DPTVAE: Data-driven prior-based tabular variational autoencoder for credit data synthesizing

Y Tan, H Zhu, J Wu, H Chai - Expert Systems with Applications, 2024 - Elsevier
Data synthesizing is of great significance for the privacy protection of real credit data. Credit
data synthesis poses unique challenges, involving discrete and continuous features, lack of …

Use of Conditional Generative Adversarial Networks to Create Demographic Collaborative Filtering Datasets

J Bobadilla, A Gutiérrez - Applied Soft Computing, 2024 - Elsevier
This paper proposes a method to create synthetic collaborative filtering datasets that can be
used to test both current and new fair recommender systems models. The proposed …

Modeling and Analysis of Different Reconfiguration Strategies for Virtual Network Function Placement and Chaining with Service Classes Identification

S Araujo, F Souza, G Mateus - IEEE Latin America Transactions, 2023 - ieeexplore.ieee.org
The Virtual Network Function Placement and Chaining problem (VNF-PC) is an important
part of the Network Functions Virtualization (NFV) based-technologies implementation. VNF …