A novel online state-based anomaly detection system for process control networks. - Hamed Farsi; Ali Fanian; Zahra Taghiyarrenani (Int. J. Crit. Infrastructure Prot., 2019)

curr2vib: Modality Embedding Translation for Broken-Rotor Bar Detection. - Amirhossein Berenji; Zahra Taghiyarrenani; Slawomir Nowaczyk (PKDD/ECML Workshops (2), 2022)

Domain Adaptation with Maximum Margin Criterion with Application to Network Traffic Classification. - Zahra Taghiyarrenani; Hamed Farsi (PKDD/ECML Workshops (2), 2022)

Towards Geometry-Preserving Domain Adaptation for Fault Identification. - Zahra Taghiyarrenani; Slawomir Nowaczyk; Sepideh Pashami; Mohamed-Rafik Bouguelia (PKDD/ECML Workshops (2), 2022)

ITL-IDS: Incremental Transfer Learning for Intrusion Detection Systems. - Ehsan Mahdavi; Ali Fanian; Abdolreza Mirzaei; Zahra Taghiyarrenani (Knowl. Based Syst., 2022)

Towards Explainable Deep Domain Adaptation. - Szymon Bobek; Slawomir Nowaczyk; Sepideh Pashami; Zahra Taghiyarrenani; Grzegorz J. Nalepa (ECAI Workshops (1), 2023)

Data-Centric Perspective on Explainability Versus Performance Trade-Off. - Amirhossein Berenji; Slawomir Nowaczyk; Zahra Taghiyarrenani (IDA, 2023)

Why Industry 5.0 Needs XAI 2.0? - Szymon Bobek; Slawomir Nowaczyk; João Gama 001; Sepideh Pashami; Rita P. Ribeiro; Zahra Taghiyarrenani; Bruno Veloso; Lala H. Rajaoarisoa; Maciej Szelazek; Grzegorz J. Nalepa (xAI (Late-breaking Work, Demos, Doctoral Consortium), 2023)

Heterogeneous Federated Learning via Personalized Generative Networks. - Zahra Taghiyarrenani; Abdallah Alabdallah; Slawomir Nowaczyk; Sepideh Pashami (CoRR, 2023)

Multi-domain adaptation for regression under conditional distribution shift. - Zahra Taghiyarrenani; Slawomir Nowaczyk; Sepideh Pashami; Mohamed-Rafik Bouguelia (Expert Syst. Appl., 2023)

Explainable Federated Learning by Incremental Decision Trees. - Parisa Jamshidi; Slawomir Nowaczyk; Mahmoud Rahat; Zahra Taghiyarrenani (TempXAI@PKDD/ECML, 2024)

From Domain Adaptation to Federated Learning - Zahra Taghiyarrenani (2024)

Intrusion Detection in Heterogeneous Networks with Domain-Adaptive Multi-Modal Learning. - Mabin Umman Varghese; Zahra Taghiyarrenani (CoRR, 2025)