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I am a postdoctoral researcher specializing in time series analysis, with a focus on deep learning methods. My work applies these techniques to human motion data, including activity recognition and rehabilitation assessment.
For more details, visit my website: https://hadifawaz1999.github.io/
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Look into the LITE in deep learning for time series classificationInternational Journal of Data Science and Analytics, 2025, pp.1--21. ⟨10.1007/s41060-024-00708-5⟩
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hal-04933061
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Weighted Average of Human Motion Sequences for Improving Rehabilitation AssessmentECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2024, Vilnius, Lithuania. pp.131 - 146, ⟨10.1007/978-3-031-77066-1_8⟩
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hal-04949058
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A Supervised Variational Auto-encoder for Human Motion Generation Using Convolutional Neural NetworksInternational Conference on Pattern Recognition and Artificial Intelligence (ICPRAI), Jul 2024, Jeju Island, South Korea. pp.166 - 181, ⟨10.1007/978-981-97-8705-0_11⟩
Communication dans un congrès
hal-04946867
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Finding Foundation Models for Time Series Classification with a PreText TaskPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) - International Workshop on Temporal Analytics, May 2024, Taipei, Taiwan. pp.123 - 135, ⟨10.1007/978-981-97-2650-9_10⟩
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hal-04946870
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Apprentissage en Profondeur pour la Classification des Séries Temporelles à l'aide de Nouveaux Filtres de Convolution Créés ManuellementORASIS 2023, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France
Communication dans un congrès
hal-04219450
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LITE: Light Inception with boosTing tEchniques for Time Series Classification2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2023, Thessaloniki, France. pp.1-10, ⟨10.1109/dsaa60987.2023.10302569⟩
Communication dans un congrès
hal-04535657
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Enhancing Time Series Classification with Self-Supervised LearningInternational Conference on Agents and Artificial Intelligence (ICAART), Feb 2023, Lisbon, France. pp.40-47, ⟨10.5220/0011611300003393⟩
Communication dans un congrès
hal-04143083
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Deep Learning For Time Series Classification Using New Hand-Crafted Convolution FiltersIEEE International Conference on Big Data (Big Data), Dec 2022, Osaka, Japan. pp.972-981, ⟨10.1109/bigdata55660.2022.10020496⟩
Communication dans un congrès
hal-04143093
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