New postFive Anchors: How to keep enterprise AI projects from drifting away from their goals
Avatar of Marius Golombeck

Marius Golombeck

Munich, Germany

Convincing enterprises that AI can do a thing, then actually building it (also known as enterprise architect). Former Porsche Formula E sim works driver, founder and manager of the Porsche Esports team. 2x Le Mans 24h Virtual winner. Taking food far too seriously, music nerd who plays bass (badly) and recent golf addict.

XGoogle Scholar ResearchGate ORCID
  • Blog
  • About
  • CV
  • Publications

#machine learning

Content tagged with "machine learning"

Machine Learning-based prediction of travel destinations based on multivariate parameters
2020-11-01 M. Golombeck Thesis (M.Sc. Business Information Systems)
#Machine Learning#Convolutional Neural Networks#Image Classification#Recommender Systems#Data Science

Travellers can recognise a destination that appeals to them but rarely describe one. This thesis swaps the search form for paired images and infers preference from the choices.

Detecting Faulty Air Pressure System Sensor Data in Scania Trucks
2019-07-04 L. Dupont, M. Golombeck, S. Tübben Technical Report
#Machine Learning#Anomaly Detection#Predictive Maintenance#KNIME

Six models compared on the APS Failure at Scania Trucks dataset. Isolation Forest produced the most promising result, trading type 2 errors for a substantial reduction in type 1 errors.


© 2026 Marius Golombeck