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126
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
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journal article EST
/
journal article ENG
127
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
128
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
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journal article EST
/
journal article ENG
129
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
130
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
131
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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journal article EST
/
journal article ENG
132
book article
Forecasting demand-side flexibility of a household with dynamic consumer behavior analysis
Shahid, Arqum
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Korõtko, Tarmo
IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe 2024) : proceedings
2024
/
5 p
https://doi.org/10.1109/ISGTEUROPE62998.2024.10863005
book article
133
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
134
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
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journal article EST
/
journal article ENG
135
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
136
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
137
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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journal article EST
/
journal article ENG
138
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
Related publications
1
Data-driven urban modelling : the case of explainable detection of urban heat island = Andmepõhine linnamodelleerimine : soojussaarte seletatav tuvastamine
139
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
140
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
Related publications
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
141
book article EST
/
book article ENG
Future opportunities for systematic AI support in healthcare
Bertl, Markus
;
Piho, Gunnar
;
Draheim, Dirk
;
Ross, Peeter
;
Pechmann, Ludwig
;
Bucciarelli, Nicholas
;
Sharma, Rahul
Bridging the Gap Between AI and Reality : First International Conference, AISoLA 2023, Crete, Greece, October 23–28, 2023, Selected Papers
2024
/
p. 203 - 224
https://doi.org/10.1007/978-3-031-73741-1_13
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
142
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
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journal article EST
/
journal article ENG
143
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
Related publications
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
144
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
145
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
146
journal article EST
/
journal article ENG
Harnessing graph neural networks to predict international trade flows
Sellami, Bassem
;
Ounoughi, Chahinez
;
Kalvet, Tarmo
;
Tiits, Marek
;
Rincon-Yanez, Diego
Big Data and Cognitive Computing
2024
/
art. 65
https://doi.org/10.3390/bdcc8060065
Journal metrics at Scopus
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Article at WOS
journal article EST
/
journal article ENG
147
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
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Article at WOS
journal article EST
/
journal article ENG
Related publications
1
Data-driven asset management and condition assessment methodology for transmission overhead lines = Ülekandevõrgu õhuliinide andmepõhine varahalduse ja seisundi hindamise metoodika
148
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
149
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
150
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
Related publications
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
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