We are entering a new era which is characterized by huge amounts of data which are
generated from almost every application in our everyday lives. It is getting easier to organise …

Artificial intelligence (AI) and its models have made a significant impact when it comes to
performing tasks that limit human capabilities; this not only reduces human efforts but also …

Explainable Artificial Intelligence (XAI) is an emerging field of research that aims to create
transparent and interpretable AI models. The recent years have seen a significant increase …

Artificial Intelligence is the technology that is being used to develop machines that could
work like humans or simply can have the intelligence relatable to that of humans. But the …

EXplainable Artificial Intelligence (XAI) has become one of the most important and complex
issues to address in the current Artificial Intelligence (AI) field. This topic is the key point to …

This research thesis focuses on the problem of AI explainability. In recent years, the field of
Explicable AI (XAI) has developed an extensive collection of algorithms that provide a useful …

The lack of explainability in AI models presents a significant challenge that hinders trust and
understanding between machines and humans. Explainable AI (xAI) has emerged as a vital …

Artificial Intelligence (AI) and Machine learning (ML) applications are being widely used to
solve different problems in different sectors. These applications have enabled the human …

Artificial intelligence models encounter significant challenges due to their black-box nature,
particularly in safety-critical domains such as healthcare, finance, and autonomous vehicles …

Artificial intelligence (AI) has become an integral part of our lives; from the recommendations
we receive on social media to the diagnoses made by medical professionals. However, as …