A predictive analytics approach to reducing 30-day avoidable readmissions among patients with heart failure, acute myocardial infarction, pneumonia, or COPD I Shams, S Ajorlou, K Yang Health care management science 18, 19-34, 2015 | 150 | 2015 |
Artificial bee colony algorithm for CONWIP production control system in a multi-product multi-machine manufacturing environment S Ajorlou, I Shams Journal of Intelligent Manufacturing 24, 1145-1156, 2013 | 48 | 2013 |
Optimization of a multiproduct conwip-based manufacturing system using artificial bee colony approach S Ajorlou, I Shams, MG Aryanezhad World Congress on Engineering 2012. July 4-6, 2012. London, UK. 2189, 1385-1388, 2010 | 25 | 2010 |
An analytics approach to designing patient centered medical homes S Ajorlou, I Shams, K Yang Health care management science 18, 3-18, 2015 | 23 | 2015 |
Modeling clustered non-stationary Poisson processes for stochastic simulation inputs I Shams, S Ajorlou, K Yang Computers & Industrial Engineering 64 (4), 1074-1083, 2013 | 12 | 2013 |
A predictive analytics approach to reducing avoidable hospital readmission I Shams, S Ajorlou, K Yang arXiv preprint arXiv:1402.5991, 2014 | 7 | 2014 |
Analysis of nonhomogeneous input data using likelihood ratio test I Shams, K Shahanaghi 2009 IEEE International Conference on Industrial Engineering and Engineering …, 2009 | 7 | 2009 |
A genetic algorithm approach for multi-product multi-machine CONWIP production system S Ajorlou, I Shams, MG Aryanezhad Applied Mechanics and Materials 110, 3624-3630, 2012 | 5 | 2012 |
A Patient Readmission Risk Prediction Model I Shams, S Ajorlou, K Yang IIE Annual Conference. Proceedings, 1757, 2013 | 3 | 2013 |
Bayesian component selection in multi-response hierarchical structured additive models with an application to clinical workload prediction in patient-centered medical homes I Shams, S Ajorlou, K Yang IIE Transactions 47 (9), 943-960, 2015 | 2 | 2015 |
Predicting patient risk of readmission with frailty models in the Department of Veteran Affairs S Ajorlou, I Shams, K Yang arXiv preprint arXiv:1403.1210, 2014 | 2 | 2014 |
A fast clustering algorithm for mining social network data S Ajorlou, I Shams, K Yang Lecture Notes in Engineering and Computer Science: Proceedings of The World …, 2014 | 2 | 2014 |
Estimating Multiple Step Shifts in a Gaussian Process Mean with an Application to Phase I Control Chart Analysis I Shams, S Ajorlou, K Yang arXiv preprint arXiv:1403.0668, 2014 | 2 | 2014 |
A multivariate hierarchical Bayesian framework for healthcare predictions with application to medical home study in the Department of Veteran Affairs I Shams, S Ajorlou, K Yang arXiv preprint arXiv:1403.0674, 2014 | 1 | 2014 |
On modeling nonhomogeneous Poisson process for stochastic simulation input analysis I Shams, S Ajorlou, K Yang arXiv preprint arXiv: 1402.7112, 2014 | 1 | 2014 |
Record linkage, a part of data cleaning, is recognized as one of most expensive steps in data warehousing. Most record linkage (RL) systems employ a strategy of using blocking … S Ajorlou, I Shams, K Yang Health Care Management Science 18 (1), 93-105, 2015 | | 2015 |
Predicting patient risk of readmission with frailty models in the Department of Veteran Affairs I Shams, S Ajorlou, K Yang 2014 IEEE International Conference on Automation Science and Engineering …, 2014 | | 2014 |
An analytics appraoch to reducing hospital readmission I Shams Wayne State University, 2014 | | 2014 |
Principles of Statistical Quality Control I Shams, S Ajorlou | | 2010 |