Zahra Taghiyarrenani

According to our database, Zahra Taghiyarrenani authored at least 11 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Explainable Federated Learning by Incremental Decision Trees.

Parisa Jamshidi, Slawomir Nowaczyk, Mahmoud Rahat, Zahra Taghiyarrenani

Proceedings of the Workshop on Explainable AI for Time Series and Data Streams (TempXAI 2024) co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), 2024

2023

Multi-domain adaptation for regression under conditional distribution shift.

Zahra Taghiyarrenani, Slawomir Nowaczyk, Sepideh Pashami, Mohamed-Rafik Bouguelia

Expert Syst. Appl., August, 2023

Heterogeneous Federated Learning via Personalized Generative Networks.

Zahra Taghiyarrenani, Abdallah Alabdallah, Slawomir Nowaczyk, Sepideh Pashami

CoRR, 2023

Why Industry 5.0 Needs XAI 2.0?

Szymon Bobek, Slawomir Nowaczyk, João Gama, Sepideh Pashami, Rita P. Ribeiro, Zahra Taghiyarrenani, Bruno Veloso, Lala H. Rajaoarisoa, Maciej Szelazek, Grzegorz J. Nalepa

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

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

Amirhossein Berenji, Slawomir Nowaczyk, Zahra Taghiyarrenani

Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

Towards Explainable Deep Domain Adaptation.

Szymon Bobek, Slawomir Nowaczyk, Sepideh Pashami, Zahra Taghiyarrenani, Grzegorz J. Nalepa

Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023

2022

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

Ehsan Mahdavi, Ali Fanian, Abdolreza Mirzaei, Zahra Taghiyarrenani

Knowl. Based Syst., 2022

Towards Geometry-Preserving Domain Adaptation for Fault Identification.

Zahra Taghiyarrenani, Slawomir Nowaczyk, Sepideh Pashami, Mohamed-Rafik Bouguelia

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Domain Adaptation with Maximum Margin Criterion with Application to Network Traffic Classification.

Zahra Taghiyarrenani, Hamed Farsi

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

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

Amirhossein Berenji, Zahra Taghiyarrenani, Slawomir Nowaczyk

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

2019

A novel online state-based anomaly detection system for process control networks.

Hamed Farsi, Ali Fanian, Zahra Taghiyarrenani

Int. J. Crit. Infrastructure Prot., 2019