Marcos Gonçalves Perroni
Biographic Data
| ID | 8582170 |
|---|---|
| NAME | Marcos Gonçalves Perroni |
| GIVEN NAMES | Marcos Gonçalves |
| FAMILY NAME | Perroni |
| SIGNATURE | PERRONI M G |
| AFFILIATIONS | Pontifícia Universidade Católica do Paraná |
| ORCID | 0000-0003-1702-8176 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Integrating Relative Efficiency Models with Machine Learning Algorithms for Performance Prediction
Predicting operational performance enables organizations to develop operational effectiveness goals considering different combinations of resources. Measuring performance is consolidated with advances in relative efficiency analysis techniques, including data envelopment analysis (DEA) and stochastic frontier analysis (SFA), albeit these methods lack predictive capability. This paper proposes an approach for performance prediction by integrating …
No prominent works on this page.
Integrating Relative Efficiency Models with Machine Learning Algorithms for Performance Prediction
Predicting operational performance enables organizations to develop operational effectiveness goals considering different combinations of resources. Measuring performance is consolidated with advances in relative efficiency analysis techniques, including data envelopment analysis (DEA) and stochastic frontier analysis (SFA), albeit these methods lack predictive capability. This paper proposes an approach for performance prediction by integrating …
Algorithm (1 work) · Artificial Intelligence (1 work) · Computer Science (1 work) · Efficiency Analysis Using DEA (1 work) · Energy Efficiency and Management (1 work) · Forecasting Techniques and Applications (1 work) · Machine learning (1 work)