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L. A. Jimenez-Roa

3 papers hereh-index 599 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.NE1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

most citedMaintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning

6 citations · 7 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2024★ 6 cited

Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning

Lisandro A. Jimenez-Roa, Thiago D. Simão, Zaharah Bukhsh +4

Large-scale infrastructure systems are crucial for societal welfare, and their effective management requires strategic forecasting and intervention methods that account for various…

stat.ME2024

Comparing Homogeneous And Inhomogeneous Time Markov Chains For Modelling Degradation In Sewer Pipe Networks

Lisandro A. Jimenez-Roa, Tiedo Tinga, Tom Heskes +1

Sewer pipe systems are essential for social and economic welfare. Managing these systems requires robust predictive models for degradation behaviour. This study focuses on probabil…

cs.NE2022★ 1 cited

Automatic inference of fault tree models via multi-objective evolutionary algorithms

Lisandro A. Jimenez-Roa, Tom Heskes, Tiedo Tinga +1

Fault tree analysis is a well-known technique in reliability engineering and risk assessment, which supports decision-making processes and the management of complex systems. Tradit…

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