Ngā hua rapu - "Algorithmic fairness"
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Ethical theories, governance models, and strategic frameworks for responsible AI adoption and organizational success
I whakaputaina 2025-07-01Ngā marau: Whiwhi kuputuhi katoaAs artificial intelligence (AI) becomes integral to organizational transformation, ethical adoption has emerged as a strategic concern. This paper reviews ethical theories, governance models, and implementation strategies that enable responsible AI integration in business contexts. It explores how e...
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Clinical Algorithms and the Legacy of Race-Based Correction: Historical Errors, Contemporary Revisions and Equity-Oriented Methodologies for Epidemiologists
I whakaputaina 2025-07-01Ngā marau: Whiwhi kuputuhi katoaLaura J Horsfall, Paulina Bondaronek, Julia Ive, Shoba Poduval Institute of Health Informatics, University College London, London, UKCorrespondence: Laura J Horsfall, Email laura.horsfall@ucl.ac.ukAbstract: Clinical algorithms are widely used tools for predicting, diagnosing, and managing diseases....
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Mitigating Algorithmic Bias Through Probability Calibration: A Case Study on Lead Generation Data
I whakaputaina 2025-07-01Ngā marau: Whiwhi kuputuhi katoaProbability calibration is commonly utilized to enhance the reliability and interpretability of probabilistic classifiers, yet its potential for reducing algorithmic bias remains under-explored. In this study, the role of probability calibration techniques in mitigating bias associated with sensitiv...
Tuhinga