69 citations · 136 across the 2 of their papers we have counts for
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cs.LG2021★ 69 cited
Statistical learning for accurate and interpretable battery lifetime prediction
Peter M. Attia, Kristen A. Severson, Jeremy D. Witmer
Data-driven methods for battery lifetime prediction are attracting increasing attention for applications in which the degradation mechanisms are poorly understood and suitable trai…
cs.LG2019★ 67 cited
DPVis: Visual Analytics with Hidden Markov Models for Disease Progression Pathways
Bum Chul Kwon, Vibha Anand, Kristen A Severson +5
Clinical researchers use disease progression models to understand patient status and characterize progression patterns from longitudinal health records. One approach for disease pr…