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Amin Nayebi

  1. WindowSHAP: An Efficient Framework for Explaining Time-series Classifiers based on Shapley Values
    2022/11/11 by Amin Nayebi, Sindhu Tipirneni, Nayebi, Amin +7 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
  2. A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to TBI Phenotyping
    2023/02/27 by Hamid Ghaderi, Ghaderi, Hamid, Brandon Foreman +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare