Predicting pediatric clinic no-shows: a decision analytic framework using elastic net and Bayesian belief network
type: Item
instance of: scholarly article
title: Predicting pediatric clinic no-shows: a decision analytic framework using elastic net and Bayesian belief network
zbMATH Open document ID: 1462.62690
author: Kazim Topuz
author: Hasmet Uner
author: Asil Oztekin
author: Mehmet Bayram Yildirim
published in: Annals of Operations Research
publication date: 2018-06-12T00:00:00Z
Mathematics Subject Classification ID: 62P10
Mathematics Subject Classification ID: 62C10
Mathematics Subject Classification ID: 90B35
zbMATH DE Number: 6886416
zbMATH Keywords: no-show prediction
zbMATH Keywords: elastic net
zbMATH Keywords: Bayesian belief networks
zbMATH Keywords: healthcare analytics
zbMATH Keywords: decision analytic framework
zbMATH Keywords: scheduling system
describes a project that uses: glmnet
describes a project that uses: Hailfinder
MaRDI profile type: Publication
full work available at URL: s10479-017-2489-0
OpenAlex ID: W2604207036
cites work: An estimation of distribution algorithm for nurse scheduling
cites work: Regularization and Variable Selection Via the Elastic Net
cites work: Q3093225
cites work: Approximating discrete probability distributions with dependence trees
cites work: A new heuristic for learning Bayesian networks from limited datasets: a real-time recommendation system application with RFID systems in grocery stores
cites work: The Bayesian Lasso
cites work: On the optimality of the simple Bayesian classifier under zero-one loss
cites work: Bayesian network classifiers
cites work: Being Bayesian about network structure. A Bayesian approach to structure discovery in Bayesian networks
cites work: A hybrid data mining/simulation approach for modelling outpatient no-shows in clinic scheduling
cites work: A machine learning approach to algorithm selection for \(\mathcal{NP}\)-hard optimization problems: a case study on the MPE problem
cites work: Q4485852
cites work: Q3655273
cites work: Multi-level hierarchic Markov processes as a framework for herd management support
cites work: Advanced Data Mining Techniques
cites work: Causal inference in statistics: an overview
cites work: 10.1162/153244303322753715
cites work: Efficient computer experiment-based optimization through variable selection
cites work: Using Bayesian networks for bankruptcy prediction: some methodological issues
cites work: Q4864293
DOI: 10.1007/S10479-017-2489-0
description: scientific article; zbMATH DE number 6886416