3.1.2Demographic makeup AI systems may exhibit biases when demographic makeup within the training dataset is imbalanced (He & Garcia, 2009). For instance, if a particulardemographic groupis underrepresented in thetraining data, the AI system may not generalize well to that group, leading to bias...
Demographics refers to the description or distribution of characteristics of some target audience, customer base, or population. Governments use socioeconomic information to understand the age, racial makeup, and income distribution (among several other variables) in neighborhoods, cities, states, and na...
Autism spectrum disorder (ASD) diagnoses are made based on a pattern of behavioral symptoms, yet a growing body of research indicates that when, and indeed whether, an individual receives a diagnosis of ASD is influenced by myriad demographic factors including race, ethnicity, socioeconomic status ...
RaceEthnicityLatinosIntermarriageBlack/non-black divideTri-racial divide"Part-Latinos" or the offspring of Latino/non-Latino unions account for half of all mixed births in the United States. Yet very little is known about their demographic makeup due to conceptual and methodological challenges to ...
Through quantitative analysis, the simple realities of donors, donations, and monetary outflow will be brought to the forefront of discussion. This data will also work to demasculinize and democratize a narrative largely composed of worshipped individuals by examining the demographic makeup of donors...
Their work identifies several issues in existing methods, such as bias in age perception influenced by various factors, including gender, race, facial expression, and makeup, affecting the accuracy of age estimation models. Survey of Methods for Managing the Classification and Solution of Data ...
(RPGen) binds US surveys of individuals and households and combines the population with physiological characteristics to create a synthetic population. In general, the model must be supported by internal consistency; i.e., values that could have come from a single individual. In addition, intra...