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04/05/2020
XtracTree for Regulator Validation of Bagging Methods Used in Retail Banking
Bootstrap aggregation, known as bagging, is one of the most popular ense...
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11/23/2019
From Persistent Homology to Reinforcement Learning with Applications for Retail Banking
The retail banking services are one of the pillars of the modern economi...
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08/26/2019
SynGAN: Towards Generating Synthetic Network Attacks using GANs
The rapid digital transformation without security considerations has res...
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05/23/2019
PHom-GeM: Persistent Homology for Generative Models
Generative neural network models, including Generative Adversarial Netwo...
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05/23/2019
User-Device Authentication in Mobile Banking using APHEN for Paratuck2 Tensor Decomposition
The new financial European regulations such as PSD2 are changing the ret...
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05/23/2019
Non-Negative PARATUCK2 Tensor Decomposition Combined to LSTM Network For Smart Contracts Profiling
Smart contracts are programs stored and executed on a blockchain. The Et...
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05/23/2019