Search Results - Elson Kosasih, Edward

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  1. 1
    A machine learning approach for predicting hidden links in supply chain with graph neural networks

    A machine learning approach for predicting hidden links in supply chain with graph neural networks by Kosasih, Edward Elson, Brintrup, Alexandra

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  2. 2
    Towards knowledge graph reasoning for supply chain risk management using graph neural networks

    Towards knowledge graph reasoning for supply chain risk management using graph neural networks by Kosasih, Edward Elson, Margaroli, Fabrizio, Gelli, Simone, Aziz, Ajmal, Wildgoose, Nick, Brintrup, Alexandra

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  3. 3
    A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches

    A review of explainable artificial intelligence in supply chain management using neurosymbolic approaches by Kosasih, Edward Elson, Papadakis, Emmanuel, Baryannis, George, Brintrup, Alexandra

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  4. 4
    Dynamic inventory replenishment strategy for aerospace manufacturing supply chain: combining reinforcement learning and multi-agent simulation

    Dynamic inventory replenishment strategy for aerospace manufacturing supply chain: combining reinforcement learning and multi-agent simulation by Wang, Hao, Tao, Jiaqi, Peng, Tao, Brintrup, Alexandra, Kosasih, Edward Elson, Lu, Yuqian, Tang, Renzhong, Hu, Luoke

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  5. 5
    Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach

    Towards trustworthy AI for link prediction in supply chain knowledge graph: a neurosymbolic reasoning approach by Kosasih, Edward Elson, Brintrup, Alexandra

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  6. 6
    Digital supply chain surveillance using artificial intelligence: definitions, opportunities and risks

    Digital supply chain surveillance using artificial intelligence: definitions, opportunities and risks by Brintrup, Alexandra, Kosasih, Edward, Schaffer, Philipp, Zheng, Ge, Demirel, Guven, MacCarthy, Bart L.

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  7. 7
    Reinforcement Learning Provides a Flexible Approach for Realistic Supply Chain Safety Stock Optimisation

    Reinforcement Learning Provides a Flexible Approach for Realistic Supply Chain Safety Stock Optimisation by Kosasih, Edward Elson, Brintrup, Alexandra

    Published in IFAC-PapersOnLine
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  8. 8
    Supply Chain Link Prediction on Uncertain Knowledge Graph

    Supply Chain Link Prediction on Uncertain Knowledge Graph by Brockmann, Nils, Elson Kosasih, Edward, Brintrup, Alexandra

    Published in SIGKDD explorations
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  9. 9
    Reinforcement Learning Provides a Flexible Approach for Realistic Supply Chain Safety Stock Optimisation

    Reinforcement Learning Provides a Flexible Approach for Realistic Supply Chain Safety Stock Optimisation by Edward Elson Kosasih, Brintrup, Alexandra

    Published in arXiv.org
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  10. 10
    GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation

    GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation by Edward Elson Kosasih, Joshi, Rucha Bhalchandra, Channegowda, Janamejaya

    Published in arXiv.org
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  11. 11
    Data Considerations in Graph Representation Learning for Supply Chain Networks

    Data Considerations in Graph Representation Learning for Supply Chain Networks by Aziz, Ajmal, Edward Elson Kosasih, Ryan-Rhys Griffiths, Brintrup, Alexandra

    Published in arXiv.org
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  12. 12
    On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction

    On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction by Edward Elson Kosasih, Cabezas, Joaquin, Sumba, Xavier, Bielak, Piotr, Tagowski, Kamil, Idanwekhai, Kelvin, Tjandra, Benedict Aaron, Jamasb, Arian Rokkum

    Published in arXiv.org
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