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Edward Elson Kosasih
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2020 – today
- 2024
- [j7]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) - [j6]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) - [j5]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) - 2022
- [j4]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) - [j3]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) - [j2]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) - [j1]Nils Brockmann, Edward Elson Kosasih, Alexandra Brintrup:
Supply Chain Link Prediction on Uncertain Knowledge Graph. SIGKDD Explor. 24(2): 124-130 (2022) - 2021
- [i6]Edward Elson Kosasih, Joaquín Cabezas, Xavier Sumba, Piotr Bielak, Kamil Tagowski, Kelvin Idanwekhai, Benedict Aaron Tjandra, Arian Rokkum Jamasb:
On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction. CoRR abs/2106.15529 (2021) - [i5]Edward Elson Kosasih, Alexandra Brintrup:
Reinforcement Learning Provides a Flexible Approach for Realistic Supply Chain Safety Stock Optimisation. CoRR abs/2107.00913 (2021) - [i4]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) - [i3]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) - [i2]Edward Elson Kosasih, Rucha Bhalchandra Joshi, Janamejaya Channegowda:
GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation. CoRR abs/2111.09314 (2021) - 2020
- [i1]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)
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