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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
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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
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Deep-learning
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deep reinforcement learning
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Deep reinforcing learning SDN
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deep donor-deep acceptor pairs
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deep brain stimulation
14.
deep convolutional neural network
15.
Deep defects
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deep energy levels
17.
deep energy renovation
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deep eutectic solvents
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deep fake
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deep fake recognition
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deep habits
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deep heat well
23.
deep inference
24.
deep layer
25.
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26.
deep level traps
27.
deep levels
28.
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29.
deep neural network compression
30.
deep neural networks
31.
deep neural networks (DNNs)
32.
deep offshore
33.
deep packet inspection
34.
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35.
deep understanding
36.
natural deep eutectic solvents
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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.
challenge-based learning
59.
client learning
60.
Collaborative e-learning
61.
collaborative learning
62.
competence based learning
63.
competence learning
64.
competence-based learning
65.
competency based learning
66.
Component organised learning (COL)
67.
computer assisted language learning
68.
computer based learning
69.
computer-assisted language learning (CALL)
70.
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71.
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72.
customer learning
73.
dictionary learning
74.
digital learning module
75.
digital remote learning
76.
Dimensions of Learning Organisation Questionnaire (DLOQ)
77.
distance learning
78.
distant learning
79.
distributed independent reinforcement learning
80.
double Q-learning
81.
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82.
e-learning
83.
e‐learning
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86.
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89.
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92.
entrepreneurial teaching and learning
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94.
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95.
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96.
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97.
flexible learning
98.
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99.
game-based learning
100.
graph machine learning
101.
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102.
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103.
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104.
horizontal federated learning
105.
hybrid learning
106.
incremental learning
107.
inductive learning
108.
inductive learning algorithm
109.
interactive learning objects
110.
interdisciplinary learning
111.
interpretable machine learning
112.
inverse reinforcement learning
113.
investor learning
114.
iterative learning
115.
Kolb’s experiential learning cycle
116.
language learning
117.
Learner-centered learning environment
118.
learning
119.
learning (artificial intelligence)
120.
learning activities
121.
learning adaptation in autonomous vehicles
122.
learning algorithm
123.
learning analysis
124.
learning analytics
125.
learning and experimentation
126.
learning and health outcomes
127.
learning and memory
128.
learning business school
129.
learning by teaching
130.
learning concept
131.
learning design
132.
learning difficulties
133.
Learning environment
134.
learning experience
135.
learning infrastructures
136.
Learning Lab
137.
learning management
138.
learning management system
139.
learning management systems
140.
learning methodology
141.
learning metrics
142.
learning models
143.
learning motivation
144.
learning objectives
145.
learning objects
146.
learning organization
147.
learning orientation
148.
learning outcomes
149.
learning process
150.
learning processes
151.
learning rate
152.
learning rate dependence on ownership form
153.
learning rate of organization
154.
learning region
155.
learning situation
156.
learning software agents
157.
learning styles
158.
learning systems
159.
learning technologies
160.
learning theories
161.
learning through the questionnaires
162.
learning university
163.
learning-to-rank
164.
lifelong learning
165.
machine learning
166.
machine learning (ML)
167.
machine learning algorithms
168.
machine learning approach
169.
Machine Learning Explainable model
170.
machine learning for environmental applications
171.
machine learning models
172.
machine learning systems
173.
machine-learning
174.
machine-learning predictive model
175.
mathematics students learning habits
176.
Meaningful learning
177.
measuring learning
178.
mobile learning
179.
model learning
180.
Multi-agent reinforcement learning
181.
mutual learning
182.
new learning models
183.
node embedding learning
184.
NREN e-learning
185.
on-device transfer learning
186.
online learning
187.
ontologies for learning systems
188.
ontology learning
189.
organisational learning
190.
organizational learning
191.
organizational learning measurement instruments
192.
organizational learning rate dependence on management
193.
organizational learning rate measurement
194.
outcome oriented learning
195.
Parkinson’s disease machine learning
196.
peer‐to‐peer learning group
197.
personalised learning
198.
policy learning
199.
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200.
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201.
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202.
project-based learning
203.
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204.
Q-learning algorithm
205.
query learning
206.
regional learning
207.
reinforcement learning
208.
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209.
relative learning performance
210.
Remote learning
211.
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212.
reusable learning objects
213.
robust machine learning
214.
scholarship of teaching and learning
215.
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self learning system
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self-learning
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small data machine learning
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smart learning
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smart learning environment
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stochastic learning theory
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supervised machine learning
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technology-enhanced learning
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tools for interactive learning and teaching
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trans-disciplinary social-learning
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transfer learning
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true online reinforcement learning
239.
ubiquitous learning
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unsupervised learning
241.
unsupervised machine learning
242.
urban learning center
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value of learning
244.
web and computerbased learning
245.
Web and computer-based learning
246.
virtual collaborative learning environment (VCLE)
247.
virtual learning environment
248.
virtual learning factory
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work-based learning
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