Search Results for author: Ebrahim Arian

Found 2 papers, 0 papers with code

Developing Hybrid Machine Learning Models to Assign Health Score to Railcar Fleets for Optimal Decision Making

no code implementations21 Jan 2023 Mahyar Ejlali, Ebrahim Arian, Sajjad Taghiyeh, Kristina Chambers, Amir Hossein Sadeghi, Demet Cakdi, Robert B Handfield

To solve these issues and offer predictive maintenance, this research introduces a hybrid fault diagnosis expert system method that combines density-based spatial clustering of applications with noise (DBSCAN) and principal component analysis (PCA).

Decision Making

Risk-Averse Explore-Then-Commit Algorithms for Finite-Time Bandits

no code implementations30 Apr 2019 Ali Yekkehkhany, Ebrahim Arian, Mohammad Hajiesmaili, Rakesh Nagi

In this paper, we study multi-armed bandit problems in explore-then-commit setting.

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