This paper assumes each user has more than one queue, derives a new packet-dependant proportional fairness power allocation pattern based on the sum of weight capacity and the packet’s priority in users’ queues, and proposes 4 new cross-layer packet-dependant OFDM scheduling schemes based on proportional fairness for heterogeneous classes of traffic. Scenario 1, scenario 2 and scenario 3 lead r...

price fairness and price satisfaction is one the most important fields in pricing and also in customer satisfaction. in this research, first the dimensions of price fairness, price satisfaction, customer satisfaction, and customer loyalty are extracted from marketing literature, then five hypotheses are developed. in proposed model, price fairness has direct impact on price satisfaction, custom...

The pharmaceutical sector plays a fundamental role in supporting the economic development of a country. The performance of this sector is influenced by employees’ performance, which can be affected by the way employees perceive fairness at their workplace. Fairness perception can be affected by the equity sensitivity type and the personality traits of employees. The Lebanese context lacks studi...

Group-fair learning methods typically seek to ensure that some measure of prediction efficacy for (often historically) disadvantaged minority groups is comparable the majority population. When a principal seeks adopt group-fair approach replace another, may face opposition from those who feel they be harmed by switch, and this, in turn, deter adoption. We propose potential mitigation this conce...

Accuracy and individual fairness are both crucial for trustworthy machine learning, but these two aspects often incompatible with each other so that enhancing one aspect may sacrifice the inevitably side effects of true bias or false fairness. We propose in this paper a new criterion, accurate fairness, to align accuracy. Informally, it requires treatments an individual's similar counterparts c...

Resource allocation techniques have recently appeared as a widely recognized feature in LTE networks. Most of existing approaches in resource allocation focus on maximizing network’s utility functions. The great potential of utility function in improving resource allocation and enhancing fairness and mean opinion score (MOS) indexes has attracted large efforts over the last few years. In this p...

We present a semantic criterion for fairness notions for multiparty interaction. We show that if a fairness notion violates the criterion, then no deterministic algorithm for multiparty interaction scheduling can satisfy the fairness requirement. Conversely, the implementation is possible if the criterion is obeyed. Thus, the criterion is suucient and necessary to guarantee fairness implementab...