Zahra Taghiyarrenani

15 papers B 1Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Contrastive Time Series Forecasting with Anomalies.
CoRR
Joel Ekstrand, Zahra Taghiyarrenani, Slawomir Nowaczyk
2025 J jnl
Intrusion Detection in Heterogeneous Networks with Domain-Adaptive Multi-Modal Learning.
CoRR
Mabin Umman Varghese, Zahra Taghiyarrenani
2025 J jnl
Weighted Contrastive Learning for Anomaly-Aware Time-Series Forecasting.
CoRR
Joel Ekstrand, Tor Mattsson, Zahra Taghiyarrenani, Slawomir Nowaczyk, Jens Lundström, Mikael Lindén
2024 — conf
Explainable Federated Learning by Incremental Decision Trees.
TempXAI@PKDD/ECML
Parisa Jamshidi, Slawomir Nowaczyk, Mahmoud Rahat, Zahra Taghiyarrenani
2024 — —
From Domain Adaptation to Federated Learning
Zahra Taghiyarrenani
2023 B conf
Data-Centric Perspective on Explainability Versus Performance Trade-Off.
IDA
Amirhossein Berenji, Slawomir Nowaczyk, Zahra Taghiyarrenani
2023 J jnl
Heterogeneous Federated Learning via Personalized Generative Networks.
CoRR
Zahra Taghiyarrenani, Abdallah Alabdallah, Slawomir Nowaczyk, Sepideh Pashami
2023 J jnl
Multi-domain adaptation for regression under conditional distribution shift.
Expert Syst. Appl.
Zahra Taghiyarrenani, Slawomir Nowaczyk, Sepideh Pashami, Mohamed-Rafik Bouguelia
2023 — conf
Towards Explainable Deep Domain Adaptation.
ECAI Workshops (1)
Szymon Bobek, Slawomir Nowaczyk, Sepideh Pashami, Zahra Taghiyarrenani, Grzegorz J. Nalepa
2023 — conf
Why Industry 5.0 Needs XAI 2.0?
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Szymon Bobek, Slawomir Nowaczyk, João Gama, Sepideh Pashami, Rita P. Ribeiro, Zahra Taghiyarrenani, Bruno Veloso, Lala H. Rajaoarisoa, Maciej Szelazek, Grzegorz J. Nalepa
2022 — conf
Domain Adaptation with Maximum Margin Criterion with Application to Network Traffic Classification.
PKDD/ECML Workshops (2)
Zahra Taghiyarrenani, Hamed Farsi
2022 J jnl
ITL-IDS: Incremental Transfer Learning for Intrusion Detection Systems.
Knowl. Based Syst.
Ehsan Mahdavi, Ali Fanian, Abdolreza Mirzaei, Zahra Taghiyarrenani
2022 — conf
Towards Geometry-Preserving Domain Adaptation for Fault Identification.
PKDD/ECML Workshops (2)
Zahra Taghiyarrenani, Slawomir Nowaczyk, Sepideh Pashami, Mohamed-Rafik Bouguelia
2022 — conf
curr2vib: Modality Embedding Translation for Broken-Rotor Bar Detection.
PKDD/ECML Workshops (2)
Amirhossein Berenji, Zahra Taghiyarrenani, Slawomir Nowaczyk
2019 J jnl
A novel online state-based anomaly detection system for process control networks.
Int. J. Crit. Infrastructure Prot.
Hamed Farsi, Ali Fanian, Zahra Taghiyarrenani