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Principles of Explainable Artificial Intelligence

2021
The last decade has witnessed the rise of a black box society where obscure classification models are adopted by Artificial Intelligence systems (AI). The lack of explanations of how AI systems make decisions is a key ethical issue to their adoption in socially sensitive and safety-critical contexts.
Guidotti, R.   +3 more
openaire   +2 more sources

Towards explainable artificial intelligence

2022
In dieser Arbeit entwickeln wir ein Framework für die Interpretation der Entscheidungen hochgradig nichtlinearer Klassifizierungsfunktionen mit Schwerpunkt auf neuronalen Netzen. Insbesondere formalisieren wir die Idee der Trennung der Eingabeparameter in relevante und irrelevante Parameter als explizites Optimierungsproblem.
openaire   +3 more sources

Predicting cancer outcomes with radiomics and artificial intelligence in radiology

Nature Reviews Clinical Oncology, 2021
Kaustav Bera   +2 more
exaly  

Explainable Artificial Intelligence (XAI)

Explainable AI (XAI) is important in situations where decisions have significant effects on the results to make the AI systems more reliable, transparent, and make people understand how AI systems work. In this chapter, an overview of AI, its evolution are discussed, emphasizing the need for robust policy and regulatory frameworks for responsible AI ...
  +4 more sources

Artificial channels for confined mass transport at the sub-nanometre scale

Nature Reviews Materials, 2021
Jie Shen, Gong-Ping Liu, Yu Han
exaly  

3D-printed multifunctional materials enabled by artificial-intelligence-assisted fabrication technologies

Nature Reviews Materials, 2020
Zhijie Zhu   +2 more
exaly  

Artificial intelligence in cancer imaging: Clinical challenges and applications

Ca-A Cancer Journal for Clinicians, 2019
Wenya Linda Bi   +2 more
exaly  

Artificial intelligence in radiation oncology

Nature Reviews Clinical Oncology, 2020
Ahmed Hosny   +2 more
exaly  

Artificial intelligence in digital pathology — new tools for diagnosis and precision oncology

Nature Reviews Clinical Oncology, 2019
Kaustav Bera   +2 more
exaly  

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