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researcher

T. Tinga

9 papers hereh-index 302.9k citations168 works total

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

author position
  • middle author4
  • last author5

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI1
  • cs.NE1
  • cs.SE1
  • stat.AP1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedMaintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning

6 citations · 8 across the 9 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.AI2024

A maturity framework for data driven maintenance

Chris Rijsdijk, Mike van de Wijnckel, Tiedo Tinga

Maintenance decisions range from the simple detection of faults to ultimately predicting future failures and solving the problem. These traditionally human decisions are nowadays i…

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…

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