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101
journal article EST
/
journal article ENG
Explainability-based trust algorithm for electricity price forecasting models
Heistrene, Leena
;
Machlev, Ram
;
Perl, Michael
;
Belikov, Juri
;
Baimel, Dmitry
;
Levy, Kfir
;
Mannor, Shie
;
Levron, Yoash
Energy and AI
2023
/
art 100259, 18 p
https://doi.org/10.1016/j.egyai.2023.100259
Journal metrics at Scopus
Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
102
book article
Explainable AI based fault detection and diagnosis system for air handling units
Belikov, Juri
;
Meas, Molika
;
Machlev, Ram
;
Köse, Ahmet
;
Tepljakov, Aleksei
;
Loo, Lauri
;
Petlenkov, Eduard
;
Levron, Yoash
Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics - ICINCO, 2022 , Lisbon, Portugal
2022
/
p. 271-279
https://doi.org/10.5220/0011350000003271
book article
103
journal article EST
/
journal article ENG
Explaining the decisions of power quality disturbance classifiers using latent space features
Machlev, Ram
;
Perl, Michael
;
Caciularu, Avi
;
Belikov, Juri
;
Levy, Kfir Yehuda
;
Levron, Yoash
International journal of electrical power & energy systems
2023
/
art. 108949
https://doi.org/10.1016/j.ijepes.2023.108949
Journal metrics at Scopus
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Article at WOS
journal article EST
/
journal article ENG
104
book article
Extracting ontologies from relational databases
Astrova, Irina
Proceedings of the 22nd IASTED International Conference on Databases and Applications (DBA)
2004
/
p. 56-61
https://spiral.imperial.ac.uk/bitstream/10044/1/52670/7/FAIA291-0043.pdf
book article
105
book article
Fall detection and activity recognition system for usage in smart work-wear [Online resource]
Leier, Mairo
;
Jervan, Gert
;
Allik, Ardo
;
Pilt, Kristjan
;
Karai, Deniss
;
Fridolin, Ivo
BEC 2018 : 2018 16th Biennial Baltic Electronics Conference (BEC) : proceedings of the 16th Biennial Baltic Electronics Conference, October 8-10, 2018
2018
/
4 p.: ill
https://doi.org/10.1109/BEC.2018.8600959
book article
106
journal article EST
/
journal article ENG
FedBranched : leveraging federated learning for anomaly-aware load forecasting in energy networks
Manzoor, Habib Ullah
;
Khan, Ahsan Raza
;
Flynn, David
;
Alam, Muhammad Mahtab
;
Akram, Muhammad
;
Imran, Muhammad Ali
;
Zoha, Ahmed
Sensors
2023
/
art. 3570
https://doi.org/10.3390/s23073570
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Article at Scopus
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Article at WOS
journal article EST
/
journal article ENG
107
book article
Forecasting of absolute dynamic topography by utilizing machinelearning with synergy of satellite altimetry data
Delpeche-Ellmann, Nicole Camille
;
Rajabi-Kiasari, Saeed
;
Ellmann, Artu
13th Coastal Altimetry Workshop & Coastal Altimetry Training, 6-10 February 2023, Universidad de Cádiz, Spain : abstract
2023
/
p. 42
https://www.coastalaltimetry.org/NikalWebsitePortal/coastal-altimetry-workshop/esa/ExtraContent/ContentSubPage?page=8&subPage=3
book article
108
journal article EST
/
journal article ENG
Forecasting of energy consumption and production using recurrent neural networks
Shabbir, Noman
;
Kütt, Lauri
;
Jawad, Muhammad
;
Iqbal, Muhammad Naveed
;
Ghahfarokhi, Payam Shams
Advances in electrical and electronic engineering
2020
/
p. 190−197
https://doi.org/10.15598/aeee.v18i3.3597
Journal metrics at Scopus
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Article at WOS
journal article EST
/
journal article ENG
109
book article
Forecasting sea level maxima using machine learning models in the Baltic Sea
Rajabi-Kiasari, Saeed
;
Delpeche-Ellmann, Nicole Camille
;
Ellmann, Artu
International Liège Colloquium 2024 : Ocean Extremes
2024
/
1 p
https://gher-uliege.github.io/liege-colloquium-2024/abstracts/2024-01-26_12:01:45_IP_193.40.250.130.pdf
book article
110
book article
Forecasting short term wind energy generation using machine learning
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Kütt, Lauri
;
Iqbal, Muhammad Naveed
;
Rosin, Argo
2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), 7-9 October 2019 : conference proceedings
2019
/
4 p
https://doi.org/10.1109/RTUCON48111.2019.8982365
book article
111
journal article EST
/
journal article ENG
Fractional order sliding mode controller based on supervised machine learning techniques for speed control of PMSM
Zahraoui, Younes
;
Zaihidee, Fardila M.
;
Kermadi, Mostefa
;
Mekhilef, Saad
;
Mubin, Marizan
;
Tang, Jing Rui
;
Zaihidee, Ezrinda M.
Mathematics
2023
/
art. 1457
https://doi.org/10.3390/math11061457
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Article at WOS
journal article EST
/
journal article ENG
112
journal article EST
/
journal article ENG
From near real-time urban data to an explainable city-scale model to help reduce the Urban Heat Island (UHI) effect
Eslamirad, Nasim
;
De Luca, Francesco
;
Ben Yahia, Sadok
;
Lylykangas, Kimmo Sakari
Journal of Physics: Conference Series
2023
/
art. 092012, p. 1-6 : ill
https://doi.org/10.1088/1742-6596/2600/9/092012
Conference proceedings at Scopus
Article at Scopus
journal article EST
/
journal article ENG
Seotud publikatsioonid
1
Data-driven urban modelling : the case of explainable detection of urban heat island = Andmepõhine linnamodelleerimine : soojussaarte seletatav tuvastamine
113
book article EST
/
book article ENG
From sensors to Dempster-Shafer theory and back : the axiom of ambiguous sensor correctness and its applications
Draheim, Dirk
;
Tammet, Tanel
Database and Expert Systems Applications : 31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14–17, 2020 : Proceedings, Part I
2020
/
p. 3-19
https://doi.org/10.1007/978-3-030-59003-1_1
Conference proceedings at Scopus
Article at Scopus
Conference proceedings at WOS
Article at WOS
book article EST
/
book article ENG
114
dissertation
Fully automated tuning of microwave coaxial cavity filters = Mikrolaine-koaksiaalfiltrite täisautomaatne häälestamine
Sekhri, Even
2024
https://www.ester.ee/record=b5685094*est
https://digikogu.taltech.ee/et/Item/38784e65-568e-4dd9-aef9-bb5eec5a2a9c
https://doi.org/10.23658/taltech.20/2024
dissertation
Seotud publikatsioonid
7
Optimal Q-learning approach for tuning the cavity filters
Novel band-subtraction technique to differentiate screws for microwave cavity filter tuning
A novel real-time parametric tracking approach for robust microwave filter tuning
Data-driven approaches based microwave filter tuning - a review
Modeling and robust control algorithms for a linear belt driven system
Review of state-of-the-art microwave filter tuning techniques and Iiplementation of a novel tuning algorithm using expert-based hybrid learning
Double deep Q-Learning approach for tuning microwave cavity filters using locally linear embedding technique
115
journal article EST
/
journal article ENG
GC and other methods for full and partial context coverage
Raun, Kristo
;
Torim, Ants
;
Ben Yahia, Sadok
Procedia computer science
2021
/
p. 746−755
https://doi.org/10.1016/j.procs.2021.08.077
Conference proceeding at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
116
dissertation
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
Kaushik, Minakshi
2024
https://www.ester.ee/record=b5652676*est
https://digikogu.taltech.ee/et/Item/b3fc493d-b245-43e2-bd37-87d749cca028
https://doi.org/10.23658/taltech.6/2024
dissertation
Seotud publikatsioonid
8
On the potential of numerical association rule mining
A systematic assessment of numerical association rule mining methods
Impact-driven discretization of numerical factors : case of two- and three-partitioning
Discretizing numerical attributes : an analysis of human perceptions : [conference paper]
An analysis of human perception of partitions of numerical factor domains
Numerical association rule mining : a systematic literature review
Swarm-intelligence algorithms for mining numerical association rules : an exhaustive multi-aspect analysis of performance assessment data
Discretizing numerical attributes : an analysis of human perceptions
117
journal article
Generation of unmeasured loading levels data for condition monitoring of induction machine using machine learning
Billah, Md Masum
;
Saberi, Alireza Nemat
;
Hemeida, Ahmed
;
Martin, Floran
;
Kudelina, Karolina
;
Asad, Bilal
;
Naseer, Muhammad Usman
;
Mukherjee, Victor
;
Belahcen, Anouar
IEEE transactions on magnetics
2023
https://doi.org/10.1109/TMAG.2023.3312267
journal article
118
book article EST
/
book article ENG
GK : Implementing full first order default logic for commonsense reasoning (system description)
Tammet, Tanel
;
Draheim, Dirk
;
Järv, Priit
Automated Reasoning : 11th International Joint Conference, IJCAR 2022, Haifa, Israel, August 8–10, 2022 : proceedings
2022
/
p. 300-309
https://doi.org/10.1007/978-3-031-10769-6_18
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
119
journal article EST
/
journal article ENG
Health index prediction of overhead transmission lines : a machine learning approach
Manninen, Henri
;
Kilter, Jako
;
Landsberg, Mart
IEEE transactions on power delivery
2022
/
p. 50-58
https://doi.org/10.1109/TPWRD.2021.3052721
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Seotud publikatsioonid
1
Data-driven asset management and condition assessment methodology for transmission overhead lines = Ülekandevõrgu õhuliinide andmepõhine varahalduse ja seisundi hindamise metoodika
120
book article EST
/
book article ENG
Higher education teachers’ perceptions about teaching and learning related qualities of telepresence robots
Leoste, Janika
;
Virkus, Sirje
;
Talisainen, Aleksei
ROBOT2022 : Fifth Iberian Robotics Conference : Advances in Robotics. Vol. 1
2022
/
p. 526-537
https://doi.org/10.1007/978-3-031-21065-5_43
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
121
book article EST
/
book article ENG
How domain engineering can help to raise adoption rates of artificial intelligence in healthcare
Bertl, Markus
;
Klementi, Toomas
;
Piho, Gunnar
;
Ross, Peeter
;
Draheim, Dirk
Information Integration and Web Intelligence, 25th International Conference, iiWAS 2023, Denpasar, Bali, Indonesia, December 4–6, 2023 : proceedings
2023
/
p. 490-504
https://doi.org/10.1007/978-3-031-48316-5_1
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
122
book article
Hybrid feature selection models for machine learning based botnet detection in IoT networks
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
;
Nõmm, Sven
2019 International Conference on Cyberworlds : CW 2019 : 2-4 October 2019, Kyoto, Japan : proceedings
2019
/
p. 324-327 : ill
https://doi.org/10.1109/CW.2019.00059
book article
Seotud publikatsioonid
1
Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
123
book article
The impact of load on global parameters of electrical machines in case of healthy and broken rotor bars
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Autsou, Siarhei
;
Asad, Bilal
;
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
;
Shabbir, Noman
2022 18th Biennial Baltic Electronics Conference (BEC)
2022
/
5 l.
https://doi.org/10.1109/BEC56180.2022.9935614
book article
124
book article EST
/
book article ENG
Impact-driven discretization of numerical factors : case of two- and three-partitioning
Kaushik, Minakshi
;
Sharma, Rahul
;
Arakkal Peious, Sijo
;
Draheim, Dirk
Big Data Analytics. BDA 2021 : 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021 : proceedings
2021
/
p. 244–260
https://doi.org/10.1007/978-3-030-93620-4_18
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
125
journal article
An improved cooperative team spraying control of a diffusion process with a moving or static pollution source
Chen, Juan
;
Cui, Baotong
;
Chen, YangQuan
;
Zhuang, Bo
IEEE/CAA Journal of Automatica Sinica
2020
/
p. 494 - 504 : ill
https://doi.org/10.1109/JAS.2019.1911519
journal article
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