Measuring Imbalance on Intersectional Protected Attributes and on Target Variable to Forecast Unfair Classifications
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3252370
Abstract: Bias in software systems is a serious threat to human rights: when software makes decisions that allocate resources or opportunities, may disparately impact people based on personal traits (e.g., gender, ethnic group, etc.), systematically (dis)advantaging… read more here.
Keywords: protected attributes; balance; measuring imbalance; target variable ... See more keywords
Learning Markov Blankets From Multiple Interventional Data Sets
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2019.2927636
Abstract: Learning Markov blankets (MBs) plays an important role in many machine learning tasks, such as causal Bayesian network structure learning, feature selection, and domain adaptation. Since variables included in the MB of a target variable… read more here.
Keywords: learning markov; multiple interventional; data sets; interventional data ... See more keywords
Measurement as Bricolage: Examining How Data Scientists Construct Target Variables for Predictive Modeling Tasks
Sign Up to like & getrecommendations! Published in 2025 at "Proceedings of the ACM on Human-Computer Interaction"
DOI: 10.1145/3757628
Abstract: Data scientists often formulate predictive modeling tasks involving fuzzy, hard-to-define concepts, such as the ''authenticity'' of student writing or the ''healthcare need'' of a patient. Yet the process by which data scientists translate fuzzy concepts… read more here.
Keywords: target variable; construct target; predictive modeling; modeling tasks ... See more keywords
Optimization Calculations for Neutron Production Target at Variable Energy Cyclotron Centre, Kolkata with 50 MeV Electron Linear Accelerator
Sign Up to like & getrecommendations! Published in 2020 at "Current Science"
DOI: 10.18520/cs/v119/i9/1499-1502
Abstract: Optimization Calculations for Neutron Production Target at Variable Energy Cyclotron Centre, Kolkata with 50 MeV Electron Linear Accelerator read more here.
Keywords: optimization calculations; calculations neutron; variable energy; production target ... See more keywords