Abstract Information that is complicated and ambiguous entails high cognitive load. Trying to
understand such information can involve a lot of cognitive effort. An alternative to expending …

With the ongoing digitalization of complex systems, for example in manufacturing, domain
experts' detailed understanding of datasets is pivotal to effectively training machine learning …

Во многих практических сценариях принятие решений исключительно моделью ИИ
оказывается нежелательным или даже невозможным, и использование модели ИИ …

Across various applications, humans increasingly use black-box artificial intelligence (AI)
systems without insight into these systems' reasoning. To counter this opacity, explainable AI …

In many practical scenarios, decision-making by an AI model alone is undesirable or even
impossible, and the use of an AI model is only part of a complex decision-making process …

Artificial Intelligence (AI) has shown promise in accomplishing tasks traditionally performed
by humans across a range of domains. However, while previous studies have assessed AI's …