Interpretable confidence measures for decision support systems

Interpretable regression trees using conformal prediction

(2018) Ulf Johansson et al.   EXPERT SYSTEMS WITH APPLICATIONS

Unintended Consequences of Machine Learning in Medicine

(2017) Federico Cabitza et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Mobile App-Based Interventions to Support Diabetes Self-Management: A Systematic Review of Randomized Controlled Trials to Identify Functions Associated with Glycemic Efficacy

(2017) Yuan Wu et al.   JMIR mHealth and uHealth

Interpretable deep neural networks for single-trial EEG classification

(2016) Irene Sturm et al.   JOURNAL OF NEUROSCIENCE METHODS

Enhancing accuracy and interpretability of ensemble strategies in credit risk assessment. A correlated-adjusted decision forest proposal

(2015) Raquel Florez-Lopez et al.   EXPERT SYSTEMS WITH APPLICATIONS

Machine learning applications in genetics and genomics

(2015) Maxwell W. Libbrecht et al.   NATURE REVIEWS GENETICS

Trust in Automation

(2013) Robert R. Hoffman et al.   IEEE INTELLIGENT SYSTEMS

Confidence in predictions from random tree ensembles

(2013) Siddhartha Bhattacharyya   KNOWLEDGE AND INFORMATION SYSTEMS