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Alexandra Brintrup
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- affiliation: University of Cambridge, Institute for Manufacturing, UK
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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, Emmanuel Papadakis, George Baryannis, Alexandra Brintrup:
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, Edward Elson Kosasih, Philipp Schaffer, Ge Zheng, Güven Demirel, Bart L. MacCarthy:
Digital supply chain surveillance using artificial intelligence: definitions, opportunities and risks. Int. J. Prod. Res. 62(13): 4674-4695 (2024) - [j33]Edward Elson Kosasih, Fabrizio Margaroli, Simone Gelli, Ajmal Aziz, Nick Wildgoose, Alexandra Brintrup:
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, Stephen Mak, Yaniv Proselkov, Alexandra Brintrup:
Towards autonomous supply chains: Definition, characteristics, conceptual framework, and autonomy levels. J. Ind. Inf. Integr. 42: 100698 (2024) - [j31]Vinod Kumar Chauhan, Mark Bass, Ajith Kumar Parlikad, Alexandra Brintrup:
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, Stephen Mak, Ajith Kumar Parlikad, Muhannad Alomari, Linus Casassa, Alexandra Brintrup:
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, Maryam Farsi, Andrew Harrison, Ajith Kumar Parlikad, Alexandra Brintrup:
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, Alexandra Brintrup:
Do Autoencoders Need a Bottleneck for Anomaly Detection? IEEE Access 10: 78455-78471 (2022) - [j26]Bang Xiang Yong, Alexandra Brintrup:
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, David W. Coit, Alexandra Brintrup, Anupong Wannakrairot, Ajith Kumar Parlikad:
A review of Pareto pruning methods for multi-objective optimization. Comput. Ind. Eng. 167: 108022 (2022) - [j24]Bang Xiang Yong, Alexandra Brintrup:
Bayesian autoencoders with uncertainty quantification: Towards trustworthy anomaly detection. Expert Syst. Appl. 209: 118196 (2022) - [j23]Hao Wang, Jiaqi Tao, Tao Peng, Alexandra Brintrup, Edward Elson Kosasih, Yuqian Lu, Renzhong Tang, Luoke Hu:
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, Alexandra Brintrup:
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, Thiago Augusto Lopes Genez, Alexandra Brintrup, Ajith Kumar Parlikad:
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, Tao Peng, Alexandra Brintrup, Thorsten Wuest, Renzhong Tang:
Dynamic Job Shop Scheduling Based on Order Remaining Completion Time Prediction. APMS (2) 2022: 425-433 - [c14]Wangchujun Tang, Tao Peng, Renzhong Tang, Alexandra Brintrup:
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, Mark Bass, Ajith Kumar Parlikad, Alexandra Brintrup:
Trolley optimisation: An extension of bin packing to load PCB components. CoRR abs/2209.09116 (2022) - [i16]Vinod Kumar Chauhan, Muhannad Alomari, James Arney, Ajith Kumar Parlikad, Alexandra Brintrup:
Exploitation of material consolidation trade-offs in a multi-tier complex supply networks. CoRR abs/2210.11479 (2022) - [i15]Vinod Kumar Chauhan, Stephen Mak, Ajith Kumar Parlikad, Muhannad Alomari, Linus Casassa, Alexandra Brintrup:
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, Mona Jaber, Alexandra Brintrup:
Learning With Imbalanced Data in Smart Manufacturing: A Comparative Analysis. IEEE Access 9: 2734-2757 (2021) - [j17]Siddharth Arora, Alexandra Brintrup:
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, Supun Perera, Alexandra Brintrup:
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, Johnson Pak, David Ratiney, Tim Pearce, Pascal Wichmann, Philip Woodall, Duncan C. McFarlane:
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, Simon Baker, Philip Woodall, Duncan C. McFarlane:
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, Yasmin Fathy, Alexandra Brintrup:
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, Anna Ledwoch, Ramin M. Hasani, Radu Grosu, Alexandra Brintrup:
A generative neural network model for the quality prediction of work in progress products. Appl. Soft Comput. 85 (2019) - [c10]Alexandra Brintrup, Supun Perera:
Quantifying Outsourcing Risk Arising from Product Interdependencies in Supply Networks. GC 2019: 75-82 - [c9]Bang Xiang Yong, Alexandra Brintrup:
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, Andy Neely:
Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions. CoRR abs/1905.06076 (2019) - 2018
- [j12]Alexandra Brintrup, Alena Puchkova:
Multi-objective optimisation of reliable product-plant network configuration. Appl. Netw. Sci. 3(1): 1:1-1:19 (2018) - [j11]Alexandra Brintrup, Pascal Wichmann, Philip Woodall, Duncan C. McFarlane, Eric Nicks, William E. Krechel:
Predicting Hidden Links in Supply Networks. Complex. 2018: 9104387:1-9104387:12 (2018) - [j10]Alexandra Brintrup, José Barros, Ashutosh Tiwari:
The Nested Structure of Emergent Supply Networks. IEEE Syst. J. 12(2): 1803-1812 (2018) - [j9]Anna Ledwoch, Alexandra Brintrup, Jörn Mehnen, Ashutosh Tiwari:
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, Andy Neely:
Uncertainty in Neural Networks: Bayesian Ensembling. CoRR abs/1810.05546 (2018) - 2017
- [j8]Alexandra Brintrup, Yu Wang, Ashutosh Tiwari:
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, Anna Ledwoch, José Barros:
Topological robustness of the global automotive industry. Logist. Res. 9(1): 1:1-1:17 (2016) - 2013
- [j6]Sebastian Kruse, Alexandra Brintrup, Duncan C. McFarlane, Tomás Sánchez López, Kenneth Owens, William E. Krechel:
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, Duncan C. McFarlane, Damith Chinthana Ranasinghe, Tomás Sánchez López, Kenneth Owens:
Will Intelligent Assets Take Off? Toward Self-Serving Aircraft. IEEE Intell. Syst. 26(3): 66-75 (2011) - [p1]Tomás Sánchez López, Alexandra Brintrup, Marc-André Isenberg, Jeanette Mansfeld:
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, Tao Gong, Andreas Ligtvoet, Chris Davis, Willem van Willigen, Edward Robinson:
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, Jeremy J. Ramsden, Hideyuki Takagi, Ashutosh Tiwari:
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, Jeremy J. Ramsden, Ashutosh Tiwari:
An interactive genetic algorithm-based framework for handling qualitative criteria in design optimization. Comput. Ind. 58(3): 279-291 (2007) - [c4]Alexandra Melike Brintrup, Hideyuki Takagi:
The effect of user interaction mechanisms in multi-objective IGA. GECCO (Companion) 2007: 2629-2632 - 2006
- [c3]Alexandra Melike Brintrup, Hideyuki Takagi, Jeremy J. Ramsden:
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, Jeremy J. Ramsden, Ashutosh Tiwari:
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
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last updated on 2024-11-14 00:50 CET by the dblp team
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