Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
From “Human versus Machine” to “Human with Machine”
2
Zitationen
2
Autoren
2024
Jahr
Abstract
Abstract This chapter first reviews areas where AI/ML and other automated decision making performs well in hard problems in the health sciences. It also summarizes main results from the literature comparing empirical performance of AI/ML vs humans. The chapter then addresses foundations of human heuristic decision making (and important related biases), and contrasts those with AI/ML biases. Finally the chapter touches upon how hybrid human/machine intelligence can outperform either approach.
Ähnliche Arbeiten
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 · 8.231 Zit.
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 · 8.084 Zit.
High-performance medicine: the convergence of human and artificial intelligence
2018 · 7.444 Zit.
Proceedings of the 19th International Joint Conference on Artificial Intelligence
2005 · 5.776 Zit.
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
2018 · 5.423 Zit.