default search action
Alexandra Brintrup
Alexandra Melike Brintrup
Person information
- affiliation: University of Cambridge, Institute for Manufacturing, UK
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
- [j37]Ajay Kumar, Alexandra Brintrup, Eric W. T. Ngai, Ravi Shankar, Myong K. Jeong:
Deep learning applications in operations research. Ann. Oper. Res. 339(1-2): 1-2 (2024) - [j36]Yaniv Proselkov, Jie Zhang, Liming Xu, Erik Hofmann, Thomas Y. Choi, Dale Rogers, Alexandra Brintrup
:
Financial ripple effect in complex adaptive supply networks: an agent-based model. Int. J. Prod. Res. 62(3): 823-845 (2024) - [j35]Edward Elson Kosasih
A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches. Int. J. Prod. Res. 62(4): 1510-1540 (2024) - [j34]Alexandra Brintrup
Digital supply chain surveillance using artificial intelligence: definitions, opportunities and risks. Int. J. Prod. Res. 62(13): 4674-4695 (2024) - [j33]Edward Elson Kosasih
Towards knowledge graph reasoning for supply chain risk management using graph neural networks. Int. J. Prod. Res. 62(15): 5596-5612 (2024) - [j32]Liming Xu
Towards autonomous supply chains: Definition, characteristics, conceptual framework, and autonomy levels. J. Ind. Inf. Integr. 42: 100698 (2024) - [j31]Vinod Kumar Chauhan
Trolley Optimisation for Loading Printed Circuit Board Components. Oper. Res. Forum 5(3): 72 (2024) - [c17]Jack Foster, Stefan Schoepf, Alexandra Brintrup:
Fast Machine Unlearning without Retraining through Selective Synaptic Dampening. AAAI 2024: 12043-12051 - [c16]Jack Foster, Stefan Schoepf, Alexandra Brintrup:
Loss-Free Machine Unlearning. Tiny Papers @ ICLR 2024 - [i38]Liming Xu, Stephen Mak, Yaniv Proselkov, Alexandra Brintrup:
Towards Autonomous Supply Chains: Definition, Characteristics, Conceptual Framework, and Autonomy Levels. CoRR abs/2401.14183 (2024) - [i37]Jack Foster, Kyle Fogarty, Stefan Schoepf, Cengiz Öztireli, Alexandra Brintrup:
Zero-Shot Machine Unlearning at Scale via Lipschitz Regularization. CoRR abs/2402.01401 (2024) - [i36]Stefan Schoepf, Jack Foster, Alexandra Brintrup:
Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampening. CoRR abs/2402.10098 (2024) - [i35]Jack Foster, Stefan Schoepf, Alexandra Brintrup:
Loss-Free Machine Unlearning. CoRR abs/2402.19308 (2024) - [i34]Stefan Schoepf, Jack Foster, Alexandra Brintrup:
Potion: Towards Poison Unlearning. CoRR abs/2406.09173 (2024) - [i33]Sara AlMahri, Liming Xu, Alexandra Brintrup:
Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models. CoRR abs/2408.07705 (2024) - [i32]Mateusz Wyrembek, George Baryannis, Alexandra Brintrup:
What if? Causal Machine Learning in Supply Chain Risk Management. CoRR abs/2408.13556 (2024) - [i31]Yunbo Long, Zhengyang Ling, Sam Brook, Duncan C. McFarlane, Alexandra Brintrup:
Leveraging Unsupervised Learning for Cost-Effective Visual Anomaly Detection. CoRR abs/2409.15980 (2024) - [i30]Vikram S. Chundawat, Pushkar Niroula, Prasanna Dhungana, Stefan Schoepf, Murari Mandal, Alexandra Brintrup:
ConDa: Fast Federated Unlearning with Contribution Dampening. CoRR abs/2410.04144 (2024) - 2023
- [j30]Vinod Kumar Chauhan
Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing. Comput. Ind. Eng. 176: 108928 (2023) - [j29]Ge Zheng, Lingxuan Kong, Alexandra Brintrup
Federated machine learning for privacy preserving, collective supply chain risk prediction. Int. J. Prod. Res. 61(23): 8115-8132 (2023) - [j28]Hang Zhou
Civil aircraft engine operation life resilient monitoring via usage trajectory mapping on the reliability contour. Reliab. Eng. Syst. Saf. 230: 108878 (2023) - [i29]Alexandra Brintrup, George Baryannis, Ashutosh Tiwari, Svetan M. Ratchev, Giovanna Martínez-Arellano, Jatinder Singh:
Trustworthy, responsible, ethical AI in manufacturing and supply chains: synthesis and emerging research questions. CoRR abs/2305.11581 (2023) - [i28]Stefan Schoepf, Stephen Mak, Julian Senoner, Liming Xu, Torbjørn H. Netland, Alexandra Brintrup:
Unlocking Carbon Reduction Potential with Reinforcement Learning for the Three-Dimensional Loading Capacitated Vehicle Routing Problem. CoRR abs/2307.12136 (2023) - [i27]Stefan Schoepf, Jack Foster, Alexandra Brintrup:
Identifying contributors to supply chain outcomes in a multi-echelon setting: a decentralised approach. CoRR abs/2307.12157 (2023) - [i26]Jack Foster, Stefan Schoepf, Alexandra Brintrup:
Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening. CoRR abs/2308.07707 (2023) - [i25]Liming Xu, Yaniv Proselkov, Stefan Schoepf, David Minarsch, Maria Minaricova, Alexandra Brintrup:
Implementation of Autonomous Supply Chains for Digital Twinning: a Multi-Agent Approach. CoRR abs/2309.04785 (2023) - [i24]Jack Foster, Alexandra Brintrup:
Towards Robust Continual Learning with Bayesian Adaptive Moment Regularization. CoRR abs/2309.08546 (2023) - [i23]Liming Xu, Stephen Mak, Stefan Schoepf, Michael Ostroumov, Alexandra Brintrup:
AgentChat: Multi-Agent Collaborative Logistics for Carbon Reduction. CoRR abs/2309.12781 (2023) - [i22]Liming Xu, Stephen Mak, Maria Minaricova, Alexandra Brintrup:
On Implementing Autonomous Supply Chains: a Multi-Agent System Approach. CoRR abs/2310.09435 (2023) - [i21]Stephen Mak, Liming Xu, Tim Pearce, Michael Ostroumov, Alexandra Brintrup:
Coalitional Bargaining via Reinforcement Learning: An Application to Collaborative Vehicle Routing. CoRR abs/2310.17458 (2023) - [i20]Stephen Mak, Liming Xu, Tim Pearce, Michael Ostroumov, Alexandra Brintrup:
Fair collaborative vehicle routing: A deep multi-agent reinforcement learning approach. CoRR abs/2310.17485 (2023) - 2022
- [j27]Bang Xiang Yong
Do Autoencoders Need a Bottleneck for Anomaly Detection? IEEE Access 10: 78455-78471 (2022) - [j26]Bang Xiang Yong
Coalitional Bayesian autoencoders: Towards explainable unsupervised deep learning with applications to condition monitoring under covariate shift. Appl. Soft Comput. 123: 108912 (2022) - [j25]Sanyapong Petchrompo
A review of Pareto pruning methods for multi-objective optimization. Comput. Ind. Eng. 167: 108022 (2022) - [j24]Bang Xiang Yong
Bayesian autoencoders with uncertainty quantification: Towards trustworthy anomaly detection. Expert Syst. Appl. 209: 118196 (2022) - [j23]Hao Wang
Dynamic inventory replenishment strategy for aerospace manufacturing supply chain: combining reinforcement learning and multi-agent simulation. Int. J. Prod. Res. 60(13): 4117-4136 (2022) - [j22]Edward Elson Kosasih
A machine learning approach for predicting hidden links in supply chain with graph neural networks. Int. J. Prod. Res. 60(17): 5380-5393 (2022) - [j21]Angira Sharma, Edward Elson Kosasih, Jie Zhang, Alexandra Brintrup, Anisoara Calinescu
Digital Twins: State of the art theory and practice, challenges, and open research questions. J. Ind. Inf. Integr. 30: 100383 (2022) - [j20]Hang Zhou
A hybrid-learning decomposition algorithm for competing risk identification within fleets of complex engineering systems. Reliab. Eng. Syst. Saf. 217: 107992 (2022) - [j19]Nils Brockmann, Edward Elson Kosasih, Alexandra Brintrup:
Supply Chain Link Prediction on Uncertain Knowledge Graph. SIGKDD Explor. 24(2): 124-130 (2022) - [c15]Hao Wang
Dynamic Job Shop Scheduling Based on Order Remaining Completion Time Prediction. APMS (2) 2022: 425-433 - [c14]Wangchujun Tang
Distributed Manufacturing for Digital Supply Chain: A Brief Review and Future Challenges. APMS (2) 2022: 442-450 - [i19]Bang Xiang Yong, Alexandra Brintrup:
Do autoencoders need a bottleneck for anomaly detection? CoRR abs/2202.12637 (2022) - [i18]Bang Xiang Yong, Alexandra Brintrup:
Bayesian autoencoders with uncertainty quantification: Towards trustworthy anomaly detection. CoRR abs/2202.12653 (2022) - [i17]Vinod Kumar Chauhan
Trolley optimisation: An extension of bin packing to load PCB components. CoRR abs/2209.09116 (2022) - [i16]Vinod Kumar Chauhan
Exploitation of material consolidation trade-offs in a multi-tier complex supply networks. CoRR abs/2210.11479 (2022) - [i15]Vinod Kumar Chauhan
Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing. CoRR abs/2210.11953 (2022) - [i14]Vinod Kumar Chauhan, Anna Ledwoch, Alexandra Brintrup, Manuel Herrera, Vaggelis Giannikas, Goran Stojkovic, Duncan C. McFarlane:
A network science approach to identify disruptive elements of an airline. CoRR abs/2211.08140 (2022) - 2021
- [j18]Yasmin Fathy
Learning With Imbalanced Data in Smart Manufacturing: A Comparative Analysis. IEEE Access 9: 2734-2757 (2021) - [j17]Siddharth Arora
How does the position of firms in the supply chain affect their performance? An empirical study. Appl. Netw. Sci. 6(1): 19 (2021) - [j16]Vinod Kumar Chauhan
The relationship between nested patterns and the ripple effect in complex supply networks. Int. J. Prod. Res. 59(1): 325-341 (2021) - [i13]Tim Pearce, Alexandra Brintrup, Jun Zhu:
Understanding Softmax Confidence and Uncertainty. CoRR abs/2106.04972 (2021) - [i12]Edward Elson Kosasih, Alexandra Brintrup:
Reinforcement Learning Provides a Flexible Approach for Realistic Supply Chain Safety Stock Optimisation. CoRR abs/2107.00913 (2021) - [i11]Jie Zhang, Alexandra Brintrup, Anisoara Calinescu, Edward Elson Kosasih, Angira Sharma:
Supply Chain Digital Twin Framework Design: An Approach of Supply Chain Operations Reference Model and System of Systems. CoRR abs/2107.09485 (2021) - [i10]Ajmal Aziz, Edward Elson Kosasih, Ryan-Rhys Griffiths, Alexandra Brintrup:
Data Considerations in Graph Representation Learning for Supply Chain Networks. CoRR abs/2107.10609 (2021) - [i9]Bang Xiang Yong, Yasmin Fathy, Alexandra Brintrup:
Bayesian Autoencoders for Drift Detection in Industrial Environments. CoRR abs/2107.13249 (2021) - [i8]Bang Xiang Yong, Alexandra Brintrup:
Multi Agent System for Machine Learning Under Uncertainty in Cyber Physical Manufacturing System. CoRR abs/2107.13252 (2021) - [i7]Bang Xiang Yong, Tim Pearce, Alexandra Brintrup:
Bayesian Autoencoders: Analysing and Fixing the Bernoulli likelihood for Out-of-Distribution Detection. CoRR abs/2107.13304 (2021) - [i6]Liming Xu, Stephen Mak, Alexandra Brintrup:
Will bots take over the supply chain? Revisiting Agent-based supply chain automation. CoRR abs/2109.01703 (2021) - [i5]Bang Xiang Yong, Alexandra Brintrup:
Coalitional Bayesian Autoencoders - Towards explainable unsupervised deep learning. CoRR abs/2110.10038 (2021) - 2020
- [j15]Alexandra Brintrup
Supply chain data analytics for predicting supplier disruptions: a case study in complex asset manufacturing. Int. J. Prod. Res. 58(11): 3330-3341 (2020) - [j14]Pascal Wichmann, Alexandra Brintrup
Extracting supply chain maps from news articles using deep neural networks. Int. J. Prod. Res. 58(17): 5320-5336 (2020) - [c13]Tim Pearce, Felix Leibfried, Alexandra Brintrup:
Uncertainty in Neural Networks: Approximately Bayesian Ensembling. AISTATS 2020: 234-244 - [c12]Bang Xiang Yong
Bayesian Autoencoders for Drift Detection in Industrial Environments. MetroInd4.0&IoT 2020: 627-631 - [c11]Yaniv Proselkov, Manuel Herrera, Ajith Kumar Parlikad, Alexandra Brintrup:
Distributed Dynamic Measures of Criticality for Telecommunication Networks. SOHOMA 2020: 421-432 - [i4]Tim Pearce, Andrew Y. K. Foong, Alexandra Brintrup:
Structured Weight Priors for Convolutional Neural Networks. CoRR abs/2007.14235 (2020) - [i3]Angira Sharma, Edward Elson Kosasih, Jie Zhang, Alexandra Brintrup, Anisoara Calinescu:
Digital Twins: State of the Art Theory and Practice, Challenges, and Open Research Questions. CoRR abs/2011.02833 (2020)
2010 – 2019
- 2019
- [j13]Guodong Wang
A generative neural network model for the quality prediction of work in progress products. Appl. Soft Comput. 85 (2019) - [c10]Alexandra Brintrup
Quantifying Outsourcing Risk Arising from Product Interdependencies in Supply Networks. GC 2019: 75-82 - [c9]Bang Xiang Yong
Multi Agent System for Machine Learning Under Uncertainty in Cyber Physical Manufacturing System. SOHOMA 2019: 244-257 - [c8]Tim Pearce, Russell Tsuchida, Mohamed Zaki, Alexandra Brintrup, Andy Neely:
Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions. UAI 2019: 134-144 - [i2]Tim Pearce, Mohamed Zaki, Alexandra Brintrup
Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions. CoRR abs/1905.06076 (2019) - 2018
- [j12]Alexandra Brintrup
Multi-objective optimisation of reliable product-plant network configuration. Appl. Netw. Sci. 3(1): 1:1-1:19 (2018) - [j11]Alexandra Brintrup
Predicting Hidden Links in Supply Networks. Complex. 2018: 9104387:1-9104387:12 (2018) - [j10]Alexandra Brintrup
The Nested Structure of Emergent Supply Networks. IEEE Syst. J. 12(2): 1803-1812 (2018) - [j9]Anna Ledwoch
Systemic Risk Assessment in Complex Supply Networks. IEEE Syst. J. 12(2): 1826-1837 (2018) - [c7]Tim Pearce, Alexandra Brintrup, Mohamed Zaki, Andy Neely:
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach. ICML 2018: 4072-4081 - [i1]Tim Pearce, Mohamed Zaki, Alexandra Brintrup
Uncertainty in Neural Networks: Bayesian Ensembling. CoRR abs/1810.05546 (2018) - 2017
- [j8]Alexandra Brintrup
Supply Networks as Complex Systems: A Network-Science-Based Characterization. IEEE Syst. J. 11(4): 2170-2181 (2017) - [c6]Duncan C. McFarlane, Rengarajan Srinivasan, Alena Puchkova, Alan Thorne, Alexandra Brintrup
A Maturity Framework for Operational Resilience and Its Application to Production Control. SOHOMA 2017: 51-62 - 2016
- [j7]Alexandra Brintrup
Topological robustness of the global automotive industry. Logist. Res. 9(1): 1:1-1:17 (2016) - 2013
- [j6]Sebastian Kruse, Alexandra Brintrup
Designing Automated Allocation Mechanisms for Service Procurement of Imperfectly Substitutable Services. IEEE Trans. Comput. Intell. AI Games 5(1): 15-32 (2013) - 2011
- [j5]Alexandra Brintrup
Will Intelligent Assets Take Off? Toward Self-Serving Aircraft. IEEE Intell. Syst. 26(3): 66-75 (2011) - [p1]Tomás Sánchez López, Alexandra Brintrup
Resource Management in the Internet of Things: Clustering, Synchronisation and Software Agents. Architecting the Internet of Things 2011: 159-193 - 2010
- [j4]Alexandra Brintrup
Behaviour adaptation in the multi-agent, multi-objective and multi-role supply chain. Comput. Ind. 61(7): 636-645 (2010) - [j3]Chris Kürschner, Alexandra Brintrup, Paul Bowman, Erica Dubach, Frédéric Thiesse:
Implementing RFID in Production Systems: A Case Study from a Confectionery Manufacturer. Pac. Asia J. Assoc. Inf. Syst. 2(2): 4 (2010)
2000 – 2009
- 2009
- [c5]Alexandra Brintrup
Distributed Control of Emergence: Local and Global Anti-Component Strategies in Particle Swarms and Ant Colonies. SASO 2009: 216-222 - 2008
- [j2]Alexandra Melike Brintrup
Ergonomic Chair Design by Fusing Qualitative and Quantitative Criteria Using Interactive Genetic Algorithms. IEEE Trans. Evol. Comput. 12(3): 343-354 (2008) - 2007
- [j1]Alexandra Melike Brintrup
An interactive genetic algorithm-based framework for handling qualitative criteria in design optimization. Comput. Ind. 58(3): 279-291 (2007) - [c4]Alexandra Melike Brintrup
The effect of user interaction mechanisms in multi-objective IGA. GECCO (Companion) 2007: 2629-2632 - 2006
- [c3]Alexandra Melike Brintrup
Evaluation of Sequential, Multi-objective, and Parallel Interactive Genetic Algorithms for Multi-objective Floor Plan Optimisation. EvoWorkshops 2006: 586-598 - 2005
- [c2]Alexandra Melike Brintrup
Integrated qualitativeness in design by multi-objective optimization and interactive evolutionary computation. Congress on Evolutionary Computation 2005: 2154-2160 - 2004
- [c1]Alexandra Melike Brintrup, Ashutosh Tiwari, James Gao:
Handling Qualitativeness in Evolutionary Multiple Objective Engineering Design Optimisation. International Conference on Computational Intelligence 2004: 236-239
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-10 20:45 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: