Search Results for author: Olov Holmer

Found 3 papers, 0 papers with code

Usage-Specific Survival Modeling Based on Operational Data and Neural Networks

no code implementations27 Mar 2024 Olov Holmer, Mattias Krysander, Erik Frisk

The results also show that randomly resampling the dataset on each epoch is an effective way to reduce the size of the training data.

Neural Network-Based Piecewise Survival Models

no code implementations27 Mar 2024 Olov Holmer, Erik Frisk, Mattias Krysander

In this paper, a family of neural network-based survival models is presented.

Energy-Based Survival Models for Predictive Maintenance

no code implementations1 Feb 2023 Olov Holmer, Erik Frisk, Mattias Krysander

Due to the complex behavior of system degradation, data-driven methods are often preferred, and neural network-based methods have been shown to perform particularly very well.

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