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Artificial intelligence. Explainable AI ( XAI ), often overlapping with interpretable AI, or explainable machine learning ( XML ), either refers to an artificial intelligence (AI) system over which it is possible for humans to retain intellectual oversight, or refers to the methods to achieve this. [ 1][ 2] The main focus is usually on the ...
Technological University Dublin. Luca Longo is an Italian computer scientist specializing in Explainable artificial intelligence [1], Deep Learning and Argumentation theory with research in the areas of Human performance modeling. As the founder and general chair of the World Conference on Explainable artificial intelligence [2], he performs ...
This has led to advocacy and in some jurisdictions legal requirements for explainable artificial intelligence. [68] Explainable artificial intelligence encompasses both explainability and interpretability, with explainability relating to summarizing neural network behavior and building user confidence, while interpretability is defined as the ...
The second overarching factor when considering explainable AI is assessing the trade-offs of “true explainable and transparent AI.”. Currently there is a trade-off in some tasks between ...
Artificial intelligence (AI), in its broadest sense, is intelligence exhibited by machines, particularly computer systems.It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals. [1]
Javier Andreu-Perez is a British computer scientist and a Senior Lecturer [1] and Chair in Smart Health Technologies [2] at the University of Essex. He is also associate editor-in-chief of Neurocomputing for the area of Deep Learning and Machine Learning. [3] Andreu-Perez research is mainly focused on Human-Centered Artificial Intelligence ...
Artificial Intelligence is an idea that has been captivating society since the mid-20th century. It began with science fiction familiarizing the world with the concept but the idea was not fully seen in the scientific manner until Alan Turing, a polymath, was curious about the feasibility of the concept.
Gjergji Kasneci. Gjergji Kasneci is a German computer scientist known for his contributions to the field of Artificial Intelligence, specifically, knowledge base construction, semantic search, and data science. He is a full professor and heads the chair for Responsible Data Science at the Technical University of Munich (TUM), [1] and is a core ...