Reinhard Heil
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View article: Generative KI für TA
Generative KI für TA Open
Many scientists use generative AI in their scientific work. People working in technology assessment (TA) are no exception. TA's approach to generative AI is twofold: on the one hand, generative AI is used for TA work, and on the other hand…
View article: Structuring different manifestations of misinformation for better policy development using a decision tree‐based approach
Structuring different manifestations of misinformation for better policy development using a decision tree‐based approach Open
The spread of false and misleading information in digital communication spaces has enormous potential for harm in democratic societies, but has so far been insufficiently addressed by policy makers. This problem has been exacerbated by rec…
View article: What do algorithms explain? The issue of the goals and capabilities of Explainable Artificial Intelligence (XAI)
What do algorithms explain? The issue of the goals and capabilities of Explainable Artificial Intelligence (XAI) Open
The increasing ubiquity of machine learning (ML) motivates research on algorithms to “explain” models and their predictions—so-called Explainable Artificial Intelligence (XAI). Despite many publications and discussions, the goals and capab…
View article: Explaining Any ML Model? -- On Goals and Capabilities of XAI
Explaining Any ML Model? -- On Goals and Capabilities of XAI Open
An increasing ubiquity of machine learning (ML) motivates research on algorithms to explain ML models and their predictions -- so-called eXplainable Artificial Intelligence (XAI). Despite many survey papers and discussions, the goals and c…
View article: Artificial intelligence in human genomics and biomedicine
Artificial intelligence in human genomics and biomedicine Open
The increasing availability of extensive and complex data has made human genomics and its applications in (bio)medicine an at tractive domain for artificial intelligence (AI) in the form of advanced machine learning (ML) methods. These me…
View article: AI models and the future of genomic research and medicine: True sons of knowledge?
AI models and the future of genomic research and medicine: True sons of knowledge? Open
The increasing availability of large‐scale, complex data has made research into how human genomes determine physiology in health and disease, as well as its application to drug development and medicine, an attractive field for artificial i…
View article: Big Data on a Farm—Smart Farming
Big Data on a Farm—Smart Farming Open
Digitization has increased in importance for the agricultural sector and is described through concepts like Smart Farming and Precision Agriculture. Due to the growing world population, an efficient use of resources is necessary for their …