XTab-CDS: A Lightweight Framework for Explainable Clinical Decision Support on Tabular Data
Adelia Manafov, A. Mozharov, Khawla Elhadri et al.
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Aug 2026
Software Frameworks for Explainable AI in Time Series Classification: A Systematic Review
Time series arise in a wide range of application domains and are analyzed using machine learning in decision-critical settings. Time series classification (TSC) is one of the most widely studied and relevant tasks. In this context, ensuring the transparency and trustworthiness of TSC models has become an important requ...
Louis Peter, Nils Gumpfer, Jana Fischer et al.
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