 975–985 : ill
https://doi.org/10.1007/s00138-018-0960-9
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
5
book article EST
/
book article ENG
Automated training set size reduction for detection of small and thin objects
Pihlak, Rene
;
Riid, Andri
12th International Conference on Information Systems and Advanced Technologies "ICISAT 2022" : Intelligent Information, Data Science and Decision Support System
2023
/
p. 423-433
https://doi.org/10.1007/978-3-031-25344-7_39
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
6
journal article
Deep Learning methodology for charging management applications in battery cells based on Neural Networks
Zequera, Rolando Antonio Gilbert
;
Rjabtšikov, Viktor
;
Rassõlkin, Anton
;
Vaimann, Toomas
;
Kallaste, Ants
IEEE Transactions on Intelligent Vehicles
2024
https://doi.org/10.1109/TIV.2024.3417216
journal article
7
book article
Deep learning-based detection of cyberattacks in software-defined networks
Mirsadeghi, Seyed Mohammad Hadi
;
Bahsi, Hayretdin
;
Inbouli, Wissem
Digital forensics and cyber crime : 13th EAI international conference, ICDF2C 2022, Boston, MA, November 16-18, 2022 : proceedings
2023
/
p. 341-354
https://doi.org/10.1007/978-3-031-36574-4_20
book article
8
journal article
Deep magnitude management of clinical code embeddings to predict unplanned hospital readmissions
Bignoumba, Nzamba
;
Bertl, Markus
;
Mellouli, Nedra
;
Ben Yahia, Sadok
Research Square
2024
/
32 p. : ill
https://doi.org//10.21203/rs.3.rs-4705729/v1
journal article
Seotud publikatsioonid
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
9
journal article EST
/
journal article ENG
Deep reinforcement learning-based digital twin for droplet microfluidics control
Gyimah, Nafisat
;
Scheler, Ott
;
Rang, Toomas
;
Pardy, Tamas
Physics of Fluids
2023
/
art. 082020
https://doi.org/10.1063/5.0159981
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
Seotud publikatsioonid
1
Closed-loop droplet size control in microfluidics = Suletud ahelaga tilkade suuruse juhtimine mikrofluidikas
10
book article EST
/
book article ENG
Detecting Simpson’s paradox : a machine learning perspective
Sharma, Rahul
;
Garayev, Huseyn
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Tiwari,Prauag
;
Draheim, Dirk
Database and Expert Systems Applications : 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022 : proceedings. Part I
2022
/
p. 323-335 : ill
https://doi.org/10.1007/978-3-031-12423-5_25
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
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
11
book article
An efficient FPGA-based architecture for contractive autoencoders
Kerner, Madis
;
Tammemäe, Kalle
;
Raik, Jaan
;
Hollstein, Thomas
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 3 – 6 May 2020, Fayetteville, Arkansas : proceedings
2020
/
p. 230−230
https://doi.org/10.1109/FCCM48280.2020.00062.
book article
Seotud publikatsioonid
1
Novel Neural Network accelerator architectures for FPGAs = Uudsed närvivõrkude kiirendite arhitektuurid FPGAdele
12
journal article
Enhancing PV hosting capacity and mitigating congestion in distribution networks with deep learning based PV forecasting and battery management
Shabbir, Noman
;
Kütt, Lauri
;
Astapov, Victor
;
Daniel, Kamran
;
Jawad, Muhammad
;
Husev, Oleksandr
;
Rosin, Argo
;
Martins, Joao
Applied energy
2024
/
art. 123770
https://doi.org/10.1016/j.apenergy.2024.123770
journal article
13
journal article EST
/
journal article ENG
Environmentally adaptive fish or no-fish classification for river video fish counters using high-performance desktop and embedded hardware
Soom, Jürgen
;
Pattanaik, Vishwajeet
;
Leier, Mairo
;
Tuhtan, Jeffrey Andrew
Ecological Informatics
2022
/
art. 101817, 14 p. : ill
https://doi.org/10.1016/j.ecoinf.2022.101817
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
14
journal article
Evaluation of deep learning-based depression detection using medical claims data
Bertl, Markus
;
Bignoumba, Nzamba
;
Ross, Peeter
;
Ben Yahia, Sadok
;
Draheim, Dirk
Artificial intelligence in medicine
2024
/
art. 102745, 16 p. : ill
https://doi.org/10.1016/j.artmed.2023.102745
journal article
Seotud publikatsioonid
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
15
journal article
Evaluation of deep learning-based depression detection using medical claims data : preprint
Bertl, Markus
;
Bignoumba, Nzamba
;
Ross, Peeter
;
Ben Yahia, Sadok
;
Draheim, Dirk
SSRN
2023
/
p. 1-34 : ill
https://doi.org/10.2139/ssrn.4478987
journal article
Seotud publikatsioonid
1
Systematic AI support for psychiatry : a framework on how to implement decision support systems = Tehisintellekti süstemaatiline kasutamine psühhiaatrias : otsustustoe rakendamist toetav raamistik
16
book article
Exploring deep learning based object detection architectur
Saddique, Muhammad Saddique
;
Raza, Ahsan
;
Abideen, Zain Ul
;
Khan, Shah Nawaz
2020 17th International Bhurban Conference on Applied Sciences and Technology (IBCAST), Islamabad, Pakistan, 2020
2020
/
p. 255-259
https://doi.org/10.1109/IBCAST47879.2020.9044558
book article
17
journal article EST
/
journal article ENG
Generative adversarial networks as a data augmentation tool for CNN-based Parkinson's disease diagnostics
Dzotsenidze, Erik
;
Valla, Elli
;
Nõmm, Sven
;
Medijainen, Kadri
;
Taba, Pille
;
Toomela, Aaro
IFAC-Papers OnLine
2022
/
p. 108-113 : ill
https://doi.org/10.1016/j.ifacol.2022.10.240
Conference Proceedings at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
18
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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Article at WOS
journal article EST
/
journal article ENG
19
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
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Article at WOS
journal article EST
/
journal article ENG
20
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
21
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
22
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
23
journal article
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
https://doi.org/10.1016/j.landurbplan.2024.105226
journal article
24
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
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/
journal article ENG
25
journal article
A new efficient ALignment-driven Neural Network for mortality prediction from irregular multivariate time series data
Bignoumba, Nzamba
;
Mellouli, Nedra
;
Ben Yahia, Sadok
Expert systems with applications
2024
/
art. 122148
https://doi.org/10.1016/j.eswa.2023.122148
journal article
Seotud publikatsioonid
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
Number of records 36, displaying
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247
1.
deep learning
2.
deep learning (DL)
3.
deep learning classifier
4.
deep learning model
5.
deep learning model quantization
6.
deep learning network
7.
Deep-learning
8.
deep-learning (DL)
9.
embedded deep learning
10.
deep reinforcement learning
11.
Deep reinforcing learning SDN
12.
deep donor-deep acceptor pairs
13.
deep brain stimulation
14.
deep convolutional neural network
15.
Deep defects
16.
deep energy levels
17.
deep energy renovation
18.
deep eutectic solvents
19.
deep fake
20.
deep fake recognition
21.
deep habits
22.
deep heat well
23.
deep inference
24.
deep layer
25.
deep level
26.
deep level traps
27.
deep levels
28.
deep neural network
29.
deep neural network compression
30.
deep neural networks
31.
deep neural networks (DNNs)
32.
deep offshore
33.
deep packet inspection
34.
deep renovation
35.
deep understanding
36.
natural deep eutectic solvents
37.
nZEB deep energy renovation
38.
nZEB deep renovation
39.
active blended learning
40.
active learning
41.
active learning methods
42.
adversarial machine learning
43.
adversarial machine-learning
44.
algorithm controlling the learning process
45.
appetitive associative learning
46.
approach to learning
47.
Attitude to learning
48.
authoritarian learning
49.
automata learning
50.
automatic machine learning (autoML)
51.
BIM-enabled learning
52.
BIM-enabled learning environment
53.
blended learning
54.
business school as learning organization
55.
business school learning organization questionnaire (BSLOQ)
56.
business school learning rate dependence on GPD
57.
business school learning rate measurement instrument
58.
client learning
59.
Collaborative e-learning
60.
collaborative learning
61.
competence based learning
62.
competence learning
63.
competence-based learning
64.
competency based learning
65.
Component organised learning (COL)
66.
computer assisted language learning
67.
computer based learning
68.
computer-assisted language learning (CALL)
69.
cooperative reinforcement learning
70.
coping with online teaching and learning
71.
customer learning
72.
dictionary learning
73.
digital learning module
74.
digital remote learning
75.
Dimensions of Learning Organisation Questionnaire (DLOQ)
76.
distance learning
77.
distant learning
78.
distributed independent reinforcement learning
79.
double Q-learning
80.
effective teaching and learning
81.
e-learning
82.
e‐learning
83.
e-Learning course
84.
e-Learning database
85.
e-learning environment
86.
electronic learning
87.
Emergency remote learning
88.
ensemble learning
89.
enterprising and entrepreneurial learning
90.
entrepreneurial learning
91.
entrepreneurial teaching and learning
92.
experiential learning
93.
Federated learning
94.
federated learning (FL)
95.
flexible learning
96.
game based learning
97.
game-based learning
98.
graph machine learning
99.
guided in-service learning
100.
hands-on-learning
101.
history learning
102.
horizontal federated learning
103.
hybrid learning
104.
incremental learning
105.
inductive learning
106.
inductive learning algorithm
107.
interactive learning objects
108.
interdisciplinary learning
109.
interpretable machine learning
110.
inverse reinforcement learning
111.
investor learning
112.
iterative learning
113.
Kolb’s experiential learning cycle
114.
Learner-centered learning environment
115.
learning
116.
learning (artificial intelligence)
117.
learning activities
118.
learning adaptation in autonomous vehicles
119.
learning algorithm
120.
learning analysis
121.
learning analytics
122.
learning and experimentation
123.
learning and health outcomes
124.
learning and memory
125.
learning business school
126.
learning by teaching
127.
learning concept
128.
learning design
129.
learning difficulties
130.
Learning environment
131.
learning experience
132.
learning infrastructures
133.
Learning Lab
134.
learning management
135.
learning management system
136.
learning management systems
137.
learning methodology
138.
learning metrics
139.
learning models
140.
learning motivation
141.
learning objectives
142.
learning objects
143.
learning organization
144.
learning orientation
145.
learning outcomes
146.
learning process
147.
learning processes
148.
learning rate
149.
learning rate dependence on ownership form
150.
learning rate of organization
151.
learning region
152.
learning situation
153.
learning software agents
154.
learning styles
155.
learning systems
156.
learning technologies
157.
learning theories
158.
learning through the questionnaires
159.
learning university
160.
learning-to-rank
161.
lifelong learning
162.
machine learning
163.
machine learning (ML)
164.
machine learning algorithms
165.
machine learning approach
166.
Machine Learning Explainable model
167.
machine learning for environmental applications
168.
machine learning models
169.
machine learning systems
170.
machine-learning
171.
machine-learning predictive model
172.
mathematics students learning habits
173.
Meaningful learning
174.
measuring learning
175.
mobile learning
176.
model learning
177.
Multi-agent reinforcement learning
178.
mutual learning
179.
new learning models
180.
node embedding learning
181.
NREN e-learning
182.
on-device transfer learning
183.
online learning
184.
ontologies for learning systems
185.
ontology learning
186.
organisational learning
187.
organizational learning
188.
organizational learning measurement instruments
189.
organizational learning rate dependence on management
190.
organizational learning rate measurement
191.
outcome oriented learning
192.
Parkinson’s disease machine learning
193.
peer‐to‐peer learning group
194.
personalised learning
195.
policy learning
196.
problem-based learning
197.
Problem-based learning (PBL)
198.
project learning
199.
project-based learning
200.
Q-learning
201.
Q-learning algorithm
202.
query learning
203.
regional learning
204.
reinforcement learning
205.
Reinforcement Learning (RL)
206.
relative learning performance
207.
Remote learning
208.
research-oriented learning
209.
reusable learning objects
210.
robust machine learning
211.
scholarship of teaching and learning
212.
self learning software
213.
self learning system
214.
self-learning
215.
self-regulated learning
216.
semi-supervised learning
217.
small data machine learning
218.
smart learning
219.
smart learning environment
220.
social learning
221.
stochastic learning theory
222.
supervised learning
223.
supervised learning data
224.
supervised machine learning
225.
zero-shot learning
226.
task based learning
227.
team learning
228.
Technological learning
229.
technology-enhanced learning
230.
the dimensions of the learning organisation
231.
the dimensions of the learning organization questionnaire (DLOQ)
232.
tools for interactive learning and teaching
233.
trans-disciplinary social-learning
234.
transfer learning
235.
true online reinforcement learning
236.
ubiquitous learning
237.
unsupervised learning
238.
unsupervised machine learning
239.
urban learning center
240.
value of learning
241.
web and computerbased learning
242.
Web and computer-based learning
243.
virtual collaborative learning environment (VCLE)
244.
virtual learning environment
245.
virtual learning factory
246.
work-based learning
247.
workplace learning
author
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ELIXIR Machine Learning Focus Group
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1.
UNDP Urban Learning Center
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