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27801
newspaper article
Experts: Faulty construction led to Kuressaare's 2023 water contamination
err.ee
2025
https://news.err.ee/1609635455/experts-faulty-construction-led-to-kuressaare-s-2023-water-contamination
newspaper article
27802
newspaper article
Experts: GPS jamming not to blame for Vilnius DHL cargo plane crash
err.ee
2024
Experts: GPS jamming not to blame for Vilnius DHL cargo plane crash
newspaper article
27803
newspaper article
Experts: No need to worry about the impact of solar storms today
Piir, Rait
news.err.ee
2024
Experts: No need to worry about the impact of solar storms today
newspaper article
27804
newspaper article
Experts: Traffic in Tallinn comparable to Western Europe in the 1970s
Piir, Rait
news.err.ee
2024
Experts: Traffic in Tallinn comparable to Western Europe in the 1970s
newspaper article
27805
journal article EST
/
journal article ENG
Explainability and transparency of classifiers for air-handling unit faults using explainable artificial intelligence (XAI)
Meas, Molika
;
Machlev, Ram
;
Köse, Ahmet
;
Tepljakov, Aleksei
;
Loo, Lauri
;
Levron, Yoash
;
Petlenkov, Eduard
;
Belikov, Juri
Sensors
2022
/
art. 6338 : ill
https://doi.org/10.3390/s22176338
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
27806
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
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
27807
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
27808
journal article EST
/
journal article ENG
Explainable Artificial Intelligence (XAI) techniques for energy and power systems : review, challenges and opportunities
Machlev, Ram
;
Heistrene, L.
;
Perl, M.
;
Levy, K. Y.
;
Belikov, Juri
;
Mannor, S.
;
Levron, Yoash
Energy and AI
2022
/
art. 100169, 13 p. : ill
https://doi.org/10.1016/j.egyai.2022.100169
Journal metrics at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
27809
dissertation
Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
Kalakoti, Rajesh
2025
https://www.ester.ee/record=b5769273*est
https://doi.org/10.23658/taltech.82/2025
https://digikogu.taltech.ee/et/Item/38fc238a-36e3-456c-9302-d0e702e9fc5a
dissertation
Related publications
11
In-depth feature selection for the statistical machine learning-based botnet detection in IoT networks
Enhancing IoT botnet attack detection in SOCs with an explainable active learning framework
Explainable federated learning for Botnet Detection in IoT networks
Improving IoT security with explainable AI : quantitative evaluation of explainability for IoT botnet detection
Improving transparency and explainability of deep learning based IoT botnet detection using explainable artificial intelligence (XAI)
Explainable transformer-based intrusion detection in Internet of Medical Things (IoMT) networks
Comprehensive Feature Selection for Machine Learning-Based Intrusion Detection in Healthcare IoMT Networks
Evaluating Explainable AI for Deep Learning-Based Network Intrusion Detection System Alert Classification
Federated Learning of Explainable AI(FedXAI) for deep learning-based intrusion detection in IoT networks
Synthetic Data-Driven Explainability for Federated Learning-based Intrusion Detection System
Exploring the Impact of Feature Selection on Non-Stationary Intrusion Detection Models in IoT Networks
27810
book article
Explainable federated learning for Botnet Detection in IoT networks
Kalakoti, Rajesh
;
Bahsi, Hayretdin
;
Nõmm, Sven
Proceedings of the 2024 IEEE International Conference on Cyber Security and Resilience (CSR), September 2-4, 2024, London, UK
2024
/
p. 22-29
https://doi.org/10.1109/CSR61664.2024.10679348
Article at Scopus
Article at WOS
book article
Related publications
1
Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
27811
book article
Explainable transformer-based intrusion detection in Internet of Medical Things (IoMT) networks
Kalakoti, Rajesh
;
Nõmm, Sven
;
Bahsi, Hayretdin
2024 International Conference on Machine Learning and Applications, ICMLA 2024, Miami, Florida, 18-20 December 2024 : proceedings
2024
/
p. 1164-1169 : ill
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10903225
https://doi.org/10.1109/ICMLA61862.2024.00179
Article at Scopus
Article at WOS
book article
Related publications
1
Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid
27812
journal article
Explaining asymmetric volatility around the world
Talpsepp, Tõnn
;
Rieger, Marc Oliver
Journal of empirical finance
2010
/
5, p. 938-956
https://econpapers.repec.org/article/eeeempfin/v_3a17_3ay_3a2010_3ai_3a5_3ap_3a938-956.htm
journal article
27813
journal article
Explaining constitution-makers’ preferences : the cases of Estonia and the United States
Raudla, Ringa
Constitutional political economy
2010
/
3, p. 249-269
https://www.researchgate.net/publication/226117052_Explaining_constitution-makers'_preferences_The_cases_of_Estonia_and_the_United_States
journal article
27814
journal article EST
/
journal article ENG
Explaining success of performance management systems : the role of chain of key factors
Laitinen, Erkki K.
;
Kadak, Tarmo
International journal of productivity and performance management
2019
/
p. 362-388 : ill
https://doi.org/10.1108/IJPPM-01-2018-0005
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
27815
book article
Explaining success of performance management systems : the role of chain of key factors
Laitinen, Erkki K.
;
Kadak, Tarmo
3rd AIMA World Conference on Management Accounting Research : Monterey Peninsula, Northern California, May 19-20, 2016
2016
/
[1] p
book article
27816
book article
Explaining success of performance management systems : the role of chain of key factors
Laitinen, Erkki K.
;
Kadak, Tarmo
MAR 2016 - Manufacturing Accounting Research Conference : Lisbon, Portugal, June 15-17, 2016
2016
/
[1] p
book article
27817
journal article EST
/
journal article ENG
Explaining switching behavior : Consumer attention and choice in car insurance market
Kepp, Kaido
;
Männasoo, Kadri
Journal of economic behavior & organization
2025
/
art. 107233
https://doi.org/10.1016/j.jebo.2025.107233
journal article EST
/
journal article ENG
27818
journal article
Explaining switching behavior : consumer attention and choice in car insurance market
Kepp, Kaido
;
Männasoo, Kadri
SSRN
2024
/
36 p.
https://doi.org/10.2139/ssrn.4907134
journal article
27819
book article
Explaining the decisions of deep learning models for load disaggregation (NILM) based on XAI
Machlev, Ram
;
Malka, Asaf
;
Perl, Michael
;
Levron, Yoash
;
Belikov, Juri
2022 IEEE Power & Energy Society General Meeting (PESGM)
2022
/
art. 183865 , p. 1-5 : ill
https://doi.org/10.1109/PESGM48719.2022.9917049
book article
27820
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
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
27821
book article
Explicit dynamic formulation of non-linear shell analysis for the Morley triangular element
Wendt, Ulrika
Tenth Nordic Seminar on Computational Mechanics, Tallinn Technical University, October 24-25, 1997
1997
/
p. 175-178: ill
book article
27822
journal article EST
/
journal article ENG
Exploitability of Maritime Fleet-Based 5G Network Extension
Pilvik, Riivo
;
Jairus, Tanel
;
Sadam, Arvi
;
Nõmmela, Kaidi
;
Kõrbe Kaare, Kati
;
Scholliers, Johan
Electronics
2025
/
art. 2210
https://doi.org/10.3390/electronics14112210
journal article EST
/
journal article ENG
27823
book article
Exploiting aspects in model-based testing
Sarna, Külli
;
Vain, Jüri
FOAL'12 : proceedings of the eleventh workshop on Foundations of Aspect-Oriented Languages : March 26, 2012, Potsdam, German
2012
/
p. 45-47 : ill
https://www.researchgate.net/publication/254007794_Exploiting_aspects_in_model-based_testing
book article
27824
book article
Exploiting data transfer locality in memory mapping
Ellervee, Peeter
;
Miranda, Miguel
;
Catthoor, Francky
;
Hemani, Ahmed
25th EUROMICRO conference : Informatics : Theory and Practice for the New Millennium : Milan, Italy, September 8-10, 1999 : proceedings. Volume I
1999
/
p. 14-21 : ill
https://ieeexplore.ieee.org/document/793132
book article
27825
book article EST
/
book article ENG
Exploiting factory telemetry to support virtual reality simulation in robotics cell
Kuts, Vladimir
;
Modoni, Gianfranco E.
;
Terkaj, Walter
;
Tähemaa, Toivo
;
Sacco, Marco
;
Otto, Tauno
Augmented Reality, Virtual Reality, and Computer Graphics : 4th International Conference, AVR 2017, Ugento, Italy, June 12–15, 2017 : proceedings. Part I
2017
/
p. 212-221 : ill
https://doi.org/10.1007/978-3-319-60922-5_16
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
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