Safa Alsaidi PhD student | Email: safa.alsaidi@inria.fr Office address: PariSanté Campus, 2-10 rue d’Oradour-sur-Glane, 75015 Paris Webpage: LinkedIn Bio: My topic is on “Patient representation learning for analogical reasoning in healthcare”. |
Research projects
Publications
2022
Conference papers
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- Safa Alsaidi, Miguel Couceiro, Esteban Marquer, Sophie Quennelle, Anita Burgun, et al.. An analogy based framework for patient-stay identification in healthcare. ATA@ICCBR 2022 – Workshop Analogies: from Theory to Applications, Sep 2022, Nancy, France. ⟨hal-03763772⟩
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- Esteban Marquer, Safa Alsaidi, Amandine Decker, Pierre-Alexandre Murena, Miguel Couceiro. A Deep Learning Approach to Solving Morphological Analogies. 30th International Conference on Case-Based Reasoning (ICCBR2022), Sep 2022, Nancy, France. pp.159–174, ⟨10.1007/978-3-031-14923-8_11⟩. ⟨hal-03660625⟩
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- Safa Alsaidi, Miguel Couceiro, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, et al.. Exploring Analogical Inference in Healthcare. IARML@IJCAI-ECAI’2022: Workshop on the Interactions between Analogical Reasoning and Machine Learning, at IJCAI-ECAI’2022, Jul 2022, Vienna, Austria. ⟨hal-03955354⟩
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2021
Conference papers
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- Safa Alsaidi, Amandine Decker, Puthineath Lay, Esteban Marquer, Pierre-Alexandre Murena, et al.. A Neural Approach for Detecting Morphological Analogies. DSAA 2021 – 8th IEEE International Conference on Data Science and Advanced Analytics, Oct 2021, Porto/Online, Portugal. pp.1-10. ⟨hal-03313556⟩
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- Safa Alsaidi, Amandine Decker, Puthineath Lay, Esteban Marquer, Pierre-Alexandre Murena, et al.. On the Transferability of Neural Models of Morphological Analogies. AIMLAI 2021 – workshop on Advances in Interpretable Machine Learning and Artificial Intelligence, Sep 2021, Bilbao/Virtual, Spain. pp.76-89. ⟨hal-03313591⟩
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Poster communications
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- Safa Alsaidi, Amandine Decker, Puthineath Lay, Esteban Marquer, Pierre-Alexandre Murena, et al.. A Neural Approach for Detecting Morphological Analogies. IEEE DSAA 2021 – The 8th IEEE International Conference on Data Science and Advanced Analytics, Oct 2021, Porto / Online, Portugal. , IEEE DSAA 2021. ⟨hal-03328841⟩
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Preprints, Working Papers, …
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- Safa Alsaidi, Amandine Decker, Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro. Tackling Morphological Analogies Using Deep Learning — Extended Version. 2021. ⟨hal-03425776⟩
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