35 citations · 36 across the 3 of their papers we have counts for
3 papers
Developing Hybrid Machine Learning Models to Assign Health Score to Railcar Fleets for Optimal Decision Making
Mahyar Ejlali, Ebrahim Arian, Sajjad Taghiyeh +4
A large amount of data is generated during the operation of a railcar fleet, which can easily lead to dimensional disaster and reduce the resiliency of the railcar network. To solv…
Loss Rate Forecasting Framework Based on Macroeconomic Changes: Application to US Credit Card Industry
Sajjad Taghiyeh, David C Lengacher, Robert B Handfield
A major part of the balance sheets of the largest US banks consists of credit card portfolios. Hence, managing the charge-off rates is a vital task for the profitability of the cre…
A Multi-Phase Approach for Product Hierarchy Forecasting in Supply Chain Management: Application to MonarchFx Inc
Sajjad Taghiyeh, David C Lengacher, Amir Hossein Sadeghi +2
Hierarchical time series demands exist in many industries and are often associated with the product, time frame, or geographic aggregations. Traditionally, these hierarchies have b…