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View article: Unified Explanations in Machine Learning Models: A Perturbation Approach
Unified Explanations in Machine Learning Models: A Perturbation Approach Open
A high-velocity paradigm shift towards Explainable Artificial Intelligence (XAI) has emerged in recent years. Highly complex Machine Learning (ML) models have flourished in many tasks of intelligence, and the questions have started to shif…
View article: Adoption of Machine Learning Systems for Medical Diagnostics in Clinics: Qualitative Interview Study
Adoption of Machine Learning Systems for Medical Diagnostics in Clinics: Qualitative Interview Study Open
Background Recently, machine learning (ML) has been transforming our daily lives by enabling intelligent voice assistants, personalized support for purchase decisions, and efficient credit card fraud detection. In addition to its everyday …
View article: Machine Learning Systems in Clinics – How Mature Is the Adoption Process in Medical Diagnostics?
Machine Learning Systems in Clinics – How Mature Is the Adoption Process in Medical Diagnostics? Open
In a world with a constantly growing and aging population, health is a precious asset. Presently, with machine learning (ML), a technological change is taking place that could provide high quality healthcare and especially, improve efficie…
View article: To Use or Not to Use Artificial Intelligence? A Framework for the Ideation and Evaluation of Problems to Be Solved with Artificial Intelligence
To Use or Not to Use Artificial Intelligence? A Framework for the Ideation and Evaluation of Problems to Be Solved with Artificial Intelligence Open
The recent advent of artificial intelligence (AI) solutions that surpass humans’ problem-solving capabilities has uncovered AIs’ great potential to act as new type of problem solvers. Despite decades of analysis, research on organizational…