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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 methods for data based modeling and analysis of complex processes : real life examples [Online resource]
Vassiljeva, Kristina
;
Petlenkov, Eduard
;
Vansovitš, Vitali
;
Tepljakov, Aleksei
Proceedings of the 2016 IEEE First International Conference on Data Stream Mining & Processing (DSMP) : Lviv, Ukraine, August 23-27, 2016
2016
/
p. 363-368 : ill
https://doi.org/10.1109/DSMP.2016.7583579
book article
4
book article EST
/
book article ENG
Assessment of malicious tweets impact on stock market prices
Ishikawa, Tatsuki
;
Ben Sassi, Imen
;
Ben Yahia, Sadok
Research Challenges in Information Science : 15th International Conference, RCIS 2021, Limassol, Cyprus, May 11–14, 2021 : proceedings
2021
/
p. 330–346
https://doi.org/10.1007/978-3-030-75018-3_22
Conference Proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
5
journal article EST
/
journal article ENG
The bearing faults detection methods for electrical machines — the state of the art
Khan, Muhammad Amir
;
Asad, Bilal
;
Kudelina, Karolina
;
Vaimann, Toomas
;
Kallaste, Ants
Energies
2023
/
art. 296
https://doi.org/10.3390/en16010296
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
6
book article
Coordinated PI-based frequency deviation control of isolated hybrid microgrid : an online multi-agent tuning approach via reinforcement learning
Nosrati, Komeil
;
Tepljakov, Aleksei
;
Petlenkov, Eduard
;
Levron, Yoash
;
Škiparev, Vjatšeslav
;
Belikov, Juri
2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) : proceedings
2022
/
p. 1-5 : ill
https://doi.org/10.1109/ISGT-Europe54678.2022.9960311
book article
Related publications
1
Virtual inertia control of microgrids using deep reinforcement learning methods = Mikrovõrkude virtuaalse inertsi juhtimine sügava stiimulõppe meetoditega
7
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
8
journal article
Development and utilization of synthetic signals for fault diagnostics of electrical machines
Raja, Hadi Ashraf
;
Kudelina, Karolina
;
Asad, Bilal
;
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
IEEE journal of emerging and selected topics in industrial electronics
2024
/
9 p
https://doi.org/10.1109/JESTIE.2024.3395650
journal article
9
book article
Dynamic predictive modeling approach of user behavior in virtual reality based application
Köse, Ahmet
;
Tepljakov, Aleksei
;
Petlenkov, Eduard
2019 27th Mediterranean Conference on Control and Automation (MED)
2019
/
p. 57-62 : ill
https://doi.org/10.1109/MED.2019.8798521
book article
10
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
Related publications
1
Novel Neural Network accelerator architectures for FPGAs = Uudsed närvivõrkude kiirendite arhitektuurid FPGAdele
11
book article
Estimating quality of transmission in a live production network using machine learning
Müller, Jasper
;
Fehenberger, Tobias
;
Patri, Sai Kireet
;
Kaeval, Kaida
;
Griesser, Helmut
;
Tikas, Marko
;
Elbers, Jörg-Peter
2021 Optical Fiber Communications Conference and Exhibition (OFC) : 6-10 June 2021 : San Francisco, CA, USA
2021
/
paper Tu1G.2, 3 p
https://ieeexplore.ieee.org/abstract/document/9489940
book article
12
book article
Evaluating the robustness of ML models to out-of-distribution data through similarity analysis
Lindén, Joakim
;
Forsberg, Håkan
;
Daneshtalab, Masoud
;
Söderquist, Ingemar
New Trends in Database and Information Systems; ADBIS 2023 Short Papers, Doctoral Consortium and Workshops: AIDMA, DOING, K-Gals, MADEISD, PeRS, Barcelona, Spain, September 4–7, 2023, Proceedings
2023
/
p. 348 - 359
https://doi.org/10.1007/978-3-031-42941-5_30
book article
13
book article
Evolutionary design of the closed loop control on the basis of NN-ANARX model using genetic algorithm
Vassiljeva, Kristina
;
Petlenkov, Eduard
;
Nõmm, Sven
Neural information processing : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012 : proceedings. Part I
2012
/
p. 592-599 : ill
https://link.springer.com/chapter/10.1007/978-3-642-34475-6_71
book article
14
book article
Fault detection and predictive maintenance of electrical machines : perspective chapter
Raja, Hadi Ashraf
;
Kudelina, Karolina
;
Asad, Bilal
;
Vaimann, Toomas
New Trends in Electric Machines - Technology and Applications
2022
https://doi.org/10.5772/intechopen.107167
book article
Related publications
1
IoT based tools and methods for electrical machine diagnostics = Asjade interneti põhised tööriistad ja meetodid elektrimasinate diagnostikaks
15
journal article
Genetic algorithm based structure identification for feedback control of nonlinear MIMO systems
Vassiljeva, Kristina
;
Belikov, Juri
;
Petlenkov, Eduard
Lecture notes in computer science
2011
/
p. 215-226 : ill
https://link.springer.com/chapter/10.1007/978-3-642-23857-4_23
journal article
16
book article
Hardware Trojans for confidence reduction and misclassifications on neural networks
Grailoo, Mahdieh
;
Leier, Mairo
;
Pagliarini, Samuel Nascimento
Proceedings Of The Twenty Third International Symposium On Quality Electronic Design (ISQED 2022)
2022
/
art. 180541, p. 230-235
https://doi.org/10.1109/ISQED54688.2022.9806246
book article
17
journal article EST
/
journal article ENG
Kolmogorov-Arnold networks for algorithm design in battery energy storage system applications
Gilbert Zequera, Rolando Antonio
;
Rassõlkin, Anton
;
Vaimann, Toomas
;
Kallaste, Ants
Energy Reports
2025
/
p. 2664-2677
https://doi.org/10.1016/j.egyr.2025.02.002
journal article EST
/
journal article ENG
18
journal article EST
/
journal article ENG
Lightweight CNN-based Microfluidic Droplet Classification for Portable Imaging Flow Cytometry
Afrin, Fariha
;
Le Moullec, Yannick
;
Pardy, Tamas
;
Rang, Toomas
Proceedings of the Estonian Academy of Sciences
2025
/
p. 302-311
https://doi.org/10.3176/proc.2025.2S.05
journal article EST
/
journal article ENG
19
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
20
journal article EST
/
journal article ENG
Machine learning assisted methodology for multiclass classification of malignant brain tumors
Vidyarthi, Ankit
;
Agarwal, Ruchi
;
Gupta, Deepak
;
Sharma, Rahul
;
Draheim, Dirk
;
Tiwari, Prayag
IEEE Access
2022
/
p. 50624-50640
https://doi.org/10.1109/ACCESS.2022.3172303
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
21
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Artificial intelligence driven approaches for fault prognostics of electrical machines using vibration spectrum analysis = Tehisintellektil põhinevad lähenemisviisid elektrimasinate rikete prognoosimiseks vibratsioonispektri analüüsi abil
22
book article
Microfluidic droplet classification through tuned convolutional neural network on a resource constrained platform
Afrin, Fariha
;
Le Moullec, Yannick
;
Pardy, Tamas
2024 19th Biennial Baltic Electronics Conference (BEC)
2024
/
4 p
https://doi.org/10.1109/BEC61458.2024.10737958
book article
23
book article
Modelling of magnetization processes of 3D-Printed Fe-Si components by means of an artificial neural network implemented in a FEM scheme
Stella, Marco
;
Faba, Antonio
;
Bertolini, Vittorio
;
Fulginei, F. Riganti
;
Sabino, Lorenzo
;
Tiismus, Hans
;
Kallaste, Ants
;
Cardelli, Ermanno
2024 International Conference on Electrical Machines (ICEM)
2024
/
7 p
https://doi.org/10.1109/ICEM60801.2024.10700301
book article
24
book article
Neural networks based system for the supervision of therapeutic exercises
Nõmm, Sven
;
Kuusik, Alar
;
Ovsjanski, Sergei
;
Malmberg, Ines
;
Parve, Marko
;
Orunurm, Lii
Neural information processing : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012 : proceedings. Part IV
2012
/
p. 364-371 : ill
https://link.springer.com/chapter/10.1007/978-3-642-34478-7_45
book article
25
book article
NN-ANARX model based control of liquid level using visual feedback
Vassiljeva, Kristina
;
Tepljakov, Aleksei
;
Petlenkov, Eduard
2015 IEEE International Conference on Industrial Informatics (INDIN) : proceedings : Robinson College, Cambridge, United Kingdom, 22-24 July, 2015
2015
/
p. 133-138 : ill
http://dx.doi.org/10.1109/INDIN.2015.7281723
book article
Number of records 40, displaying
1 - 25
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155
1.
artificial neural networks
2.
artificial neural networks (ANN)
3.
constrained artificial neural networks
4.
Constrained neural networks
5.
convolutional neural networks
6.
convolutional neural networks (CNNa)
7.
Convolutional Neural Networks (CNNs)
8.
deep neural networks
9.
deep neural networks (DNNs)
10.
Fuzzy neural networks
11.
graph neural networks
12.
multilayer neural networks
13.
neural networks
14.
neural-networks
15.
pre-trained neural networks
16.
recurrent neural networks
17.
recurrent neural networks (RNN)
18.
artificial neural network
19.
Binarized Neural Network (BNN)
20.
cascaded forward neural network (CFNN)
21.
Convolutional Neural Network
22.
convolutional neural network (CNN)
23.
deep convolutional neural network
24.
deep neural network
25.
deep neural network compression
26.
feedforward neural network (FFNN)
27.
Graph Convolutional Neural Network (GCN)
28.
GraphSAGE (Graph Based Neural Network)
29.
human neural progenitor cells
30.
linear Delta robots neural network based model
31.
neural activity
32.
neural additive model
33.
neural architecture search
34.
neural controller
35.
neural development
36.
neural fuzzy modelling control
37.
neural machine translation
38.
neural net
39.
neural network
40.
neural network architecture search
41.
neural network controller
42.
neural network modelling
43.
neural network predictive controller
44.
neural oscillations
45.
neural processing unit
46.
neural stimulation
47.
Radial Basis Function Neural Network (RBFNN)
48.
recurrent neural network language model
49.
Residual Neural Network
50.
spiking neural network (SNN)
51.
Ternary Neural Network
52.
adaptive networks
53.
ad-hoc sensor networks security
54.
automotive communication networks
55.
Bayesian Belief Networks
56.
Bayesian networks
57.
binary search networks
58.
binary sensor networks
59.
body area networks
60.
body sensor networks
61.
cellular networks
62.
communication networks
63.
complex networks
64.
computer networks
65.
content distribution networks
66.
content-addressable storage networks
67.
convolutional networks
68.
cross-border communication networks
69.
decentralized content-addressable storage (DCAS) networks
70.
developmental networks
71.
diffusion networks
72.
digital twin networks (DTNs)
73.
distribution networks
74.
district heating networks
75.
Dynamic networks
76.
dynamics over networks
77.
ecological networks
78.
economic networks
79.
electric power transmission networks
80.
electrical distribution networks
81.
electrical networks
82.
embedded networks/NoC
83.
gateways (computer networks)
84.
generative adversarial networks
85.
geodetic networks
86.
global production networks
87.
graph attention networks
88.
graph convolutional networks
89.
heating and cooling networks
90.
heating networks
91.
hypar-formed networks
92.
IaaS cloud networks
93.
Impedance-source networks
94.
innovation networks
95.
IP networks
96.
iterative networks
97.
knowledge networks
98.
location-based social networks
99.
logistics networks
100.
Long Short-Term Memory Networks (LSTMs)
101.
low voltage networks
102.
low-voltage networks
103.
lumped parameter networks
104.
marketing networks
105.
metabolic networks and pathways
106.
mobile actuator-sensor networks (MAS-Net)
107.
multilayer networks
108.
NB-IoT networks
109.
networks
110.
networks coding
111.
neuro-fuzzy networks and guided missile
112.
non-terrestrial networks
113.
observational networks
114.
on-body networks (BANs)
115.
Online social networks
116.
Optical fiber networks
117.
optical fibre networks
118.
optical networks
119.
optimized routing approach for critical and emergency networks
120.
optimized routing approach for critical and emergency networks simulations
121.
packet switched networks
122.
partner networks
123.
Passive networks
124.
phantom cellular networks
125.
private networks
126.
production networks
127.
Public safety networks
128.
public safety networks (PSN)
129.
public safety networks (PSNs)
130.
reconfigurable scan networks
131.
regional innovation networks
132.
scale-free networks
133.
sensor networks
134.
small district heating networks
135.
SME networks
136.
social networks
137.
social networks
138.
software defined networks (SDN)
139.
sorting networks
140.
supply networks
141.
transmission networks
142.
unreliable wireless networks
143.
WBANs (wireless body area networks)
144.
wearable wireless networks
145.
wearable wireless networks (WWNs)
146.
weighted networks
147.
wireless ad hoc sensor networks
148.
Wireless Body Area Networks
149.
wireless body area networks (WBANs)
150.
wireless body-to-body networks (BBN)
151.
wireless networks
152.
wireless sensor networks
153.
virtual networks
154.
5G networks
155.
5G networks
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