Zahra Taghiyarrenani

15 papers B 1Journal 7Unranked 6

Year	Rank	Type	Title / 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