Alexandra Brintrup

According to our database1, Alexandra Brintrup authored at least 30 papers between 2004 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



Digital Twins: State of the Art Theory and Practice, Challenges, and Open Research Questions.
CoRR, 2020

Structured Weight Priors for Convolutional Neural Networks.
CoRR, 2020

Bayesian Autoencoders for Drift Detection in Industrial Environments.
Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020

Uncertainty in Neural Networks: Approximately Bayesian Ensembling.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions.
CoRR, 2019

A generative neural network model for the quality prediction of work in progress products.
Appl. Soft Comput., 2019

Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Multi Agent System for Machine Learning Under Uncertainty in Cyber Physical Manufacturing System.
Proceedings of the 9th Workshop on Service Oriented, 2019

Quantifying Outsourcing Risk Arising from Product Interdependencies in Supply Networks.
Proceedings of the First International Conference on Graph Computing, 2019

Systemic Risk Assessment in Complex Supply Networks.
IEEE Syst. J., 2018

The Nested Structure of Emergent Supply Networks.
IEEE Syst. J., 2018

Uncertainty in Neural Networks: Bayesian Ensembling.
CoRR, 2018

Predicting Hidden Links in Supply Networks.
Complex., 2018

Multi-objective optimisation of reliable product-plant network configuration.
Appl. Netw. Sci., 2018

High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach.
Proceedings of the 35th International Conference on Machine Learning, 2018

Supply Networks as Complex Systems: A Network-Science-Based Characterization.
IEEE Syst. J., 2017

A Maturity Framework for Operational Resilience and Its Application to Production Control.
Proceedings of the Service Orientation in Holonic and Multi-Agent Manufacturing, 2017

Topological robustness of the global automotive industry.
Logist. Res., 2016

Designing Automated Allocation Mechanisms for Service Procurement of Imperfectly Substitutable Services.
IEEE Trans. Comput. Intell. AI Games, 2013

Will Intelligent Assets Take Off? Toward Self-Serving Aircraft.
IEEE Intell. Syst., 2011

Resource Management in the Internet of Things: Clustering, Synchronisation and Software Agents.
Proceedings of the Architecting the Internet of Things., 2011

Implementing RFID in Production Systems: A Case Study from a Confectionery Manufacturer.
Pac. Asia J. Assoc. Inf. Syst., 2010

Behaviour adaptation in the multi-agent, multi-objective and multi-role supply chain.
Comput. Ind., 2010

Distributed Control of Emergence: Local and Global Anti-Component Strategies in Particle Swarms and Ant Colonies.
Proceedings of the Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2009

Ergonomic Chair Design by Fusing Qualitative and Quantitative Criteria Using Interactive Genetic Algorithms.
IEEE Trans. Evol. Comput., 2008

An interactive genetic algorithm-based framework for handling qualitative criteria in design optimization.
Comput. Ind., 2007

The effect of user interaction mechanisms in multi-objective IGA.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Evaluation of Sequential, Multi-objective, and Parallel Interactive Genetic Algorithms for Multi-objective Floor Plan Optimisation.
Proceedings of the Applications of Evolutionary Computing, 2006

Integrated qualitativeness in design by multi-objective optimization and interactive evolutionary computation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Handling Qualitativeness in Evolutionary Multiple Objective Engineering Design Optimisation.
Proceedings of the International Conference on Computational Intelligence, 2004