Actionable Interpretation of Machine Learning Models for Sequential Data: Dementia-related Agitation Use Case

10 September 2020

Papers citing "Actionable Interpretation of Machine Learning Models for Sequential Data: Dementia-related Agitation Use Case"

5 / 5 papers shown

Title
Time Aggregation and Model Interpretation for Deep Multivariate Longitudinal Patient Outcome Forecasting Systems in Chronic Ambulatory Care Beau Norgeot D. Lituiev B. Glicksberg A. Butte BDL AI4TS 21 4 0 30 Nov 2018
Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models Wojciech Samek Thomas Wiegand K. Müller XAI VLM 72 1,189 0 28 Aug 2017
On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products Kush R. Varshney H. Alemzadeh 113 224 0 05 Oct 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 115 1,245 0 19 Aug 2016
The Mythos of Model Interpretability Zachary Chase Lipton FaML 180 3,699 0 10 Jun 2016