Model-based and actual independence for fairness-aware classification
Sign Up to like & getrecommendations! Published in 2017 at "Data Mining and Knowledge Discovery"
DOI: 10.1007/s10618-017-0534-x
Abstract: The goal of fairness-aware classification is to categorize data while taking into account potential issues of fairness, discrimination, neutrality, and/or independence. For example, when applying data mining technologies to university admissions, admission criteria must be… read more here.
Keywords: classification; actual independence; fairness aware; model ... See more keywords
Fairness-Aware Resource Allocation in Multi-Source WPCN in the Finite Blocklength Regime
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3262931
Abstract: In this work, we investigate a wireless powered communication network (WPCN) where multiple sources are jointly utilized for wireless power transfer (WPT). By consuming the energy harvested from the these WPT sources, a set of… read more here.
Keywords: problem; aware resource; finite blocklength; allocation ... See more keywords
Optimal Fairness-Aware Resource Supply and Demand Management for Mobile Edge Computing
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DOI: 10.1109/lwc.2020.3046023
Abstract: This letter focuses on fairness-aware resource management in a multi-user and multi-server mobile edge computing (MEC) network, where the resource supply and demand are jointly considered for resource allocation and task assignment, respectively. In particular,… read more here.
Keywords: management; resource; task; fairness aware ... See more keywords
Fairness-Aware Energy Efficient Scheduling on Heterogeneous Multi-Core Processors
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DOI: 10.1109/tc.2020.2984607
Abstract: Heterogeneous multi-core processors (HMP) with the same instruction set architecture (ISA) integrate complex high performance big cores with power efficient small cores on the same chip. In comparison with homogeneous architectures, HMPs have been shown… read more here.
Keywords: energy efficient; multi core; fairness aware; energy ... See more keywords
Deep Neural Network-Based Precoder for Fairness Aware Secure NOMA Scheme
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3153926
Abstract: This work proposes an artificial noise (AN)-aided secure multiple-input single-output non-orthogonal multiple access (NOMA) scheme. In the design of the proposed scheme, we consider fairness that all the users have higher secrecy rates as compared… read more here.
Keywords: noma scheme; deep neural; scheme; secure ... See more keywords