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Standardising Access to Digital Platform Data: A Taxonomy for Social Research
Standardising Access to Digital Platform Data: A Taxonomy for Social Research
Futoon Abushaqra, Damiano Spina, Amanda Lawrence, Daniel Angus, Robert Glasgow
Under review, Computational Communication Research, 2026.
ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting
ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting
Futoon Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
Published in Transactions on Machine Learning Research (03/2025)
SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series
SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series
Futoon Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
Published in Transactions on Machine Learning Research (07/2024)
PhD Thesis
PhD Thesis
Modelling Heterogeneous Time Series from Irregular Data Streams.
Modelling Heterogeneous Time Series from Irregular Data Streams.
Futoon Abushaqra
RMIT University (2024). Thesis. https://doi.org/10.25439/rmt.26506969
Full list of publications:
Full list of publications:
F. M. Abushaqra, D. Spina, A. Lawrence, & D. Angus. Standardising Access to Digital Platform Data: A Taxonomy for Social Research. Under review, Computational Communication Research, 2026.
F. M. Abushaqra, H. Xue, Y. Ren, & F. D. Salim. ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting. Transactions on Machine Learning Research, 2025.
F. M. Abushaqra, H. Xue, Y. Ren, & F. D. Salim. SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series. Transactions on Machine Learning Research, 2024.
Abu Shaqra, F., Duwairi, R., & Al-Ayyoub, M. A multi-modal deep learning system for Arabic emotion recognition. International Journal of Speech Technology, 26(1), 123-39, 2023.
Pathiyan Cherumanal, S., Tian, L., Abushaqra, F. M., Magnossão de Paula, A. F., Ji, K., Ali, H., ... & Spina, D. Walert: Putting conversational information seeking knowledge into action by building and evaluating a large language model-powered chatbot. CHIIR 2024, 401-405.
Abushaqra, F. M., Xue, H., Ren, Y., & Salim, F. D. PIETS: Parallelised irregularity encoders for forecasting with heterogeneous time-series. IEEE ICDM 2021, 976-981.
Duwairi, R., & Abushaqra, F. Syntactic- and morphology-based text augmentation framework for Arabic sentiment analysis. PeerJ Computer Science, 7, e469, 2021.
Shaqra, F. A., Duwairi, R., & Al-Ayyoub, M. Recognizing emotion from speech based on age and gender using hierarchical models. Procedia Computer Science, 151, 37-44, 2019.
Shaqra, F. A., Duwairi, R., & Al-Ayyoub, M. The audio-visual arabic dataset for natural emotions. IEEE FiCloud 2019, 324-329.
Najadat, H., & Abushaqra, F. Multimodal sentiment analysis of Arabic videos. Journal of Image and Graphics, 6(1), 39-43, 2018.
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