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26
book article
Applying reinforcement learning method for real-time energy management
Borhan Dayani, Aida
;
Fazlollahtabar, Hamed
;
Ahmadiahangar, Roya
;
Rosin, Argo
2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe)
2019
/
5 p. : ill
https://doi.org/10.1109/EEEIC.2019.8783766
book article
27
book article
Artificial intelligence and education
Jaakkola, Hannu
;
Henno, Jaak
;
Lahti, J-P.
;
Järvinen, Raimo
;
Mäkelainen, Jukka
2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO), 28 Sept.-2 Oct. 2020, Opatija, Croatia : proceedings
2020
/
p. 548-555
https://doi.org/10.23919/MIPRO48935.2020.9245329
book article
28
journal article EST
/
journal article ENG
Artificial intelligence and the GDPR : Inevitable nemeses?
Kesa, Aleksandr
;
Kerikmäe, Tanel
TalTech journal of European studies
2020
/
p. 68-90
https://doi.org/10.1515/bjes-2020-0022
https://content.sciendo.com/view/journals/bjes/bjes-overview.xml?tab_body=latestIssueToc-79907
https://www.ester.ee/record=b5290032*est
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
29
book article
Artificial intelligence in monitoring and diagnostics of electrical energy conversion systems
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
;
Pomarnacki, Raimondas
;
Belahcen, Anouar
;
Van Khang, Hyunh
2020 27th International Workshop on Electric Drives: MPEI Department of Electric Drives 90th Anniversary (IWED), Moscow, Russia, January 27-30, 2020
2020
/
4 p
https://doi.org/10.1109/IWED48848.2020.9069566
book article
30
book article
Artificial intelligence tools for university fundraising 5.0 : a comprehensive analysis
Cherniavska, Olena
;
Belov, Alexandr
;
Shmygol, Nadiia
;
Järvis, Marina
;
Cherniavska, Oleksandra
;
Tsalko, Tetiana
2023 IEEE 5th International Conference on Modern Electrical and Energy System (MEES) : proceedings
2023
/
6 p
https://doi.org/10.1109/MEES61502.2023.10402529
book article
31
dissertation
Artificial Intelligence-Based Predictive Analytics for Battery Energy Storage Systems in Electric Vehicle Applications = Tehisintellektil põhinev ennustav andmeanalüüs akupõhiste energiasalvestussüsteemide jaoks elektrisõidukites
Zequera, Rolando Antonio Gilbert
2025
https://www.ester.ee/record=b5758189*est
https://digikogu.taltech.ee/et/Item/7ecb1e38-a591-47c5-b37e-7c2e901d05f1
https://doi.org/10.23658/taltech.61/2025
dissertation
Related publications
10
Overview of digital twin platforms for EV applications
Overview of battery energy storage systems readiness for digital twin of electric vehicles
Modeling battery energy storage systems based on remaining useful lifetime through regression algorithms and binary classifiers
Clustering and outlier analysis for key performance indicators in battery energy storage systems applications
Data science-based techniques for modelling and diagnostics of battery cells based on end-of-life criteria
Health and charge indicators for battery energy storage systems in electric vehicles applications
Deep Learning methodology for charging management applications in battery cells based on Neural Networks
Kolmogorov-Arnold networks for algorithm design in battery energy storage system applications
Charge Diagnostics and State Estimation of Battery Energy Storage Systems Through Transformer Models
Meetod, seade, arvutiloetav andmekandja juhiste salvestamiseks ja tarkvaratoode akude energiasalvestussüsteemi (BESS) haldamiseks, kasutades Kolmogorov-Arnoldi võrke (KAN-e)
32
journal article EST
/
journal article ENG
Artificial lateral line for aquatic habitat modelling: An example for Lefua echigonia
Garcia-Vega, Ana
;
Fuentes-Perez, Juan Francisco
;
Fukuda, Shinji
;
Kruusmaa, Maarja
;
Sanz-Ronda, Francisco Javier
;
Tuhtan, Jeffrey Andrew
Ecological Informatics
2021
/
art. 101388
https://doi.org/10.1016/j.ecoinf.2021.101388
Journal metrics at Scopus
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Article at WOS
journal article EST
/
journal article ENG
33
book article
Assessment of data acquisition system for forecasting temperature and solar irradiation
Zahraoui, Younes
;
Korõtko, Tarmo
;
Mekhilef, Saad
;
Alhamrouni, Ibrahim
2023 International Conference on Engineering Technology and Technopreneurship (ICE2T)
2024
/
p. 408-413
https://doi.org/10.1109/ICE2T58637.2023.10540516
book article
34
journal article
At the crossroads of product complexity, market demand, and machine learning
Kalvet, Tarmo
;
Tiits, Marek
;
Ounoughi, Chahinez
;
Ben Sassi, Imen
;
Ben Yahia, Sadok
Management & marketing
2024
journal article
35
journal article EST
/
journal article ENG
Author Correction : DOME : recommendations for supervised machine learning validation in biology
Walsh, Ian
;
Fishman, Dmytro
;
Garcia-Gasulla, Dario
;
Titma, Tiina
;
Pollastri, Gianluca
Nature methods
2021
/
p. 1409–1410 : ill
https://doi.org/10.1038/s41592-021-01304-2
Journal metrics at Scopus
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journal article EST
/
journal article ENG
Related publications
1
DOME : recommendations for supervised machine learning validation in biology
36
book article
Automatic NLOS classification from virtual 3D city models
Müürsepp, Ivo
;
Alam, Muhammad Mahtab
2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC)
2023
/
p. 190-195
https://doi.org/10.1109/FMEC59375.2023.10306158
book article
37
book article
Automatic visual traffic sign damage detection and measurement of damaged area
Ersü, Can
;
Janson, Karl
;
Petlenkov, Eduard
;
Reinsalu, Uljana
2024 18th International Conference on Control, Automation, Robotics and Vision (ICARCV)
2024
/
p. 505-510
https://doi.org/10.1109/ICARCV63323.2024.10821546
book article
38
book article
Autonomous cyber defence capabilities
Tammet, Tanel
Autonomous cyber capabilities under international law
2021
/
p. 36-50
https://www.ester.ee/record=b5395402*est
book article
39
journal article EST
/
journal article ENG
A Bayesian optimization approach for calibrating large-scale activity-based transport models
Agriesti, Serio
;
Kuzmanovski, Vladimir
;
Hollmen, Jaakko
;
Roncoli, Claudio
;
Nahmias-Biran, Bat-Hen
IEEE Open Journal of Intelligent Transportation Systems
2023
/
p. 740 - 754
https://doi.org/10.1109/OJITS.2023.3321110
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
40
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
41
journal article EST
/
journal article ENG
Behavioural compass : animal behaviour recognition using magnetometers
Chakravarty, Pritish
;
Maalberg, Maiki
;
Cozzi, Gabriele
;
Ozgul, Arpat
;
Aminian, Kamiar
Movement Ecology
2019
/
Art. nr. 28
https://doi.org/10.1186/s40462-019-0172-6
Journal metrics at Scopus
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Article at WOS
journal article EST
/
journal article ENG
42
book article EST
/
book article ENG
Bing-CSF-IDF+: a semantics-driven recommender system for news
Huijsduijnen, Lies Hooft van
;
Hoogmoed, Thom
;
Keulers, Geertje
;
Langendoen, Edmar
;
Langendoen, Sanne
;
Vos, Tim
;
Hogenboom, Frederik
;
Frasincar, Flavius
;
Robal, Tarmo
New trends in databases and information systems : ADBIS 2020 short papers, Lyon, France, August 25–27, 2020 : proceedings
2020
/
p. 143−153
https://doi.org/10.1007/978-3-030-54623-6_13
Conference proceeding at Scopus
Article at Scopus
book article EST
/
book article ENG
43
book
Biomimetics
2024
https://www.mdpi.com/journal/biomimetics/special_issues/0K2292JW30
book
44
book article
Broken rotor bar fault detection using machine learning: Optimal frequency resolution
Koveshnikov, Semen
;
Bouharrouti, Nada El
;
Kudelina, Karolina
;
Naseer, Muhammad Usman
;
Vaimann, Toomas
;
Belahcen, Anouar
2024 International Conference on Electrical Machines (ICEM)
2024
/
6 p
https://doi.org/10.1109/ICEM60801.2024.10700228
book article
45
book article
Building morphology influence on outdoor comfort in urban environments. An analysis through machine learning
Eslamirad, Nasim
;
De Luca, Francesco
;
Lylykangas, Kimmo Sakari
Proceedings of the 12th Annual Symposium on Simulation for Architecture and Urban Design
2021
http://www.simaud.org/2021/program.php
book article
46
book article EST
/
book article ENG
Camera-LiDAR fusion based object segmentation in adverse weather conditions for autonomous driving
Gu, Junyi
;
Bellone, Mauro
;
Lind, Artjom
2024 19th Biennial Baltic Electronics Conference (BEC)
2024
https://doi.org/10.1109/BEC61458.2024.10737955
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
47
book article
CapsNet on embedded devices in a data scarce scenario
Ezechukwu, Dismas Ndubuis
;
Le Moullec, Yannick
2022 18th Biennial Baltic Electronics Conference (BEC)
2022
/
6 l.
https://doi.org/10.1109/BEC56180.2022.9935600
book article
48
book article
Challenges in using neural networks in safety-critical applications
Forsberg, H.
;
Linden, Jan
;
Hjorth, J.
;
Manefjord, T.
;
Daneshtalab, Masoud
AIAA/IEEE Digital Avionics Systems Conference - Proceedings,
2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC), Virtual Conference, October 11-16, 2020 : Proceedings
2020
/
7 p
https://doi.org/10.1109/DASC50938.2020.9256519
book article
49
journal article
Charge Diagnostics and State Estimation of Battery Energy Storage Systems Through Transformer Models
Zequera, Rolando Antonio Gilbert
;
Rassõlkin, Anton
;
Vaimann, Toomas
;
Kallaste, Ants
IEEE Access
2025
/
p. 17733–17744 : ill
https://doi.org//10.1109/ACCESS.2025.3532858
journal article
Related publications
1
Artificial Intelligence-Based Predictive Analytics for Battery Energy Storage Systems in Electric Vehicle Applications = Tehisintellektil põhinev ennustav andmeanalüüs akupõhiste energiasalvestussüsteemide jaoks elektrisõidukites
50
journal article EST
/
journal article ENG
Classification of the energy production potential of water lens solar concentrators using machine learning
Zarrinkafsh, Hamidreza
;
Eslamirad, Nasim
;
De Luca, Francesco
Journal of Physics: Conference Series
2021
/
art. 012022, 6 p. : ill
https://doi.org/10.1088/1742-6596/2042/1/012022
Conference proceeding at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
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