Multivariate Time Series Analysis: An Interpretable CNN-based Model. - Raneen Younis; Sergej Zerr; Zahra Ahmadi (DSAA, 2022)

FLY-SMOTE: Re-Balancing the Non-IID IoT Edge Devices Data in Federated Learning System. - Raneen Younis; Marco Fisichella (IEEE Access, 2022)

FLAMES2Graph: An Interpretable Federated Multivariate Time Series Classification Framework. - Raneen Younis; Zahra Ahmadi; Abdul Hakmeh; Marco Fisichella (KDD, 2023)

HyperTime: A Dynamic Hypergraph Approach for Time Series Classification. - Raneen Younis; Zahra Ahmadi (ICDM, 2024)

MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs. - Raneen Younis; Abdul Hakmeh; Zahra Ahmadi (Pattern Recognit., 2024)