Markov‐GAN: Markov image enhancement method for malicious encrypted traffic classification

Z Tang, J Wang, B Yuan, H Li, J Zhang… - IET Information …, 2022 - Wiley Online Library
The rapidly growing encrypted traffic hides a large number of malicious behaviours. The
difficulty of collecting and labelling encrypted traffic makes the class distribution of dataset …

Jensen-discrete information generating function with an application to image processing

O Kharazmi, N Balakrishnan, D Ozonur - Soft Computing, 2023 - Springer
In this work, we first consider the discrete version of information generating function and
develop some new results for it. We then propose Jensen-discrete information generating …

On the Optimal Point of the Weighted Simpson Index

JP Casquilho, H Mena-Matos - Mathematics, 2024 - mdpi.com
In this short communication, following a brief introduction, we undertake a comprehensive
analytical study of the weighted Simpson index. Our primary emphasis concerns the precise …

Kernel-based data transformation model for nonlinear classification of symbolic data

X Yan, L Chen, G Guo - Soft Computing, 2022 - Springer
Symbolic data are usually composed of some categorical variables used to represent
discrete entities in many real-world applications. Mining of symbolic data is more difficult …

[PDF][PDF] Weighted Entropy: Evaluating Feasible Weights with an Inversion Procedure and Eliciting a New Probability-Possibility Transformation

JP Casquilho, V Matos - 2024 - researchgate.net
In this article, after an extended literature survey on the topics of weighted entropy and
possibility theory, including probability-possibility transformations, we present some new …

[PDF][PDF] Weighted Gini-Simpson index: Discussing the optimal point for n= 2, 3 and comparing results with weighted entropy

JP Casquilho - researchgate.net
Following a note concerning the weighted entropy optimal point [2] when the dimension is
n= 2, this paper addresses the analogous case concerning the weighted Gini-Simpson …

[PDF][PDF] On Weighted Entropy

JP Casquilho - researchgate.net
In this research paper, after a brief introduction reviewing the pioneering conceptualizations
and mathematical results relating to weighted entropy-complemented with some recent …