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View article: Enhancing financial risk prediction with symbolic classifiers: addressing class imbalance and the accuracy–interpretability trade–off
Enhancing financial risk prediction with symbolic classifiers: addressing class imbalance and the accuracy–interpretability trade–off Open
Machine learning for financial risk prediction has garnered substantial interest in recent decades. However, the class imbalance problem and the dilemma of accuracy gain by loss interpretability have yet to be widely studied. Symbolic clas…
View article: Assessing Employee Susceptibility to Cybersecurity Risks
Assessing Employee Susceptibility to Cybersecurity Risks Open
This research challenges assumptions about cybersecurity risk factors, revealing that age, gender, and educational background are not significant determinants of employee susceptibility. It highlights the importance of inclusive cybersecur…
View article: Sustainable Digital Transformation for SMEs: A Comprehensive Framework for Informed Decision-Making
Sustainable Digital Transformation for SMEs: A Comprehensive Framework for Informed Decision-Making Open
This study presents a sustainable digital transformation framework to integrate sustainable practices into digital transformation initiatives within Small and Medium Enterprises (SMEs). The methodology includes a literature review, a frame…
View article: Análisis espacio-temporal de florecimientos algales nocivos en un lago-cráter tropical usando datos MODIS (2003-2020)
Análisis espacio-temporal de florecimientos algales nocivos en un lago-cráter tropical usando datos MODIS (2003-2020) Open
El lago-cráter de Santa María del Oro en el estado de Nayarit, México, presenta Florecimientos Algales (FA) de manera cíclica anual, el florecimiento y posterior decaimiento de estas poblaciones de crea cambios de color en el agua, general…
View article: FASSVid: Fast and Accurate Semantic Segmentation for Video Sequences
FASSVid: Fast and Accurate Semantic Segmentation for Video Sequences Open
Most of the methods for real-time semantic segmentation do not take into account temporal information when working with video sequences. This is counter-intuitive in real-world scenarios where the main application of such methods is, preci…
View article: A Novel Framework for Generating Personalized Network Datasets for NIDS Based on Traffic Aggregation
A Novel Framework for Generating Personalized Network Datasets for NIDS Based on Traffic Aggregation Open
In this paper, we addressed the problem of dataset scarcity for the task of network intrusion detection. Our main contribution was to develop a framework that provides a complete process for generating network traffic datasets based on the…
View article: Mobile Personal Health Monitoring for Automated Classification of Electrocardiogram Signals in Elderly
Mobile Personal Health Monitoring for Automated Classification of Electrocardiogram Signals in Elderly Open
Mobile electrocardiogram (ECG) monitoring is an emerging area that has received increasing attention in recent years, but still real-life validation for elderly residing in low and middle-income countries is scarce. We developed a wearable…
View article: Esquema seguro de autenticación de usuario basado en identificador dinámico utilizando cifrado simétrico y tarjetas inteligentes
Esquema seguro de autenticación de usuario basado en identificador dinámico utilizando cifrado simétrico y tarjetas inteligentes Open
En 2004, Das, Saxena & Gulati propusieron un nuevo esquema de autenticación basado en un identificador dinámico cuyo principal propósito fue evitar el ataque de robo de identidad. Desde ese momento, se han propuesto varios esquemas con la …
View article: Esquema de autenticación de usuario remoto basado en un identificador dinamico utilizando el sistema de cifrado ElGamal
Esquema de autenticación de usuario remoto basado en un identificador dinamico utilizando el sistema de cifrado ElGamal Open
We propose a new dynamic ID-based remote user authentication scheme using smart cards, which it is based on one-way hash function, ElGamal’s public key cryptosystem and nonce. The scheme achieves the following security requirements: 1) use…
View article: Dynamic ID-based remote user authentication scheme using El Gamal encryption system
Dynamic ID-based remote user authentication scheme using El Gamal encryption system Open
"El Algoritmo de Recocido Simulado, cristalización simulada o enfriamiento simulado, es un algoritmo de búsqueda metaheurística para problemas de optimización; el objetivo general de este tipo de algoritmos es encontrar una buena aproximac…
View article: Security Enhancement on Li-Lee’s Remote User Authentication Scheme Using Smart Card
Security Enhancement on Li-Lee’s Remote User Authentication Scheme Using Smart Card Open
Recently, Li and Lee proposed a new remote user authentication scheme using smart card. However, their scheme requires a verification table and the user’s identity is not protected. Moreover, users cannot change their password off-line. In…