Doktorsavhandling, sammanläggning

Doctoral thesis, comprehensive summary

• From Domain Adaptation to Federated Learning

  (2024) Se post i DIVALäs fulltextView record in DiVARead full textDoktorsavhandling, sammanläggningDoctoral thesis, comprehensive summary

Artikel i tidskrift

Article in journal

• Fault identification with limited labeled data

  (2024) PublishedSe post i DIVAView record in DiVAArtikel i tidskriftArticle in journal

• Multi-Domain Adaptation for Regression under Conditional Distribution Shift

  (2023) PublishedSe post i DIVALäs fulltextView record in DiVARead full textArtikel i tidskriftArticle in journal

• ITL-IDS : Incremental Transfer Learning for Intrusion Detection Systems

  (2022) PublishedSe post i DIVAView record in DiVAArtikel i tidskriftArticle in journal

Konferensbidrag

Conference paper

• Explainable Federated Learning by Incremental Decision Trees

  (2024) Se post i DIVAView record in DiVAKonferensbidragConference paper

• Towards Explainable Deep Domain Adaptation

  (2024) Se post i DIVALäs fulltextView record in DiVARead full textKonferensbidragConference paper

• curr2vib : Modality Embedding Translation for Broken-Rotor Bar Detection

  (2023) Se post i DIVALäs fulltextView record in DiVARead full textKonferensbidragConference paper

• Data-Centric Perspective on Explainability Versus Performance Trade-Off

  (2023) Se post i DIVALäs fulltextView record in DiVARead full textKonferensbidragConference paper

• Domain Adaptation with Maximum Margin Criterion with application to network traffic classification

  (2023) Se post i DIVAView record in DiVAKonferensbidragConference paper

• Analysis of Statistical Data Heterogeneity in Federated Fault Identification

  (2023) Se post i DIVALäs fulltextView record in DiVARead full textKonferensbidragConference paper

• An Analysis of Vibrations and Currents for Broken Rotor Bar Detection in Three-phase Induction Motors

  (2022) Se post i DIVALäs fulltextView record in DiVARead full textKonferensbidragConference paper

• Noise-robust representation for fault identification with limited data via data augmentation

  (2022) Se post i DIVALäs fulltextView record in DiVARead full textKonferensbidragConference paper

• Towards Geometry-Preserving Domain Adaptation for Fault Identification

  (2022) Se post i DIVALäs fulltextView record in DiVARead full textKonferensbidragConference paper

Licentiatavhandling, sammanläggning

Licentiate thesis, comprehensive summary

• Learning from Multiple Domains

  (2022) Se post i DIVALäs fulltextView record in DiVARead full textLicentiatavhandling, sammanläggningLicentiate thesis, comprehensive summary

Manuskript (preprint)

Manuscript (preprint)

• Adversarial Contrastive Semi-Supervised Domain Adaptation

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• Facilitating Semi-Supervised Domain Adaptation through Few-shot and Self-supervised Learning

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• Heterogeneous Federated Learning via Personalized Generative Networks

  () Se post i DIVALäs fulltextView record in DiVARead full textManuskript (preprint)Manuscript (preprint)