14   Artículos

 
en línea
Tiago P. Pagano, Rafael B. Loureiro, Fernanda V. N. Lisboa, Gustavo O. R. Cruz, Rodrigo M. Peixoto, Guilherme A. de Sousa Guimarães, Ewerton L. S. Oliveira, Ingrid Winkler and Erick G. Sperandio Nascimento    
The majority of current approaches for bias and fairness identification or mitigation in machine learning models are applications for a particular issue that fails to account for the connection between the application context and its associated sensitive... ver más
Revista: Big Data and Cognitive Computing    Formato: Electrónico

 
en línea
Tiago P. Pagano, Rafael B. Loureiro, Fernanda V. N. Lisboa, Rodrigo M. Peixoto, Guilherme A. S. Guimarães, Gustavo O. R. Cruz, Maira M. Araujo, Lucas L. Santos, Marco A. S. Cruz, Ewerton L. S. Oliveira, Ingrid Winkler and Erick G. S. Nascimento    
One of the difficulties of artificial intelligence is to ensure that model decisions are fair and free of bias. In research, datasets, metrics, techniques, and tools are applied to detect and mitigate algorithmic unfairness and bias. This study examines ... ver más
Revista: Big Data and Cognitive Computing    Formato: Electrónico

 
en línea
Husam H. Hasan and Zainab T. Alisa    
The Internet of Things (IoT) connects devices via the Internet. Network congestion is one of the key problems that has been identified by researchers in the IoT field. When there is a huge number of IoT devices connected to the internet, this creates net... ver más
Revista: Future Internet    Formato: Electrónico

 
en línea
Ali Alshehri, Mohamed Baza, Gautam Srivastava, Wahid Rajeh, Majed Alrowaily and Majed Almusali    
With the advancement of cyber threats, blockchain technology has evolved to have a significant role in providing secure and reliable decentralized applications. One of these applications is a remote voting system that allow voters to participate in elect... ver más
Revista: Applied Sciences    Formato: Electrónico

 
en línea
Jawhara Boodai, Aminah Alqahtani and Mounir Frikha    
Fifth generation (5G) wireless networks promise to revolutionize the way we communicate and connect to the internet. However, as with any new technology, 5G networks also bring new security challenges that need to be addressed. One of the key areas of co... ver más
Revista: Applied Sciences    Formato: Electrónico

 
en línea
Pranita Patil and Kevin Purcell    
Although deep learning has proven to be tremendously successful, the main issue is the dependency of its performance on the quality and quantity of training datasets. Since the quality of data can be affected by biases, a novel deep learning method based... ver más
Revista: Future Internet    Formato: Electrónico

 
en línea
Michael Wagner and Christin Henzen    
In Earth System Sciences (ESS), spatial data are increasingly used for impact research and decision-making. To support the stakeholders? decision, the quality of the spatial data and its assurance play a major role. We present concepts and a workflow to ... ver más
Revista: ISPRS International Journal of Geo-Information    Formato: Electrónico

 
en línea
Andreas Könsgen, Md. Shahabuddin, Amanpreet Singh and Anna Förster    
Multipath transport protocols are aimed at increasing the throughput of data flows as well as maintaining fairness between users, which are both crucial factors to maximize user satisfaction. In this paper, a mixed (non)linear programming (MINLP) solutio... ver más
Revista: Future Internet    Formato: Electrónico

 
en línea
Yancheng Chen, Ning Li, Xijian Zhong and Wei Xie    
Recently, unmanned aerial vehicles (UAVs) have been widely studied in the communication area to work as aerial base stations, due to the high probability of line of sight (LoS) and high flexibility. However, few works consider fairness for the users, whi... ver más
Revista: Applied Sciences    Formato: Electrónico

 
en línea
Gbolahan Aiyetoro and Pius Owolawi    
The rapid growth of not just mobile devices but also Internet of Things (IoT) devices has introduced a new paradigm in mobile networks. This evolution and the continuous need to provide spectrum efficient, high data rates, low latency, and low energy con... ver más
Revista: Future Internet    Formato: Electrónico

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