time series

00 Blog Kobialka Root Cause Analyse 1 - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Error analysis in production processes with an AI-based root cause analysis

26. January 2022

It is more interesting for companies to understand why a specific error has occurred than to predict errors. An AI-based root cause analysis is used to find clues to the causes of errors in large amounts of data....

00 Blog Jakobs Zeitreihenvorhersage - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Research

Which model should I choose? Explainable model selection for time series prediction

06. October 2021

Selecting the model that can best solve a given problem from a set of models is often an untransparent process. For time series prediction, we present an explainable procedure for model selection. ...