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Publication list |
An Earth Mover's Distance Based Graph Distance Metric For Financial Statements.
Sander Noels, Benjamin Vandermarliere, Ken Bastiaensen, and Tijl De Bie.
In 2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr).
Paper
Code
An efficient graph-based peer selection method for financial statements.
Sander Noels, Simon De Ridder, Sébastien Viaene, and Tijl De Bie.
In 2023 Intelligent Systems in Accounting, Finance, and Management.
Paper
Code
Automated Financial Analysis Using GPT-4.
Sander Noels, Adriaan Merlevede, Andrew Fecheyr, Maarten Vanhalst, Nick Meerlaen, Sébastien Viaene, Tijl De Bie.
In 2023 Joint European Conference on Machine Learning and Knowledge Discovery in Databases.
Paper
TopoLedgerBERT: Topological Learning of Ledger Description Embeddings using Siamese BERT-Networks.
Sander Noels, Sébastien Viaene, Tijl De Bie.
In Joint Workshop of the 8th Financial Technology and Natural Language Processing (FinNLP) and the 1st Agent AI for Scenario Planning (AgentScen) @ IJCAI 2024.
Paper