Research Area
#Computer science#Artificial intelligence#Machine learning#Reinforcement learning#Interpretability#Medicine#Health care#Markov decision process#MEDLINE#Inference
SCIE paper information
Papers relevant to ‘Artificial intelligence’: 11
Research performance of SCIE papers matching with ‘Artificial intelligence’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
A Bayesian framework for learning rule sets for interpretable classification
2017/01 JOURNAL OF MACHINE LEARNING RESEARCH 2.281 Impact Factor 139 citations
Guidelines for reinforcement learning in healthcare
2019/01 NATURE MEDICINE 36.13 Impact Factor 126 citations
Papers for author ‘Finale Doshi-Velez’: 24
Number of published SCIE papers by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Comorbidity Clusters in Autism Spectrum Disorders: An Electronic Health Record Time-Series Analysis
2014/01 PEDIATRICS 5.473 Impact Factor 325 citations
Do no harm: a roadmap for responsible machine learning for health care.
2019/01 NATURE MEDICINE 36.13 Impact Factor 142 citations
conference information
Papers relevant to ‘Artificial intelligence’: 20
Research performance of Top-tier Conference matching with ‘Artificial intelligence’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients.
2017/11 AAAI Top-tier Conference 243 citations
Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations.
2017/08 IJCAI Top-tier Conference 227 citations
Papers for author ‘Finale Doshi-Velez’: 25
Number of published Top-tier Conference by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients.
2017/11 AAAI Top-tier Conference 243 citations
Unfolding physiological state: mortality modelling in intensive care units
2014/08 KDD Top-tier Conference 231 citations
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