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dissertation

Artificial Intelligence-Based Predictive Analytics for Battery Energy Storage Systems in Electric Vehicle Applications = Tehisintellektil põhinev ennustav andmeanalüüs akupõhiste energiasalvestussüsteemide jaoks elektrisõidukitesZequera, Rolando Antonio Gilbert2025 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)

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book article EST / book article ENG

Comparison and evaluation of learning capabilities of deep learning methods for predicting ship motionsZhang, Mingyang; Liu, Con; Kujala, Pentti Jouko Sakari; Hirdaris, SpyrosProceedings of 15th International Marine Design Conference (IMDC-2024)2024 / p. 1499-1510 https://doi.org/10.59490/imdc.2024.838

book article EST / book article ENG

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book article

Deep Learning Based Segmentation of Luria's Alternating Series Test to Support Diagnostics of Parkinson's DiseaseValla, Elli; Laur, Henry; Nõmm, Sven; Medijainen, Kadri; Taba, Pille; Toomela, Aaro2023 International Conference on Machine Learning and Applications (ICMLA)2023 / p. 1066-1071 : ill https://doi.org/10.1109/ICMLA58977.2023.00158

book article

Related publications 1

Leveraging artiﬁcial intelligence for microkinematic analysis of fine motor skills in Parkinson’s disease detection = Tehisintellekti rakendamine peenmotoorika mikrokinemaatilises analüüsis Parkinsoni tõve tuvastamiseks

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journal article

Deep magnitude management of clinical code embeddings to predict unplanned hospital readmissionsBignoumba, Nzamba; Bertl, Markus; Mellouli, Nedra; Ben Yahia, SadokResearch Square2024 / 32 p. : ill https://doi.org//10.21203/rs.3.rs-4705729/v1

journal article

Related publications 1

Predictive systems using machine learning tools to forecast adverse events during medical stays = Ennustavad süsteemid, mis kasutavad masinõppe vahendeid kõrvalekallete prognoosimiseks haiglas viibimise ajal

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book article

Deep reinforcement learning for automated tuning of cavity filtersSekhri, Even; Tamre, Mart; Kapoor, RajivProceedings of ieeeforum International Conference2019 / p. 53 http://www.digitalxplore.org/up_proc/pdf/408-154943387153.pdf

book article

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dissertation

Efficient Deep Learning Model Optimization for Resource Constrained Devices = Tõhus süvaõppe mudeli optimeerimine piiratud ressurssidega seadmete jaoksAdemola, Olutosin Ajibola2025 https://www.ester.ee/record=b5750529*est https://digikogu.taltech.ee/et/Item/183f6305-2924-4e30-a7cc-d06ac86581b8 https://doi.org/10.23658/taltech.37/2025

dissertation

Related publications 3

7

book article

Evaluating Explainable AI for Deep Learning-Based Network Intrusion Detection System Alert ClassificationKalakoti, Rajesh; Vaarandi, Risto; Bahsi, Hayretdin; Nõmm, SvenProceedings of the 11th International Conference on Information Systems Security and Privacy (ICISSP 2025). Vol. 12025 / p. 47-58 : ill https://doi.org//10.5220/0013180700003899

book article

Related publications 1

Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid

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journal article EST / journal article ENG

Evaluation of deep learning-based depression detection using medical claims dataBertl, Markus; Bignoumba, Nzamba; Ross, Peeter; Ben Yahia, Sadok; Draheim, DirkArtificial intelligence in medicine2024 / art. 102745, 16 p. : ill https://doi.org/10.1016/j.artmed.2023.102745 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

Related publications 1

Predictive systems using machine learning tools to forecast adverse events during medical stays = Ennustavad süsteemid, mis kasutavad masinõppe vahendeid kõrvalekallete prognoosimiseks haiglas viibimise ajal

9

journal article EST / journal article ENG

Explainable Artificial Intelligence (XAI) techniques for energy and power systems : review, challenges and opportunitiesMachlev, Ram; Heistrene, L.; Perl, M.; Levy, K. Y.; Belikov, Juri; Mannor, S.; Levron, YoashEnergy and AI2022 / 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

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dissertation

Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemidKalakoti, Rajesh2025 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

11

journal article

Federated Learning of Explainable AI(FedXAI) for deep learning-based intrusion detection in IoT networksKalakoti, Rajesh; Nõmm, Sven; Bahsi, HayretdinComputer networks2025 / art. 111479, 23 p. : ill https://doi.org/10.1016/j.comnet.2025.111479

journal article

Related publications 1

Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid

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book article

Improving transparency and explainability of deep learning based IoT botnet detection using explainable artificial intelligence (XAI)Kalakoti, Rajesh; Nõmm, Sven; Bahsi, Hayretdin22nd IEEE International Conference on Machine Learning and Applications : ICMLA 2023 : 15-17 December 2023, Jacksonville Riverfront, Florida : proceedings (2023)2023 / p. 595-601 https://doi.org/10.1109/ICMLA58977.2023.00088

book article

Related publications 1

Explainable artificial intelligence-based intrusion detection systems = Selgitaval tehisintellektil baseeruvad ründetuvastussüsteemid

13

book article EST / book article ENG

Instantaneous sea surface height prediction using satellite altimetry and deep learningRajabi-Kiasari, Saeed; Delpeche-Ellmann, Nicole Camille; Ellmann, ArtuLiving Planet Symposium (LPS25)2025 https://lps25.esa.int/

book article EST / book article ENG

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book article

Kuidas me alustasime rootsi keele süvaõppegaUdam, MaikiGustav Adolfi Gümnaasiumi koolilood : XX sajand2009 / lk. 261-263

book article

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dissertation

Microﬂuidic Droplet Detection, Classiﬁcation and Quality Assessment for Embedded Flow Cytometry Systems = Tilkade tuvastamine mikroﬂuidikas, nende klassiﬁtseerimine ja kvaliteedi hindamine sardsetes voolutsütomeetria süsteemidesAfrin, Fariha2025 https://www.ester.ee/record=b5758191*est https://digikogu.taltech.ee/et/Item/fa72df11-6487-4314-bd3d-5a7b1f5a263e https://doi.org/10.23658/taltech.57/2025

dissertation

Related publications 5

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newspaper article

Milline on tehisintellekti tegelik potentsiaal elektrisüsteemide rakendustes?digi.geenius.ee2022 Milline on tehisintellekti tegelik potentsiaal elektrisüsteemide rakendustes? https://doi.org/10.1016/j.egyai.2022.100169

newspaper article

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journal article EST / journal article ENG

A new efficient ALignment-driven Neural Network for mortality prediction from irregular multivariate time series data [Formula presented]Bignoumba, Nzamba; Mellouli, Nedra; Ben Yahia, SadokExpert systems with applications2024 / art. 122148 https://doi.org/10.1016/j.eswa.2023.122148 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

journal article EST / journal article ENG

Related publications 1

Predictive systems using machine learning tools to forecast adverse events during medical stays = Ennustavad süsteemid, mis kasutavad masinõppe vahendeid kõrvalekallete prognoosimiseks haiglas viibimise ajal

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book article

A novel real-time parametric tracking approach for robust microwave filter tuningSekhri, Even; Tamre, Mart; Kapoor, Rajiv; Kumar, Rahul, 1993-2023 IEEE International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings)2023 / 5 p. : ill https://doi.org/10.1109/AIBThings58340.2023.10292473

book article

Related publications 1