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Beyond quantity : research with subsymbolic AI /

"How do artificial neural networks and other forms of artificial intelligence interfere with methods and practices in the sciences? Which interdisciplinary epistemological challenges arise when we think about the use of AI beyond its dependency on big data? Not only the natural sciences, but al...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Jahn-Sudmann, Andreas, 1974- (Editor ), Echterhölter, Anna (Editor ), Ramsauer, Markus (Editor ), Retkowski, Fabian (Editor ), Schröter, Jens, 1970- (Editor ), Waibel, Alex (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Bielefeld : Transcript, 2023.
Colección:AI critique ; v. 6.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Frontmatter
  • Contents
  • Acknowledgements
  • Introduction
  • Research with Subsymbolic AI
  • When Achilles met the tortoise
  • From algorithmic thinking to thinking machines
  • A new canary in the coal mine?
  • Cross-interactions between AI and epistemology
  • AI and the work of patterns
  • Artificial Intelligence in medicine
  • Subsymbolic, hybrid and explainable AI
  • AI-based approaches in Cultural Heritage
  • Interfaces of AI
  • Media and the transformative potential of AI in the scientific field
  • Putting the AI into social science
  • Science in the era of ChatGPT, large language models and generative AI
  • The current state of summarization
  • Opacity and reproducibility in data processing
  • AI in mathematics
  • Artificial Intelligence as a cultural technique
  • List of contributors
  • Editorial