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4901
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
4902
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
4903
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
4904
book article
Explainable AI based System for Supply Air Temperature Forecast
Eik, Marika
;
Köse, Ahmet
;
Nourollahi Hokmabad, Hossein
;
Belikov, Juri
IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), Valletta, Malta, 2025 : proceedings
2025
/
5 p. : ill
book article
4905
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
4906
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
4907
journal article
Explainable evaluation framework for facial expression recognition in web-based learning environments
Mouakher, Amira
;
Kononov, Ruslan
International journal of machine learning and cybernetics
2024
/
p. 2801–2833 : ill
https://doi.org/10.1007/s13042-024-02421-y
journal article
4908
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
4909
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
4910
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
4911
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 metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
4912
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
4913
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
4914
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 metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
4915
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
4916
book article EST
/
book article ENG
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators
Taheri, Mahdi
;
Cherezova, Natalia
;
Ansari, Mohammad Saeed
;
Jenihhin, Maksim
;
Mahani, Ali
;
Daneshtalab, Masoud
;
Raik, Jaan
Proceedings of the Twenty Fifth International Symposium on Quality ElectronicDesign : ISQED 2024
2024
/
8 p. : ill
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10528372
https://doi.org/10.1109/ISQED60706.2024.10528372
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Related publications
1
Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine
4917
journal article
Exploration of critical mineral resources in the North Estonian basement, eastern Fennoscandia : a geochemical and geophysical investigation of a region akin to the Southern Svecofennian Finnish Terranes and the Swedish Bergslagen province
Solano Acosta, Juan David
;
All, Tarmo
;
Soesoo, Alvar
;
Hernandez‐Moreno, Catalina
Goldschmidt 2025 Conference
2025
https://conf.goldschmidt.info/goldschmidt/2025/meetingapp.cgi/Paper/28444
journal article
4918
dissertation
Exploration of host-agent-environment interactions using tools of metagenomic sequencing and next generation phage display = Metagenoomi sekveneerimise ja järgmise põlvkonna faagidisplei kasutamine inimese eksposoomi kirjeldamisel
Jaago, Mariliis
2023
https://doi.org/10.23658/taltech.56/2023
https://digikogu.taltech.ee/et/Item/0220f3e8-c452-4c02-a117-d8c343375d24
https://www.ester.ee/record=b5645213*est
dissertation
Related publications
3
Prostaglandin D2 receptor DP1 antibodies predict vaccine-induced and spontaneous narcolepsy type 1 : large-scale study of antibody profiling
Drastic effects on the microbiome of a young rower engaged in high-endurance exercise after a month usage of a dietary fiber supplement
Antibody response to oral biofilm is a biomarker for acute coronary syndrome in periodontal disease
4919
book article
Exploration of lean construction in Japan and its paradoxical stance
Shigaki, Jeferson Shin-Iti
;
Koskela, Lauri Jaakko
;
Tezel, Algan
;
Pedo, Barbara
Proceedings of the 32nd Annual Conference of the International Group for Lean Construction (IGLC 32)
2024
/
p. 1219-1231
https://doi.org/10.24928/2024/0193
Conference proceedings at Scopus
Article at Scopus
book article
4920
journal article EST
/
journal article ENG
An exploration of quantitative models and algorithms for vehicle routing optimization and traveling salesman problems
Lähdeaho, Oskari
;
Hilmola, Olli-Pekka Kristian
Supply chain analytics
2024
/
art. 100056
https://doi.org/10.1016/j.sca.2023.100056
Journal metrics at Scopus
Article at Scopus
Article at WOS
journal article EST
/
journal article ENG
4921
journal article EST
/
journal article ENG
Exploration of the technocratic mentality among European civil servants
Raudla, Ringa
;
Douglas, James W.
;
Mohr, Zachary T.
International review of administrative sciences
2022
/
p. 1013–1031
https://doi.org/10.1177/0020852321996421
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
4922
book article
An explorative analysis of European standards on building information modelling
Bolpagni, Marzia
;
Bosché, Frédéric
;
de Boissieu, Aurélie
;
Akbarieh, Arghavan
;
Shaw, Conor
;
Mêda, Pedro
;
Puust, Raido
;
Medineckiene, Milena
;
Popov, Vladimir
;
Sacks, Rafael
Proceedings of the 2022 European Conference on Computing in Construction
2022
/
p. 363-369
https://doi.org/10.35490/EC3.2022.170
book article
4923
book article EST
/
book article ENG
Exploratory analysis of collective intelligence projects developed within the EU-Horizon 2020 framework
Suran, Shweta
;
Pattanaik, Vishwajeet
;
Ben Yahia, Sadok
;
Draheim, Dirk
Computational Collective Intelligence 11th International Conference, ICCCI 2019, Hendaye, France, September 4–6, 2019, Proceedings, Part II
2019
/
p. 285-296
https://doi.org/10.1007/978-3-030-28374-2_25
Conference proceeding at Scopus
Article at Scopus
Confernce proceeding at WOS
Article at WOS
book article EST
/
book article ENG
Related publications
1
A generic framework for collective intelligence systems = Kollektiivse intelligentsuse süsteemide üldine raamistik
4924
journal article EST
/
journal article ENG
Exploratory data analysis based short-term electrical load forecasting : a comprehensive analysis
Javed, Umar
;
Ijaz, Khalid
;
Shabbir, Noman
;
Kütt, Lauri
;
Husev, Oleksandr
Energies
2021
/
art. 5510
https://doi.org/10.3390/en14175510
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
4925
book article
Exploratory data analysis for demand-side flexibility quantification
Shahid, Arqum
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Maask, Vahur
;
Martins, Joao
2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)
2023
/
6 p
https://doi.org/10.1109/CPE-POWERENG58103.2023.10227408
book article
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