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Edward Elson Kosasih
Edward Elson Kosasih
University of Cambridge
Verified email at cantab.ac.uk - Homepage
Title
Cited by
Cited by
Year
Digital twins: State of the art theory and practice, challenges, and open research questions
A Sharma, E Kosasih, J Zhang, A Brintrup, A Calinescu
Journal of Industrial Information Integration 30, 100383, 2022
4462022
A machine learning approach for predicting hidden links in supply chain with graph neural networks
EE Kosasih, A Brintrup
International Journal of Production Research 60 (17), 5380-5393, 2022
1502022
Towards knowledge graph reasoning for supply chain risk management using graph neural networks
EE Kosasih, F Margaroli, S Gelli, A Aziz, N Wildgoose, A Brintrup
International Journal of Production Research 62 (15), 5596-5612, 2024
652024
Dynamic inventory replenishment strategy for aerospace manufacturing supply chain: combining reinforcement learning and multi-agent simulation
H Wang, J Tao, T Peng, A Brintrup, EE Kosasih, Y Lu, R Tang, L Hu
International Journal of Production Research 60 (13), 4117-4136, 2022
342022
Digital supply chain surveillance using artificial intelligence: definitions, opportunities and risks
A Brintrup, E Kosasih, P Schaffer, G Zheng, G Demirel, BL MacCarthy
International Journal of Production Research 62 (13), 4674-4695, 2024
312024
A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches
EE Kosasih, E Papadakis, G Baryannis, A Brintrup
International Journal of Production Research 62 (4), 1510-1540, 2024
272024
Reinforcement learning provides a flexible approach for realistic supply chain safety stock optimisation
EE Kosasih, A Brintrup
IFAC-PapersOnLine 55 (10), 1539-1544, 2022
252022
Data considerations in graph representation learning for supply chain networks
A Aziz, EE Kosasih, RR Griffiths, A Brintrup
ICML 2021 ML4Data Workshop, 2021
212021
Digital supply chain surveillance: concepts, challenges, and frameworks
A Brintrup, EE Kosasih, BL MacCarthy, G Demirel
The Digital Supply Chain, 379-396, 2022
182022
Supply chain digital twin framework design: an approach of supply chain operations reference model and system of systems
J Zhang, A Brintrup, A Calinescu, E Kosasih, A Sharma
arXiv preprint arXiv:2107.09485, 2021
172021
Supply chain link prediction on uncertain knowledge graph
N Brockmann, E Elson Kosasih, A Brintrup
ACM SIGKDD Explorations Newsletter 24 (2), 124-130, 2022
142022
On graph neural network ensembles for large-scale molecular property prediction
EE Kosasih, J Cabezas, X Sumba, P Bielak, K Tagowski, K Idanwekhai, ...
ICLR 2022 CoSubmitting Summer Workshop, 2021
132021
Towards digital supply chain risk surveillance
E Kosasih, A Brintrup
IFAC-PapersOnLine 55 (10), 2499-2504, 2022
42022
Neurosymbolic Reasoning for Link Prediction in Supply Chain Knowledge Graphs
E Kosasih
University of Cambridge, 2023
22023
GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation
EE Kosasih, RB Joshi, J Channegowda
MLCollective, 2021
22021
Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach
EE Kosasih, A Brintrup
International Journal of Production Research, 1-23, 2024
12024
Agrifood Data Study Group
G Demirel
Alan Turing Institute Data Study Group, 0
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