Mass Confusion

Mass Confusion: Defining Aortic Pathology With Ultrasound Contrast.

Overcoming Mass Confusion: Collaborative Customer Co-Design in Online Communities

The idea of integrating users into a co-design process as part of a mass customization strategy is a promising approach for companies being forced to react to the growing individualization of demand. Compared to the rather huge amount of literature on manufacturing and information systems for mass customization, only little research discusses the role of the customer within the co-design proces...

Confusion

Acetaminophen (paracetamol) plays a vital role in American health care, with in excess of 25 billion doses being used annually as a nonprescription medication. Over 200 million acetaminophen-containing prescriptions, usually in combination with an opioid, are dispensed annually. While acetaminophen is recognized as a safe and effective analgesic and antipyretic, it is also associated with signi...

Confusion Matrix

A confusion matrix (Kohavi and Provost, 1998) contains information about actual and predicted classifications done by a classification system. Performance of such systems is commonly evaluated using the data in the matrix. The following table shows the confusion matrix for a two class classifier. The entries in the confusion matrix have the following meaning in the context of our study: ● a is ...

Confusion Graph: Detecting Confusion Communities in Large Scale Image Classification

For deep CNN-based image classification models, we observe that confusions between classes with high visual similarity are much stronger than those where classes are visually dissimilar. With these unbalanced confusions, classes can be organized in communities, which is similar to cliques of people in the social network. Based on this, we propose a graph-based tool named “confusion graph” to qu...