Amir Hossein Sadeghi
College of Engineering
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Works (7)
Updated: July 31st, 2024 05:05
2024 journal article
Developing hybrid machine learning models to assign health score to railcar fleets for optimal decision making
EXPERT SYSTEMS WITH APPLICATIONS, 250.
author keywords: Expert system; Predictive maintenance; Railcar maintenance; Machine learning; Maintenance health score
open access via arxiv.org (repository)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
13. Climate Action
(OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: April 15, 2024
2024 journal article
Exploring Opioid Prescription Patterns and Overdose Rates in South Carolina (2017-2021): Insights into Rising Deaths in High-Risk Areas
HEALTHCARE, 12(13).
author keywords: drug supply chain; opioid crisis; opioid policy analysis; prescription drug monitoring program
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 1, 2024
2023 journal article
A Mixed-Integer Linear Formulation for a Dynamic Modified Stochastic p-Median Problem in a Competitive Supply Chain Network Design
LOGISTICS-BASEL, 7(1).
author keywords: p-median problem; supply chain network design; dynamic allocation; robust optimization; lagrangian relaxation
Sources: Web Of Science, ORCID, NC State University Libraries
Added: March 3, 2023
2023 article
Dynamic capacitated facility location problem in mobile renewable energy charging stations under sustainability consideration
Ala, A., Deveci, M., Bani, E. A., & Sadeghi, A. H. (2024, January). SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, Vol. 41.
author keywords: Renewable energy; Stochastic programming; Optimization algorithm; Reinforcement learning; Facility location; Sustainability
Source: Web Of Science
Added: March 4, 2024
2023 journal article
Grey Wolf Optimizer and Whale Optimization Algorithm for Stochastic Inventory Management of Reusable Products in a Two-Level Supply Chain
IEEE ACCESS, 11, 40278–40297.
author keywords: Supply chains; Inventory management; Uncertainty; Stochastic processes; Metaheuristics; Whale optimization algorithms; Programming; Reuse and recovery; chance-constrained programming; grey wolf optimizer; whale optimization algorithm; Taguchi method
TL;DR:
The analysis of the results shows a significant difference between the algorithms, and GWO has a better performance for solving the presented problem, and both algorithms perform well in searching the solution space, where the GWO and WOA differences with the optimal solution of the SQP algorithm are negligible.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
12. Responsible Consumption and Production
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: May 22, 2023
2023 article
Improving smart deals system to secure human-centric consumer applications: Internet of things and Markov logic network approaches
Ala, A., Sadeghi, A. H., Deveci, M., & Pamucar, D. (2023, December 12). ELECTRONIC COMMERCE RESEARCH.
author keywords: Smart deals system; Markov logic; Internet of Things; Human-centric application; Smart shopping; Consumer satisfaction
TL;DR:
A smart deals system (SDS) is determined, the improved machine learning algorithms to meet performance are considered, and secure human-centric consumer applications are developed to render the system workable.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science)
12. Responsible Consumption and Production
(Web of Science)
Source: Web Of Science
Added: January 2, 2024
2023 journal article
The Impact of Opioid Prescribing Limits on Drug Usage in South Carolina: A Novel Geospatial and Time Series Data Analysis
HEALTHCARE, 11(8).
author keywords: prescription drug abuse; policy analysis; interrupted time series; spatiotemporal classification; ARIMAX; pharmaceutical supply chain
TL;DR:
While South Carolina's prescription limit law effectively reduced opioid prescription volumes overall, an unintended consequence was observed as prescription volume increased in areas where prescribers were located at far distances from patients, highlighting the limitations of state-level policies on doctors.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: May 22, 2023
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